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1. Differences in the neural correlates of schizophrenia with positive and negative formal thought disorder in patients with schizophrenia in the ENIGMA dataset.

Author

Sharkey, Rachel, Bacon, Chelsea, Peterson, Zeru, Rootes-Murdy, Kelly, Salvador, Raymond, Pomarol-Clotet, Edith, Karuk, Andriana, Homan, Philipp, Ji, Ellen, Omlor, Wolfgang, Homan, Stephanie, Georgiadis, Foivos, Kaiser, Stefan, Kirschner, Matthias, Ehrlich, Stefan, Dannlowski, Udo, Grotegerd, Dominik, Goltermann, Janik, Meinert, Susanne, Kircher, Tilo, Stein, Frederike, Brosch, Katharina, Krug, Axel, Nenadic, Igor, Sim, Kang, Spalletta, Gianfranco, Banaj, Nerisa, Sponheim, Scott, Demro, Caroline, Ramsay, Ian, King, Margaret, Quidé, Yann, Green, Melissa, Nguyen, Dana, Preda, Adrian, Calhoun, Vince, Turner, Jessica, van Erp, Theo, and Nickl-Jockschat, Thomas

Subjects
Humans, Schizophrenia, Male, Female, Adult, Brain, Middle Aged, Schizophrenic Psychology, Neuroimaging, Cohort Studies, Magnetic Resonance Imaging, Thinking
Abstract

Formal thought disorder (FTD) is a clinical key factor in schizophrenia, but the neurobiological underpinnings remain unclear. In particular, the relationship between FTD symptom dimensions and patterns of regional brain volume loss in schizophrenia remains to be established in large cohorts. Even less is known about the cellular basis of FTD. Our study addresses these major obstacles by enrolling a large multi-site cohort acquired by the ENIGMA Schizophrenia Working Group (752 schizophrenia patients and 1256 controls), to unravel the neuroanatomy of FTD in schizophrenia and using virtual histology tools on implicated brain regions to investigate the cellular basis. Based on the findings of previous clinical and neuroimaging studies, we decided to separately explore positive, negative and total formal thought disorder. We used virtual histology tools to relate brain structural changes associated with FTD to cellular distributions in cortical regions. We identified distinct neural networks positive and negative FTD. Both networks encompassed fronto-occipito-amygdalar brain regions, but positive and negative FTD demonstrated a dissociation: negative FTD showed a relative sparing of orbitofrontal cortical thickness, while positive FTD also affected lateral temporal cortices. Virtual histology identified distinct transcriptomic fingerprints associated for both symptom dimensions. Negative FTD was linked to neuronal and astrocyte fingerprints, while positive FTD also showed associations with microglial cell types. These results provide an important step towards linking FTD to brain structural changes and their cellular underpinnings, providing an avenue for a better mechanistic understanding of this syndrome.

Published
2024

2. Dynamic proportional loss of functional connectivity revealed change of left superior frontal gyrus in subjective cognitive decline: an explanatory study based on Chinese and Western cohorts

Author

Wang, Luyao, Hu, Wenjing, Dong, Fan, Sheng, Can, Wu, Jinglong, Han, Ying, Jiang, Jiehui, Weiner, Michael W., Aisen, Paul, Petersen, Ronald, Jack, Clifford R., Jagust, William, Trojanowski, John Q., Toga, Arthur W., Beckett, Laurel, Green, Robert C., Saykin, Andrew J., Morris, John, Shaw, Leslie M., Khachaturian, Zaven, Sorensen, Greg, Kuller, Lew, Raichle, Marcus, Paul, Steven, Davies, Peter, Fillit, Howard, Hefti, Franz, Holtzman, David, Mesulam, Marek M., Potter, William, Snyder, Peter, Schwartz, Adam, Montine, Tom, Thomas, Ronald G., Donohue, Michael, Walter, Sarah, Gessert, Devon, Sather, Tamie, Jiminez, Gus, Harvey, Danielle, Bernstein, Matthew, Thompson, Paul, Schuff, Norbert, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Vemuri, Prashanthi, Jones, David, Kantarci, Kejal, Ward, Chad, Koeppe, Robert A., Foster, Norm, Reiman, Eric M., Chen, Kewei, Mathis, Chet, Landau, Susan, Cairns, Nigel J., Householder, Erin, Taylor-Reinwald, Lisa, Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Crawford, Karen, Neu, Scott, Foroud, Tatiana M., Potkin, Steven G., Shen, Li, Faber, Kelley, Kim, Sungeun, Nho, Kwangsik, Thal, Leon, Buckholtz, Neil, Albert, Marylyn, Frank, Richard, Hsiao, John, Kaye, Jeffrey, Quinn, Joseph, Lind, Betty, Carter, Raina, Dolen, Sara, Schneider, Lon S., Pawluczyk, Sonia, Beccera, Mauricio, Teodoro, Liberty, Spann, Bryan M., Brewer, James, Vanderswag, Helen, Fleisher, Adam, Heidebrink, Judith L., Lord, Joanne L., Mason, Sara S., Albers, Colleen S., Knopman, David, Johnson, Kris, Doody, Rachelle S., Villanueva-Meyer, Javier, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stern, Yaakov, Honig, Lawrence S., Bell, Karen L., Ances, Beau, Carroll, Maria, Leon, Sue, Mintun, Mark A., Schneider, Stacy, Oliver, Angela, Marson, Daniel, Griffith, Randall, Clark, David, Geldmacher, David, Brockington, John, Roberson, Erik, Grossman, Hillel, Mitsis, Effie, de Toledo-Morrell, Leyla, Shah, Raj C., Duara, Ranjan, Varon, Daniel, Greig, Maria T., Roberts, Peggy, Onyike, Chiadi, D’Agostino, Daniel, Kielb, Stephanie, Galvin, James E., Cerbone, Brittany, Michel, Christina A., Rusinek, Henry, de Leon, Mony J., Glodzik, Lidia, De Santi, Susan, Doraiswamy, PMurali, Petrella, Jeffrey R., Wong, Terence Z., Arnold, Steven E., Karlawish, Jason H., Wolk, David, Smith, Charles D., Jicha, Greg, Hardy, Peter, Sinha, Partha, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L., Oakley, MaryAnn, Simpson, Donna M., Porsteinsson, Anton P., Goldstein, Bonnie S., Martin, Kim, Makino, Kelly M., Ismail, MSaleem, Brand, Connie, Mulnard, Ruth A., Thai, Gaby, McAdams-Ortiz, Catherine, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Diaz-Arrastia, Ramon, King, Richard, Weiner, Myron, Martin-Cook, Kristen, DeVous, Michael, Levey, Allan I., Lah, James J., Cellar, Janet S., Burns, Jeffrey M., Anderson, Heather S., Swerdlow, Russell H., Apostolova, Liana, Tingus, Kathleen, Woo, Ellen, Silverman, Daniel H. S., Lu, Po H., Bartzokis, George, Graff-Radford, Neill R., Parfitt, Francine, Kendall, Tracy, Johnson, Heather, Farlow, Martin R., Hake, Ann Marie, Matthews, Brandy R., Herring, Scott, Hunt, Cynthia, van Dyck, Christopher H., Carson, Richard E., MacAvoy, Martha G., Chertkow, Howard, Bergman, Howard, Hosein, Chris, Hsiung, Ging-Yuek Robin, Feldman, Howard, Mudge, Benita, Assaly, Michele, Bernick, Charles, Munic, Donna, Kertesz, Andrew, Rogers, John, Trost, Dick, Kerwin, Diana, Lipowski, Kristine, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A., Johnson, Keith A., Marshall, Gad, Frey, Meghan, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan N., Belden, Christine M., Jacobson, Sandra A., Sirrel, Sherye A., Kowall, Neil, Killiany, Ronald, Budson, Andrew E., Norbash, Alexander, Johnson, Patricia Lynn, Allard, Joanne, Lerner, Alan, Ogrocki, Paula, Hudson, Leon, Fletcher, Evan, Carmichae, Owen, Olichney, John, DeCarli, Charles, Kittur, Smita, Borrie, Michael, Lee, T.-Y., Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M., Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W., Kataki, Maria, Adeli, Anahita, Zimmerman, Earl A., Celmins, Dzintra, Brown, Alice D., Pearlson, Godfrey D., Blank, Karen, Anderson, Karen, Santulli, Robert B., Kitzmiller, Tamar J., Schwartz, Eben S., Sink, Kaycee M., Williamson, Jeff D., Garg, Pradeep, Watkins, Franklin, Ott, Brian R., Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J., Miller, Bruce L., Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Pasternak, Stephen, Rachinsky, Irina, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K., Ponto, Laura L. Boles, Shim, Hyungsub, Smith, Karen Elizabeth, Relkin, Norman, Chaing, Gloria, Raudin, Lisa, Smith, Amanda, Fargher, Kristin, Raj, Balebail Ashok, Neylan, Thomas, Grafman, Jordan, Davis, Melissa, Morrison, Rosemary, Hayes, Jacqueline, Finley, Shannon, Friedl, Karl, Fleischman, Debra, Arfanakis, Konstantinos, James, Olga, Massoglia, Dino, Fruehling, JJay, Harding, Sandra, Peskind, Elaine R., Petrie, Eric C., Li, Gail, Yesavage, Jerome A., Taylor, Joy L., and Furst, Ansgar J.

Published
2025
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3. Neurostructural subgroup in 4291 individuals with schizophrenia identified using the subtype and stage inference algorithm.

Author

Jiang, Yuchao, Luo, Cheng, Wang, Jijun, Palaniyappan, Lena, Chang, Xiao, Xiang, Shitong, Zhang, Jie, Duan, Mingjun, Huang, Huan, Gaser, Christian, Nemoto, Kiyotaka, Miura, Kenichiro, Hashimoto, Ryota, Westlye, Lars, Richard, Genevieve, Fernandez-Cabello, Sara, Parker, Nadine, Andreassen, Ole, Kircher, Tilo, Nenadić, Igor, Stein, Frederike, Thomas-Odenthal, Florian, Teutenberg, Lea, Usemann, Paula, Dannlowski, Udo, Hahn, Tim, Grotegerd, Dominik, Meinert, Susanne, Lencer, Rebekka, Tang, Yingying, Zhang, Tianhong, Li, Chunbo, Yue, Weihua, Zhang, Yuyanan, Yu, Xin, Zhou, Enpeng, Lin, Ching-Po, Tsai, Shih-Jen, Rodrigue, Amanda, Glahn, David, Pearlson, Godfrey, Blangero, John, Karuk, Andriana, Pomarol-Clotet, Edith, Salvador, Raymond, Fuentes-Claramonte, Paola, Garcia-León, María, Spalletta, Gianfranco, Piras, Fabrizio, Vecchio, Daniela, Banaj, Nerisa, Cheng, Jingliang, Liu, Zhening, Yang, Jie, Gonul, Ali, Uslu, Ozgul, Burhanoglu, Birce, Uyar Demir, Aslihan, Rootes-Murdy, Kelly, Calhoun, Vince, Sim, Kang, Green, Melissa, Quidé, Yann, Chung, Young, Kim, Woo-Sung, Sponheim, Scott, Demro, Caroline, Ramsay, Ian, Iasevoli, Felice, de Bartolomeis, Andrea, Barone, Annarita, Ciccarelli, Mariateresa, Brunetti, Arturo, Cocozza, Sirio, Pontillo, Giuseppe, Tranfa, Mario, Park, Min, Kirschner, Matthias, Georgiadis, Foivos, Kaiser, Stefan, Van Rheenen, Tamsyn, Rossell, Susan, Hughes, Matthew, Woods, William, Carruthers, Sean, Sumner, Philip, Ringin, Elysha, Spaniel, Filip, Skoch, Antonin, Tomecek, David, Homan, Philipp, Homan, Stephanie, Omlor, Wolfgang, Cecere, Giacomo, Nguyen, Dana, Preda, Adrian, Thomopoulos, Sophia, Jahanshad, Neda, Cui, Long-Biao, and Yao, Dezhong

Subjects
Humans, Schizophrenia, Male, Female, Adult, Algorithms, Magnetic Resonance Imaging, Gray Matter, Machine Learning, Middle Aged, Brain, Cross-Sectional Studies, Europe, Neuroimaging, Reproducibility of Results, North America, Hippocampus
Abstract

Machine learning can be used to define subtypes of psychiatric conditions based on shared biological foundations of mental disorders. Here we analyzed cross-sectional brain images from 4,222 individuals with schizophrenia and 7038 healthy subjects pooled across 41 international cohorts from the ENIGMA, non-ENIGMA cohorts and public datasets. Using the Subtype and Stage Inference (SuStaIn) algorithm, we identify two distinct neurostructural subgroups by mapping the spatial and temporal trajectory of gray matter change in schizophrenia. Subgroup 1 was characterized by an early cortical-predominant loss with enlarged striatum, whereas subgroup 2 displayed an early subcortical-predominant loss in the hippocampus, striatum and other subcortical regions. We confirmed the reproducibility of the two neurostructural subtypes across various sample sites, including Europe, North America and East Asia. This imaging-based taxonomy holds the potential to identify individuals with shared neurobiological attributes, thereby suggesting the viability of redefining existing disorder constructs based on biological factors.

Published
2024

4. Connectome architecture shapes large-scale cortical alterations in schizophrenia: a worldwide ENIGMA study.

Author

Georgiadis, Foivos, Larivière, Sara, Glahn, David, Hong, L, Kochunov, Peter, Mowry, Bryan, Loughland, Carmel, Pantelis, Christos, Henskens, Frans, Green, Melissa, Cairns, Murray, Michie, Patricia, Rasser, Paul, Catts, Stanley, Tooney, Paul, Scott, Rodney, Schall, Ulrich, Carr, Vaughan, Quidé, Yann, Krug, Axel, Stein, Frederike, Nenadić, Igor, Brosch, Katharina, Kircher, Tilo, Gur, Raquel, Gur, Ruben, Satterthwaite, Theodore, Karuk, Andriana, Pomarol-Clotet, Edith, Radua, Joaquim, Fuentes-Claramonte, Paola, Salvador, Raymond, Spalletta, Gianfranco, Voineskos, Aristotle, Sim, Kang, Crespo-Facorro, Benedicto, Tordesillas Gutiérrez, Diana, Ehrlich, Stefan, Crossley, Nicolas, Grotegerd, Dominik, Repple, Jonathan, Lencer, Rebekka, Dannlowski, Udo, Calhoun, Vince, Rootes-Murdy, Kelly, Demro, Caroline, Ramsay, Ian, Sponheim, Scott, Schmidt, Andre, Borgwardt, Stefan, Tomyshev, Alexander, Lebedeva, Irina, Höschl, Cyril, Spaniel, Filip, Preda, Adrian, Nguyen, Dana, Uhlmann, Anne, Stein, Dan, Howells, Fleur, Temmingh, Henk, Diaz Zuluaga, Ana, López Jaramillo, Carlos, Iasevoli, Felice, Ji, Ellen, Homan, Stephanie, Omlor, Wolfgang, Homan, Philipp, Kaiser, Stefan, Seifritz, Erich, Misic, Bratislav, Valk, Sofie, Thompson, Paul, Van Erp, Theodorus, Turner, Jessica, Bernhardt, Boris, and Kirschner, Matthias

Subjects
Humans, Schizophrenia, Connectome, Adult, Female, Male, Magnetic Resonance Imaging, Cerebral Cortex, Nerve Net, Brain, Middle Aged, Neural Pathways, Young Adult
Abstract

Schizophrenia is a prototypical network disorder with widespread brain-morphological alterations, yet it remains unclear whether these distributed alterations robustly reflect the underlying network layout. We tested whether large-scale structural alterations in schizophrenia relate to normative structural and functional connectome architecture, and systematically evaluated robustness and generalizability of these network-level alterations. Leveraging anatomical MRI scans from 2439 adults with schizophrenia and 2867 healthy controls from 26 ENIGMA sites and normative data from the Human Connectome Project (n = 207), we evaluated structural alterations of schizophrenia against two network susceptibility models: (i) hub vulnerability, which examines associations between regional network centrality and magnitude of disease-related alterations; (ii) epicenter mapping, which identifies regions whose typical connectivity profile most closely resembles the disease-related morphological alterations. To assess generalizability and specificity, we contextualized the influence of site, disease stages, and individual clinical factors and compared network associations of schizophrenia with that found in affective disorders. Our findings show schizophrenia-related cortical thinning is spatially associated with functional and structural hubs, suggesting that highly interconnected regions are more vulnerable to morphological alterations. Predominantly temporo-paralimbic and frontal regions emerged as epicenters with connectivity profiles linked to schizophrenias alteration patterns. Findings were robust across sites, disease stages, and related to individual symptoms. Moreover, transdiagnostic comparisons revealed overlapping epicenters in schizophrenia and bipolar, but not major depressive disorder, suggestive of a pathophysiological continuity within the schizophrenia-bipolar-spectrum. In sum, cortical alterations over the course of schizophrenia robustly follow brain network architecture, emphasizing marked hub susceptibility and temporo-frontal epicenters at both the level of the group and the individual. Subtle variations of epicenters across disease stages suggest interacting pathological processes, while associations with patient-specific symptoms support additional inter-individual variability of hub vulnerability and epicenters in schizophrenia. Our work outlines potential pathways to better understand macroscale structural alterations, and inter- individual variability in schizophrenia.

Published
2024

5. Structural brain abnormalities and aggressive behaviour in schizophrenia: Mega-analysis of data from 2095 patients and 2861 healthy controls via the ENIGMA consortium

Author

Lamsma, Jelle, Raine, Adrian, Kia, Seyed M, Cahn, Wiepke, Arold, Dominic, Banaj, Nerisa, Barone, Annarita, Brosch, Katharina, Brouwer, Rachel, Brunetti, Arturo, Calhoun, Vince D, Chew, Qian H, Choi, Sunah, Chung, Young-Chul, Ciccarelli, Mariateresa, Cobia, Derin, Cocozza, Sirio, Dannlowski, Udo, Dazzan, Paola, de Bartolomeis, Andrea, Di Forti, Marta, Dumais, Alexandre, Edmond, Jesse T, Ehrlich, Stefan, Evermann, Ulrika, Flinkenflügel, Kira, Georgiadis, Foivos, Glahn, David C, Goltermann, Janik, Green, Melissa J, Grotegerd, Dominik, Guerrero-Pedraza, Amalia, Ha, Minji, Hong, Elliot L, Pol, Hilleke Hulshoff, Iasevoli, Felice, Kaiser, Stefan, Kaleda, Vasily, Karuk, Andriana, Kim, Minah, Kircher, Tilo, Kirschner, Matthias, Kochunov, Peter, Kwon, Jun Soo, Lebedeva, Irina, Lencer, Rebekka, Marques, Tiago R, Meinert, Susanne, Murray, Robin, Nenadić, Igor, Nguyen, Dana, Pearlson, Godfrey, Piras, Fabrizio, Pomarol-Clotet, Edith, Pontillo, Giuseppe, Potvin, Stéphane, Preda, Adrian, Quidé, Yann, Rodrigue, Amanda, Rootes-Murdy, Kelly, Salvador, Raymond, Skoch, Antonin, Sim, Kang, Spalletta, Gianfranco, Spaniel, Filip, Stein, Frederike, Thomas-Odenthal, Florian, Tikàsz, Andràs, Tomecek, David, Tomyshev, Alexander, Tranfa, Mario, Tsogt, Uyanga, Turner, Jessica A, van Erp, Theo GM, van Haren, Neeltje EM, van Os, Jim, Vecchio, Daniela, Wang, Lei, Wroblewski, Adrian, and Nickl-Jockschat, Thomas

Subjects
Biological Psychology, Pharmacology and Pharmaceutical Sciences, Biomedical and Clinical Sciences, Psychology, Schizophrenia, Brain Disorders, Neurosciences, Biomedical Imaging, Serious Mental Illness, Mental Health, Mental Illness, Mental health
Abstract

BACKGROUND: Schizophrenia is associated with an increased risk of aggressive behaviour, which may partly be explained by illness-related changes in brain structure. However, previous studies have been limited by group-level analyses, small and selective samples of inpatients and long time lags between exposure and outcome. METHODS: This cross-sectional study pooled data from 20 sites participating in the international ENIGMA-Schizophrenia Working Group. Sites acquired T1-weighted and diffusion-weighted magnetic resonance imaging scans in a total of 2095 patients with schizophrenia and 2861 healthy controls. Measures of grey matter volume and white matter microstructural integrity were extracted from the scans using harmonised protocols. For each measure, normative modelling was used to calculate how much patients deviated (in z-scores) from healthy controls at the individual level. Ordinal regression models were used to estimate the associations of these deviations with concurrent aggressive behaviour (as odds ratios [ORs] with 99% confidence intervals [CIs]). Mediation analyses were performed for positive symptoms (i.e., delusions, hallucinations and disorganised thinking), impulse control and illness insight. Aggression and potential mediators were assessed with the Positive and Negative Syndrome Scale, Scale for the Assessment of Positive Symptoms or Brief Psychiatric Rating Scale. RESULTS: Aggressive behaviour was significantly associated with reductions in total cortical volume (OR [99% CI] = 0.88 [0.78, 0.98], p = .003) and global white matter integrity (OR [99% CI] = 0.72 [0.59, 0.88], p = 3.50 × 10-5) and additional reductions in dorsolateral prefrontal cortex volume (OR [99% CI] = 0.85 [0.74, 0.97], p =.002), inferior parietal lobule volume (OR [99% CI] = 0.76 [0.66, 0.87], p = 2.20 × 10-7) and internal capsule integrity (OR [99% CI] = 0.76 [0.63, 0.92], p = 2.90 × 10-4). Except for inferior parietal lobule volume, these associations were largely mediated by increased severity of positive symptoms and reduced impulse control. CONCLUSIONS: This study provides evidence that the co-occurrence of positive symptoms, poor impulse control and aggressive behaviour in schizophrenia has a neurobiological basis, which may inform the development of therapeutic interventions.

Published
2024

6. Insomnia Symptoms Are Associated with Measures of Functional Deterioration and Dementia Status in Adults with Down Syndrome at High Risk for Alzheimer’s Disease

Author

Desai, Shivum, Chen, Ivy Y, Hom, Christy, Doran, Eric, Nguyen, Dana D, Benca, Ruth M, Lott, Ira T, and Mander, Bryce A

Subjects
Biomedical and Clinical Sciences, Cardiovascular Medicine and Haematology, Brain Disorders, Acquired Cognitive Impairment, Intellectual and Developmental Disabilities (IDD), Behavioral and Social Science, Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD), Clinical Research, Neurosciences, Neurodegenerative, Aging, Dementia, Alzheimer's Disease, Mental Health, Down Syndrome, Sleep Research, 2.1 Biological and endogenous factors, Neurological, Congenital, Humans, Female, Male, Sleep Initiation and Maintenance Disorders, Alzheimer Disease, Middle Aged, Adult, Disease Progression, Sleep Apnea, Obstructive, Neuropsychological Tests, Cognitive Dysfunction, Activities of daily living, Alzheimer's disease, dementia, disorders of excessive somnolence, Down syndrome, sleep, sleep apnea syndromes, sleep initiation and maintenance disorders, Alzheimer’s disease, Clinical Sciences, Cognitive Sciences, Neurology & Neurosurgery, Clinical sciences, Biological psychology
Abstract

BackgroundWhile obstructive sleep apnea (OSA) and insomnia symptoms in neurotypical populations are associated with Alzheimer's disease (AD), their association with dementia in adults with Down syndrome (DS) remains less clear, even though these symptoms are prevalent and treatable in DS. Understanding their associations with AD-related dementia status, cognitive impairment, and functional deterioration may lead to interventions to slow decline or disease progression in adults with DS.ObjectiveTo characterize differences in OSA and insomnia symptom expression by dementia status, and to determine which sleep factors support dementia diagnosis.MethodsMultimodal consensus conference was used to determine dementia status in 52 adults with DS (52.2 ± 6.4 years, 21 women). Cognitive impairment, adaptive behavior skills, and symptoms of OSA and insomnia were quantified using validated assessments for adults with DS and their primary informants.ResultsA sex by dementia status interaction demonstrated that older women with DS and dementia had more severe terminal insomnia but not OSA symptoms relative to older women with DS who were cognitively stable (CS). Greater insomnia symptom severity was associated with greater functional impairments in social and self-care domains adjusting for age, sex, premorbid intellectual impairment, and dementia status.ConclusionsInsomnia symptoms are more severe in women with DS with dementia than in women with DS and no dementia, and regardless of dementia status or sex, more severe insomnia symptoms are associated with greater impairment in activities of daily living. These findings underscore the potential importance of early insomnia symptom evaluation and treatment in women with DS at risk of developing AD.

Published
2024

7. A pathway linking pulse pressure to dementia in adults with Down syndrome.

Author

Rizvi, Batool, Lao, Patrick, Sathishkumar, Mithra, Taylor, Lisa, Queder, Nazek, McMillan, Liv, Edwards, Natalie, Keator, David, Doran, Eric, Hom, Christy, Nguyen, Dana, Rosas, H, Lai, Florence, Schupf, Nicole, Gutierrez, Jose, Silverman, Wayne, Lott, Ira, Mapstone, Mark, Wilcock, Donna, Head, Elizabeth, Yassa, Michael, and Brickman, Adam

Subjects
Alzheimer’s disease, Down syndrome, aging, pulse pressure, white matter hyperintensities
Abstract

Adults with Down syndrome are less likely to have hypertension than neurotypical adults. However, whether blood pressure measures are associated with brain health and clinical outcomes in this population has not been studied in detail. Here, we assessed whether pulse pressure is associated with markers of cerebrovascular disease and is linked to a diagnosis of dementia in adults with Down syndrome via structural imaging markers of cerebrovascular disease and atrophy. The study included participants with Down syndrome from the Alzheimers Disease - Down Syndrome study (n = 195, age = 50.6 ± 7.2 years, 44% women, 18% diagnosed with dementia). Higher pulse pressure was associated with greater global, parietal and occipital white matter hyperintensity volume but not with enlarged perivascular spaces, microbleeds or infarcts. Using a structural equation model, we found that pulse pressure was associated with greater white matter hyperintensity volume, which in turn was related to increased neurodegeneration, and subsequent dementia diagnosis. Pulse pressure is an important determinant of brain health and clinical outcomes in individuals with Down syndrome despite the low likelihood of frank hypertension.

Published
2024

8. Neurofilament light chain concentration mediates the association between regional medial temporal lobe structure and memory in adults with Down syndrome.

Author

DiProspero, Natalie, Nguyen, Dana, Andrews, Howard, Krinsky-McHale, Sharon, Brickman, Adam, Rosas, H, Lai, Florence, Head, Elizabeth, Janecek, John, Smith, Anna, Petersen, Melissa, Tustison, Nicholas, Silverman, Wayne, Lott, Ira, OBryant, Sid, Yassa, Michael, Doran, Eric, Keator, David, Hom, Christy, Mcmillan, Liv, Mapstone, Mark, and Sathishkumar, Mithra

Subjects
Alzheimers disease, Down syndrome, anterolateral entorhinal cortex, cognitive decline, dementia, episodic memory, hippocampus, medial temporal lobe, mild cognitive impairment
Abstract

INTRODUCTION: Virtually all people with Down syndrome (DS) develop neuropathology associated with Alzheimers disease (AD). Atrophy of the hippocampus and entorhinal cortex (EC), as well as elevated plasma concentrations of neurofilament light chain (NfL) protein, are markers of neurodegeneration associated with late-onset AD. We hypothesized that hippocampus and EC gray matter loss and increased plasma NfL concentrations are associated with memory in adults with DS. METHODS: T1-weighted structural magnetic resonance imaging (MRI) data were collected from 101 participants with DS. Hippocampus and EC volume, as well as EC subregional cortical thickness, were derived. In a subset of participants, plasma NfL concentrations and modified Cued Recall Test scores were obtained. Partial correlation and mediation were used to test relationships between medial temporal lobe (MTL) atrophy, plasma NfL, and episodic memory. RESULTS: Hippocampus volume, left anterolateral EC (alEC) thickness, and plasma NfL were correlated with each other and were associated with memory. Plasma NfL mediated the relationship between left alEC thickness and memory as well as hippocampus volume and memory. DISCUSSION: The relationship between MTL gray matter and memory is mediated by plasma NfL levels, suggesting a link between neurodegenerative processes underlying axonal injury and frank gray matter loss in key structures supporting episodic memory in people with DS.

Published
2024

9. Two neurostructural subtypes: results of machine learning on brain images from 4,291 individuals with schizophrenia

Author

Jiang, Yuchao, Luo, Cheng, Wang, Jijun, Palaniyappan, Lena, Chang, Xiao, Xiang, Shitong, Zhang, Jie, Duan, Mingjun, Huang, Huan, Gaser, Christian, Nemoto, Kiyotaka, Miura, Kenichiro, Hashimoto, Ryota, Westlye, Lars T, Richard, Genevieve, Fernandez-Cabello, Sara, Parker, Nadine, Andreassen, Ole A, Kircher, Tilo, Nenadić, Igor, Stein, Frederike, Thomas-Odenthal, Florian, Teutenberg, Lea, Usemann, Paula, Dannlowski, Udo, Hahn, Tim, Grotegerd, Dominik, Meinert, Susanne, Lencer, Rebekka, Tang, Yingying, Zhang, Tianhong, Li, Chunbo, Yue, Weihua, Zhang, Yuyanan, Yu, Xin, Zhou, Enpeng, Lin, Ching-Po, Tsai, Shih-Jen, Rodrigue, Amanda L, Glahn, David, Pearlson, Godfrey, Blangero, John, Karuk, Andriana, Pomarol-Clotet, Edith, Salvador, Raymond, Fuentes-Claramonte, Paola, Garcia-León, María Ángeles, Spalletta, Gianfranco, Piras, Fabrizio, Vecchio, Daniela, Banaj, Nerisa, Cheng, Jingliang, Liu, Zhening, Yang, Jie, Gonul, Ali Saffet, Uslu, Ozgul, Burhanoglu, Birce Begum, Demir, Aslihan Uyar, Rootes-Murdy, Kelly, Calhoun, Vince D, Sim, Kang, Green, Melissa, Quidé, Yann, Chung, Young Chul, Kim, Woo-Sung, Sponheim, Scott R, Demro, Caroline, Ramsay, Ian S, Iasevoli, Felice, de Bartolomeis, Andrea, Barone, Annarita, Ciccarelli, Mariateresa, Brunetti, Arturo, Cocozza, Sirio, Pontillo, Giuseppe, Tranfa, Mario, Park, Min Tae M, Kirschner, Matthias, Georgiadis, Foivos, Kaiser, Stefan, Van Rheenen, Tamsyn E, Rossell, Susan L, Hughes, Matthew, Woods, William, Carruthers, Sean P, Sumner, Philip, Ringin, Elysha, Spaniel, Filip, Skoch, Antonin, Tomecek, David, Homan, Philipp, Homan, Stephanie, Omlor, Wolfgang, Cecere, Giacomo, Nguyen, Dana D, Preda, Adrian, Thomopoulos, Sophia, Jahanshad, Neda, Cui, Long-Biao, and Yao, Dezhong

Subjects
Biological Psychology, Biomedical and Clinical Sciences, Psychology, Machine Learning and Artificial Intelligence, Mental Illness, Clinical Research, Brain Disorders, Serious Mental Illness, Neurosciences, Schizophrenia, Mental Health, Behavioral and Social Science, Biomedical Imaging, Mental health, Good Health and Well Being, ENIGMA, artificial intelligence, brain gray matter, schizophrenia, structural MRI, subtype
Abstract

Machine learning can be used to define subtypes of psychiatric conditions based on shared clinical and biological foundations, presenting a crucial step toward establishing biologically based subtypes of mental disorders. With the goal of identifying subtypes of disease progression in schizophrenia, here we analyzed cross-sectional brain structural magnetic resonance imaging (MRI) data from 4,291 individuals with schizophrenia (1,709 females, age=32.5 years±11.9) and 7,078 healthy controls (3,461 females, age=33.0 years±12.7) pooled across 41 international cohorts from the ENIGMA Schizophrenia Working Group, non-ENIGMA cohorts and public datasets. Using a machine learning approach known as Subtype and Stage Inference (SuStaIn), we implemented a brain imaging-driven classification that identifies two distinct neurostructural subgroups by mapping the spatial and temporal trajectory of gray matter (GM) loss in schizophrenia. Subgroup 1 (n=2,622) was characterized by an early cortical-predominant loss (ECL) with enlarged striatum, whereas subgroup 2 (n=1,600) displayed an early subcortical-predominant loss (ESL) in the hippocampus, amygdala, thalamus, brain stem and striatum. These reconstructed trajectories suggest that the GM volume reduction originates in the Broca's area/adjacent fronto-insular cortex for ECL and in the hippocampus/adjacent medial temporal structures for ESL. With longer disease duration, the ECL subtype exhibited a gradual worsening of negative symptoms and depression/anxiety, and less of a decline in positive symptoms. We confirmed the reproducibility of these imaging-based subtypes across various sample sites, independent of macroeconomic and ethnic factors that differed across these geographic locations, which include Europe, North America and East Asia. These findings underscore the presence of distinct pathobiological foundations underlying schizophrenia. This new imaging-based taxonomy holds the potential to identify a more homogeneous sub-population of individuals with shared neurobiological attributes, thereby suggesting the viability of redefining existing disorder constructs based on biological factors.

Published
2023

10. Robust, fully-automated assessment of cerebral perivascular spaces and white matter lesions: a multicentre MRI longitudinal study of their evolution and association with risk of dementia and accelerated brain atrophy

Author

Weiner, Michael, Aisen, Paul, Petersen, Ronald, Jack, Clifford R., Jagust, William, Trojanowki, John Q., Toga, Arthur W., Beckett, Laurel, Green, Robert C., Saykin, Andrew J., Morris, John, Shaw, Leslie M., Liu, Enchi, Montine, Tom, Thomas, Ronald G., Donohue, Michael, Walter, Sarah, Gessert, Devon, Sather, Tamie, Jiminez, Gus, Harvey, Danielle, Bernstein, Matthew, Fox, Nick, Thompson, Paul, Schuff, Norbert, DeCarli, Charles, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Vemuri, Prashanthi, Jones, David, Kantarci, Kejal, Ward, Chad, Koeppe, Robert A., Foster, Norm, Reiman, Eric M., Chen, Kewei, Mathis, Chet, Landau, Susan, Cairns, Nigel J., Householder, Erin, Reinwald, Lisa Taylor, Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Crawford, Karen, Neu, Scott, Foroud, Tatiana M., Potkin, Steven, Shen, Li, Kelley, Faber, Kim, Sungeun, Nho, Kwangsik, Kachaturian, Zaven, Frank, Richard, Snyder, Peter J., Molchan, Susan, Kaye, Jeffrey, Quinn, Joseph, Lind, Betty, Carter, Raina, Dolen, Sara, Schneider, Lon S., Pawluczyk, Sonia, Beccera, Mauricio, Teodoro, Liberty, Spann, Bryan M., Brewer, James, Vanderswag, Helen, Fleisher, Adam, Heidebrink, Judith L., Lord, Joanne L., Mason, Sara S., Albers, Colleen S., Knopman, David, Johnson, Kris, Doody, Rachelle S., Meyer, Javier Villanueva, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stern, Yaakov, Honig, Lawrence S., Bell, Karen L., Ances, Beau, Morris, John C., Carroll, Maria, Leon, Sue, Mintun, Mark A., Schneider, Stacy, Oliver, Angela, Marson, Daniel, Griffith, Randall, Clark, David, Geld-macher, David, Brockington, John, Roberson, Erik, Grossman, Hillel, Mitsis, Effie, Leyla deToledo-Morrell, Shah, Raj C., Duara, Ranjan, Varon, Daniel, Greig, Maria T., Roberts, Peggy, Albert, Marilyn, Onyike, Chiadi, D’Agostino, Daniel, Kielb, Stephanie, Galvin, James E., Pogorelec, Dana M., Cerbone, Brittany, Michel, Christina A., Rusinek, Henry, de Leon, Mony J., Glodzik, Lidia, De Santi, Susan, Doraiswamy, P. Murali, Petrella, Jeffrey R., Wong, Terence Z., Arnold, Steven E., Karlawish, Jason H., Wolk, David, Smith, Charles D., Jicha, Greg, Hardy, Peter, Sinha, Partha, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L., Oakley, MaryAnn, Simpson, Donna M., Porsteinsson, Anton P., Goldstein, Bonnie S., Martin, Kim, Makino, Kelly M., Ismail, M. Saleem, Brand, Connie, Mulnard, Ruth A., Thai, Gaby, Adams Ortiz, Catherine Mc, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Arrastia, Ramon Diaz, King, Richard, Weiner, Myron, Cook, Kristen Martin, DeVous, Michael, Levey, Allan I., Lah, James J., Cellar, Janet S., Burns, Jeffrey M., Anderson, Heather S., Swerdlow, Russell H., Apostolova, Liana, Tingus, Kathleen, Woo, Ellen, Silverman, Daniel H.S., Lu, Po H., Bartzokis, George, Graff Radford, Neill R., Parfitt, Francine, Kendall, Tracy, Johnson, Heather, Farlow, Martin R., Hake, AnnMarie, Matthews, Brandy R., Herring, Scott, Hunt, Cynthia, van Dyck, Christopher H., Carson, Richard E., MacAvoy, Martha G., Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Robin Hsiung, Ging-Yuek, Feldman, Howard, Mudge, Benita, Assaly, Michele, Kertesz, Andrew, Rogers, John, Trost, Dick, Bernick, Charles, Munic, Donna, Kerwin, Diana, Mesulam, Marek Marsel, Lipowski, Kristine, Wu, Chuang Kuo, Johnson, Nancy, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A., Johnson, Keith A., Marshall, Gad, Frey, Meghan, Yesavage, Jerome, Taylor, Joy L., Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan N., Belden, Christine M., Jacobson, Sandra A., Sirrel, Sherye A., Kowall, Neil, Killiany, Ronald, Budson, Andrew E., Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O., Wolday, Saba, Allard, Joanne, Lerner, Alan, Ogrocki, Paula, Hudson, Leon, Fletcher, Evan, Carmichael, Owen, Olichney, John, Kittur, Smita, Borrie, Michael, Lee, T.Y., Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M., Potkin, Steven G., Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W., Kataki, Maria, Adeli, Anahita, Zimmerman, Earl A., Celmins, Dzintra, Brown, Alice D., Pearlson, Godfrey D., Blank, Karen, Anderson, Karen, Santulli, Robert B., Kitzmiller, Tamar J., Schwartz, Eben S., Sink, Kaycee M., Williamson, Jeff D., Garg, Pradeep, Watkins, Franklin, Ott, Brian R., Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J., Miller, Bruce L., Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Finger, Elizabeth, Pasternak, Stephen, Rachinsky, Irina, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K., Boles Ponto, Laura L., Shim, Hyungsub, Smith, Karen Elizabeth, Relkin, Norman, Chaing, Gloria, Raudin, Lisa, Smith, Amanda, Fargher, Kristin, Raj, Balebail Ashok, Barisano, Giuseppe, Iv, Michael, Choupan, Jeiran, and Hayden-Gephart, Melanie

Published
2025
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11. A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium

Author

Gutman, Boris A, Erp, Theo GM, Alpert, Kathryn, Ching, Christopher RK, Isaev, Dmitry, Ragothaman, Anjani, Jahanshad, Neda, Saremi, Arvin, Zavaliangos‐Petropulu, Artemis, Glahn, David C, Shen, Li, Cong, Shan, Alnæs, Dag, Andreassen, Ole Andreas, Doan, Nhat Trung, Westlye, Lars T, Kochunov, Peter, Satterthwaite, Theodore D, Wolf, Daniel H, Huang, Alexander J, Kessler, Charles, Weideman, Andrea, Nguyen, Dana, Mueller, Bryon A, Faziola, Lawrence, Potkin, Steven G, Preda, Adrian, Mathalon, Daniel H, Bustillo, Juan, Calhoun, Vince, Ford, Judith M, Walton, Esther, Ehrlich, Stefan, Ducci, Giuseppe, Banaj, Nerisa, Piras, Fabrizio, Piras, Federica, Spalletta, Gianfranco, Canales‐Rodríguez, Erick J, Fuentes‐Claramonte, Paola, Pomarol‐Clotet, Edith, Radua, Joaquim, Salvador, Raymond, Sarró, Salvador, Dickie, Erin W, Voineskos, Aristotle, Tordesillas‐Gutiérrez, Diana, Crespo‐Facorro, Benedicto, Setién‐Suero, Esther, Son, Jacqueline Mayoral, Borgwardt, Stefan, Schönborn‐Harrisberger, Fabienne, Morris, Derek, Donohoe, Gary, Holleran, Laurena, Cannon, Dara, McDonald, Colm, Corvin, Aiden, Gill, Michael, Filho, Geraldo Busatto, Rosa, Pedro GP, Serpa, Mauricio H, Zanetti, Marcus V, Lebedeva, Irina, Kaleda, Vasily, Tomyshev, Alexander, Crow, Tim, James, Anthony, Cervenka, Simon, Sellgren, Carl M, Fatouros‐Bergman, Helena, Agartz, Ingrid, Howells, Fleur, Stein, Dan J, Temmingh, Henk, Uhlmann, Anne, Zubicaray, Greig I, McMahon, Katie L, Wright, Margie, Cobia, Derin, Csernansky, John G, Thompson, Paul M, Turner, Jessica A, and Wang, Lei

Subjects
Brain Disorders, Mental Health, Neurosciences, Schizophrenia, Mental health, Good Health and Well Being, Amygdala, Corpus Striatum, Hippocampus, Humans, Multicenter Studies as Topic, Neuroimaging, Thalamus, schizophrenia, structure, subcortical shape, Cognitive Sciences, Experimental Psychology
Abstract

Schizophrenia is associated with widespread alterations in subcortical brain structure. While analytic methods have enabled more detailed morphometric characterization, findings are often equivocal. In this meta-analysis, we employed the harmonized ENIGMA shape analysis protocols to collaboratively investigate subcortical brain structure shape differences between individuals with schizophrenia and healthy control participants. The study analyzed data from 2,833 individuals with schizophrenia and 3,929 healthy control participants contributed by 21 worldwide research groups participating in the ENIGMA Schizophrenia Working Group. Harmonized shape analysis protocols were applied to each site's data independently for bilateral hippocampus, amygdala, caudate, accumbens, putamen, pallidum, and thalamus obtained from T1-weighted structural MRI scans. Mass univariate meta-analyses revealed more-concave-than-convex shape differences in the hippocampus, amygdala, accumbens, and thalamus in individuals with schizophrenia compared with control participants, more-convex-than-concave shape differences in the putamen and pallidum, and both concave and convex shape differences in the caudate. Patterns of exaggerated asymmetry were observed across the hippocampus, amygdala, and thalamus in individuals with schizophrenia compared to control participants, while diminished asymmetry encompassed ventral striatum and ventral and dorsal thalamus. Our analyses also revealed that higher chlorpromazine dose equivalents and increased positive symptom levels were associated with patterns of contiguous convex shape differences across multiple subcortical structures. Findings from our shape meta-analysis suggest that common neurobiological mechanisms may contribute to gray matter reduction across multiple subcortical regions, thus enhancing our understanding of the nature of network disorganization in schizophrenia.

Published
2022

12. Joint‐label fusion brain atlases for dementia research in Down syndrome

Author

Queder, Nazek, Phelan, Michael J, Taylor, Lisa, Tustison, Nicholas, Doran, Eric, Hom, Christy, Nguyen, Dana, Lai, Florence, Pulsifer, Margaret, Price, Julie, Kreisl, William C, Rosas, Herminia D, Krinsky‐McHale, Sharon, Brickman, Adam M, Yassa, Michael A, Schupf, Nicole, Silverman, Wayne, Lott, Ira T, Head, Elizabeth, Mapstone, Mark, Keator, David B, Aizenstein, Howard J, Ances, Beau M, Andrews, Howard F, Bell, Karen, Birn, Rasmus M, Bulova, Peter, Cheema, Amrita, Chen, Kewei, Christian, Bradley T, Clare, Isabel, Clark, Lorraine, Cohen, Ann D, Constantino, John N, Doran, Eric W, Fagan, Anne, Feingold, Eleanor, Foroud, Tatiana M, Handen, Benjamin L, Hartley, Sigan L, Henson, Rachel, Honig, Lawrence, Ikonomovic, Milos D, Johnson, Sterling C, Jordan, Courtney, Kamboh, M Ilyas, Keator, David, Klunk, William E, Kofler, Julia K, Kreisl, William Charles, Krinsky‐McHale, Sharon J, Lao, Patrick, Laymon, Charles, Lee, Joseph Hyungwoo, Lupson, Victoria, Mathis, Chester A, Minhas, Davneet Singh, Nadkarni, Neelesh, O'Bryant, Sid, Pang, Deborah, Petersen, Melissa, Price, Julie C, Reiman, Eric, Rizvi, Batool, Rosas, Herminia Diana, Silverman, Wayne P, Tudorascu, Dana L, Tumuluru, Rameshwari, Tycko, Benjamin, Varadarajan, Badri, White, Desiree A, Zaman, Shahid, and Zhang, Fan

Subjects
Biological Psychology, Psychology, Neurosciences, Dementia, Biomedical Imaging, Acquired Cognitive Impairment, Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD), Alzheimer's Disease, Brain Disorders, Intellectual and Developmental Disabilities (IDD), Neurodegenerative, Aging, Mental Health, Down Syndrome, Neurological, Alzheimer's disease, amyloid, dementia, Down syndrome, group atlas, joint label fusion, neurotypical, Alzheimer's Biomarkers Consortium, Genetics, Biological psychology
Abstract

Research suggests a link between Alzheimer's Disease in Down Syndrome (DS) and the overproduction of amyloid plaques. Using Positron Emission Tomography (PET) we can assess the in-vivo regional amyloid load using several available ligands. To measure amyloid distributions in specific brain regions, a brain atlas is used. A popular method of creating a brain atlas is to segment a participant's structural Magnetic Resonance Imaging (MRI) scan. Acquiring an MRI is often challenging in intellectually-imparied populations because of contraindications or data exclusion due to significant motion artifacts or incomplete sequences related to general discomfort. When an MRI cannot be acquired, it is typically replaced with a standardized brain atlas derived from neurotypical populations (i.e. healthy individuals without DS) which may be inappropriate for use in DS. In this project, we create a series of disease and diagnosis-specific (cognitively stable (CS-DS), mild cognitive impairment (MCI-DS), and dementia (DEM-DS)) probabilistic group atlases of participants with DS and evaluate their accuracy of quantifying regional amyloid load compared to the individually-based MRI segmentations. Further, we compare the diagnostic-specific atlases with a probabilistic atlas constructed from similar-aged cognitively-stable neurotypical participants. We hypothesized that regional PET signals will best match the individually-based MRI segmentations by using DS group atlases that aligns with a participant's disorder and disease status (e.g. DS and MCI-DS). Our results vary by brain region but generally show that using a disorder-specific atlas in DS better matches the individually-based MRI segmentations than using an atlas constructed from cognitively-stable neurotypical participants. We found no additional benefit of using diagnose-specific atlases matching disease status. All atlases are made publicly available for the research community.HighlightDown syndrome (DS) joint-label-fusion atlases provide accurate positron emission tomography (PET) amyloid measurements.A disorder-specific DS atlas is better than a neurotypical atlas for PET quantification.It is not necessary to use a disease-state-specific atlas for quantification in aged DS.Dorsal striatum results vary, possibly due to this region and dementia progression.

Published
2022

13. Peer to Peer Hate: Hate Speech Instigators and Their Targets

Author

ElSherief, Mai, Nilizadeh, Shirin, Nguyen, Dana, Vigna, Giovanni, and Belding, Elizabeth

Subjects
Computer Science - Social and Information Networks, Computer Science - Computers and Society
Abstract

While social media has become an empowering agent to individual voices and freedom of expression, it also facilitates anti-social behaviors including online harassment, cyberbullying, and hate speech. In this paper, we present the first comparative study of hate speech instigators and target users on Twitter. Through a multi-step classification process, we curate a comprehensive hate speech dataset capturing various types of hate. We study the distinctive characteristics of hate instigators and targets in terms of their profile self-presentation, activities, and online visibility. We find that hate instigators target more popular and high profile Twitter users, and that participating in hate speech can result in greater online visibility. We conduct a personality analysis of hate instigators and targets and show that both groups have eccentric personality facets that differ from the general Twitter population. Our results advance the state of the art of understanding online hate speech engagement.

Published
2018

14. Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media

Author

ElSherief, Mai, Kulkarni, Vivek, Nguyen, Dana, Wang, William Yang, and Belding, Elizabeth

Subjects
Computer Science - Computation and Language, Computer Science - Social and Information Networks
Abstract

While social media empowers freedom of expression and individual voices, it also enables anti-social behavior, online harassment, cyberbullying, and hate speech. In this paper, we deepen our understanding of online hate speech by focusing on a largely neglected but crucial aspect of hate speech -- its target: either "directed" towards a specific person or entity, or "generalized" towards a group of people sharing a common protected characteristic. We perform the first linguistic and psycholinguistic analysis of these two forms of hate speech and reveal the presence of interesting markers that distinguish these types of hate speech. Our analysis reveals that Directed hate speech, in addition to being more personal and directed, is more informal, angrier, and often explicitly attacks the target (via name calling) with fewer analytic words and more words suggesting authority and influence. Generalized hate speech, on the other hand, is dominated by religious hate, is characterized by the use of lethal words such as murder, exterminate, and kill; and quantity words such as million and many. Altogether, our work provides a data-driven analysis of the nuances of online-hate speech that enables not only a deepened understanding of hate speech and its social implications but also its detection., Comment: 10 pages, 7 figures. ICWSM-2018 accepted

Published
2018

15. Down syndrome: Distribution of brain amyloid in mild cognitive impairment

Author

Keator, David B, Phelan, Michael J, Taylor, Lisa, Doran, Eric, Krinsky‐McHale, Sharon, Price, Julie, Ballard, Erin E, Kreisl, William C, Hom, Christy, Nguyen, Dana, Pulsifer, Margaret, Lai, Florence, Rosas, Diana H, Brickman, Adam M, Schupf, Nicole, Yassa, Michael A, Silverman, Wayne, and Lott, Ira T

Subjects
Biological Psychology, Psychology, Neurodegenerative, Biomedical Imaging, Intellectual and Developmental Disabilities (IDD), Clinical Research, Dementia, Acquired Cognitive Impairment, Down Syndrome, Brain Disorders, Neurosciences, Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD), Aging, Behavioral and Social Science, Alzheimer's Disease, 2.1 Biological and endogenous factors, Neurological, Mental health, ABC-DS, ADDS, Alzheimer's disease, amyloid, AV-45, dementia, Down syndrome, MCI, PET, ABC‐DS, AV‐45, Genetics, Biological psychology
Abstract

IntroductionDown syndrome (DS) is associated with a higher risk of dementia. We hypothesize that amyloid beta (Aβ) in specific brain regions differentiates mild cognitive impairment in DS (MCI-DS) and test these hypotheses using cross-sectional and longitudinal data.Methods18F-AV-45 (florbetapir) positron emission tomography (PET) data were collected to analyze amyloid burden in 58 participants clinically classified as cognitively stable (CS) or MCI-DS and 12 longitudinal CS participants.ResultsThe study confirmed our hypotheses of increased amyloid in inferior parietal, lateral occipital, and superior frontal regions as the main effects differentiating MCI-DS from the CS groups. The largest annualized amyloid increases in longitudinal CS data were in the rostral middle frontal, superior frontal, superior/middle temporal, and posterior cingulate cortices.DiscussionThis study helps us to understand amyloid in the MCI-DS transitional state between cognitively stable aging and frank dementia in DS. The spatial distribution of Aβ may be a reliable indicator of MCI-DS in DS.

Published
2020

16. A positive take on schizophrenia negative symptom scales: Converting scores between the SANS, NSA and SDS.

Author

Preda, Adrian, Nguyen, Dana D, Bustillo, Juan R, Belger, Aysenil, O'Leary, Daniel S, McEwen, Sarah, Ling, Shichun, Faziola, Lawrence, Mathalon, Daniel H, Ford, Judith M, Potkin, Steven G, FBIRN, and van Erp, Theo GM

Subjects
FBIRN, Humans, Regression Analysis, Cross-Sectional Studies, Reproducibility of Results, Schizophrenia, Psychiatric Status Rating Scales, Schizophrenic Psychology, Adult, Female, Male, Conversion, Meta-, Multi-center, Multi-site, NSA, Negative symptoms, PANSS, SANS, SDA, Clinical Research, Brain Disorders, Mental Health, 4.2 Evaluation of markers and technologies, Detection, screening and diagnosis, Mental health, Medical and Health Sciences, Psychology and Cognitive Sciences, Psychiatry
Abstract

AIMS:To provide quantitative conversions between commonly used scales for the assessment of negative symptoms in schizophrenia. METHOD:Linear regression analyses generated conversion equations between symptom scores from the Scale for the Assessment of Negative Symptoms (SANS), the Schedule for the Deficit Syndrome (SDS), the Positive and Negative Syndrome Scale (PANSS), or the Negative Symptoms Assessment (NSA) based on a cross sectional sample of 176 individuals with schizophrenia. Intraclass correlations assessed the rating conversion accuracy based on a separate sub-sample of 29 patients who took part in the initial study as well as an independent sample of 28 additional subjects with schizophrenia. RESULTS:Between-scale negative symptom ratings were moderately to highly correlated (r = 0.73-0.91). Intraclass correlations between the original negative symptom rating scores and those obtained via using the conversion equations were in the range of 0.61-0.79. CONCLUSIONS:While there is a degree of non-overlap, several negative symptoms scores reflect measures of similar constructs and may be reliably converted between some scales. The conversion equations are provided at http://www.converteasy.org and may be used for meta- and mega-analyses that examine negative symptoms.

Published
2018

17. Neuropsychological profile in adult schizophrenia measured with the CMINDS

Author

van Erp, Theo GM, Preda, Adrian, Turner, Jessica A, Callahan, Shawn, Calhoun, Vince D, Bustillo, Juan R, Lim, Kelvin O, Mueller, Bryon, Brown, Gregory G, Vaidya, Jatin G, McEwen, Sarah, Belger, Aysenil, Voyvodic, James, Mathalon, Daniel H, Nguyen, Dana, Ford, Judith M, Potkin, Steven G, and FBIRN

Subjects
Biomedical and Clinical Sciences, Applied and Developmental Psychology, Biological Psychology, Clinical and Health Psychology, Psychology, Pharmacology and Pharmaceutical Sciences, Neurosciences, Mental Health, Schizophrenia, Behavioral and Social Science, Brain Disorders, Basic Behavioral and Social Science, Clinical Research, 2.1 Biological and endogenous factors, Aetiology, Mental health, Adult, Attention, Cognition, Cognition Disorders, Female, Healthy Volunteers, Humans, Male, Memory, Short-Term, Middle Aged, Neuropsychological Tests, Problem Solving, Schizophrenic Psychology, Sex Factors, Spatial Learning, Thinking, Verbal Learning, psychosis, neuropsychology, FBIRN, MATRICS, MCCB, Memory, Neuropsychology, Psychosis, Sex, Speed of processing, Medical and Health Sciences, Psychology and Cognitive Sciences, Psychiatry, Clinical sciences, Clinical and health psychology
Abstract

Schizophrenia neurocognitive domain profiles are predominantly based on paper-and-pencil batteries. This study presents the first schizophrenia domain profile based on the Computerized Multiphasic Interactive Neurocognitive System (CMINDS(®)). Neurocognitive domain z-scores were computed from computerized neuropsychological tests, similar to those in the Measurement and Treatment Research to Improve Cognition in Schizophrenia Consensus Cognitive Battery (MCCB), administered to 175 patients with schizophrenia and 169 demographically similar healthy volunteers. The schizophrenia domain profile order by effect size was Speed of Processing (d=-1.14), Attention/Vigilance (d=-1.04), Working Memory (d=-1.03), Verbal Learning (d=-1.02), Visual Learning (d=-0.91), and Reasoning/Problem Solving (d=-0.67). There were no significant group by sex interactions, but overall women, compared to men, showed advantages on Attention/Vigilance, Verbal Learning, and Visual Learning compared to Reasoning/Problem Solving on which men showed an advantage over women. The CMINDS can readily be employed in the assessment of cognitive deficits in neuropsychiatric disorders; particularly in large-scale studies that may benefit most from electronic data capture.

Published
2015

18. Converting positive and negative symptom scores between PANSS and SAPS/SANS.

Author

Nguyen, Dana, Faziola, Lawrence, Turner, Jessica, Bustillo, Juan, Belger, Aysenil, Lim, Kelvin, McEwen, Sarah, Voyvodic, James, Mathalon, Daniel, Ford, Judith, Potkin, Steven, Van Erp, Theodorus, and Preda, Adrian

Subjects
Conversion, Marder, Meta, Multi-center, Schizophrenia, Symptoms, Adolescent, Adult, Female, Humans, Male, Middle Aged, Predictive Value of Tests, Psychiatric Status Rating Scales, Psychometrics, Regression Analysis, Reproducibility of Results, Schizophrenia, Schizophrenic Psychology, Surveys and Questionnaires, Young Adult
Abstract

The Scale for the Assessment of Positive Symptoms (SAPS), the Scale for the Assessment of Negative Symptoms (SANS), and the Positive and Negative Syndrome Scale for Schizophrenia (PANSS) are the most widely used schizophrenia symptom rating scales, but despite their co-existence for 25 years no easily usable between-scale conversion mechanism exists. The aim of this study was to provide equations for between-scale symptom rating conversions. Two-hundred-and-five schizophrenia patients [mean age±SD=39.5±11.6, 156 males] were assessed with the SANS, SAPS, and PANSS. Pearsons correlations between symptom scores from each of the scales were computed. Linear regression analyses, on data from 176 randomly selected patients, were performed to derive equations for converting ratings between the scales. Intraclass correlations, on data from the remaining 29 patients, not part of the regression analyses, were performed to determine rating conversion accuracy. Between-scale positive and negative symptom ratings were highly correlated. Intraclass correlations between the original positive and negative symptom ratings and those obtained via conversion of alternative ratings using the conversion equations were moderate to high (ICCs=0.65 to 0.91). Regression-based equations may be useful for conversion between schizophrenia symptom severity as measured by the SANS/SAPS and PANSS, though additional validation is warranted. This studys conversion equations, implemented at http:/converteasy.org, may aid in the comparison of medication efficacy studies, in meta- and mega-analyses examining symptoms as moderator variables, and in retrospective combination of symptom data in multi-center data sharing projects that need to pool symptom rating data when such data are obtained using different scales.

Published
2014

20. Brief screening for co-occurring disorders among women entering substance abuse treatment

Author

Lincoln, Alisa K., Liebschutz, Jane M., Chernoff, Miriam, Nguyen, Dana, and Amaro, Hortensia

Abstract

AbstractBackground: Despite the importance of identifying co-occurring psychiatric disorders in substance abuse treatment programs, there are few appropriate and validated instruments available to substance abuse treatment staff to conduct brief screen for these conditions. This paper describes the development, implementation and validation of a brief screening instrument for mental health diagnoses and trauma among a diverse sample of Black, Hispanic and White women in substance abuse treatment. With input from clinicians and consumers, we adapted longer existing validated instruments into a 14 question screen covering demographics, mental  health symptoms and physical and sexual violence exposure. All women entering treatment (methadone, residential and out-patient) at five treatment sites were screened at intake (N = 374).Results: Eighty nine percent reported a history of interpersonal violence, and 70% reported a history of sexual assault. Eighty-eight percent reported mental health symptoms in the last 30 days. The screening questions administered to 88 female clients were validated against in-depth psychiatric diagnostic assessments by trained mental health clinicians. We estimated measures of predictive validity, including sensitivity, specificity and predictive values positive and negative. Screening items were examined multiple ways to assess utility. The screen is a useful and valid proxy for PTSD but not for other mental illness.Conclusion: Substance abuse treatment programs should incorporate violence exposure questions into clinical use as a matter of policy. More work is needed to develop brief screening tools measures for front-line treatment staff to accurately assess other mental health needs of women entering substance abuse treatment

Published
2006

21. Neural Correlates of Positive and Negative Formal Thought Disorder in Individuals with Schizophrenia: An ENIGMA Schizophrenia Working Group Study

Author

Sharkey, Rachel J., Bacon, Chelsea, Peterson, Zeru, Rootes-Murdy, Kelly, Salvador, Raymond, Pomarol-Clotet, Edith, Karuk, Andriana, Homan, Philipp, Ji, Ellen, Omlor, Wolfgang, Homan, Stephanie, Georgiadis, Foivos, Kaiser, Stefan, Kirschner, Matthias, Ehrlich, Stefan, Dannlowski, Udo, Grotegerd, Dominik, Goltermann, Janik, Meinert, Susanne, Kircher, Tilo, Stein, Frederike, Brosch, Katharina, Krug, Axel, Nenadić, Igor, Sim, Kang, Spalletta, Gianfranco, Piras, Fabrizio, Banaj, Nerisa, Sponheim, Scott R, Demro, Caroline, Ramsay, Ian S, King, Margaret, Quidé, Yann, Green, Melissa J., Nguyen, Dana, Preda, Adrian, Calhoun, Vince D., Turner, Jessica A., van Erp, Theo G.M., and Nickl-Jockschat, Thomas

Subjects
Article
Abstract

Formal thought disorder (FTD) is a key clinical factor in schizophrenia, but the neurobiological underpinnings remain unclear. In particular, relationship between FTD symptom dimensions and patterns of regional brain volume deficiencies in schizophrenia remain to be established in large cohorts. Even less is known about the cellular basis of FTD. Our study addresses these major obstacles based on a large multi-site cohort through the ENIGMA Schizophrenia Working Group (752 individuals with schizophrenia and 1256 controls), to unravel the neuroanatomy of positive, negative and total FTD in schizophrenia and their cellular bases. We used virtual histology tools to relate brain structural changes associated with FTD to cellular distributions in cortical regions. We identified distinct neural networks for positive and negative FTD. Both networks encompassed fronto-occipito-amygdalar brain regions, but negative FTD showed a relative sparing of orbitofrontal cortical thickness, while positive FTD also affected lateral temporal cortices. Virtual histology identified distinct transcriptomic fingerprints associated for both symptom dimensions. Negative FTD was linked to neuronal and astrocyte fingerprints, while positive FTD was also linked to microglial cell types. These findings relate different dimensions of FTD to distinct brain structural changes and their cellular underpinnings, improve our mechanistic understanding of these key psychotic symptoms.

Published
2023

22. 18F-florbetapir Positron Emission Tomography–determined Cerebral β-Amyloid Deposition and Neurocognitive Performance after Cardiac Surgery

Author

Klinger, Rebecca Y., James, Olga G., Borges-Neto, Salvador, Bisanar, Tiffany, Li, Yi-Ju, Qi, Wenjing, Berger, Miles, Terrando, Niccolò, Newman, Mark F., Doraiswamy, P. Murali, Mathew, Joseph P., Weiner, Michael W., Aisen, Paul, Weiner, Michael, Aisen, Paul, Petersen, Ronald, Jack, Clifford R., Jr., Jagust, William, Trojanowki, John Q., Toga, Arthur W., Beckett, Laurel, Green, Robert C., Saykin, Andrew J., Morris, John, Shaw, Leslie M., Khachaturian, Zaven, Sorensen, Greg, Carrillo, Maria, Kuller, Lew, Raichle, Marc, Paul, Steven, Davies, Peter, Fillit, Howard, Hefti, Franz, Holtzman, David, Mesulam, M. Marcel, Potter, William, Snyder, Peter, Schwartz, Adam, Green, Robert C., Montine, Tom, Petersen, Ronald, Aisen, Paul, Thomas, Ronald G., Donohue, Michael, Walter, Sarah, Gessert, Devon, Sather, Tamie, Jiminez, Gus, Balasubramanian, Archana B., Mason, Jennifer, Sim, Iris, Beckett, Laurel, Harvey, Danielle, Donohue, Michael, Jack, Clifford R., Jr., Bernstein, Matthew, Fox, Nick, Thompson, Paul, Schuff, Norbert, DeCArli, Charles, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Vemuri, Prashanthi, Jones, David, Kantarci, Kejal, Ward, Chad, Jagust, William, Koeppe, Robert A., Foster, Norm, Reiman, Eric M., Chen, Kewei, Mathis, Chet, Landau, Susan, Morris, John C., Cairns, Louis Nigel J., Franklin, Erin, Taylor-Reinwald, Lisa, Shaw, Leslie M., Trojanowki, John Q., Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Toga, Arthur W., Crawford, Karen, Neu, Scott, Saykin, Andrew J., Foroud, Tatiana M., Potkin, Steven, Shen, Li, Faber, Kelley, Kim, Sungeun, Nho, Kwangsik, Weiner, Michael W., Thal, Lean, Khachaturian, Zaven, Thal, Leon, Buckholtz, Neil, Weiner, Michael W., Snyder, Peter J., Potter, William, Paul, Steven, Albert, Marilyn, Frank, Richard, Khachaturian, Zaven, Hsiao, John, Kaye, Jeffrey, Quinn, Joseph, Silbert, Lisa, Lind, Betty, Carter, Raina, Dolen, Sara, Schneider, Lon S., Pawluczyk, Sonia, Becerra, Mauricio, Teodoro, Liberty, Spann, Bryan M., Brewer, James, Vanderswag, Helen, Fleisher, Adam, Heidebrink, Judith L., Lord, Joanne L., Petersen, Ronald, Mason, Sara S., Albers, Colleen S., Knopman, David, Johnson, Kris, Doody, Rachelle S., Villanueva-Meyer, Javier, Pavlik, Valory, Shibley, Victoria, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stern, Yaakov, Honig, Lawrence S., Bell, Karen L., Ances, Beau, Morris, John C., Carroll, Maria, Creech, Mary L., Franklin, Erin, Mintun, Mark A., Schneider, Stacy, Oliver, Angela, Marson, Daniel, Geldmacher, David, Love, Marissa Natelson, Griffith, Randall, Clark, David, Brockington, John, Roberson, Erik, Grossman, Hillel, Mitsis, Effie, Shah, Raj C., deToledo-Morrell, Leyla, Duara, Ranjan, Greig-Custo, Maria T., Barker, Warren, Albert, Marilyn, Onyike, Chiadi, D’Agostino, Daniel, II, Kielb, Stephanie, Sadowski, Martin, Sheikh, Mohammed O., Ulysse, Anaztasia, Gaikwad, Mrunalini, Petrella, Jeffrey R., Wong, Terence Z., Coleman, Edward, Arnold, Steven E., Karlawish, Jason H., Wolk, David A., Clark, Christopher M., Smith, Charles D., Jicha, Greg, Hardy, Peter, Sinha, Partha, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L., Oakley, MaryAnn, Simpson, Donna M., Porsteinsson, Anton P., Goldstein, Bonnie S., Martin, Kim, Makino, Kelly M., Ismail, M. Saleem, Brand, Connie, Potkin, Steven G., Preda, Adrian, Nguyen, Dana, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Levey, Allan I., Lah, James J., Cellar, Janet S., Burns, Jeffrey M., Swerdlow, Russell H., Brooks, William M., Apostolova, Liana, Tingus, Kathleen, Woo, Ellen, Silverman, Daniel H.S., Lu, Po H., Bartzokis, George, Graff-Radford, Neill R, Parfitt, Francine, Poki-Walker, Kim, Farlow, Martin R., Hake, Ann Marie, Matthews, Brandy R., Brosch, Jared R., Herring, Scott, van Dyck, Christopher H., Carson, Richard E., MacAvoy, Martha G., Varma, Pradeep, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Ging-Yuek, Hsiung, Robin, Mudge, Benita, Sossi, Vesna, Feldman, Howard, Assaly, Michele, Finger, Elizabeth, Pasternack, Stephen, Rachisky, Irina, Trost, Dick, Kertesz, Andrew, Bernick, Charles, Munic, Donna, Mesulam, Marek-Marsel, Rogalski, Emily, Lipowski, Kristine, Weintraub, Sandra, Bonakdarpour, Borna, Kerwin, Diana, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A., Johnson, Keith A., Marshall, Gad, Yesavage, Jerome, Taylor, Joy L., Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan N., Belden, Christine M., Jacobson, Sandra A., Sirrel, Sherye A., Kowall, Neil, Killiany, Ronald, Budson, Andrew E., Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O., Wolday, Saba, Allard, Joanne, Lerner, Alan, Ogrocki, Paula, Tatsuoka, Curtis, Fatica, Parianne, Fletcher, Evan, Maillard, Pauline, Olichney, John, DeCarli, Charles, Carmichael, Owen, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Dr Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M., Potkin, Steven G., Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Burke, Anna, Milliken, Ann Marie, Trncic, Nadira, Fleisher, Adam, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W., Kataki, Maria, Kelley, Brendan, Zimmerman, Earl A., Celmins, Dzintra, Brown, Alice D., Pearlson, Godfrey D., Blank, Karen, Anderson, Karen, Flashman, Laura A., Seltzer, Marc, Hynes, Mary L., Santulli, Robert B., Sink, Kaycee M., Gordineer, Leslie, Williamson, Jeff D., Garg, Pradeep, Watkins, Franklin, Ott, Brian R., Tremont, Geoffrey, Daiello, Lori A., Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J., Miller, Bruce L., Perry, David, Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Finger, Elizabeth, Pasternak, Stephen, Rachinsky, Irina, Rogers, John, Kertesz, Andrew, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K., Smith, Karen Ekstam, Koleva, Hristina, Nam, Ki Won, Shim, Hyungsub, Relkin, Norman, Chiang, Gloria, Lin, Michael, Ravdin, Lisa, Smith, Amanda, Ashok Raj, Balebail, Fargher, Kristin, Weiner, Michael W., Aisen, Paul, Weiner, Michael, Aisen, Paul, Petersen, Ronald, Green, Robert C., Harvey, Danielle, Jack, Clifford R., Jr., Jagust, William, Morris, John C., Saykin, Andrew J., Shaw, Leslie M., Toga, Arthur W., Trojanowki, John Q., Neylan, Thomas, Grafman, Jordan, Grafman, Jordan, Green, Robert C., Montine, Tom, Weiner, Michael, Petersen, Ronald, Aisen, Paul, Thomas, Ronald G., Donohue, Michael, Gessert, Devon, Sather, Tamie, Davis, Melissa, Morrison, Rosemary, Jiminez, Gus, Neylan, Thomas, Hayes, Jacqueline, Finely, Shannon, Harvey, Danielle, Donohue, Michael, Jack, Clifford R., Jr., Bernstein, Matthew, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Kantarci, Kejal, Ward, Chad, Jagust, William, Koeppe, Robert A., Foster, Norm, Reiman, Eric M., Chen, Kewei, Landau, Susan, Morris, John C., Cairns, Nigel J., Householder, Erin, Shaw, Leslie M., Trojanowki, John Q., Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Toga, Arthur W., Crawford, Karen, Neu, Scott, Saykin, Andrew J., Foroud, Tatiana M., Potkin, Steven, Shen, Li, Faber, Kelley, Kim, Sungeun, Nho, Kwangsik, Weiner, Michael W., Friedl, Karl, Schneider, Lon S., Pawluczyk, Sonia, Becerra, Mauricio, Brewer, James, Vanderswag, Helen, Stern, Yaakov, Honig, Lawrence S., Bell, Karen L., Fleischman, Debra, Arfanakis, Konstantinos, Shah, Raj C., Duara, Ranjan, Varon, Daniel, Greig, Maria T, Petrella, Jeffrey R., Porsteinsson, Anton P., Goldstein, Bonnie, Martin, Kimberly S., Potkin, Steven G., Preda, Adrian, Nguyen, Dana, Mintzer, Jacobo, Massoglia, Dino, Brawman-Mintzer, Olga, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Jagust, William, Landau, Susan, Rosen, Howard, Perry, David, Turner, Raymond Scott, Behan, Kelly, Reynolds, Brigid, Sperling, Reisa A., Johnson, Keith A., Marshall, Gad, Sabbagh, Marwan N., Jacobson, Sandra A., Sirrel, Sherye A., Obisesan, Thomas O., Wolday, Saba, Allard, Joanne, Johnson, Sterling C., Fruehling, J. Jay, Harding, Sandra, Peskind, Elaine R., Petrie, Eric C., Li, Gail, Yesavage, Jerome A., Taylor, Joy L., Furst, Ansgar J., Chao, Steven, Relkin, Norman, Chiang, Gloria, Ravdin, Lisa, Blumenthal, James A., Karhausen, Jorn A., Kertai, Miklos D., Podgoreanu, Mihai V., Stafford-Smith, Mark, Swaminathan, Madhav, Warner, David S., Funk, Bonita L., Balajonda, Narai, Brassard, Rachele, Cooter, Mary, Toulgoat-Dubois, Yanne, Waweru, Peter, Babyak, Michael A., Blumenthal, James A., Browndyke, Jeffrey N., Welsh-Bohmer, Kathleen A., Sketch, Michael H., Jr., Bennett, Ellen R., Graffagnino, Carmelo, Laskowitz, Daniel T., Strittmatter, Warren J., Collins, Kevin, Smigla, Greg, Shearer, Ian, D’Amico, Thomas A., Daneshmand, Mani A., Gaca, R. Jeffrey G., Glower, Donald D., Haney, Jack, Harpole, R. David, Hartwig, Mathew G., Hughes, G. Chad, Klapper, Jacob A., Lin, Shu S., Lodge, Andrew J., Milano, Carmelo A., Plichta, Ryan P., Schroeder, Jacob N., Smith, Peter K., and Tong, Betty C.

Published
2018
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25. Glucose metabolism patterns: A potential index to characterize brain ageing and predict high conversion risk into cognitive impairment

Author

Jiang, Jiehui, Sheng, Can, Aisen, Paul, Dang, Mimi, Stern, Yaakov, Honig, Lawrence S, Bell, Karen L, Ances, Beau, Carroll, Maria, Leon, Sue, Mintun, Mark A, Schneider, Stacy, Oliver, Angela, Petersen, Ronald, Marson, Daniel, Griffith, Randall, Clark, David, Geldmacher, David, Brockington, John, Roberson, Erik, Grossman, Hillel, Mitsis, Effie, de Toledo-Morrell, Leyla, Shah, Raj C, Jack, Clifford R, Duara, Ranjan, Varon, Daniel, Greig, Maria T, Roberts, Peggy, Onyike, Chiadi, D'Agostino, Daniel, Kielb, Stephanie, Galvin, James E, Cerbone, Brittany, Michel, Christina A, Jagust, William, Rusinek, Henry, de Leon, Mony J, Glodzik, Lidia, De Santi, Susan, Murali Doraiswamy, P., Petrella, Jeffrey R, Wong, Terence Z, Arnold, Steven E, Karlawish, Jason H, Wolk, David, Trojanowski, John Q, Smith, Charles D, Jicha, Greg, Hardy, Peter, Sinha, Partha, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Toga, Arthur W, Goldstein, Bonnie S, Martin, Kim, Makino, Kelly M, Saleem Ismail, M., Brand, Connie, Mulnard, Ruth A, Thai, Gaby, McAdams-Ortiz, Catherine, Womack, Kyle, Mathews, Dana, Beckett, Laurel, Quiceno, Mary, Diaz-Arrastia, Ramon, King, Richard, Weiner, Myron, Martin-Cook, Kristen, DeVous, Michael, I Levey, Allan, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Green, Robert C, Anderson, Heather S, Swerdlow, Russell H, Apostolova, Liana, Tingus, Kathleen, Woo, Ellen, Silverman, Daniel H S, Lu, Po H, Bartzokis, George, Graff-Radford, Neill R, Parfitt, Francine, Saykin, Andrew J, Kendall, Tracy, Johnson, Heather, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Herring, Scott, Hunt, Cynthia, van Dyck, Christopher H, Carson, Richard E, MacAvoy, Martha G, Morris, John, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Robin Hsiung, Ging-Yuek, Feldman, Howard, Mudge, Benita, Assaly, Michele, Bernick, Charles, Munic, Donna, Kertesz, Andrew, Chen, Guanqun, Shaw, Leslie, Rogers, John, Trost, Dick, Kerwin, Diana, Lipowski, Kristine, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Khachaturian, Zaven, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad, Frey, Meghan, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan N, Sorensen, Greg, Belden, Christine M, Jacobson, Sandra A, Sirrel, Sherye A, Kowall, Neil, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Allard, Joanne, Lerner, Alan, Kuller, Lew, Ogrocki, Paula, Hudson, Leon, Fletcher, Evan, Carmichae, Owen, Olichney, John, DeCarli, Charles, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Raichle, Marcus, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Paul, Steven, Scharre, Douglas W, Kataki, Maria, Adeli, Anahita, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Santulli, Robert B, Davies, Peter, Kitzmiller, Tamar J, Schwartz, Eben S, Sink, Kaycee M, Williamson, Jeff D, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Fillit, Howard, Malloy, Paul, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Pasternak, Stephen, Rachinsky, Irina, Drost, Dick, Hefti, Franz, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K, Ponto, Laura L Boles, Shim, Hyungsub, Elizabeth Smith, Karen, Relkin, Norman, Chaing, Gloria, Raudin, Lisa, Holtzman, David, Smith, Amanda, Fargher, Kristin, Raj, Balebail Ashok, Neylan, Thomas, Grafman, Jordan, Davis, Melissa, Morrison, Rosemary, Hayes, Jacqueline, Finley, Shannon, Friedl, Karl, Liu, Chunhua, Mesulam, Marek M, Fleischman, Debra, Arfanakis, Konstantinos, James, Olga, Massoglia, Dino, Jay Fruehling, J., Harding, Sandra, Peskind, Elaine R, Petrie, Eric C, Li, Gail, Yesavage, Jerome A, Potter, William, Taylor, Joy L, Furst, Ansgar J, Snyder, Peter, Schwartz, Adam, Montine, Tom, Thomas, Ronald G, Donohue, Michael, Walter, Sarah, Gessert, Devon, Sather, Tamie, Jin, Shichen, Jiminez, Gus, Harvey, Danielle, Bernstein, Matthew, Thompson, Paul, Schuff, Norbert, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Vemuri, Prashanthi, Jones, David, Li, Lanlan, Kantarci, Kejal, Ward, Chad, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Mathis, Chet, Landau, Susan, Cairns, Nigel J, Householder, Erin, Jiang, Xueyan, Taylor-Reinwald, Lisa, Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Crawford, Karen, Neu, Scott, Foroud, Tatiana M, Potkin, Steven G, Shen, Li, Faber, Kelley, Han, Ying, Kim, Sungeun, Nho, Kwangsik, Thal, Leon, Buckholtz, Neil, Albert, Marylyn, Frank, Richard, Hsiao, John, Kaye, Jeffrey, Quinn, Joseph, Lind, Betty, Initiative, Alzheimer’s Disease Neuroimaging, Carter, Raina, Dolen, Sara, Schneider, Lon S, Pawluczyk, Sonia, Beccera, Mauricio, Teodoro, Liberty, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Fleisher, Adam, Weiner, Michael W, Heidebrink, Judith L, Lord, Joanne L, Mason, Sara S, Albers, Colleen S, Knopman, David S, Johnson, Kris, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, and Rountree, Susan

Subjects
Glucose metabolism, Positron emission tomography, Aging, Pattern, Brain, Glucose, Brain ageing, Alzheimer Disease, Fluorodeoxyglucose F18, Positron-Emission Tomography, Humans, Original Article, Cognitive Dysfunction, ddc:610, Geriatrics and Gerontology, Aged
Abstract

Exploring individual hallmarks of brain ageing is important. Here, we propose the age-related glucose metabolism pattern (ARGMP) as a potential index to characterize brain ageing in cognitively normal (CN) elderly people. We collected (18)F-fluorodeoxyglucose ((18)F-FDG) PET brain images from two independent cohorts: the Alzheimer’s Disease Neuroimaging Initiative (ADNI, N = 127) and the Xuanwu Hospital of Capital Medical University, Beijing, China (N = 84). During follow-up (mean 80.60 months), 23 participants in the ADNI cohort converted to cognitive impairment. ARGMPs were identified using the scaled subprofile model/principal component analysis method, and cross-validations were conducted in both independent cohorts. A survival analysis was further conducted to calculate the predictive effect of conversion risk by using ARGMPs. The results showed that ARGMPs were characterized by hypometabolism with increasing age primarily in the bilateral medial superior frontal gyrus, anterior cingulate and paracingulate gyri, caudate nucleus, and left supplementary motor area and hypermetabolism in part of the left inferior cerebellum. The expression network scores of ARGMPs were significantly associated with chronological age (R = 0.808, p

Published
2022
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26. A meta-analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium

Author

US Department of Veterans Affairs, Conselho Nacional de Desenvolvimento Científico e Tecnológico (Brasil), Swedish Research Council for Health, Working Life and Welfare, Fundação Amazônia de Amparo a Estudos e Pesquisas, Instituto de Salud Carlos III, National Health and Medical Research Council (Australia), National Institutes of Health (US), National Science Foundation (US), Research Council of Norway, Science Foundation Ireland, Wellcome Trust, Gutman, Boris A., van Erp, Theo G. M., Alpert, Kathryn I., Ching, Christopher R. K., Isaev, Dmitry, Ragothaman, Anjani, Jahanshad, Neda, Saremi, Arvin, Zavaliangos-Petropulu, Artemis, Glahn, David C., Shen, Li, Cong, Shan, Alnæs, Dag, Andreassen, Ole A., DoanNhat Trung, Westlye, Lars T., Kochunov, Peter, Satterthwaite, Theodore D., Wolf, Daniel H., Huang, Alexander J., Kessler, Charles, Weideman, Andrea, Nguyen, Dana, Mueller, Bryon A., Faziola, Lawrence, Potkin, Steven G., Preda Adrian, Mathalon, Daniel H., Bustillo Juan, Calhoun, Vincent, Ford, Judith M., Walton, Esther, Ehrlich, Stefan, Ducci, Giuseppe, Banaj, Nerisa, Piras, Fabrizio, Piras, Federica, Spalletta, Gianfranco, Canales-Rodríguez, Erick J., Fuentes-Claramonte, Paola, Pomarol-Clotet, Edith, Radua, Joaquim, Salvador, Raymond, Sarró, Salvador, Dickie, Erin W., Voineskos, Aristotle, Tordesillas-Gutiérrez, Diana, Crespo-Facorro, Benedicto, Setién-Suero, Esther, Mayoral-van Son, Jacqueline, Borgwardt, Stefan, Schönborn-Harrisberger, Fabienne, Morris, Derek, Donohoe, Gary, Holleran, Laurena, Cannon, Dara M., McDonald, Colm, Corvin, Aiden, Gill, Michael, Busatto, Geraldo F., Rosa, Pedro G. P., Serpa, Mauricio H., Zanetti, Marcus V., Lebedeva, Irina, Kaleda, Vasiliy G., Tomyshev, Alexander S., Crow, Tim, James, Anthony, Cervenka, Simon, Sellgren, Carl M., Fatouros-Bergman, Helena, Agartz, Ingrid, Howells, Fleur M., Stein, Dan J., Temmingh, Henk S., Uhlmann, Anne, Zubicaray, Greig I. de, McMahon, Katie L., Wright, Margaret J., Cobia, Derin, Csernansky, John G., Thompson, Paul M., Turner, Jessica A., Wang, Lei, US Department of Veterans Affairs, Conselho Nacional de Desenvolvimento Científico e Tecnológico (Brasil), Swedish Research Council for Health, Working Life and Welfare, Fundação Amazônia de Amparo a Estudos e Pesquisas, Instituto de Salud Carlos III, National Health and Medical Research Council (Australia), National Institutes of Health (US), National Science Foundation (US), Research Council of Norway, Science Foundation Ireland, Wellcome Trust, Gutman, Boris A., van Erp, Theo G. M., Alpert, Kathryn I., Ching, Christopher R. K., Isaev, Dmitry, Ragothaman, Anjani, Jahanshad, Neda, Saremi, Arvin, Zavaliangos-Petropulu, Artemis, Glahn, David C., Shen, Li, Cong, Shan, Alnæs, Dag, Andreassen, Ole A., DoanNhat Trung, Westlye, Lars T., Kochunov, Peter, Satterthwaite, Theodore D., Wolf, Daniel H., Huang, Alexander J., Kessler, Charles, Weideman, Andrea, Nguyen, Dana, Mueller, Bryon A., Faziola, Lawrence, Potkin, Steven G., Preda Adrian, Mathalon, Daniel H., Bustillo Juan, Calhoun, Vincent, Ford, Judith M., Walton, Esther, Ehrlich, Stefan, Ducci, Giuseppe, Banaj, Nerisa, Piras, Fabrizio, Piras, Federica, Spalletta, Gianfranco, Canales-Rodríguez, Erick J., Fuentes-Claramonte, Paola, Pomarol-Clotet, Edith, Radua, Joaquim, Salvador, Raymond, Sarró, Salvador, Dickie, Erin W., Voineskos, Aristotle, Tordesillas-Gutiérrez, Diana, Crespo-Facorro, Benedicto, Setién-Suero, Esther, Mayoral-van Son, Jacqueline, Borgwardt, Stefan, Schönborn-Harrisberger, Fabienne, Morris, Derek, Donohoe, Gary, Holleran, Laurena, Cannon, Dara M., McDonald, Colm, Corvin, Aiden, Gill, Michael, Busatto, Geraldo F., Rosa, Pedro G. P., Serpa, Mauricio H., Zanetti, Marcus V., Lebedeva, Irina, Kaleda, Vasiliy G., Tomyshev, Alexander S., Crow, Tim, James, Anthony, Cervenka, Simon, Sellgren, Carl M., Fatouros-Bergman, Helena, Agartz, Ingrid, Howells, Fleur M., Stein, Dan J., Temmingh, Henk S., Uhlmann, Anne, Zubicaray, Greig I. de, McMahon, Katie L., Wright, Margaret J., Cobia, Derin, Csernansky, John G., Thompson, Paul M., Turner, Jessica A., and Wang, Lei

Abstract

Schizophrenia is associated with widespread alterations in subcortical brain structure. While analytic methods have enabled more detailed morphometric characterization, findings are often equivocal. In this meta-analysis, we employed the harmonized ENIGMA shape analysis protocols to collaboratively investigate subcortical brain structure shape differences between individuals with schizophrenia and healthy control participants. The study analyzed data from 2,833 individuals with schizophrenia and 3,929 healthy control participants contributed by 21 worldwide research groups participating in the ENIGMA Schizophrenia Working Group. Harmonized shape analysis protocols were applied to each site's data independently for bilateral hippocampus, amygdala, caudate, accumbens, putamen, pallidum, and thalamus obtained from T1-weighted structural MRI scans. Mass univariate meta-analyses revealed more-concave-than-convex shape differences in the hippocampus, amygdala, accumbens, and thalamus in individuals with schizophrenia compared with control participants, more-convex-than-concave shape differences in the putamen and pallidum, and both concave and convex shape differences in the caudate. Patterns of exaggerated asymmetry were observed across the hippocampus, amygdala, and thalamus in individuals with schizophrenia compared to control participants, while diminished asymmetry encompassed ventral striatum and ventral and dorsal thalamus. Our analyses also revealed that higher chlorpromazine dose equivalents and increased positive symptom levels were associated with patterns of contiguous convex shape differences across multiple subcortical structures. Findings from our shape meta-analysis suggest that common neurobiological mechanisms may contribute to gray matter reduction across multiple subcortical regions, thus enhancing our understanding of the nature of network disorganization in schizophrenia.

Published
2022

27. KL-VS heterozygosity is associated with lower amyloid-dependent tau accumulation and memory impairment in Alzheimer’s disease

Author

Neitzel, Julia, Franzmeier, Nicolai, Petersen, Ronald, Clark, David, Geldmacher, David, Brockington, John, Roberson, Erik, Grossman, Hillel, Mitsis, Effie, deToledo-Morrell, Leyla, Shah, Raj C, Duara, Ranjan, Varon, Daniel, Jack, Clifford R, Greig, Maria T, Roberts, Peggy, Albert, Marilyn, Onyike, Chiadi, D'Agostino, Daniel, Kielb, Stephanie, Galvin, James E, Pogorelec, Dana M, Cerbone, Brittany, Michel, Christina A, Jagust, William, Rusinek, Henry, de Leon, Mony J, Glodzik, Lidia, De Santi, Susan, Doraiswamy, P Murali, Petrella, Jeffrey R, Wong, Terence Z, Arnold, Steven E, Karlawish, Jason H, Wolk, David, Trojanowki, John Q, Smith, Charles D, Jicha, Greg, Hardy, Peter, Sinha, Partha, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Toga, Arthur W, Goldstein, Bonnie S, Martin, Kim, Makino, Kelly M, Ismail, Muhammad, Brand, Connie, Mulnard, Ruth A, Thai, Gaby, Mc Adams Ortiz, Catherine, Womack, Kyle, Mathews, Dana, Beckett, Laurel, Quiceno, Mary, Arrastia, Ramon Diaz, King, Richard, Weiner, Myron, Cook, Kristen Martin, DeVous, Michael, Levey, Allan I, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Green, Robert C, Anderson, Heather S, Swerdlow, Russell H, Apostolova, Liana, Tingus, Kathleen, Woo, Ellen, Silverman, Daniel H S, Lu, Po H, Bartzokis, George, Radford, Neill R Graff, ParfittH, Francine, Saykin, Andrew J, Kendall, Tracy, Johnson, Heather, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Herring, Scott, Hunt, Cynthia, van Dyck, Christopher H, Carson, Richard E, MacAvoy, Martha G, Morris, John, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Hsiung, Ging Yuek Robin, Feldman, Howard, Mudge, Benita, Past, Michele Assaly, Shaw, Leslie, Kertesz, Andrew, Rogers, John, Trost, Dick, Bernick, Charles, Munic, Donna, Kerwin, Diana, Mesulam, Marek Marsel, Lipowski, Kristine, Wu, Chuang Kuo, Johnson, Nancy, Rubinski, Anna, Liu, Enchi, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad, Frey, Meghan, Montine, Tom, Yesavage, Jerome, Taylor, Joy L, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan N, Belden, Christine M, Jacobson, Sandra A, Sirrel, Sherye A, Kowall, Neil, Thomas, Ronald G, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Wolday, Saba, Allard, Joanne, Lerner, Alan, Ogrocki, Paula, Hudson, Leon, Donohue, Michael, Fletcher, Evan, Carmichael, Owen, Olichney, John, DeCarli, Charles, Kittur, Smita, Borrie, Michael, Lee, T. Y., Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Walter, Sarah, Carlsson, Cynthia M, Potkin, Steven G, Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W, Gessert, Devon, Kataki, Maria, Adeli, Anahita, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Santulli, Robert B, Kitzmiller, Tamar J, Sather, Tamie, Schwartz, Eben S, SinkS, Kaycee M, Williamson, Jeff D, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Jiminez, Gus, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Finger, Elizabether, Pasternak, Stephen, Rachinsky, Irina, Drost, Dick, Harvey, Danielle, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K, Ponto, Laura L Boles, Shim, Hyungsub, Smith, Karen Elizabeth, Relkin, Norman, Chaing, Gloria, Raudin, Lisa, Bernstein, Matthew, Smith, Amanda, Fargher, Kristin, Raj, Balebail Ashok, Dichgans, Martin, Fox, Nick, Thompson, Paul, Schuff, Norbert, DeCArli, Charles, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Vemuri, Prashanthi, Jones, David, Kantarci, Kejal, Brendel, Matthias, Ward, Chad, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Mathis, Chet, Landau, Susan, Cairns, Nigel J, Householder, Erin, Reinwald, Lisa Taylor, Initiative, Alzheimer’s Disease Neuroimaging, Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Crawford, Karen, Neu, Scott, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Kelley, Faber, Kim, Sungeun, Malik, Rainer, Nho, Kwangsik, Kachaturian, Zaven, Frank, Richard, Snyder, Peter J, Molchan, Susan, Kaye, Jeffrey, Quinn, Joseph, Lind, Betty, Carter, Raina, Dolen, Sara, Ewers, Michael, Schneider, Lon S, Pawluczyk, Sonia, Beccera, Mauricio, Teodoro, Liberty, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Fleisher, Adam, Heidebrink, Judith L, Lord, Joanne L, Weiner, Michael, Mason, Sara S, Albers, Colleen S, Knopman, David S, Johnson, Kris, Doody, Rachelle S, Meyer, Javier Villanueva, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stern, Yaakov, Aisen, Paul, Honig, Lawrence S, Bell, Karen L, Ances, Beau, Morris, John C, Carroll, Maria, Leon, Sue, Mintun, Mark A, Schneider, Stacy, OliverNG, Angela, Griffith, Randall, Radiology & Nuclear Medicine, and Epidemiology

Subjects
Male, Heterozygote, metabolism [Amyloid beta-Peptides], Molecular imaging, Gene Expression, genetics [Alzheimer Disease], klotho protein, tau Proteins, Polymorphism, Single Nucleotide, Article, metabolism [Apolipoproteins E], Apolipoproteins E, genetics [Memory Disorders], Alzheimer Disease, mental disorders, Humans, metabolism [Glucuronidase], diagnostic imaging [Brain], Klotho Proteins, Aged, Glucuronidase, Memory Disorders, Amyloid beta-Peptides, genetics [Glucuronidase], methods [Positron-Emission Tomography], metabolism [Memory Disorders], Brain, Alzheimer's disease, Middle Aged, metabolism [tau Proteins], Haplotypes, metabolism [Brain], Positron-Emission Tomography, genetics [Apolipoproteins E], Dementia, Female, ddc:500, metabolism [Alzheimer Disease], Protein Binding
Abstract

Klotho-VS heterozygosity (KL-VShet) is associated with reduced risk of Alzheimer’s disease (AD). However, whether KL-VShet is associated with lower levels of pathologic tau, i.e., the key AD pathology driving neurodegeneration and cognitive decline, is unknown. Here, we assessed the interaction between KL-VShet and levels of beta-amyloid, a key driver of tau pathology, on the levels of PET-assessed neurofibrillary tau in 551 controls and patients across the AD continuum. KL-VShet showed lower cross-sectional and longitudinal increase in tau-PET per unit increase in amyloid-PET when compared to that of non-carriers. This association of KL-VShet on tau-PET was stronger in Klotho mRNA-expressing brain regions mapped onto a gene expression atlas. KL-VShet was related to better memory functions in amyloid-positive participants and this association was mediated by lower tau-PET. Amyloid-PET levels did not differ between KL-VShet carriers versus non-carriers. Together, our findings provide evidence to suggest a protective role of KL-VShet against amyloid-related tau pathology and tau-related memory impairments in elderly humans at risk of AD dementia., The KL-VS haplotype of the Klotho gene has been associated with reduced risk of Alzheimer’s disease and dementia. Here the authors show an association between the KL-VS haplotype and amyloid-dependent tau accumulation using PET data.

Published
2021
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28. A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium

Author

Gutman, Boris A., primary, Erp, Theo G.M., additional, Alpert, Kathryn, additional, Ching, Christopher R. K., additional, Isaev, Dmitry, additional, Ragothaman, Anjani, additional, Jahanshad, Neda, additional, Saremi, Arvin, additional, Zavaliangos‐Petropulu, Artemis, additional, Glahn, David C., additional, Shen, Li, additional, Cong, Shan, additional, Alnæs, Dag, additional, Andreassen, Ole Andreas, additional, Doan, Nhat Trung, additional, Westlye, Lars T., additional, Kochunov, Peter, additional, Satterthwaite, Theodore D., additional, Wolf, Daniel H., additional, Huang, Alexander J., additional, Kessler, Charles, additional, Weideman, Andrea, additional, Nguyen, Dana, additional, Mueller, Bryon A., additional, Faziola, Lawrence, additional, Potkin, Steven G., additional, Preda, Adrian, additional, Mathalon, Daniel H., additional, Bustillo, Juan, additional, Calhoun, Vince, additional, Ford, Judith M., additional, Walton, Esther, additional, Ehrlich, Stefan, additional, Ducci, Giuseppe, additional, Banaj, Nerisa, additional, Piras, Fabrizio, additional, Piras, Federica, additional, Spalletta, Gianfranco, additional, Canales‐Rodríguez, Erick J., additional, Fuentes‐Claramonte, Paola, additional, Pomarol‐Clotet, Edith, additional, Radua, Joaquim, additional, Salvador, Raymond, additional, Sarró, Salvador, additional, Dickie, Erin W., additional, Voineskos, Aristotle, additional, Tordesillas‐Gutiérrez, Diana, additional, Crespo‐Facorro, Benedicto, additional, Setién‐Suero, Esther, additional, Son, Jacqueline Mayoral, additional, Borgwardt, Stefan, additional, Schönborn‐Harrisberger, Fabienne, additional, Morris, Derek, additional, Donohoe, Gary, additional, Holleran, Laurena, additional, Cannon, Dara, additional, McDonald, Colm, additional, Corvin, Aiden, additional, Gill, Michael, additional, Filho, Geraldo Busatto, additional, Rosa, Pedro G. P., additional, Serpa, Mauricio H., additional, Zanetti, Marcus V., additional, Lebedeva, Irina, additional, Kaleda, Vasily, additional, Tomyshev, Alexander, additional, Crow, Tim, additional, James, Anthony, additional, Cervenka, Simon, additional, Sellgren, Carl M, additional, Fatouros‐Bergman, Helena, additional, Agartz, Ingrid, additional, Howells, Fleur, additional, Stein, Dan J., additional, Temmingh, Henk, additional, Uhlmann, Anne, additional, Zubicaray, Greig I., additional, McMahon, Katie L., additional, Wright, Margie, additional, Cobia, Derin, additional, Csernansky, John G., additional, Thompson, Paul M., additional, Turner, Jessica A., additional, and Wang, Lei, additional

Published
2021
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30. Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA

Author

Radua, Joaquim, primary, Vieta, Eduard, additional, Shinohara, Russell, additional, Kochunov, Peter, additional, Quidé, Yann, additional, Green, Melissa J., additional, Weickert, Cynthia S., additional, Weickert, Thomas, additional, Bruggemann, Jason, additional, Kircher, Tilo, additional, Nenadić, Igor, additional, Cairns, Murray J., additional, Seal, Marc, additional, Schall, Ulrich, additional, Henskens, Frans, additional, Fullerton, Janice M., additional, Mowry, Bryan, additional, Pantelis, Christos, additional, Lenroot, Rhoshel, additional, Cropley, Vanessa, additional, Loughland, Carmel, additional, Scott, Rodney, additional, Wolf, Daniel, additional, Satterthwaite, Theodore D., additional, Tan, Yunlong, additional, Sim, Kang, additional, Piras, Fabrizio, additional, Spalletta, Gianfranco, additional, Banaj, Nerisa, additional, Pomarol-Clotet, Edith, additional, Solanes, Aleix, additional, Albajes-Eizagirre, Anton, additional, Canales-Rodríguez, Erick J., additional, Sarro, Salvador, additional, Di Giorgio, Annabella, additional, Bertolino, Alessandro, additional, Stäblein, Michael, additional, Oertel, Viola, additional, Knöchel, Christian, additional, Borgwardt, Stefan, additional, du Plessis, Stefan, additional, Yun, Je-Yeon, additional, Kwon, Jun Soo, additional, Dannlowski, Udo, additional, Hahn, Tim, additional, Grotegerd, Dominik, additional, Alloza, Clara, additional, Arango, Celso, additional, Janssen, Joost, additional, Díaz-Caneja, Covadonga, additional, Jiang, Wenhao, additional, Calhoun, Vince, additional, Ehrlich, Stefan, additional, Yang, Kun, additional, Cascella, Nicola G., additional, Takayanagi, Yoichiro, additional, Sawa, Akira, additional, Tomyshev, Alexander, additional, Lebedeva, Irina, additional, Kaleda, Vasily, additional, Kirschner, Matthias, additional, Hoschl, Cyril, additional, Tomecek, David, additional, Skoch, Antonin, additional, van Amelsvoort, Therese, additional, Bakker, Geor, additional, James, Anthony, additional, Preda, Adrian, additional, Weideman, Andrea, additional, Stein, Dan J., additional, Howells, Fleur, additional, Uhlmann, Anne, additional, Temmingh, Henk, additional, López-Jaramillo, Carlos, additional, Díaz-Zuluaga, Ana, additional, Fortea, Lydia, additional, Martinez-Heras, Eloy, additional, Solana, Elisabeth, additional, Llufriu, Sara, additional, Jahanshad, Neda, additional, Thompson, Paul, additional, Turner, Jessica, additional, van Erp, Theo, additional, Glahn, David, additional, Pearlson, Godfrey, additional, Hong, Elliot, additional, Krug, Axel, additional, Carr, Vaughan, additional, Tooney, Paul, additional, Cooper, Gavin, additional, Rasser, Paul, additional, Michie, Patricia, additional, Catts, Stanley, additional, Gur, Raquel, additional, Gur, Ruben, additional, Yang, Fude, additional, Fan, Fengmei, additional, Chen, Jingxu, additional, Guo, Hua, additional, Tan, Shuping, additional, Wang, Zhiren, additional, Xiang, Hong, additional, Piras, Federica, additional, Assogna, Francesca, additional, Salvador, Raymond, additional, McKenna, Peter, additional, Bonvino, Aurora, additional, King, Margaret, additional, Kaiser, Stefan, additional, Nguyen, Dana, additional, and Pineda-Zapata, Julian, additional

Published
2020
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32. Higher CSF sTREM2 attenuates ApoE4-related risk for cognitive decline and neurodegeneration

Author

Franzmeier, Nicolai, Suárez-Calvet, M., Kleinberger, Gernot, Doraiswamy, P Murali, Petrella, Jeffrey R, Arnold, Steven E, Karlawish, Jason H, Wolk, David, Smith, Charles D, Jicha, Greg, Hardy, Peter, Lopez, Oscar L, Oakley, Mary Ann, Haass, Christian, Simpson, Donna M, Ismail, M Saleem, Brand, Connie, Mulnard, Ruth A, Thai, Gaby, Mc-Adams-Ortiz, Catherine, Diaz-Arrastia, Ramon, Martin-Cook, Kristen, DeVous, Michael, Levey, Allan I, Ewers, Michael, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Anderson, Heather S, Swerdlow, Russell H, Bartzokis, George, Silverman, Daniel H S, Lu, Po H, Apostolova, Liana, Graff-Radford, Neill R, Initiative, Alzheimer’s Disease Neuroimaging, Parfitt, Francine, Johnson, Heather, Farlow, Martin, Herring, Scott, Hake, Ann M, van Dyck, Christopher H, Carson, Richard E, MacAvoy, Martha G, Chertkow, Howard, Bergman, Howard, Weiner, Michael, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Hsiung, Ging-Yuek Robin, Feldman, Howard, Assaly, Michele, Kertesz, Andrew, Rogers, John, Trost, Dick, Aisen, Paul, Bernick, Charles, Munic, Donna, Wu, Chuang-Kuo, Johnson, Nancy, Mesulam, Marsel, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Novak, Gerald, Reynolds, Brigid, Sperling, Reisa A, Frey, Meghan, Johnson, Keith A, Rosen, Allyson, Tinklenberg, Jared, Ashford, Wes, Sabbagh, Marwan, Belden, Christine, Jacobson, Sandra, Green, Robert C, Killiany, Ronald, Norbash, Alexander, Nair, Anil, Obisesan, Thomas O, Wolday, Saba, Bwayo, Salome K, Lerner, Alan, Hudson, Leon, Ogrocki, Paula, Fletcher, Evan, Montine, Tom, Carmichael, Owen, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Potkin, Steven G, Preda, Adrian, Petersen, Ronald, Nguyen, Dana, Tariot, Pierre, Fleisher, Adam, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Hendin, Barry A, Scharre, Douglas W, Kataki, Maria, Frontzkowski, Lukas, Gamst, Anthony, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Hosp, Hartford, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Santulli, Robert B, Schwartz, Eben S, Williamson, Jeff D, Thomas, Ronald G, Sink, Kaycee M, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Donohue, Michael, Mintzer, Jacobo, Longmire, Crystal Flynn, Spicer, Kenneth, Walter, Sarah, Gessert, Devon, Sather, Tamie, Beckett, Laurel, Harvey, Danielle, Kornak, John, Jack, Clifford R, Moore, Annah, Dale, Anders, Bernstein, Matthew, Felmlee, Joel, Fox, Nick, Thompson, Paul, Schuff, Norbert, Alexander, Gene, DeCarli, Charles, Jagust, William, Bandy, Dan, Hohman, Timothy J, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Mathis, Chet, Morris, John, Cairns, Nigel J, Taylor-Reinwald, Lisa, Trojanowki, J. Q., Shaw, Les, Morenas-Rodriguez, Estrella, Lee, Virginia M Y, Korecka, Magdalena, Toga, Arthur W, Crawford, Karen, Neu, Scott, Saykin, Andrew J, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Kachaturian, Zaven, Nuscher, Brigitte, Frank, Richard, Snyder, Peter J, Molchan, Susan, Kaye, Jeffrey, Dolen, Sara, Quinn, Joseph, Schneider, Lon S, Pawluczyk, Sonia, Spann, Bryan M, Brewer, James, Shaw, Leslie, Vanderswag, Helen, Heidebrink, Judith L, Lord, Joanne L, Johnson, Kris, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, Stern, Yaakov, Honig, Lawrence S, Bell, Karen L, Trojanowski, John Q, Morris, John C, Mintun, Mark A, Schneider, Stacy, Marson, Daniel, Griffith, Randall, Clark, David, Grossman, Hillel, Mitsis, Effie, Romirowsky, Aliza, deToledo-Morrell, Leyla, Dichgans, Martin, Shah, Raj C, Duara, Ranjan, Varon, Daniel, Roberts, Peggy, Albert, Marilyn, Onyike, Chiadi, Kielb, Stephanie, Rusinek, Henry, de Leon, Mony J, and Glodzik, Lidia

Subjects
Male, Aging, pathology [Cognitive Dysfunction], Apolipoprotein E4, Cognitive decline, genetics [Alzheimer Disease], Neurodegenerative, lcsh:Geriatrics, Alzheimer's Disease, lcsh:RC346-429, pathology [Alzheimer Disease], Immunologic, Receptors, 80 and over, 2.1 Biological and endogenous factors, sTREM2, Microglial activation, Aetiology, Receptors, Immunologic, genetics [Apolipoprotein E4], Aged, 80 and over, Membrane Glycoproteins, pathology [Nerve Degeneration], cerebrospinal fluid [Alzheimer Disease], cerebrospinal fluid [Cognitive Dysfunction], Neurological, Female, cerebrospinal fluid [Membrane Glycoproteins], Alzheimer’s disease, Research Article, Clinical Sciences, ApoE4, Clinical Research, Alzheimer Disease, ddc:570, Acquired Cognitive Impairment, Genetics, Humans, Cognitive Dysfunction, Genetic Predisposition to Disease, Neurodegeneration, lcsh:Neurology. Diseases of the nervous system, Aged, Neurology & Neurosurgery, Neurosciences, genetics [Cognitive Dysfunction], Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD), Alzheimer’s Disease Neuroimaging Initiative, Brain Disorders, lcsh:RC952-954.6, Nerve Degeneration, Dementia
Abstract

Background The Apolipoprotein E ε4 allele (i.e. ApoE4) is the strongest genetic risk factor for sporadic Alzheimer’s disease (AD). TREM2 (i.e. Triggering receptor expressed on myeloid cells 2) is a microglial transmembrane protein brain that plays a central role in microglia activation in response to AD brain pathologies. Whether higher TREM2-related microglia activity modulates the risk to develop clinical AD is an open question. Thus, the aim of the current study was to assess whether higher sTREM2 attenuates the effects of ApoE4-effects on future cognitive decline and neurodegeneration. Methods We included 708 subjects ranging from cognitively normal (CN, n = 221) to mild cognitive impairment (MCI, n = 414) and AD dementia (n = 73) from the Alzheimer’s disease Neuroimaging Initiative. We used linear regression to test the interaction between ApoE4-carriage by CSF-assessed sTREM2 levels as a predictor of longitudinally assessed cognitive decline and MRI-assessed changes in hippocampal volume changes (mean follow-up of 4 years, range of 1.7-7 years). Results Across the entire sample, we found that higher CSF sTREM2 at baseline was associated with attenuated effects of ApoE4-carriage (i.e. sTREM2 x ApoE4 interaction) on longitudinal global cognitive (p = 0.001, Cohen’s f 2 = 0.137) and memory decline (p = 0.006, Cohen’s f 2 = 0.104) as well as longitudinally assessed hippocampal atrophy (p = 0.046, Cohen’s f 2 = 0.089), independent of CSF markers of primary AD pathology (i.e. Aβ1–42, p-tau181). While overall effects of sTREM2 were small, exploratory subanalyses stratified by diagnostic groups showed that beneficial effects of sTREM2 were pronounced in the MCI group. Conclusion Our results suggest that a higher CSF sTREM2 levels are associated with attenuated ApoE4-related risk for future cognitive decline and AD-typical neurodegeneration. These findings provide further evidence that TREM2 may be protective against the development of AD.

Published
2020
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33. Neuropathologic features associated with basal forebrain atrophy in Alzheimer disease

Author

Teipel, Stefan J, Fritz, H-Christian, Toga, Arthur W., Roberts, Peggy, Albert, Marilyn, Onyike, Chiadi, Kielb, Stephanie, Rusinek, Henry, de Leon, Mony J, Glodzik, Lidia, De Santi, Susan, Doraiswamy, P. Murali, Petrella, Jeffrey R., Beckett, Laurel, Coleman, R. Edward, Arnold, Steven E., Karlawish, Jason H., Wolk, David, Smith, Charles D., Jicha, Greg, Hardy, Peter, Lopez, Oscar L., Oakley, MaryAnn, Simpson, Donna M., Green, Robert C., Porsteinsson, Anton P., Goldstein, Bonnie S., Martin, Kim, Makino, Kelly M., Ismail, M. Saleem, Brand, Connie, Mulnard, Ruth A., Thai, Gaby, Mc-Adams-Ortiz, Catherine, Womack, Kyle, Saykin, Andrew J., Mathews, Dana, Quiceno, Mary, Diaz-Arrastia, Ramon, King, Richard, Weiner, Myron, Martin-Cook, Kristen, DeVous, Michael, Levey, Allan I., Lah, James J., Cellar, Janet S., Morris, John, Burns, Jeffrey M., Anderson, Heather S., Swerdlow, Russell H., Apostolova, Liana, Lu, Po H., Bartzokis, George, Silverman, Daniel H. S., Graff-Radford, Neill R, Parfitt, Francine, Johnson, Heather, Liu, Enchi, Farlow, Martin R., Hake, Ann Marie, Matthews, Brandy R., Herring, Scott, van Dyck, Christopher H., Carson, Richard E., MacAvoy, Martha G., Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Hsiung, Ging-Yuek Robin, Feldman, Howard, Mudge, Benita, Assaly, Michele, Kertesz, Andrew, Rogers, John, Trost, Dick, Montine, Tom, Bernick, Charles, Munic, Donna, Kerwin, Diana, Mesulam, Marek-Marsel, Lipowski, Kristina, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Petersen, Ronald, Scott Turner, Raymond, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A., Johnson, Keith A., Marshall, Gad, Frey, Meghan, Yesavage, Jerome, Taylor, Joy L., Lane, Barton, Aisen, Paul, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan, Belden, Christine, Jacobson, Sandra, Kowall, Neil, Killiany, Ronald, Budson, Andrew E., Norbash, Alexander, Johnson, Patricia Lynn, Grothe, Michel, Gamst, Anthony, Obisesan, Thomas O., Wolday, Saba, Bwayo, Salome K., Lerner, Alan, Hudson, Leon, Ogrocki, Paula, Fletcher, Evan, Carmichael, Owen, Olichney, John, DeCarli, Charles, Thomas, Ronald G., Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M., Potkin, Steven G., Preda, Adrian, Nguyen, Dana, Donohue, Michael, Tariot, Pierre, Fleisher, Adam, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W., Kataki, Maria, Zimmerman, Earl A., Celmins, Dzintra, Walter, Sarah, Brown, Alice D., Pearlson, Godfrey D., Blank, Karen, Anderson, Karen, Santulli, Robert B., Schwartz, Eben S., Sink, Kaycee M., Williamson, Jeff D., Garg, Pradeep, Gessert, Devon, Watkins, Franklin, Ott, Brian R., Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J., Miller, Bruce L., Mintzer, Jacobo, Sather, Tamie, Longmire, Crystal Flynn, Spicer, Kenneth, Finger, Elizabether, Rachinsky, Irina, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K., Boles Ponto, Laura L., Shim, Hyungsub, Smith, Karen Elizabeth, Relkin, Norman, Chaing, Gloria, Raudin, Lisa, Smith, Amanda, Fargher, Kristin, Raj, Balebail Ashok, Harvey, Danielle, Initiative, Alzheimer's Disease Neuroimaging, Kornak, John, Jack, Clifford R., Dale, Anders, Bernstein, Matthew, Felmlee, Joel, Fox, Nick, Thompson, Paul, Schuff, Norbert, Alexander, Gene, Weiner, Michael, Jagust, William, Bandy, Dan, Koeppe, Robert A., Foster, Norm, Reiman, Eric M., Chen, Kewei, Mathis, Chet, Cairns, Nigel J., Taylor-Reinwald, Lisa, Trojanowki, J. Q., Shaw, Les, Lee, Virginia M Y, Korecka, Magdalena, Crawford, Karen, Neu, Scott, Foroud, Tatiana M., Potkin, Steven, Shen, Li, Kachaturian, Zaven, Frank, Richard, Snyder, Peter J., Molchan, Susan, Kaye, Jeffrey, Quinn, Joseph, Lind, Betty, Dolen, Sara, Schneider, Lon S., Pawluczyk, Sonia, Spann, Bryan M., Brewer, James, Vanderswag, Helen, Heidebrink, Judith L., Lord, Joanne L., Johnson, Kris, Doody, Rachelle S., Villanueva-Meyer, Javier, Chowdhury, Munir, Stern, Yaakov, Honig, Lawrence S., Bell, Karen L., Morris, John C., Ances, Beau, Carroll, Maria, Leon, Sue, Mintun, Mark A., Schneider, Stacy, Trojanowki, John Q., Marson, Daniel, Griffith, Randall, Clark, David, Grossman, Hillel, Mitsis, Effie, Romirowsky, Aliza, deToledo-Morrell, Leyla, Shah, Raj C., Duara, Ranjan, Varon, Daniel, Instituto de Salud Carlos III, European Commission, and Ministerio de Ciencia, Innovación y Universidades (España)

Subjects
0301 basic medicine, Male, medicine.medical_specialty, Multivariate analysis, diagnostic imaging [Basal Forebrain], Basal Forebrain, pathology [Basal Forebrain], Logistic regression, Article, 03 medical and health sciences, pathology [Alzheimer Disease], 0302 clinical medicine, Atrophy, Alzheimer Disease, Internal medicine, Ischaemic stroke, Medicine, Humans, ddc:610, Stroke, Cost implications, Aged, Aged, 80 and over, pathology [Atrophy], business.industry, medicine.disease, Magnetic Resonance Imaging, 030104 developmental biology, Charlson comorbidity index, Female, Neurology (clinical), Alzheimer's disease, business, diagnostic imaging [Alzheimer Disease], 030217 neurology & neurosurgery
Abstract

Alzheimer's Disease Neuroimaging Initiative., [Objective] To study the neuropathologic correlates of cholinergic basal forebrain (BF) atrophy as determined using antemortem MRI in the Alzheimer disease (AD) spectrum., [Methods] We determined associations between BF volume from antemortem MRI brain scans and postmortem assessment of neuropathologic features, including neuritic plaques, neurofibrillary tangles (NFTs), Lewy body (LB) pathology, and TDP-43, in 64 cases of the Alzheimer's Disease Neuroimaging Initiative cohort. For comparison, we assessed neuropathologic features associated with hippocampal and parahippocampal gyrus atrophy. In addition to region of interest–based analysis, we determined the association of neuropathologic features with whole brain gray matter volume using regionally unbiased voxel-based volumetry., [Results] BF atrophy was associated with Thal amyloid phases (95% confidence interval [CI] −0.49 to −0.01, p = 0.049) and presence of LB pathology (95% CI −0.54 to −0.06, p = 0.015), as well as with the degree of LB pathology within the nucleus basalis Meynert (95% CI −0.54 to −0.07, p = 0.025). These effects were no longer significant after false discovery rate (FDR) correction. Hippocampal atrophy was significantly associated with the presence of TDP-43 pathology (95% CI −0.61 to −0.17, p = 0.003; surviving FDR correction), in addition to dentate gyrus NFT load (95% CI −0.49 to −0.01, p = 0.044; uncorrected). Voxel-based analysis confirmed spatially restricted effects of Thal phases and presence of LB pathology on BF volume., [Conclusions] These findings indicate that neuropathologic correlates of regional atrophy differ substantially between different brain regions that are typically involved in AD-related neurodegeneration, including different susceptibilities to common comorbid pathologies., M.J.G. is supported by the “Miguel Servet” program [CP19/00031] of the Spanish Instituto de Salud Carlos III (ISCIII-FEDER).

Published
2020
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34. Dual-Model Radiomic Biomarkers Predict Development of Mild Cognitive Impairment Progression to Alzheimer's Disease

Author

Zhou, Hucheng, Jiang, Jiehui, Lu, Jiaying, Wang, Min, Zhang, Huiwei, Zuo, Chuantao, Weiner, Michael W, Aisen, Paul, Petersen, Ronald, Jr, Jack Clifford R, Jagust, William, Trojanowki, John Q, Toga, Arthur W, Beckett, Laurel, Green, Robert C, Saykin, Andrew J, Morris, John, Shaw, Leslie M, Khachaturian, Zaven, Sorensen, Greg, Carrillo, Maria, Kuller, Lew, Raichle, Marc, Paul, Steven, Davies, Peter, Fillit, Howard, Hefti, Franz, Holtzman, David, Mesulam, M Marcel, Potter, William, Snyder, Peter, Lilly, Eli, Montine, Tom, Jimenez, Gustavo, Donohue, Michael, Gessert, Devon, Harless, Kelly, Salazar, Jennifer, Cabrera, Yuliana, Walter, Sarah, Hergesheimer, Lindsey, Harvey, Danielle, Bernstein, Matthew, Fox, Nick, Thompson, Paul, Schuff, Norbert, DeCArli, Charles, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Vemuri, Prashanthi, Jones, David, Kantarci, Kejal, Ward, Chad, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Mathis, Chet, Logovinsky, Veronika, Morris, John C, Cairns, Nigel J, Franklin, Erin, Taylor-Reinwald, Lisa, Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Crawford, Karen, Neu, Scott, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Faber, Kelley, Kim, Sungeun, Nho, Kwangsik, Thal, Lean, Thal, Leon, Buckholtz, Neil, Snyder, Peter J, Albert, Marilyn, Frank, Richard, Hsiao, John, Landau, Susan, Quinn, Joseph, Silbert, Lisa C, Lind, Betty, Kaye, Jeffrey A, Carter, Raina, Dolen, Sara, Schneider, Lon S, Pawluczyk, Sonia, Becerra, Mauricio, Teodoro, Liberty, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Fleisher, Adam, Ziolkowski, Jaimie, Heidebrink, Judith L, Lord, Joanne L, Mason, Sara S, Albers, Colleen S, Knopman, David, Johnson, Kris, Villanueva-Meyer, Javier, Pavlik, Valory, Pacini, Nathaniel, Lamb, Ashley, Kass, Joseph S, Doody, Rachelle S, Shibley, Victoria, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stem, Yaakov, Honig, Lawrence S, Bell, Karen L, Yeh, Randy, Ances, Beau, Winkfield, David, Carroll, Maria, Oliver, Angela, Creech, Mary L, Mintun, Mark A, Schneider, Stacy, Marson, Daniel, Geldmacher, David, Love, Marissa Natelson, Griffith, Randall, Clark, David, Brockington, John, Grossman, Hillel, Mitsis, Effie, Shah, Raj C, Lamar, Melissa, Samuels, Patricia, Duara, Ranjan, Greig-Custo, Maria T, Rodriguez, Rosemarie, Onyike, Chiadi, II, D'Agostino Daniel, Kielb, Stephanie, Sadowski, Martin, Sheikh, Mohammed O, Singleton-Garvin, Jamika, Ulysse, Anaztasia, Gaikwad, Mrunalini, Doraiswamy, P Murali, Petrella, Jeffrey R, James, Olga, Borges-Neto, Salvador, Wong, Terence Z, Coleman, Edward, Karlawish, Jason H, Wolk, David A, Vaishnavi, Sanjeev, Clark, Christopher M, Arnold, Steven E, Smith, Charles D, Jicha, Greg, Hardy, Peter, El Khouli, Riham, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Martin, Kim, Kowalksi, Nancy, Keltz, Melanie, Goldstein, Bonnie S, Makino, Kelly M, Ismail, M Saleem, Brand, Connie, Thai, Gaby, Pierce, Aimee, Yanez, Beatriz, Sosa, Elizabeth, Witbracht, Megan, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Levey, Allan I, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Swerdlow, Russell H, Brooks, William M, Woo, Ellen, Silverman, Daniel HS, Teng, Edmond, Kremen, Sarah, Apostolova, Liana, Tingus, Kathleen, Lu, Po H, Bartzokis, George, Graff-Radford, Neill R, Parfitt, Francine, Poki-Walker, Kim, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Brosch, Jared R, Herring, Scott, van Dyck, Christopher H, Carson, Richard E, Varma, Pradeep, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Heyn, Chris Chinthaka, Hsiung, Ging-Yuek Robin, Mudge, Benita, Sossi, Vesna, Feldman, Howard, Assaly, Michele, Finger, Elizabeth, Pasternack, Stephen, Pavlosky, William, Rachinsky, Irina, Drost, Dick, Kertesz, Andrew, Bernick, Charles, Munic, Donna, Mesulam, Marek-Marsel, Rogalski, Emily, Lipowski, Kristine, Weintraub, Sandra, Bonakdarpour, Borna, Kerwin, Diana, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad A, Yesavage, Jerome, Taylor, Joy L, Chao, Steven, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Zamrini, Edward, Belden, Christine M, Sirrel, Sherye A, Kowall, Neil, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Oyonumo, Ntekim E, Allard, Joanne, Nlana, Olu Ogu, Lerner, Alan, Ogrocki, Paula, Tatsuoka, Curtis, Fatica, Parianne, Fletcher, Evan, Maillard, Pauline, Olichney, John, Carmichael, Owen, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Tariot, Pierre, Burke, Anna, Hetelle, Joel, DeMarco, Kathryn, Trncic, Nadira, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W, Kataki, Maria, Tarawneh, Rawan, Zimmerman, Earl A, Celmins, Dzintra, Hart, David, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Flashman, Laura A, Seltzer, Marc, Hynes, Mary L, Santulli, Robert B, Sink, Kaycee M, Yang, Mia, Mintz, Akiva, Ott, Brian R, Tremont, Geoffrey, Daiello, Lori A, Bodge, Courtney, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Lee, Athena, Rosen, Howard J, Miller, Bruce L, Perry, David, Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Pasternak, Stephen, Rogers, John, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Miller, Delwyn D, Smith, Karen Ekstam, Koleva, Hristina, Nam, Ki Won, Shim, Hyungsub, Schultz, Susan K, Relkin, Norman, Chiang, Gloria, Lin, Michael, Ravdin, Lisa, Smith, Amanda, Leach, Christi, Raj, Balebail Ashok, Fargher, Kristin, Neylan, Thomas, Grafman, Jordan, Hergesheimen, Lindsey, Hayes, Jacqueline, Finley, Shannon, Householder, Erin, Fleischman, Debra, Arfanakis, Konstantinos, Varon, Daniel, Greig, Maria T, Goldstein, Bonnie, Martin, Kimberly S, Potkin, Steven G, Preda, Adrian, Nguyen, Dana, Massoglia, Dino, Brawman-Mintzer, Olga, Martinez, Walte R, Rosen, Howard, Behan, Kelly, Marshall, Gad, Sabbagh, Marwan N, Jacobson, Sandra A, Wolday, Saba, Johnson, Sterling C, Fruehling, J Jay, Harding, Sandra, Peskind, Elaine R, Petrie, Eric C, Li, Gail, Yesavage, Jerome A, Furst, Ansgar J, Mackin, Scott, Raman, Rema, Drake, Erin, Donohue, Mike, Shaffe, Elizabeth, Nelson, Craig, Bickford, David, Butters, Meryl, Zmuda, Michelle, Reyes, Denise, Nudelman, Kelly N, Au, Yiu Ho, Scherer, Kelly, Catalinotto, Daniel, Stark, Samuel, Ong, Elise, Fernandez, Dariella, and Initia, Alzheimers Dis Neuroimaging

Subjects
mild cognitive impairment, radiomics, Cox model, Neurosciences, Cognitive Science, Alzheimer’s Disease Neuroimaging Initiative, Alzheimer's disease, image fusion, Alzheimer’s disease
Abstract

Predicting progression of mild cognitive impairment (MCI) to Alzheimer's disease (AD) is clinically important. In this study, we propose a dual-model radiomic analysis with multivariate Cox proportional hazards regression models to investigate promising risk factors associated with MCI conversion to AD. T1 structural magnetic resonance imaging (MRI) and 18F-Fluorodeoxyglucose (FDG) positron emission tomography (PET) data, from the AD Neuroimaging Initiative database, were collected from 131 patients with MCI who converted to AD within 3 years and 132 patients with MCI without conversion within 3 years. These subjects were randomly partition into 70% training dataset and 30% test dataset with multiple times. We fused MRI and PET images by wavelet method. In a subset of subjects, a group comparison was performed using a two-sample t-test to determine regions of interest (ROIs) associated with MCI conversion. 172 radiomic features from ROIs for each individual were established using a published radiomics tool. Finally, L1-penalized Cox model was constructed and Harrell's C index (C-index) was used to evaluate prediction accuracy of the model. To evaluate the efficacy of our proposed method, we used a same analysis framework to evaluate MRI and PET data separately. We constructed prognostic Cox models with: clinical data, MRI images, PET images, fused MRI/PET images, and clinical variables and fused MRI/PET images in combination. The experimental results showed that captured ROIs significantly associated with conversion to AD, such as gray matter atrophy in the bilateral hippocampus and hypometabolism in the temporoparietal cortex. Imaging model (MRI/PET/fused) provided significant enhancement in prediction of conversion compared to clinical models, especially the fused-modality Cox model. Moreover, the combination of fused-modality imaging and clinical variables resulted in the greatest accuracy of prediction. The average C-index for the clinical/MRI/PET/fused/combined model in the test dataset was 0.69, 0.73, 0.73 and 0.75, and 0.78, respectively. These results suggested that a combination of radiomic analysis and Cox model analyses could be used successfully in survival analysis and may be powerful tools for personalized precision medicine patients with potential to undergo conversion from MCI to AD.

Published
2019
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35. Brief screening for co-occurring disorders among women entering substance abuse treatment

Author

Chernoff Miriam, Liebschutz Jane M, Lincoln Alisa K, Nguyen Dana, and Amaro Hortensia

Subjects
Public aspects of medicine, RA1-1270, Social pathology. Social and public welfare. Criminology, HV1-9960
Abstract

Abstract Background Despite the importance of identifying co-occurring psychiatric disorders in substance abuse treatment programs, there are few appropriate and validated instruments available to substance abuse treatment staff to conduct brief screen for these conditions. This paper describes the development, implementation and validation of a brief screening instrument for mental health diagnoses and trauma among a diverse sample of Black, Hispanic and White women in substance abuse treatment. With input from clinicians and consumers, we adapted longer existing validated instruments into a 14 question screen covering demographics, mental health symptoms and physical and sexual violence exposure. All women entering treatment (methadone, residential and out-patient) at five treatment sites were screened at intake (N = 374). Results Eighty nine percent reported a history of interpersonal violence, and 70% reported a history of sexual assault. Eighty-eight percent reported mental health symptoms in the last 30 days. The screening questions administered to 88 female clients were validated against in-depth psychiatric diagnostic assessments by trained mental health clinicians. We estimated measures of predictive validity, including sensitivity, specificity and predictive values positive and negative. Screening items were examined multiple ways to assess utility. The screen is a useful and valid proxy for PTSD but not for other mental illness. Conclusion Substance abuse treatment programs should incorporate violence exposure questions into clinical use as a matter of policy. More work is needed to develop brief screening tools measures for front-line treatment staff to accurately assess other mental health needs of women entering substance abuse treatment

Published
2006
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38. In vivo staging of regional amyloid deposition

Author

Grothe, Michel J, Barthel, Henryk, Aisen, Paul, Romirowsky, Aliza, deToledo-Morrell, Leyla, Shah, Raj C, Duara, Ranjan, Varon, Daniel, Roberts, Peggy, Albert, Marilyn, Onyike, Chiadi, Kielb, Stephanie, Rusinek, Henry, Petersen, Ronald, de Leon, Mony J, Glodzik, Lidia, De Santi, Susan, Doraiswamy, P Murali, Petrella, Jeffrey R, Coleman, R Edward, Arnold, Steven E, Karlawish, Jason H, Wolk, David, Smith, Charles D, Jack, Clifford R, Jicha, Greg, Hardy, Peter, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Goldstein, Bonnie S, Martin, Kim, Makino, Kelly M, Ismail, M Saleem, Jagust, William, Brand, Connie, Mulnard, Ruth A, Thai, Gaby, Mc-Adams-Ortiz, Catherine, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Diaz-Arrastia, Ramon, King, Richard, Weiner, Myron, Trojanowki, John Q, Martin-Cook, Kristen, DeVous, Michael, Levey, Allan I, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Anderson, Heather S, Swerdlow, Russell H, Apostolova, Liana, Lu, Po H, Toga, Arthur W, Bartzokis, George, Silverman, Daniel H S, Parfitt, Francine, Johnson, Heather, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Herring, Scott, van Dyck, Christopher H, Carson, Richard E, Beckett, Laurel, MacAvoy, Martha G, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Robin Hsiung, Ging-Yuek, Feldman, Howard, Mudge, Benita, Green, Robert C, Assaly, Michele, Kertesz, Andrew, Rogers, John, Trost, Dick, Bernick, Charles, Munic, Donna, Kerwin, Diana, Mesulam, Marek-Marsel, Lipowski, Kristina, Wu, Chuang-Kuo, Saykin, Andrew J, Johnson, Nancy, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad, Morris, John, Frey, Meghan, Yesavage, Jerome, Taylor, Joy L, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan, Belden, Christine, Jacobson, Sandra, Kowall, Neil, Sepulcre, Jorge, Liu, Enchi, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Wolday, Saba, Bwayo, Salome K, Lerner, Alan, Hudson, Leon, Ogrocki, Paula, Fletcher, Evan, Carmichael, Owen, Olichney, John, DeCarli, Charles, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Montine, Tom, Carlsson, Cynthia M, Potkin, Steven G, Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Fleisher, Adam, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W, Kataki, Maria, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Santulli, Robert B, Schwartz, Eben S, Sink, Kaycee M, Williamson, Jeff D, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Gamst, Anthony, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Mintzer, Jacobo, Longmire, Crystal Flynn, Spicer, Kenneth, Finger, Elizabether, Rachinsky, Irina, Thomas, Ronald G, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K, Boles Ponto, Laura L, Shim, Hyungsub, Smith, Karen Elizabeth, Relkin, Norman, Chaing, Gloria, Donohue, Michael, Raudin, Lisa, Smith, Amanda, Fargher, Kristin, Raj, Balebail Ashok, Walter, Sarah, Gessert, Devon, Dyrba, Martin, Sather, Tamie, Harvey, Danielle, Kornak, John, Dale, Anders, Bernstein, Matthew, Felmlee, Joel, Sabri, Osama, Fox, Nick, Thompson, Paul, Schuff, Norbert, Alexander, Gene, Bandy, Dan, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Teipel, Stefan J, Chen, Kewei, Mathis, Chet, Cairns, Nigel J, Taylor-Reinwald, Lisa, Trojanowki, J. Q., Shaw, Les, Lee, Virginia M Y, Korecka, Magdalena, Initiative, Alzheimer's Disease Neuroimaging, Crawford, Karen, Neu, Scott, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Kachaturian, Zaven, Frank, Richard, Snyder, Peter J, Molchan, Susan, Weiner, Michael, Kaye, Jeffrey, Quinn, Joseph, Lind, Betty, Dolen, Sara, Schneider, Lon S, Pawluczyk, Sonia, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Heidebrink, Judith L, Lord, Joanne L, Johnson, Kris, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, Stern, Yaakov, Honig, Lawrence S, Bell, Karen L, Morris, John C, Ances, Beau, Carroll, Maria, Leon, Sue, Mintun, Mark A, Schneider, Stacy, Marson, Daniel, Griffith, Randall, Clark, David, Grossman, Hillel, and Mitsis, Effie

Subjects
0301 basic medicine, Male, Pathology, Aging, diagnostic imaging [Cognitive Dysfunction], cerebrospinal fluid [Amyloid beta-Peptides], metabolism [Cognitive Dysfunction], 0302 clinical medicine, diagnostic imaging [Cerebral Cortex], metabolism [Neostriatum], Aged, 80 and over, Cerebral Cortex, Neocortex, Aniline Compounds, methods [Positron-Emission Tomography], amyloid beta-protein (1-42), medicine.anatomical_structure, diagnostic imaging [Neostriatum], Cerebral cortex, Cohort, Disease Progression, florbetapir, Ethylene Glycols, Female, Alzheimer's disease, metabolism [Alzheimer Disease], metabolism [Biomarkers], medicine.medical_specialty, Amyloid, metabolism [Amyloid beta-Peptides], Article, Temporal lobe, 03 medical and health sciences, Neuroimaging, Alzheimer Disease, mental disorders, medicine, Dementia, Humans, Cognitive Dysfunction, ddc:610, metabolism [Aging], cerebrospinal fluid [Peptide Fragments], Aged, Amyloid beta-Peptides, business.industry, metabolism [Cerebral Cortex], medicine.disease, Peptide Fragments, Neostriatum, 030104 developmental biology, Cross-Sectional Studies, Positron-Emission Tomography, Neurology (clinical), business, diagnostic imaging [Alzheimer Disease], 030217 neurology & neurosurgery, Biomarkers
Abstract

Objectives:To estimate a regional progression pattern of amyloid deposition from cross-sectional amyloid-sensitive PET data and evaluate its potential for in vivo staging of an individual's amyloid pathology.Methods:Multiregional analysis of florbetapir (18F-AV45)–PET data was used to determine individual amyloid distribution profiles in a sample of 667 participants from the Alzheimer's Disease Neuroimaging Initiative cohort, including cognitively normal older individuals (CN) as well as patients with mild cognitive impairment and Alzheimer disease (AD) dementia. The frequency of regional amyloid positivity across CN individuals was used to construct a 4-stage model of progressing amyloid pathology, and individual distribution profiles were used to evaluate the consistency of this hierarchical stage model across the full cohort.Results:According to a 4-stage model, amyloid deposition begins in temporobasal and frontomedial areas, and successively affects the remaining associative neocortex, primary sensory-motor areas and the medial temporal lobe, and finally the striatum. Amyloid deposition in these brain regions showed a highly consistent hierarchical nesting across participants, where only 2% exhibited distribution profiles that deviated from the staging scheme. The earliest in vivo amyloid stages were mostly missed by conventional dichotomous classification approaches based on global florbetapir-PET signal, but were associated with significantly reduced CSF Aβ42 levels. Advanced in vivo amyloid stages were most frequent in patients with AD and correlated with cognitive impairment in individuals without dementia.Conclusions:The highly consistent regional hierarchy of PET-evidenced amyloid deposition across participants resembles neuropathologic observations and suggests a predictable regional sequence that may be used to stage an individual's progress of amyloid pathology in vivo.

Published
2017
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39. Multimodal characterization of older APOE2 carriers reveals selective reduction of amyloid load

Author

Grothe, Michel J, Villeneuve, Sylvia, Petersen, Ronald, Leyla deToledo-Morrell, PhD, Shah, Raj C, Duara, Ranjan, Varon, Daniel, Roberts Cna, Peggy, Albert, Marilyn, Onyike, Chiadi, Kielb, Stephanie, Rusinek, Henry, de Leon, Mony J, Jack, Clifford R, Glodzik, Lidia, De Santi, Susan, Doraiswamy, P Murali, Petrella, Jeffrey R, Coleman, R Edward, Arnold, Steven E, Karlawish, Jason H, Wolk, David, Smith, Charles D, Jicha, Greg, Jagust, William, Hardy, Peter, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Goldstein, Bonnie S, Martin, Kim, Makino, Kelly M, Ismail, M Saleem, Brand, Connie, Trojanowki, John Q, Mulnard, Ruth A, Thai, Gaby, Mc-Adams-Ortiz, Catherine, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Diaz-Arrastia, Ramon, King, Richard, Weiner, Myron, Martin-Cook, Kristen, Toga, Arthur W, DeVous, Michael, Levey, Allan I, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Anderson, Heather S, Swerdlow, Russell H, Apostolova, Liana, Lu, Po H, Bartzokis, George, Beckett, Laurel, Silverman, Daniel H S, Graff-Radford Mbbch, Neill R, Parfitt, Francine, Johnson, Heather, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Herring, Scott, van Dyck, Christopher H, Carson, Richard E, Green, Robert C, MacAvoy, Martha G, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Robin Hsiung, Ging-Yuek, Feldman, Howard, Mudge, Benita, Saykin, Andrew J, Assaly, Michele, Kertesz, Andrew, Rogers, John, Trost, Dick, Bernick, Charles, Munic, Donna, Kerwin, Diana, Mesulam, Marek-Marsel, Lipowski, Kristina, Wu, Chuang-Kuo, Morris, John, Johnson, Nancy, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad, Liu, Enchi, Frey, Meghan, Yesavage, Jerome, Taylor, Joy L, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan, Belden, Christine, Jacobson, Sandra, Kowall, Neil, Dyrba, Martin, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Wolday, Saba, Bwayo, Salome K, Lerner, Alan, Hudson, Leon, Ogrocki, Paula, Montine, Tom, Fletcher, Evan, Carmichael, Owen, Olichney, John, DeCarli, Charles, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Dr Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Potkin, Steven G, Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Fleisher, Adam, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Aisen, Paul, Scharre, Douglas W, Kataki, Maria, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Santulli, Robert B, Gamst, Anthony, Schwartz, Eben S, Sink, Kaycee M, Williamson, Jeff D, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Thomas, Ronald G, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Mintzer, Jacobo, Longmire, Crystal Flynn, Spicer, Kenneth, Finger, Elizabether, Rachinsky, Irina, Donohue, Michael, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K, Boles Ponto, Laura L, Shim, Hyungsub, Smith, Karen Elizabeth, Relkin, Norman, Chaing, Gloria, Walter, Sarah, Raudin, Lisa, Smith, Amanda, Fargher, Kristin, Raj, Balebail Ashok, Gessert, Devon, Sather, Tamie, Bartrés-Faz, David, Harvey, Danielle, Kornak, John, Dale, Anders, Bernstein, Matthew, Felmlee, Joel, Fox, Nick, Wirth, Miranka, Thompson, Paul, Schuff, Norbert, Alexander, Gene, Bandy, Dan, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Initiative, Alzheimer's Disease Neuroimaging, Mathis, Chet, Cairns, Nigel J, Taylor-Reinwald, Lisa, Trojanowki, J. Q., Shaw, Les, Lee, Virginia M Y, Korecka, Magdalena, Crawford, Karen, Weiner, Michael, Neu, Scott, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Kachaturian, Zaven, Frank, Richard, Snyder, Peter J, Molchan, Susan, Kaye, Jeffrey, Quinn, Joseph, Lind, Betty, Dolen, Sara, Schneider, Lon S, Pawluczyk, Sonia, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Heidebrink, Judith L, Lord, Joanne L, Johnson, Kris, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, Stern, Yaakov, Honig, Lawrence S, Bell, Karen L, Morris, John C, Ances, Beau, Carroll, Maria, Leon, Sue, Mintun, Mark A, Schneider, Stacy, Marson, Daniel, Griffith, Randall, Clark, David, Grossman, Hillel, Mitsis, Effie, and Romirowsky, Aliza

Subjects
0301 basic medicine, Oncology, Male, Aging, Apolipoprotein E2, diagnostic imaging [Cognitive Dysfunction], Apolipoprotein E3, metabolism [Gray Matter], Disease, Multimodal Imaging, metabolism [Cognitive Dysfunction], pathology [Aging], 0302 clinical medicine, Genotype, Medicine, Gray Matter, medicine.diagnostic_test, Brain, Organ Size, Magnetic Resonance Imaging, metabolism [Glucose], cerebrospinal fluid [Biomarkers], Positron emission tomography, genetics [Aging], genetics [Apolipoprotein E3], Female, Alzheimer's disease, medicine.medical_specialty, Amyloid, Heterozygote, Neuroimaging, Article, 03 medical and health sciences, Fluorodeoxyglucose F18, Internal medicine, genetics [Apolipoprotein E2], Dementia, Humans, Cognitive Dysfunction, ddc:610, metabolism [Aging], Allele, diagnostic imaging [Brain], metabolism [Amyloid], Aged, business.industry, diagnostic imaging [Gray Matter], Magnetic resonance imaging, medicine.disease, 030104 developmental biology, Glucose, metabolism [Brain], Positron-Emission Tomography, Neurology (clinical), Radiopharmaceuticals, business, 030217 neurology & neurosurgery, Biomarkers
Abstract

Objective:To comprehensively assess neurobiological effects of the protective APOE2 allele in the aged brain using a cross-sectional multimodal neuroimaging approach.Methods:Multimodal neuroimaging data were obtained from a total of 572 older individuals without dementia (cognitively normal and mild cognitive impairment) enrolled in the Alzheimer's Disease Neuroimaging Initiative and included assessments of regional amyloid load with AV45-PET, glucose metabolism with fluorodeoxyglucose-PET, and gray matter volume with structural MRI. Imaging indexes of APOE2 carriers were contrasted to risk-neutral APOE3 homozygotes, and analyses were controlled for age, sex, education, and clinical diagnosis. Additional models examined genotype-specific effects of age on the imaging markers.Results:In region-of-interest–based analyses, APOE2 carriers had significantly less precuneal amyloid pathology and did not show the typical age-related increase in amyloid load, although the age × genotype interaction was only trend-level significant. In contrast, parietal metabolism and hippocampal volume did not differ between APOE2 and APOE3 genotypes, and both groups showed comparable negative effects of age on these markers. The amyloid specificity of APOE2-related brain changes was corroborated in 2 complementary analyses: spatially unbiased voxel-wise analyses showing widespread reductions in amyloid deposition but no differences in gray matter volume or metabolism and an analysis of CSF-based biomarkers showing a significant effect on amyloid but not on tau pathology.Conclusions:Regarding the range of Alzheimer disease biomarkers considered in the present study, the APOE2 allele appears to have a relatively selective effect on reduced accumulation of amyloid pathology in the aged brain.

Published
2016
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40. Body mass index is associated with biological CSF markers of core brain pathology of Alzheimer's disease

Author

Ewers, Michael, Schmitz, Susanne, Vellas, Bruno, Morris, John C, Ances, Beau, Carroll, Maria, Leon, Sue, Mintun, Mark A, Schneider, Stacy, Marson, Daniel, Griffith, Randall, Clark, David, Grossman, Hillel, Dubois, Bruno, Mitsis, Effie, Romirowsky, Aliza, deToledo-Morrell, Leyla, Shah, Raj C, Duara, Ranjan, Varon, Daniel, Roberts, Peggy, Albert, Marilyn, Onyike, Chiadi, Kielb, Stephanie, Blennow, Kaj, Rusinek, Henry, de Leon, Mony J, Glodzik, Lidia, Doraiswamy, P Murali, Petrella, Jeffrey R, Coleman, R Edward, Arnold, Steven E, Karlawish, Jason H, Wolk, David, Smith, Charles D, Buerger, Katharina, Jicha, Greg, Hardy, Peter, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Goldstein, Bonnie S, Martin, Kim, Makino, Kelly M, Ismail, M Saleem, Teipel, Stefan J, Brand, Connie, Mulnard, Ruth A, Thai, Gaby, Mc-Adams-Ortiz, Catherine, Diaz-Arrastia, Ramon, Martin-Cook, Kristen, DeVous, Michael, Levey, Allan I, Lah, James J, Cellar, Janet S, Weiner, Michael, Burns, Jeffrey M, Anderson, Heather S, Swerdlow, Russell H, Apostolova, Liana, Lu, Po H, Bartzokis, George, Silverman, Daniel H S, Graff-Radford, Neill R, Parfitt, Francine, Johnson, Heather, Hampel, Harald, Farlow, Martin, Herring, Scott, Hake, Ann M, van Dyck, Christopher H, Carson, Richard E, MacAvoy, Martha G, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Initiative, Alzheimer's Disease Neuroimaging, Stefanovic, Bojana, Caldwell, Curtis, Hsiung, Ging-Yuek Robin, Feldman, Howard, Assaly, Michele, Kertesz, Andrew, Rogers, John, Trost, Dick, Bernick, Charles, Munic, Donna, Kerwin, Diana, Mesulam, Marek-Marsel, Lipowski, Kristina, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Aisen, Paul, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad, Frey, Meghan, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan, Belden, Christine, Jacobson, Sandra, Hansson, Oskar, Kowall, Neil, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Wolday, Saba, Bwayo, Salome K, Lerner, Alan, Hudson, Leon, Ogrocki, Paula, Fletcher, Evan, Carmichael, Owen, Olichney, John, DeCarli, Charles, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Petersen, Ronald, Asthana, Sanjay, Carlsson, Cynthia M, Potkin, Steven G, Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Fleisher, Adam, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Jack, Clifford R, Rainka, Michelle, Hendin, Barry A, Scharre, Douglas W, Kataki, Maria, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Jagust, William, Saykin, Andrew J, Santulli, Robert B, Schwartz, Eben S, Sink, Kaycee M, Williamson, Jeff D, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Tremont, Geoffrey, Trojanowki, John Q, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Mintzer, Jacobo, Longmire, Crystal Flynn, Spicer, Kenneth, Toga, Arthur W, Beckett, Laurel, Green, Robert C, Walsh, Cathal, Morris, John, Liu, Enchi, Montine, Tom, Gamst, Anthony, Thomas, Ronald G, Donohue, Michael, Walter, Sarah, Fitzpatrick, Annette, Gessert, Devon, Sather, Tamie, Harvey, Danielle, Kornak, John, Dale, Anders, Bernstein, Matthew, Bennett, David, Felmlee, Joel, Fox, Nick, Thompson, Paul, Schuff, Norbert, Alexander, Gene, Bandy, Dan, Koeppe, Robert A, Foster, Norm, Minthon, Lennart, Reiman, Eric M, Chen, Kewei, Mathis, Chet, Cairns, Nigel J, Taylor-Reinwald, Lisa, Trojanowki, J. Q., Shaw, Les, Lee, Virginia M Y, Korecka, Magdalena, Trojanowski, John Q, Crawford, Karen, Neu, Scott, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Kachaturian, Zaven, Frank, Richard, Snyder, Peter J, Shaw, Leslie M, Molchan, Susan, Kaye, Jeffrey, Quinn, Joseph, Lind, Betty, Dolen, Sara, Schneider, Lon S, Pawluczyk, Sonia, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Faluyi, Yetunde O, Heidebrink, Judith L, Lord, Joanne L, Johnson, Kris, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, Stern, Yaakov, Honig, Lawrence S, and Bell, Karen L

Subjects
Male, Apolipoprotein E, Aging, Pathology, Neurology, epidemiology [Alzheimer Disease], Statistics as Topic, cerebrospinal fluid [Amyloid beta-Peptides], Comorbidity, Body Mass Index, Cerebrospinal fluid, pathology [Brain], Prevalence, Aged, 80 and over, biology, General Neuroscience, Brain, Middle Aged, Prognosis, amyloid beta-protein (1-42), cerebrospinal fluid [Cognition Disorders], cerebrospinal fluid [Alzheimer Disease], cerebrospinal fluid [Biomarkers], Biomarker (medicine), Female, epidemiology [United States], Alzheimer's disease, Psychology, Alzheimer's Disease Neuroimaging Initiative, epidemiology [Cognition Disorders], medicine.medical_specialty, Tau protein, tau Proteins, Alzheimer Disease, medicine, Humans, ddc:610, cerebrospinal fluid [Peptide Fragments], Aged, Amyloid beta-Peptides, medicine.disease, United States, Peptide Fragments, cerebrospinal fluid [tau Proteins], metabolism [Brain], biology.protein, pathology [Cognition Disorders], Neurology (clinical), Geriatrics and Gerontology, Cognition Disorders, Body mass index, Biomarkers, Developmental Biology
Abstract

Weight changes are common in aging and Alzheimer's disease (AD) and postmortem findings suggest a relation between lower body mass index (BMI) and increased AD brain pathology. In the current multicenter study, we tested whether lower BMI is associated with higher core AD brain pathology as assessed by cerebrospinal fluid (CSF)-based biological markers of AD in 751 living subjects: 308 patients with AD, 296 subjects with amnestic mild cognitive impairment (MCI), and 147 elderly healthy controls (HC). Based upon a priori cutoff values on CSF concentration of total tau and beta-amyloid (Aβ(1-42)), subjects were binarized into a group with abnormal CSF biomarker signature (CSF+) and those without (CSF-). Results showed that BMI was significantly lower in the CSF+ when compared with the CSF- group (F = 27.7, df = 746, p0.001). There was no interaction between CSF signature and diagnosis or apolipoprotein E (ApoE) genotype. In conclusion, lower BMI is indicative of AD pathology as assessed with CSF-based biomarkers in demented and nondemented elderly subjects.

Published
2012
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41. Identification of common variants associated with human hippocampal and intracranial volumes

Author

Stein, Jason L, Medland, Sarah E, Bernard, Manon, Nauck, Matthias, Nöthen, Markus M., Olvera, Rene L, Pandolfo, Massimo, Pike, G Bruce, Puls, Ralf, Reinvang, Ivar, Rentería, Miguel E, Rietschel, Marcella, Roffman, Joshua L, Brown, Andrew A, Royle, Natalie A, Rujescu, Dan, Savitz, Jonathan, Schnack, Hugo G, Schnell, Knut, Seiferth, Nina, Smith, Colin, Steen, Vidar M, Valdés Hernández, Maria C, Van den Heuvel, Martijn, Cannon, Dara M, van der Wee, Nic J, Van Haren, Neeltje E M, Veltman, Joris A, Völzke, Henry, Walker, Robert, Westlye, Lars T, Whelan, Christopher D, Agartz, Ingrid, Boomsma, Dorret I, Cavalleri, Gianpiero L, Chakravarty, M Mallar, Dale, Anders M, Djurovic, Srdjan, Drevets, Wayne C, Hagoort, Peter, Hall, Jeremy, Heinz, Andreas, Jack, Clifford R, Foroud, Tatiana M, Le Hellard, Stephanie, Macciardi, Fabio, Christoforou, Andrea, Montgomery, Grant W, Poline, Jean Baptiste, Porteous, David J, Sisodiya, Sanjay M, Starr, John M, Sussmann, Jessika, Toga, Arthur W, Veltman, Dick J, Walter, Henrik, Weiner, Michael W, Domin, Martin, Initiative, Alzheimer's Disease Neuroimaging, Consortium, EPIGEN, Consortium, IMAGEN, Group, Saguenay Youth Study, Bis, Joshua C, Ikram, M Arfan, Smith, Albert V, Gudnason, Vilmundur, Tzourio, Christophe, Vernooij, Meike W, Grimm, Oliver, Launer, Lenore J, DeCarli, Charles, Seshadri, Sudha, Consortium, Cohorts for Heart and Aging Research in Genomic Epidemiology, Andreassen, Ole A, Apostolova, Liana G, Bastin, Mark E, Blangero, John, Brunner, Han G, Buckner, Randy L, Hollinshead, Marisa, Cichon, Sven, Coppola, Giovanni, de Zubicaray, Greig I, Deary, Ian J, Donohoe, Gary, de Geus, Eco J C, Espeseth, Thomas, Fernández, Guillén, Glahn, David C, Grabe, Hans J, Holmes, Avram J, Hardy, John, Hulshoff Pol, Hilleke E, Jenkinson, Mark, Kahn, René S, McDonald, Colm, McIntosh, Andrew M, McMahon, Francis J, McMahon, Katie L, Meyer-Lindenberg, Andreas, Morris, Derek W, Homuth, Georg, Müller-Myhsok, Bertram, Nichols, Thomas E, Ophoff, Roel A, Paus, Tomas, Pausova, Zdenka, Penninx, Brenda W, Potkin, Steven G, Sämann, Philipp G, Saykin, Andrew J, Schumann, Gunter, Vasquez, Alejandro Arias, Hottenga, Jouke-Jan, Smoller, Jordan W, Wardlaw, Joanna M, Weale, Michael E, Martin, Nicholas G, Franke, Barbara, Wright, Margaret J, Thompson, Paul M, Consortium, Enhancing Neuro Imaging Genetics through Meta-Analysis, Weiner, Michael, Aisen, Paul, Langan, Camilla, Petersen, Ronald, Jagust, William, Trojanowki, John Q, Beckett, Laurel, Green, Robert C, Morris, John, Liu, Enchi, Lopez, Lorna M, Montine, Tom, Gamst, Anthony, Thomas, Ronald G, Donohue, Michael, Walter, Sarah, Gessert, Devon, Sather, Tamie, Hansell, Narelle K, Harvey, Danielle, Kornak, John, Dale, Anders, Bernstein, Matthew, Felmlee, Joel, Fox, Nick, Hwang, Kristy S, Thompson, Paul, Schuff, Norbert, Alexander, Gene, Bandy, Dan, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Mathis, Chet, Kim, Sungeun, Cairns, Nigel J, Taylor-Reinwald, Lisa, Trojanowki, J. Q., Shaw, Les, Lee, Virginia M Y, Korecka, Magdalena, Crawford, Karen, Neu, Scott, Laje, Gonzalo, Potkin, Steven, Shen, Li, Kachaturian, Zaven, Frank, Richard, Snyder, Peter J, Molchan, Susan, Kaye, Jeffrey, Quinn, Joseph, Lee, Phil H, Lind, Betty, Dolen, Sara, Schneider, Lon S, Pawluczyk, Sonia, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Heidebrink, Judith L, Lord, Joanne L, Liu, Xinmin, Johnson, Kris, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, Stern, Yaakov, Honig, Lawrence S, Bell, Karen L, Morris, John C, Ances, Beau, Carroll, Maria, Loth, Eva, Leon, Sue, Mintun, Mark A, Schneider, Stacy, Marson, Daniel, Griffith, Randall, Clark, David, Grossman, Hillel, Mitsis, Effie, Romirowsky, Aliza, deToledo-Morrell, Leyla, Hibar, Derrek P, Lourdusamy, Anbarasu, Shah, Raj C, Duara, Ranjan, Varon, Daniel, Roberts, Peggy, Albert, Marilyn, Onyike, Chiadi, Kielb, Stephanie, Rusinek, Henry, de Leon, Mony J, Glodzik, Lidia, Mattingsdal, Morten, De Santi, Susan, Doraiswamy, P Murali, Petrella, Jeffrey R, Coleman, R Edward, Arnold, Steven E, Karlawish, Jason H, Wolk, David, Smith, Charles D, Jicha, Greg, Hardy, Peter, Mohnke, Sebastian, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Goldstein, Bonnie S, Martin, Kim, Makino, Kelly M, Ismail, M Saleem, Mulnard, Ruth A, Thai, Gaby, Maniega, Susana Muñoz, Mc-Adams-Ortiz, Catherine, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Diaz-Arrastia, Ramon, King, Richard, Weiner, Myron, Martin-Cook, Kristen, DeVous, Michael, Levey, Allan I, Nho, Kwangsik, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Anderson, Heather S, Swerdlow, Russell H, Apostolova, Liana, Lu, Po H, Bartzokis, George, Silverman, Daniel H S, Graff-Radford, Neill R, Nugent, Allison C, Parfitt, Francine, Johnson, Heather, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Herring, Scott, van Dyck, Christopher H, Carson, Richard E, MacAvoy, Martha G, Chertkow, Howard, O'Brien, Carol, Bergman, Howard, Hosei, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Hsiung, Ging-Yuek Robin, Feldman, Howard, Mudge, Benita, Assaly, Michele, Kertesz, Andrew, Papmeyer, Martina, Rogers, John, Trost, Dick, Bernick, Charles, Munic, Donna, Kerwin, Diana, Mesulam, Marek-Marsel, Lipowski, Kristina, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Pütz, Benno, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad, Frey, Meghan, Yesavage, Jerome, Ramasamy, Adaikalavan, Taylor, Joy L, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan, Belden, Christine, Jacobson, Sandra, Kowall, Neil, Killiany, Ronald, Budson, Andrew E, Senstad, Rudy E, Rasmussen, Jerod, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Wolday, Saba, Bwayo, Salome K, Lerner, Alan, Hudson, Leon, Ogrocki, Paula, Fletcher, Evan, Carmichael, Owen, Rijpkema, Mark, Olichney, John, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Risacher, Shannon L, Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Fleisher, Adam, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W, Kataki, Maria, Roddey, J Cooper, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Santulli, Robert B, Schwartz, Eben S, Sink, Kaycee M, Rose, Emma J, Williamson, Jeff D, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J, Ryten, Mina, Miller, Bruce L, Mintzer, Jacobo, Longmire, Crystal Flynn, Spicer, Kenneth, Finger, Elizabeth, Rachinsky, Irina, Drost, Dick, Cavalleri, Gianpiero, Alhusaini, Saud, Delanty, Norman, Whelan, Christopher, Sisodiya, Sanjay, Kasperaviciute, Dalia, Matarin, Mar, Depondt, Chantal, Goldstein, David B, Heinzen, Erin L, Shianna, Kevin, Sprooten, Emma, Radtke, Rodney, Ottmann, Ruth, Sergievsky, G. H., Schumann, G., Conrod, P., Reed, L., Barker, G., Williams, S., Loth, E., Struve, M., Strengman, Eric, Lourdusamy, A., Cattrell, A., Nymberg, C., Topper, L., Smith, L., Havatzias, S., Stueber, K., Mallik, C., Stacey, D., Wong, C Peng, Teumer, Alexander, Werts, H., Andrew, C., Desrivieres, S., Heinz, A., Gallinat, J., Häke, I., Ivanov, N., Klär, A., Reuter, J., Winkler, Anderson M, Trabzuni, Daniah, Palafox, C., Hohmann, C., Schilling, C., Lüdemann, K., Romanowski, A., Ströhle, A., Wolff, E., Rapp, M., Ittermann, B., Brühl, R., Turner, Jessica, Ihlenfeld, A., Walaszek, B., Schubert, F., Garavan, H., Connolly, C., Jones, J., Lalor, E., McCabe, E., Ní Shiothcháin, A., Whelan, R., van Eijk, Kristel, Spanagel, R., Leonardi-Essmann, F., Sommer, W., Flor, H., Vollstaedt-Klein, S., Nees, F., Banaschewski, T., Poustka, L., Steiner, S., Mann, K., van Erp, Theo G M, Buehler, M., Rietschel, M., Stolzenburg, E., Schmal, C., Schirmbeck, F., Paus, T., Gowland, P., Heym, N., Lawrence, C., Newman, C., van Tol, Marie-Jose, Pausova, Z., Smolka, M., Huebner, T., Ripke, S., Mennigen, E., Muller, K., Ziesch, V., Büchel, C., Bromberg, U., Fadai, T., Wittfeld, Katharina, Lueken, L., Yacubian, J., Finsterbusch, J., Martinot, J. L., Artiges, E., Bordas, N., de Bournonville, S., Bricaud, Z., Gollier Briand, F., Lemaitre, H., Wolf, Christiane, Massicotte, J., Miranda, R., Paillère Martinot, M. L., Penttilä, J., Poline, J. B., Barbot, A., Schwartz, Y., Lalanne, C., Frouin, V., Thyreau, B., Woudstra, Saskia, Dalley, J., Mar, A., Robbins, T., Subramaniam, N., Theobald, D., Richmond, N., de Rover, M., Molander, A., Jordan, E., Robinson, E., Aleman, Andre, Hipolata, L., Moreno, M., Arroyo, M., Stephens, D., Ripley, T., Crombag, H., Pena, Y., Lathrop, M., Zelenika, D., Heath, S., Lanzerath, D., Heinrichs, B., Spranger, T., Fuchs, B., Speiser, C., Resch, F., Haffner, J., Parzer, P., Brunner, R., Klaassen, A., Toro, Roberto, Almasy, Laura, Klaassen, I., Constant, P., Mignon, X., Thomsen, T., Zysset, S., Vestboe, A., Ireland, J., Rogers, J., Binder, Elisabeth B, Chakravarty, Mallar, Smith, Albert Vernon, van der Lijn, Fedde, Crivello, Fabrice, Fornage, Myriam, Shulman, Joshua M, Brohawn, David G, Schmidt, Helena, Srikanth, Velandai, Schuur, Maaike, Yu, Lei, Choi, Seung-Hoan, Sigurdsson, Sigurdur, Verhaaren, Benjamin F J, DeStefano, Anita L, Lambert, Jean-Charles, Cantor, Rita M, Struchalin, Maksim, Stankovich, Jim, Ibrahim-Verbaas, Carla A, Fleischman, Debra, Zijdenbos, Alex, den Heijer, Tom, Mazoyer, Bernard, Coker, Laura H, Enzinger, Christian, Danoy, Patrick, Carless, Melanie A, Amin, Najaf, Arfanakis, Konstantinos, van Buchem, Mark A, de Bruijn, Renée F A G, Beiser, Alexa, Dufouil, Carole, Huang, Juebin, Cavalieri, Margherita, Thomson, Russell, Niessen, Wiro J, Corvin, Aiden, Chibnik, Lori B, Gislason, Gauti K, Hofman, Albert, Pikula, Aleksandra, Amouyel, Philippe, Freeman, Kevin B, Phan, Thanh G, Oostra, Ben A, Nalls, Michael A, Uitterlinden, Andre G, Czisch, Michael, Au, Rhoda, Elbaz, Alexis, Beare, Richard J, van Swieten, John C, Lopez, Oscar, Harris, Tamara B, Chouraki, Vincent, Breteler, Monique M B, De Jager, Philip L, Becker, James T, Curran, Joanne E, Knopman, David, Fazekas, Franz, Wolf, Philip A, van der Lugt, Aad, Longstreth, W. T., Brown, Mathew A, Bennett, David A, van Duijn, Cornelia M, Davies, Gail, Mosley, Thomas H, Schmidt, Reinhold, de Almeida, Marcio A A, Appel, Katja, Duggirala, Ravi, Dyer, Thomas D, Erk, Susanne, Fagerness, Jesen, Fox, Peter T, Freimer, Nelson B, Gill, Michael, Göring, Harald H H, Bartecek, Richard, Hagler, Donald J, Hoehn, David, Holsboer, Florian, Hoogman, Martine, Hosten, Norbert, Jahanshad, Neda, Johnson, Matthew P, Kent, Jack W, Kochunov, Peter, Bergmann, Ørjan, Lancaster, Jack L, Lawrie, Stephen M, Liewald, David C, Mandl, René, Mattheisen, Manuel, Meisenzahl, Eva, Melle, Ingrid, Moses, Eric K, Mühleisen, Thomas W, David Geffen School of Medicine [Los Angeles], University of California [Los Angeles] (UCLA), University of California-University of California, Queensland Institute of Medical Research, Radboud University Medical Center [Nijmegen], Yale University School of Medicine, Génétique Humaine et Fonctions Cognitives, Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS), Universität Greifswald - University of Greifswald, Universität Heidelberg [Heidelberg], University Medical Center [Utrecht], University of Oslo (UiO), University of Toronto, National University of Ireland [Galway] (NUI Galway), Montreal Neurological Institute and Hospital, McGill University = Université McGill [Montréal, Canada], University of Bergen (UiB), Harvard University [Cambridge], VU University Amsterdam, University of Edinburgh, Structure et Réactivité des Systèmes Moléculaires Complexes (SRSMC), Institut de Chimie du CNRS (INC)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], National Institutes of Health [Bethesda] (NIH), Department of Forensic and Neurodevelopmental Sciences, King‘s College London, Institute of Psychiatry, Psychology & Neuroscience, King's College London, Georgia State University, University System of Georgia (USG), Department of Psychiatry and Human Behavior [Irvine], University of California [Irvine] (UCI), Leiden University Medical Center (LUMC), Dundee Technopole, CXR Biosciences Ltd, University of Groningen [Groningen], Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland (RCSI), Department of Genetics, Southwest Foundation for Biomedical Research, Bijvoet Center of Biomolecular Research [Utrecht], Utrecht University [Utrecht], Neurology Division, Beaumont Hospital, Dublin 9, Ireland, Beaumont Hospital, The University of Texas Health Science Center at Houston (UTHealth), Center for Neurobehavioral Genetics, Max Planck Institute of Psychiatry, Max-Planck-Gesellschaft, Department of Computer Science, Durham University, Laboratoire des symbioses tropicales et méditerranéennes (UMR LSTM), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Université Montpellier 1 (UM1)-Institut de Recherche pour le Développement (IRD)-Institut National de la Recherche Agronomique (INRA)-Université Montpellier 2 - Sciences et Techniques (UM2)-Université de Montpellier (UM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro), Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], University of California, Institute of Neurology [London], University College of London [London] (UCL), University of California [San Francisco] (UCSF), Department of Medicine, University of Washington [Seattle], Erasmus University Medical Center [Rotterdam] (Erasmus MC), Centre Émile Durkheim (CED), Sciences Po Bordeaux - Institut d'études politiques de Bordeaux (IEP Bordeaux)-Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS), Università degli Studi di Salermo, Università degli Studi di Salerno (UNISA), School of Psychology, University of Queensland, University of Queensland [Brisbane], Hartford Hospital, Lancaster University, Centre for Advanced Imaging, McConnell Brain Imaging Centre (MNI), McGill University = Université McGill [Montréal, Canada]-McGill University = Université McGill [Montréal, Canada], Stanley Center for Psychiatric Research, Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston]-Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], Faculteit Medische Wetenschappen/UMCG, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Perceptual and Cognitive Neuroscience (PCN), Biological Psychology, Neuroscience Campus Amsterdam - Brain Imaging, EMGO+ - Mental Health, EPIGEN Consortium, IMAGENConsortium, Saguenay Youth Study Group, the Enhancing Neuro Imaging Genetics through Meta-Analysis (ENIGMA) Consortium, Psychiatry, NCA - Brain Imaging, EMGO - Mental health, Vrije universiteit = Free university of Amsterdam [Amsterdam] (VU), Virology, Epidemiology, Clinical Chemistry, Erasmus MC other, Radiology & Nuclear Medicine, University of California (UC)-University of California (UC), Yale School of Medicine [New Haven, Connecticut] (YSM), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), Universität Heidelberg [Heidelberg] = Heidelberg University, Harvard University, Vrije Universiteit Amsterdam [Amsterdam] (VU), University of California [Irvine] (UC Irvine), Universiteit Leiden, University of California (UC), University of California [San Francisco] (UC San Francisco), Università degli Studi di Salerno = University of Salerno (UNISA), University of Iceland [Reykjavik], McGill University, University of Bergen (UIB), Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), Bijvoet Center of Biomolecular Research, Charité - Universitätsmedizin Berlin / Charite - University Medicine Berlin, UMR5116, Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS)-Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS), and McGill University-McGill University

Subjects
Netherlands Twin Register (NTR), Pathology, 110 012 Social cognition of verbal communication, [SDV]Life Sciences [q-bio], Hippocampus, Genome-wide association study, DCN PAC - Perception action and control, Hippocampal formation, physiopathology [Brain], Bioinformatics, 0302 clinical medicine, 130 000 Cognitive Neurology & Memory, TEMPORAL-LOBE EPILEPSY, 110 014 Public activities, Renal disorder [IGMD 9], 0303 health sciences, medicine.diagnostic_test, Translational research Immune Regulation [ONCOL 3], Brain, Human brain, Genomic disorders and inherited multi-system disorders [DCN PAC - Perception action and control IGMD 3], ALZHEIMERS-DISEASE, medicine.anatomical_structure, Brain size, genetics [Chromosomes, Human, Pair 12], genetics [Polymorphism, Single Nucleotide], Biomarker (medicine), NA+/H+ EXCHANGER, [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], Genetic Markers, medicine.medical_specialty, 110 000 Neurocognition of Language, DCN MP - Plasticity and memory, A neurocomputational model for the Processing of Linguistic Utterances based on the Unification-Space architecture [110 007 PLUS], BRAIN VOLUME, UNIFIED APPROACH, 110 013 Binding and the MUC-model, Neuroimaging, Biology, GENOTYPE IMPUTATION, Polymorphism, Single Nucleotide, Article, Genomic disorders and inherited multi-system disorders DCN MP - Plasticity and memory [IGMD 3], 03 medical and health sciences, AUTOMATED SEGMENTATION, Meta-Analysis as Topic, SDG 3 - Good Health and Well-being, ddc:570, FUNCTIONAL IMPLICATIONS, Genetics, medicine, Humans, GENOME-WIDE ASSOCIATION, 030304 developmental biology, Chromosomes, Human, Pair 12, Magnetic resonance imaging, Genetic Loci, physiopathology [Hippocampus], 110 009 The human brain and Chinese prosody, Genetics and epigenetic pathways of disease Genomic disorders and inherited multi-system disorders [NCMLS 6], HUMAN HEIGHT, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract

Contains fulltext : 108202.pdf (Publisher’s version ) (Closed access) Identifying genetic variants influencing human brain structures may reveal new biological mechanisms underlying cognition and neuropsychiatric illness. The volume of the hippocampus is a biomarker of incipient Alzheimer's disease and is reduced in schizophrenia, major depression and mesial temporal lobe epilepsy. Whereas many brain imaging phenotypes are highly heritable, identifying and replicating genetic influences has been difficult, as small effects and the high costs of magnetic resonance imaging (MRI) have led to underpowered studies. Here we report genome-wide association meta-analyses and replication for mean bilateral hippocampal, total brain and intracranial volumes from a large multinational consortium. The intergenic variant rs7294919 was associated with hippocampal volume (12q24.22; N = 21,151; P = 6.70 x 10(-16)) and the expression levels of the positional candidate gene TESC in brain tissue. Additionally, rs10784502, located within HMGA2, was associated with intracranial volume (12q14.3; N = 15,782; P = 1.12 x 10(-12)). We also identified a suggestive association with total brain volume at rs10494373 within DDR2 (1q23.3; N = 6,500; P = 5.81 x 10(-7)). 01 mei 2012

Published
2012
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42. fmCASES National Examination as a Pretest in a Family Medicine Clerkship.

Author

Nguyen, Dana R., Servey, Jessica T., Scott, LaTraia S., and Nguyen, Dana

Abstract

Background and Objectives: Pretests have been shown to contribute to improved performance on standardized tests by serving to facilitate development of individualized study plans. fmCASES is an existing validated examination used widely in family medicine clerkships throughout the country. Our study aimed to determine if implementation of the fmCASES National Examination as a pretest decreased overall failure rates on the end-of-clerkship National Board of Medical Examiners (NBME) subject examination, and to assess if fmCASES pretest scores correlate with student NBME scores.Methods: One hundred seventy-one and 160 clerkship medical students in different class years at a single institution served as the control and intervention groups, respectively. The intervention group took the fmCASES National Examination as a pretest at the beginning of the clerkship and received educational prescriptions based on the results. Chi-square analysis, Pearson correlation, and receiver operating curve analysis were used to evaluate the effectiveness and correlations for the intervention.Results: Students completing an fmCASES National Examination as a pretest failed the end-of-clerkship NBME exam at significantly lower rates than those students not taking the pretest. The overall failure rate for the intervention group was 8.1% compared to 17.5% for the control group (P=0.01). Higher pretest scores correlated with higher NBME examination scores (r=0.55, P<0.001).Conclusions: fmCASES National Examination is helpful as a formative assessment tool for students beginning their family medicine clerkship. This tool introduces students to course learning objectives, assists them in identifying content areas most in need of study, and can be used to help students design individualized study plans. [ABSTRACT FROM AUTHOR]

Published
2018
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43. Does posterior cingulate hypometabolism result from disconnection or local pathology across preclinical and clinical stages of Alzheimer's disease?

Author

Teipel, Stefan, Grothe, Michel J, Trojanowki, John Q, Quinn, Joseph, Silbert, Lisa, Lind, Betty, Carter, Raina, Dolen, Sara, Schneider, Lon S, Pawluczyk, Sonia, Becerra, Mauricio, Teodoro, Liberty, Spann, Bryan M, Toga, Arthur W, Brewer, James, Vanderswag, Helen, Fleisher, Adam, Heidebrink, Judith L, Lord, Joanne L, Petersen, Ronald, Mason, Sara S, Albers, Colleen S, Knopman, David, Johnson, Kris, Beckett, Laurel, Doody, Rachelle S, Villanueva-Meyer, Javier, Pavlik, Valory, Shibley, Victoria, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stern, Yaakov, Honig, Lawrence S, Bell, Karen L, Green, Robert C, Ances, Beau, Morris, John C, Carroll, Maria, Creech, Mary L, Franklin, Erin, Mintun, Mark A, Schneider, Stacy, Oliver, Angela, Marson, Daniel, Geldmacher, David, Saykin, Andrew J, Love, Marissa Natelson, Griffith, Randall, Clark, David, Brockington, John, Roberson, Erik, Grossman, Hillel, Mitsis, Effie, Shah, Raj C, deToledo-Morrell, Leyla, Duara, Ranjan, Morris, John, Greig-Custo, Maria T, Barker, Warren, Albert, Marilyn, Onyike, Chiadi, D'Agostino, Daniel, Kielb, Stephanie, Sadowski, Martin, Sheikh, Mohammed O, Ulysse, Anaztasia, Gaikwad, Mrunalini, Shaw, Leslie M, Doraiswamy, P Murali, Petrella, Jeffrey R, Borges-Neto, Salvador, Wong, Terence Z, Coleman, Edward, Arnold, Steven E, Karlawish, Jason H, Wolk, David A, Clark, Christopher M, Smith, Charles D, Khachaturian, Zaven, Jicha, Greg, Hardy, Peter, Sinha, Partha, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Goldstein, Bonnie S, Sorensen, Greg, Martin, Kim, Makino, Kelly M, Ismail, M Saleem, Brand, Connie, Potkin, Steven G, Preda, Adrian, Nguyen, Dana, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Carrillo, Maria, Levey, Allan I, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Swerdlow, Russell H, Brooks, William M, Apostolova, Liana, Tingus, Kathleen, Woo, Ellen, Silverman, Daniel H S, Initiative, Alzheimer´s Disease Neuroimaging, Kuller, Lew, Lu, Po H, Bartzokis, George, Graff-Radford, Neill R, Parfitt, Francine, Poki-Walker, Kim, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Brosch, Jared R, Herring, Scott, Raichle, Marc, van Dyck, Christopher H, Carson, Richard E, MacAvoy, Martha G, Varma, Pradeep, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Paul, Steven, Hsiung, Ging-Yuek Robin, Feldman, Howard, Mudge, Benita, Assaly, Michele, Finger, Elizabeth, Pasternack, Stephen, Rachisky, Irina, Trost, Dick, Kertesz, Andrew, Bernick, Charles, Davies, Peter, Munic, Donna, Mesulam, Marek-Marsel, Rogalski, Emily, Lipowski, Kristine, Weintraub, Sandra, Bonakdarpour, Borna, Kerwin, Diana, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Fillit, Howard, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad, Yesavage, Jerome, Taylor, Joy L, Lane, Barton, Hefti, Franz, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan N, Belden, Christine M, Jacobson, Sandra A, Sirrel, Sherye A, Kowall, Neil, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Holtzman, David, Johnson, Patricia Lynn, Obisesan, Thomas O, Wolday, Saba, Allard, Joanne, Lerner, Alan, Ogrocki, Paula, Tatsuoka, Curtis, Fatica, Parianne, Fletcher, Evan, Maillard, Pauline, Mesulam, M Marcel, Olichney, John, DeCarli, Charles, Carmichael, Owen, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Potter, William, Tariot, Pierre, Burke, Anna, Milliken, Ann Marie, Trncic, Nadira, Reeder, Stephanie, Bates, Vernice, Snyder, Peter, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W, Kataki, Maria, Kelley, Brendan, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Pearlson, Godfrey D, Blank, Karen, Weiner, Michael W, Schwartz, Adam, Anderson, Karen, Flashman, Laura A, Seltzer, Marc, Hynes, Mary L, Santulli, Robert B, Sink, Kaycee M, Gordineer, Leslie, Williamson, Jeff D, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Tremont, Geoffrey, Daiello, Lori A, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Perry, David, Mintzer, Jacobo, Montine, Tom, Spicer, Kenneth, Bachman, David, Pasternak, Stephen, Rachinsky, Irina, Rogers, John, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K, Smith, Karen Ekstam, Koleva, Hristina, Nam, Ki Won, Shim, Hyungsub, Relkin, Norman, Chiang, Gloria, Lin, Michael, Ravdin, Lisa, Aisen, Paul, Smith, Amanda, Raj, Balebail Ashok, Fargher, Kristin, Weiner, Michael, Harvey, Danielle, Thomas, Ronald G, Jack, Clifford R, Jagust, William, Neylan, Thomas, Grafman, Jordan, Donohue, Michael, Gessert, Devon, Sather, Tamie, Davis, Melissa, Morrison, Rosemary, Walter, Sarah, Jiminez, Gus, Hayes, Jacqueline, Finley, Shannon, Bernstein, Matthew, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Kantarci, Kejal, Ward, Chad, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Landau, Susan, Cairns, Nigel J, Householder, Erin, Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Crawford, Karen, Neu, Scott, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Faber, Kelley, Kim, Sungeun, Nho, Kwangsik, Friedl, Karl, Balasubramanian, Archana B, Fleischman, Debra, Arfanakis, Konstantinos, Mason, Jennifer, Varon, Daniel, Greig, Maria T, James, Olga, Goldstein, Bonnie, Martin, Kimberly S, Sim, Iris, Massoglia, Dino, Brawman-Mintzer, Olga, Martinez, Walter, Rosen, Howard, Behan, Kelly, Johnson, Sterling C, Fruehling, J Jay, Harding, Sandra, Peskind, Elaine R, Petrie, Eric C, Li, Gail, Yesavage, Jerome A, Furst, Ansgar J, Chao, Steven, Fox, Nick, Thompson, Paul, Schuff, Norbert, DeCArli, Charles, Vemuri, Prashanthi, Jones, David, Mathis, Chet, Taylor-Reinwald, Lisa, Thal, Lean, Thal, Leon, Buckholtz, Neil, Snyder, Peter J, Frank, Richard, Hsiao, John, and Kaye, Jeffrey

Subjects
Male, Pathology, Aging, physiopathology [Cognitive Dysfunction], diagnostic imaging [Cognitive Dysfunction], Hippocampus, 030218 nuclear medicine & medical imaging, metabolism [Cognitive Dysfunction], 0302 clinical medicine, Cognition, pathology [Gray Matter], Cortex (anatomy), Image Processing, Computer-Assisted, Gray Matter, diagnostic imaging [Hippocampus], General Medicine, Middle Aged, Magnetic Resonance Imaging, medicine.anatomical_structure, Female, metabolism [Alzheimer Disease], medicine.medical_specialty, Amyloid, Grey matter, Gyrus Cinguli, physiopathology [Alzheimer Disease], Article, 03 medical and health sciences, Atrophy, Neuroimaging, Alzheimer Disease, Fluorodeoxyglucose F18, mental disorders, metabolism [Gyrus Cinguli], medicine, Dementia, Humans, Cognitive Dysfunction, Radiology, Nuclear Medicine and imaging, ddc:610, chemistry [Fluorodeoxyglucose F18], physiopathology [Gyrus Cinguli], Aged, business.industry, diagnostic imaging [Gray Matter], medicine.disease, pathology [Hippocampus], Posterior cingulate, Positron-Emission Tomography, bacteria, business, diagnostic imaging [Alzheimer Disease], 030217 neurology & neurosurgery
Abstract

Posterior cingulate cortex (PCC) hypometabolism as measured by FDG PET is an indicator of Alzheimer’s disease (AD) in prodromal stages, such as in mild cognitive impairment (MCI), and has been found to be closely associated with hippocampus atrophy in AD dementia. We studied the effects of local and remote atrophy and of local amyloid load on the PCC metabolic signal in patients with different preclinical and clinical stages of AD. We determined the volume of the hippocampus and PCC grey matter based on volumetric MRI scans, PCC amyloid load based on AV45 PET, and PCC metabolism based on FDG PET in 667 subjects participating in the Alzheimer’s Disease Neuroimaging Initiative spanning the range from cognitively normal ageing through prodromal AD to AD dementia. In cognitively normal individuals and those with early MCI, PCC hypometabolism was exclusively associated with hippocampus atrophy, whereas in subjects with late MCI it was associated with both local and remote effects of atrophy as well as local amyloid load. In subjects with AD dementia, PCC hypometabolism was exclusively related to local atrophy. Our findings suggest that the effects of remote pathology on PCC hypometabolism decrease and the effects of local pathology increase from preclinical to clinical stages of AD, consistent with a progressive disconnection of the PCC from downstream cortical and subcortical brain regions.

Published
2016
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45. Common genetic variants influence human subcortical brain structures

Author

Hibar, Derrek P, Stein, Jason L, Aribisala, Benjamin S, de Zubicaray, Greig I, Dillman, Allissa, Duggirala, Ravi, Dyer, Thomas D, Erk, Susanne, Fedko, Iryna O, Ferrucci, Luigi, Foroud, Tatiana M, Fox, Peter T, Fukunaga, Masaki, Armstrong, Nicola J, Gibbs, J Raphael, Göring, Harald H H, Green, Robert C, Guelfi, Sebastian, Hansell, Narelle K, Hartman, Catharina A, Hegenscheid, Katrin, Heinz, Andreas, Hernandez, Dena G, Heslenfeld, Dirk J, Bernard, Manon, Hoekstra, Pieter J, Holsboer, Florian, Homuth, Georg, Hottenga, Jouke-Jan, Ikeda, Masashi, Jack, Clifford R, Jenkinson, Mark, Johnson, Robert, Kanai, Ryota, Keil, Maria, Bohlken, Marc M, Kent, Jack W, Kochunov, Peter, Kwok, John B, Lawrie, Stephen M, Liu, Xinmin, Longo, Dan L, McMahon, Katie L, Meisenzahl, Eva, Melle, Ingrid, Mohnke, Sebastian, Boks, Marco P, Montgomery, Grant W, Mostert, Jeanette C, Mühleisen, Thomas W, Nalls, Michael A, Nichols, Thomas E, Nilsson, Lars G, Nöthen, Markus M, Ohi, Kazutaka, Olvera, Rene L, Perez-Iglesias, Rocio, Bralten, Janita, Pike, G Bruce, Potkin, Steven G, Reinvang, Ivar, Reppermund, Simone, Rietschel, Marcella, Romanczuk-Seiferth, Nina, Rosen, Glenn D, Rujescu, Dan, Schnell, Knut, Schofield, Peter R, Brown, Andrew A, Smith, Colin, Steen, Vidar M, Sussmann, Jessika E, Thalamuthu, Anbupalam, Toga, Arthur W, Traynor, Bryan J, Troncoso, Juan, Turner, Jessica A, Valdés Hernández, Maria C, van 't Ent, Dennis, Chakravarty, M Mallar, van der Brug, Marcel, van der Wee, Nic J A, van Tol, Marie-Jose, Veltman, Dick J, Wassink, Thomas H, Westman, Eric, Zielke, Ronald H, Zonderman, Alan B, Ashbrook, David G, Hager, Reinmar, Chen, Qiang, Lu, Lu, McMahon, Francis J, Morris, Derek W, Williams, Robert W, Brunner, Han G, Buckner, Randy L, Buitelaar, Jan K, Cahn, Wiepke, Calhoun, Vince D, Cavalleri, Gianpiero L, Ching, Christopher R K, Crespo-Facorro, Benedicto, Dale, Anders M, Davies, Gareth E, Delanty, Norman, Depondt, Chantal, Djurovic, Srdjan, Drevets, Wayne C, Espeseth, Thomas, Gollub, Randy L, Ho, Beng-Choon, Renteria, Miguel E, Cuellar-Partida, Gabriel, Hoffmann, Wolfgang, Hosten, Norbert, Kahn, René S, Le Hellard, Stephanie, Meyer-Lindenberg, Andreas, Müller-Myhsok, Bertram, Nauck, Matthias, Nyberg, Lars, Pandolfo, Massimo, Penninx, Brenda W J H, den Braber, Anouk, Roffman, Joshua L, Sisodiya, Sanjay M, Smoller, Jordan W, van Bokhoven, Hans, van Haren, Neeltje E M, Völzke, Henry, Walter, Henrik, Weiner, Michael W, Wen, Wei, White, Tonya, Giddaluru, Sudheer, Agartz, Ingrid, Andreassen, Ole A, Blangero, John, Boomsma, Dorret I, Brouwer, Rachel M, Cannon, Dara M, Cookson, Mark R, de Geus, Eco J C, Deary, Ian J, Donohoe, Gary, Goldman, Aaron L, Fernández, Guillén, Fisher, Simon E, Francks, Clyde, Glahn, David C, Grabe, Hans J, Gruber, Oliver, Hardy, John, Hashimoto, Ryota, Hulshoff Pol, Hilleke E, Jönsson, Erik G, Grimm, Oliver, Kloszewska, Iwona, Lovestone, Simon, Mattay, Venkata S, Mecocci, Patrizia, McDonald, Colm, McIntosh, Andrew M, Ophoff, Roel A, Paus, Tomas, Pausova, Zdenka, Ryten, Mina, Guadalupe, Tulio, Sachdev, Perminder S, Saykin, Andrew J, Simmons, Andy, Singleton, Andrew, Soininen, Hilkka, Wardlaw, Joanna M, Weale, Michael E, Weinberger, Daniel R, Adams, Hieab H H, Launer, Lenore J, Hass, Johanna, Seiler, Stephan, Schmidt, Reinhold, Chauhan, Ganesh, Satizabal, Claudia L, Becker, James T, Yanek, Lisa, van der Lee, Sven J, Ebling, Maritza, Fischl, Bruce, Longstreth, W. T., Woldehawariat, Girma, Greve, Douglas, Schmidt, Helena, Nyquist, Paul, Vinke, Louis N, van Duijn, Cornelia M, Xue, Luting, Mazoyer, Bernard, Bis, Joshua C, Gudnason, Vilmundur, Seshadri, Sudha, Holmes, Avram J, Ikram, M Arfan, Initiative, Alzheimer’s Disease Neuroimaging, Consortium, CHARGE, EPIGEN, IMAGEN, SYS, Martin, Nicholas G, Wright, Margaret J, Schumann, Gunter, Franke, Barbara, Hoogman, Martine, Thompson, Paul M, Medland, Sarah E, Weiner, Michael, Aisen, Paul, Petersen, Ronald, Jagust, William, Trojanowki, John Q, Beckett, Laurel, Arias-Vasquez, Alejandro, Janowitz, Deborah, Morris, John, Shaw, Leslie M, Khachaturian, Zaven, Sorensen, Greg, Carrillo, Maria, Kuller, Lew, Raichle, Marc, Paul, Steven, Jia, Tianye, Davies, Peter, Fillit, Howard, Hefti, Franz, Holtzman, Davie, Mesulman, M Marcel, Potter, William, Snyder, Peter, Schwartz, Adam, Montine, Tom, Kim, Sungeun, Thomas, Ronald G, Donohue, Michael, Walter, Sarah, Gessert, Devon, Sather, Tamie, Jiminez, Gus, Harvey, Danielle, Klein, Marieke, Bernstein, Matthew, Fox, Nick, Thompson, Paul, Schuff, Norbert, DeCarli, Charles, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Kraemer, Bernd, Vemuri, Prashanthi, Jones, David, Kantarci, Kejal, Ward, Chad, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Mathis, Chet, Lee, Phil H, Landau, Susan, Cairns, Nigel J, Householder, Erin, Taylor-Reinwald, Lisa, Trojanowki, J. Q., Shaw, Les, Lee, Virginia M Y, Korecka, Magdalena, Figurski, Michal, Olde Loohuis, Loes M, Crawford, Karen, Neu, Scott, Potkin, Steven, Shen, Li, Faber, Kelley, Nho, Kwangsik, Luciano, Michelle, Thal, Leon, Frank, Richard, Snyder, Peter J, Buckholtz, Neil, Macare, Christine, Albert, Marilyn, Hsiao, John, Kaye, Jeffrey, Quinn, Joseph, Lind, Betty, Carter, Raina, Dolen, Sara, Gutman, Boris A, Schneider, Lon S, Mather, Karen A, Pawluczyk, Sonia, Beccera, Mauricio, Teodoro, Liberty, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Fleisher, Adam, Heidebrink, Judith L, Lord, Joanne L, Desrivières, Sylvane, Mattheisen, Manuel, Mason, Sara S, Albers, Colleen S, Knopman, David, Johnson, Kris, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stern, Yaakov, Milaneschi, Yuri, Honig, Lawrence S, Bell, Karen L, Ances, Beau, Morris, John C, Carroll, Maria, Leon, Sue, Mintun, Mark A, Schneider, Stacy, Oliver, Angela, Marson, Daniel, Griffith, Randall, Clark, David, Geldmacher, David, Brockington, John, Roberson, Erik, Grossman, Hillel, Mitsis, Effie, deToledo-Morrell, Leyla, Shah, Raj C, Papmeyer, Martina, Duara, Ranjan, Varon, Daniel, Greig, Maria T, Roberts, Peggy, Onyike, Chiadi, D'Agostino, Daniel, Kielb, Stephanie, Galvin, James E, Pogorelec, Dana M, Ramasamy, Adaikalavan, Cerbone, Brittany, Michel, Christina A, Rusinek, Henry, de Leon, Mony J, Glodzik, Lidia, De Santi, Susan, Doraiswamy, P Murali, Petrella, Jeffrey R, Wong, Terence Z, Arnold, Steven E, Risacher, Shannon L, Karlawish, Jason H, Wolk, David, Smith, Charles D, Jicha, Greg, Hardy, Peter, Sinha, Partha, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L, Oakley, MaryAnn, Roiz-Santiañez, Roberto, Simpson, Donna M, Porsteinsson, Anton P, Goldstein, Bonnie S, Martin, Kim, Makino, Kelly M, Ismail, M Saleem, Brand, Connie, Mulnard, Ruth A, Thai, Gaby, Mc-Adams-Ortiz, Catherine, Rose, Emma J, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Diaz-Arrastia, Ramon, King, Richard, Weiner, Myron, Martin-Cook, Kristen, DeVous, Michael, Levey, Allan I, Lah, James J, Salami, Alireza, Cellar, Janet S, Burns, Jeffrey M, Anderson, Heather S, Swerdlow, Russell H, Apostolova, Liana, Tingus, Kathleen, Woo, Ellen, Silverman, Daniel H S, Lu, Po H, Bartzokis, George, Sämann, Philipp G, Graff-Radford, Neill R, Parfitt, Francine, Kendall, Tracy, Johnson, Heather, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Herring, Scott, Hunt, Cynthia, van Dyck, Christopher H, Jahanshad, Neda, Schmaal, Lianne, Carson, Richard E, MacAvoy, Martha G, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Hsiung, Yuek Robin, Feldman, Howard, Schork, Andrew J, Mudge, Benita, Assaly, Michele, Kertesz, Andrew, Rogers, John, Trost, Dick, Bernick, Charles, Munic, Donna, Kerwin, Diana, Mesulam, Marek-Marsel, Lipowski, Kristine, Shin, Jean, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Strike, Lachlan T, Marshall, Gad, Frey, Meghan, Yesavage, Jerome, Taylor, Joy L, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan N, Belden, Christine M, Jacobson, Sandra A, Teumer, Alexander, Sirrel, Sherye A, Kowall, Neil, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Wolday, Saba, Allard, Joanne, Lerner, Alan, van Donkelaar, Marjolein M J, Ogrocki, Paula, Hudson, Leon, Fletcher, Evan, Carmichael, Owen, Olichney, John, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, van Eijk, Kristel R, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Reeder, Stephanie, Bates, Vernice, Walters, Raymond K, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W, Kataki, Maria, Adeli, Anahita, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Pearlson, Godfrey D, Blank, Karen, Westlye, Lars T, Anderson, Karen, Santulli, Robert B, Kitzmiller, Tamar J, Schwartz, Eben S, Sink, Kaycee M, Williamson, Jeff D, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Whelan, Christopher D, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Finger, Elizabether, Toro, Roberto, Winkler, Anderson M, Pasternak, Stephen, Rachinsky, Irina, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K, Ponto, Laura L Boles, Zwiers, Marcel P, Shim, Hyungsub, Smith, Karen Elizabeth, Relkin, Norman, Chaing, Gloria, Raudin, Lisa, Smith, Amanda, Fargher, Kristin, Raj, Balebail Ashok, Amin, Najaf, Becker, Diane, Alhusaini, Saud, Beiser, Alexa, Debette, Stéphanie, DeStefano, Anita, Hofer, Edith, Hofman, Albert, Niessen, Wiro J, Smith, Albert, Tzourio, Christophe, Vaidya, Dhananjay, Athanasiu, Lavinia, Vernooij, Meike W, Goldstein, David B, Heinzen, Erin L, Shianna, Kevin, Radtke, Rodney, Ottmann, Ruth, Albrecht, Lisa, Andrew, Chris, Arroyo, Mercedes, Artiges, Eric, Ehrlich, Stefan, Aydin, Semiha, Bach, Christine, Banaschewski, Tobias, Barbot, Alexis, Barker, Gareth, Boddaert, Nathalie, Bokde, Arun, Bricaud, Zuleima, Bromberg, Uli, Bruehl, Ruediger, Hakobjan, Marina M H, Büchel, Christian, Cachia, Arnaud, Cattrell, Anna, Conrod, Patricia, Constant, Patrick, Crombag, Hans, Czech, Katharina, Dalley, Jeffrey, Decideur, Benjamin, Desrivieres, Sylvane, Hartberg, Cecilie B, Fadai, Tahmine, Flor, Herta, Frouin, Vincent, Fuchs, Birgit, Gallinat, Jürgen, Garavan, Hugh, Briand, Fanny Gollier, Gowland, Penny, Head, Kay, Heinrichs, Bert, Haukvik, Unn K, Heym, Nadja, Hübner, Thomas, Ihlenfeld, Albrecht, Ireland, James, Ittermann, Bernd, Ivanov, Nikolay, Jones, Jennifer, Klaassen, Arno, Heister, Angelien J G A M, Lalanne, Christophe, Lathrop, Mark, Lanzerath, Dirk, Lemaitre, Hervé, Lüdemann, Katharina, Mallik, Catherine, Mangin, Jean-François, Mann, Karl, Mar, Adam, Hoehn, David, Martinot, Jean-Luc, Massicotte, Jessica, Mennigen, Eva, Mesquita de Carvahlo, Fabiana, Mignon, Xavier, Miranda, Ruben, Müller, Kathrin, Nees, Frauke, Nymberg, Charlotte, Paillere, Marie-Laure, Wittfeld, Katharina, Kasperaviciute, Dalia, Pena-Oliver, Yolanda, Poline, Jean-Baptiste, Poustka, Luise, Rapp, Michael, Reed, Laurence, Robert, Gabriel, Reuter, Jan, Liewald, David C M, Ripke, Stephan, Ripley, Tamzin, Robbins, Trevor, Rodehacke, Sarah, Romanowski, Alexander, Ruggeri, Barbara, Schilling, Christina, Schmäl, Christine, Schmidt, Dirk, Lopez, Lorna M, Schneider, Sophia, Schroeder, Markus, Schubert, Florian, Schwartz, Yannick, Smolka, Michael, Sommer, Wolfgang, Spanagel, Rainer, Speiser, Claudia, Spranger, Tade, Stedman, Alicia, Makkinje, Remco R R, Steiner, Sabina, Stephens, Dai, Strache, Nicole, Ströhle, Andreas, Struve, Maren, Subramaniam, Naresh, Theobald, David, Topper, Lauren, Vollstaedt-Klein, Sabine, Walaszek, Bernadeta, Matarin, Mar, Weiß, Katharina, Werts, Helen, Whelan, Robert, Williams, Steve, Yacubian, Juliana, Ziesch, Veronika, Zilbovicius, Monica, Wong, C Peng, Lubbe, Steven, Naber, Marlies A M, Martinez-Medina, Lourdes, Kepa, Agnes, Fernandes, Alinda, Tahmasebi, Amir, Abrahamowicz, Michal, Gaudet, Daniel, Leonard, Gabriel, Perron, Michel, Richer, Louis, Seguin, Jean, McKay, D Reese, Veillette, Suzanne, Needham, Margaret, Nugent, Allison C, Pütz, Benno, Abramovic, Lucija, Royle, Natalie A, Sprooten, Emma, Trabzuni, Daniah, van der Marel, Saskia S L, van Hulzen, Kimm J E, Walton, Esther, Wolf, Christiane, Almasy, Laura, Ames, David, Andersson, Micael, Arepalli, Sampath, Assareh, Amelia A, Bastin, Mark E, Brodaty, Henry, Bulayeva, Kazima B, Carless, Melanie A, Cichon, Sven, Corvin, Aiden, Curran, Joanne E, Czisch, Michael, MUMC+: DA Klinische Genetica (5), RS: GROW - Developmental Biology, RS: GROW - R4 - Reproductive and Perinatal Medicine, Université de Montréal. Faculté de médecine. Département de psychiatrie et d'addictologie, David Geffen School of Medicine [Los Angeles], University of California [Los Angeles] (UCLA), University of California (UC)-University of California (UC), QIMR Berghofer Medical Research Institute, Department of Psychiatry, Donders Centre for Neuroscience, Radboud University [Nijmegen]-Radboud University Medical Center [Nijmegen]-Radboud University [Nijmegen]-Radboud University Medical Center [Nijmegen], Department of Human Genetics, Radboud University Medical Center [Nijmegen], Institute of Psychiatry, Psychology & Neuroscience, King's College London, King‘s College London, PRES Sorbonne Paris Cité, Génétique humaine et fonctions cognitives - Human Genetics and Cognitive Functions (GHFC (UMR_3571 / U-Pasteur_1)), Institut Pasteur [Paris] (IP)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Gènes, Synapses et Cognition (CNRS - UMR3571 ), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), German Research Center for Neurodegenerative Diseases - Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Greifswald University Hospital, University Medical Center [Utrecht], European Commission, University of Edinburgh, Lagos State University (LASU), Heriot-Watt University [Edinburgh] (HWU), Unité d'expérimentation sur les Ruminants de Theix, Institut National de la Recherche Agronomique (INRA), Donders Institute for Brain, Cognition and Behaviour, Radboud University [Nijmegen], University of Oslo (UiO), Montreal Neurological Institute and Hospital, McGill University = Université McGill [Montréal, Canada], School of Technical Physics, Xidian University, Dept. of Mechanical Engineering, McMaster University [Hamilton, Ontario], Biological Psychology, Neuroscience Campus Amsterdam & EMGO Institute for Health and Care Research, VU University & VU Medical Center, Amsterdam 1081 BT, The Netherlands, Haukeland University Hospital, University of Bergen (UiB), Physicochimie des Processus de Combustion et de l’Atmosphère - UMR 8522 (PC2A), Université de Lille-Centre National de la Recherche Scientifique (CNRS), Department of Geriatric Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Universität Heidelberg [Heidelberg] = Heidelberg University, Language and Genetics Department [Nijmegen], Max Planck Institute for Psycholinguistics, Max-Planck-Gesellschaft-Max-Planck-Gesellschaft, International Max Planck Research School for Language Sciences (IMPRS ), Georgia Institute of Technology [Atlanta], National Institutes of Health [Bethesda] (NIH), Yale University [New Haven], Massachusetts General Hospital [Boston], Mental Health Sciences Unit, University College of London [London] (UCL), Beijing Normal University (BNU), Indiana University School of Medicine, Indiana University System, Indiana Alzheimer Disease Center, Indiana University System-Indiana University System, Center for Translational Research in Systems Neuroscience and Psychiatry, Department of Psychiatry and Psychotherapy, University Medical Center, Goettingen 37075, Germany, Scottish Fish Immunology Research Centre, School of Biological Sciences, University of Aberdeen, University of California (UC), Medstar Research Institute, Centre for Healthy Brain Ageing, School of Psychiatry, Faculty of Medicine, University of New South Wales, Sydney, Australia, Department of Genomics, Life and Brain Center, Universität Bonn = University of Bonn, Institute of Human Genetics, Department of Biomedicine and the Centre for Integrative Sequencing, Aarhus University [Aarhus], VU University Medical Center [Amsterdam], Respiratory Epidemiology and Public Health, Imperial College London-School of public health, The University of Hong Kong (HKU)-The University of Hong Kong (HKU)-MRC-HPA Centre for Environment and Health, Centro de Investigación Biomédica en Red Salud Mental [Madrid] (CIBER-SAM), Institut Parisien de Chimie Moléculaire (IPCM), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS), Umeå Centre for Functional Brain Imaging (UFBI), Umeå University, Umeå 901 87, Sweden, Aging Research Center [Karolinska Institutet] (ARC ), Stockholm University-Karolinska Institutet [Stockholm], Max Planck Institute of Psychiatry, Max-Planck-Gesellschaft, Department of Neurosciences [Univ California San Diego] (Neuro - UC San Diego), School of Medicine [Univ California San Diego] (UC San Diego), University of California [San Diego] (UC San Diego), University of California (UC)-University of California (UC)-University of California [San Diego] (UC San Diego), Department of Cognitive Sciences [Univ California San Diego] (CogSci - UC San Diego), The Hospital for sick children [Toronto] (SickKids), Queensland Institute of Medical Research, School of Psychology, University of Queensland, Brisbane 4072, Australia, University of Queensland [Brisbane], Centre for Advanced Imaging, University of Queensland, Brisbane 4072, Australia, Department of Genomics of Common Disease, Imperial College London, Department of Psychology [Oslo], Faculty of Social Sciences [Oslo], University of Oslo (UiO)-University of Oslo (UiO), Deutsche Bundesbank, Department of Neurology and Neurosurgery [Montreal], McGill University = Université McGill [Montréal, Canada]-McGill University = Université McGill [Montréal, Canada], Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland (RCSI), MetaGenoPolis, Department of Psychiatric Research and Development, Diakonhjemmet Hospital, Oslo 0319, Norway, UCL Institute of Neurology and Epilepsy Society, Department of Medicine, Clinical And Experimental Epilepsy, Dpt of Psychiatry [New Haven], Yale School of Medicine [New Haven, Connecticut] (YSM), Hartford Hospital, Neuropsychiatric Genetics Research Group and Department of Psychiatry, Trinity College Institute of Psychiatry, Trinity College Dublin, Dublin 2, Ireland, Institute of Food & Health, University College Dublin, University College Dublin [Dublin] (UCD), Statistical Genetics Group, State Key Laboratory of Lead Compound Research, WuXi AppTec, Co., Ltd, Reta Lila Weston Institute and Department of Molecular Neuroscience, UCL, Institute of Neurology [London], Department of Genetics, King Faisal Specialist Hospital and Research Centre (KFSH & RC), Centre épigénétique et destin cellulaire (EDC), Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Dundee Technopole, CXR Biosciences Ltd, Ninewells Hospital and Medical School, Biomedical Research Centre, University of Dundee, Southwest Foundation for Biomedical Research, Department of Psychiatry and National Ageing Research Institute, University of Melbourne, Department of Clinical Genetics, Department of Medical Parasitology and Mycology, School of public health, The University of Hong Kong (HKU)-The University of Hong Kong (HKU)-Tehran University of Medical Siences, Centre for Healthy Brain Ageing, University of New South Wales [Sydney] (UNSW), Dementia Collaborative Research Centre, N.I. Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow 119333, Russia, Texas Biomedical Research Institute [San Antonio, TX], Institute of Neuroscience and Medicine (INM-1), Research Center Juelich, Division of Medical Genetics, University of Basel (Unibas), Trinity College Dublin-St. James's Hospital, Neuropsychiatric Genetics Research Group, Trinity College Dublin, Department of Materials Science & Metallurgy, University of Cambridge [UK] (CAM), Bijvoet Center of Biomolecular Research [Utrecht], Utrecht University [Utrecht], School of Psychology, University of Queensland, Laboratory of Neurogenetics, The University of Texas Health Science Center at Houston (UTHealth), Department of Genomics, Department of Medical and Molecular Genetics, South Texas Veterans Health Care System, San Antonio, Texas 78229, USA, Biofunctional Imaging, Immunology Frontier Research Center, Osaka University, Osaka 565-0871, Japan, Public Health Genomics Unit, Department of Biomolecular Engineering, Rheinische Friedrich-Wilhelms-Universität Bonn, Estación Experimental de Pastos y Forrajes 'Indio Hatuey', University Medical Center Groningen [Groningen] (UMCG), Neuronal Plasticity / Mouse Behaviour, Interfaculty Institute for Genetics and Functional Genomics, Universität Greifswald - University of Greifswald, Department of Psychiatry, Fujita Health University School of Medicine, Toyoake 470-1192, Japan, Department of Radiology, Mayo Clinic, Department of Clinical Neurology [Oxford], University of Oxford-FMRIB Centre- John Radcliffe Hospital [Oxford University Hospital], University of Maryland School of Medicine, University of Maryland System, University of Sussex, Institute of Cognitive Neuroscience, United Kingdom Met Office [Exeter], University of Maryland [Baltimore County] (UMBC), University of Maryland System-University of Maryland System-University of Maryland School of Medicine, Department of Civil and Structural Engineering, The Hong Kong Polytechnic University [Hong Kong] (POLYU)-The Hong Kong Polytechnic University [Hong Kong] (POLYU), Columbia University Irving Medical Center (CUIMC), Lymphocyte Cell Biology Unit, Laboratory of Genetics, Centre for Advanced Imaging, Psychiatry and Psychotherapy, KG Jebsen Centre for Psychosis Research, University of Oslo (UiO)-Institute of Clinical Medicine-Oslo University Hospital [Oslo], Division of Mental Health and Addiction, Oslo University Hospital [Oslo], Institute of Clinical Medicine [Oslo], Faculty of Medicine [Oslo], Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], Genetic Epidemiology Unit, Erasmus University Medical Center [Rotterdam] (Erasmus MC), Department of Statistics [Warwick], University of Warwick [Coventry], Osaka University [Osaka], Institute of Psychiatry, King’s College London, London SE5 8AF, UK, University of Calgary, Psychiatry and Human Behavior, University of California, Irvine, California 92617, USA, University of California [Irvine] (UC Irvine), Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health [Mannheim], University Hospital Mannheim | Universitätsmedizin Mannheim-University Hospital Mannheim | Universitätsmedizin Mannheim, Space and Naval Warfare Systems Center, Klinik für Psychiatrie, Martin-Luther-University Halle-Wittenberg, Department of Psychiatry, Division of Medical Psychology, Genetics of Mental Illness and Brain Function, Neuroscience Research Australia, Développement et amélioration des plantes (UMR DAP), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut National de la Recherche Agronomique (INRA)-Université Montpellier 2 - Sciences et Techniques (UM2)-Centre National de la Recherche Scientifique (CNRS), Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney 2052, Australia, Laboratory of Neuro Imaging [Los Angeles] (LONI), Departamento de Física Aplicada, Universidade de Vigo, Georgia State University, University System of Georgia (USG), Genentech, Inc. [San Francisco], Psychiatry and Leiden Institute for Brain and Cognition, Leiden University Medical Center (LUMC), Universiteit Leiden-Universiteit Leiden, Universiteit Leiden, Carver College of Medicine [Iowa City], University of Iowa [Iowa City]-University of Iowa [Iowa City], Department of Neurobiology, Care Sciences and Society, Karolinska Institutet [Stockholm], University of Manchester [Manchester], The University of Tennessee Health Science Center [Memphis] (UTHSC), iangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Medical College of Nantong University, Nantong 226001, China, Centre for Ultrahigh Bandwidth Devices for Optical Systems (CUDOS), Macquarie University, Cognitive Neuroscience Laboratory (CNL), Harvard University, Donders Center for Cognitive Neuroimaging, Donders Centre for Cognitive Neuroimaging, Radboud University [Nijmegen]-Radboud University [Nijmegen], Icahn School of Medicine at Mount Sinai [New York] (MSSM), The Mind Research Network, Department of Electrical and Computer Engineering [Albuquerque] (ECE Department), The University of New Mexico [Albuquerque], Division of Molecular and Cellular Therapeutics, Scottish Association for Marine Science (SAMS), Structural Biology Laboratory, Department of Chemistry, University of York, Neurology Division, Beaumont Hospital, Dublin 9, Ireland, Beaumont Hospital, Department of Neurology, Hôpital Erasme [Bruxelles] (ULB), Faculté de Médecine [Bruxelles] (ULB), Université libre de Bruxelles (ULB)-Université libre de Bruxelles (ULB)-Faculté de Médecine [Bruxelles] (ULB), Université libre de Bruxelles (ULB)-Université libre de Bruxelles (ULB), Deparment of Medical Genetics, Human Genetics Branch, National Institutes of Health [Bethesda] (NIH)-National Institute of Mental Health (NIMH), Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical School [Boston] (HMS)-Massachusetts General Hospital [Boston], Department of Psychiatry, University of Iowa, University of Iowa [Iowa City], Institute for Community Medicine, Department Epidemiology of Health Care and Community Health, Translational Centre for Regenerative Medicine (TRM), Department of Cell Therapy, Universität Leipzig-Universität Leipzig, Institute of Clinical Chemistry and Laboratory Medicine, Department of Health Science, Division of Health and Rehabilitation, Luleå University of Technology (LUT), Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston]-Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], Psychiatric and Neurodevelopmental Genetics Unit, 849 Department of Human Genetics, Institute for Community Medicine, Institute for Energy Systems and Thermodynamics, Renyi Institute, Neuropsychiatric Institute, Prince of Wales Hospital, Randwick, NSW, Department of Child and Adolescent Psychiatry, Erasmus University Medical Centre, Rotterdam 3000 CB, The Netherlands, Department of Radiology, Erasmus University Medical Centre, Rotterdam 3015 CN, The Netherlands, Vrije Universiteit Amsterdam [Amsterdam] (VU), Cell Biology and Gene Expression Section, National Institute of Health, Bethesda, Dept of Psychology, Laboratoire de Recherche Magellan, Université Jean Moulin - Lyon 3 (UJML), Université de Lyon-Université de Lyon-Institut d'Administration des Entreprises (IAE) - Lyon, Institut de Socio-économie des Entreprises et des ORganisations (ISEOR), Institut de socio-économie des entreprises et des organisations, Department of Psychiatry and Psychotherapy, HELIOS Klinikum Stralsund Hanseatic-Greifswald University Hospital, Laboratoire d'Informatique de Grenoble (LIG), Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut National Polytechnique de Grenoble (INPG)-Centre National de la Recherche Scientifique (CNRS), Molecular Research Center for Children’s Mental Development, United Graduate School of Child Development, Centre for Allergy Research, Department of Medicine, Clinical Pharmacology Unit, Karolinska University Hospital [Stockholm], Medical University of Łódź (MUL), Psychiatry Institute, Department of Health and Human Services, Institute of Gerontology and Geriatrics, Università degli Studi di Perugia = University of Perugia (UNIPG), Commonwealth Scientific and Industrial Research Organisation [Canberra] (CSIRO), Australian Centre for Research into Injury in Sport and its Prevention, Monash University [Clayton], University Medical Center [Utrecht]-Brain Center Rudolf Magnus, School of Psychology [Nottingham], University of Nottingham, UK (UON), McConnell Brain Imaging Centre (MNI), SickKids - The Hospital for sick children, European Centre for Medium-Range Weather Forecasts (ECMWF), University of Eastern Finland, Centre for Population Health Sciences, Lieber Institute for Brain Development [Baltimore] (LIBD), Johns Hopkins University (JHU), Institut Gilbert-Laustriat : Biomolécules, Biotechnologie, Innovation Thérapeutique, Université Louis Pasteur - Strasbourg I-Centre National de la Recherche Scientifique (CNRS), Department of Neurology, Clinical Division of Neurogeriatrics, Medical University Graz, Graz 8010, Austria, Austrian Institute of Technology [Vienna] (AIT), INSERM Research Center for Epidemiology and Biostatistics (U897) Team Neuroepidemiology, Bordeaux, France College of Health Sciences, University of Bordeaux, Bordeaux, France, INSERM, Neuroepidemiology U708, Bordeaux, France, Karlsruhe Institute of Technology (KIT), General Internal Medicine, Johns Hopkins School of Medicine, Johns Hopkins University School of Medicine [Baltimore], Harvard Medical School [Boston] (HMS), Computer Science and Artificial Intelligence Laboratory [Cambridge] (CSAIL), Massachusetts Institute of Technology (MIT), University of Washington [Seattle], Department of Physics [Stockholm], Stockholm University, Center for Medical Systems Biology, Netherlands Genomics Initiative, Leiden University Medical Center, Leiden, The Netherlands, Netherlands Consortium for Healthy Ageing, Leiden, The Netherlands, Boston University [Boston] (BU), Groupe d'Imagerie Neurofonctionnelle (GIN - UMR 5296), Service NEUROSPIN (NEUROSPIN), Université Paris-Saclay-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS), Faculty of Medicine, University of Iceland [Reykjavik], Icelandic Heart Association, Kopavogur, Iceland., Boston University School of Medicine (BUSM), Laboratoire d'Ingénierie des Matériaux de Bretagne (LIMATB), Université de Bretagne Sud (UBS)-Université de Brest (UBO)-Institut Brestois du Numérique et des Mathématiques (IBNM), Université de Brest (UBO)-Université de Brest (UBO), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], University of California-University of California, Radboud university [Nijmegen]-Radboud University Medical Center [Nijmegen]-Radboud university [Nijmegen]-Radboud University Medical Center [Nijmegen], Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Institut Pasteur [Paris], Gènes, Synapses et Cognition, Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS), UE 1354 Unité d'expérimentation sur les Ruminants de Theix, Institut National de la Recherche Agronomique (INRA)-Physiologie Animale et Systèmes d'Elevage (PHASE), Institut National de la Recherche Agronomique (INRA)-Unité d'expérimentation sur les Ruminants de Theix (UE RT), Radboud university [Nijmegen], McGill University, University of Bergen (UIB), Universität Heidelberg [Heidelberg], Beijing Normal University, University of California, University of Bonn, Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC), Department of Neurosciences [San Diego], Department of Cognitive Sciences [San Diego], The Hospital for Sick Children, University of Toronto, Toronto M5G 1X8, Canada, McGill University-McGill University, US 1367 MetaGénoPolis, Institut National de la Recherche Agronomique (INRA)-Département Microbiologie et Chaîne Alimentaire (MICA), Institut National de la Recherche Agronomique (INRA)-MetaGénoPolis (MGP), Yale University School of Medicine, King Faisal Specialist Hospital and Research Centre, Centre épigénétique et destin cellulaire (EDC (UMR_7216)), Texas Biomedical Research Institute [San Antonio, Texas], Bijvoet Center of Biomolecular Research, Academic Unit for Psychiatry of Old Age, University of Melbourne, Melbourne 3101, Australia, Department of Genomics, Life & Brain Center, University of Bonn, Bonn D-53127, Germany, University of Oxford [Oxford]-FMRIB Centre- John Radcliffe Hospital [Oxford University Hospital], School of Psychology, University of Sussex, Brighton BN1 9QH, UK, Charité - Universitätsmedizin Berlin / Charite - University Medicine Berlin, Department of Neurology [University of Calgary], Department of Clinical Neuroscience [University of Calgary], University of California [Irvine] (UCI), Medical Faculty [Mannheim]-Medical Faculty [Mannheim], Centre National de la Recherche Scientifique (CNRS)-Université Montpellier 2 - Sciences et Techniques (UM2)-Institut National de la Recherche Agronomique (INRA)-Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad), Universidate de Vigo, Harvard University [Cambridge], Radboud university [Nijmegen]-Radboud university [Nijmegen], Université Libre de Bruxelles [Bruxelles] (ULB)-Hôpital Erasme (Bruxelles), Universität Leipzig [Leipzig]-Universität Leipzig [Leipzig], Centre de Recherche Magellan, Institut d'Administration des Entreprises (IAE) - Lyon-Université Jean Moulin - Lyon 3 (UJML), Université de Lyon-Université de Lyon, Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP)-Institut National Polytechnique de Grenoble (INPG)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA), Università degli Studi di Perugia (UNIPG), Department of neurology, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland, Department of neurology, University of Eastern Finland-University Hospital of Kuopio-University of Eastern Finland-University Hospital of Kuopio, Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS)-Service NEUROSPIN (NEUROSPIN), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Université de Bretagne Sud (UBS)-Institut Brestois du Numérique et des Mathématiques (IBNM), Université de Brest (UBO)-Université de Brest (UBO)-Université de Brest (UBO), The Alzheimer’s Disease Neuroimaging Initiative, The CHARGE Consortium, EPIGEN, IMAGEN, SYS, Radboud University Medical Center [Nijmegen]-Radboud university [Nijmegen]-Radboud University Medical Center [Nijmegen]-Radboud university [Nijmegen], Institut Pasteur [Paris]-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), FMRIB Centre- John Radcliffe Hospital [Oxford University Hospital]-University of Oxford [Oxford], Massachusetts General Hospital [Boston]-Harvard Medical School [Boston] (HMS), Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut National Polytechnique de Grenoble (INPG)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Joseph Fourier - Grenoble 1 (UJF), Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Life Course Epidemiology (LCE), Clinical Cognitive Neuropsychiatry Research Program (CCNP), Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Institut Pasteur [Paris], Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS), University of Oxford [Oxford]- John Radcliffe Hospital [Oxford University Hospital]-FMRIB Centre, Neurology, Psychiatry, Anatomy and neurosciences, NCA - Neurobiology of mental health, EMGO - Mental health, NCA - Brain imaging technology, Biological Psychology, Cognitive Psychology, Neuroscience Campus Amsterdam - Neurobiology of Mental Health, Neuroscience Campus Amsterdam - Brain Imaging Technology, EMGO+ - Mental Health, Child and Adolescent Psychiatry / Psychology, Epidemiology, Radiology & Nuclear Medicine, Laboratory of Neuro Imaging, David Geffen School of Medicine, University of California, Los Angeles, California, USA, Donders Centre for Neuroscience, Radboud University Nijmegen Medical Centre, MRC- SGDP Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK, Génétique humaine et Fonctions cognitives - Human Genetics and Cognitive Functions, Institut Pasteur [Paris]-Centre National de la Recherche Scientifique ( CNRS ), Institut Pasteur [Paris]-Université Paris Diderot - Paris 7 ( UPD7 ) -Centre National de la Recherche Scientifique ( CNRS ), German Center for Neurodegenerative Diseases (DZNE) Rostock/Greifswald, Greifswald 17487, Germany, Department of Psychiatry, University Medicine Greifswald, Greifswald 17489, Germany, Brain Center Rudolf Magnus, Department of Psychiatry, University Medical Center Utrecht, Utrecht, 3584 CX, The Netherlands, Brain Research Imaging Centre, University of Edinburgh, Edinburgh EH4 2XU, UK, Department of Computer Science, Lagos State University, Lagos, Nigeria, Scottish Imaging Network, A Platform for Scientific Excellence (SINAPSE) Collaboration, Department of Neuroimaging Sciences, University of Edinburgh, Edinburgh EH4 2XU, UK, Heriot-Watt University [Edinburgh] ( HWU ), Institut National de la Recherche Agronomique ( INRA ) -Physiologie Animale et Systèmes d'Elevage ( PHASE ) -Unité d'expérimentation sur les Ruminants de Theix ( UE RT ), Department of Human Genetics, Radboud university medical center, Nijmegen 6500 HB, The Netherlands, Department of Cognitive Neuroscience, Radboud university medical center, Nijmegen 6500 HB, The Netherlands, NORMENT - KG Jebsen Centre, Institute of Clinical Medicine, University of Oslo, Oslo N-0316, Norway, NORMENT - KG Jebsen Centre, Division of Mental Health and Addiction, Oslo University Hospital, Oslo 0424, Norway, Montreal Neurological Institute [Montréal], NORMENT - KG Jebsen Centre for Psychosis Research, Department of Clinical Science, University of Bergen, 5021 Bergen, Norway, Dr. Einar Martens Research Group for Biological Psychiatry, Center for Medical Genetics and Molecular Medicine, Haukeland University Hospital, Bergen 5021, Norway, Physicochimie des Processus de Combustion et de l’Atmosphère - UMR 8522 ( PC2A ), Université de Lille-Centre National de la Recherche Scientifique ( CNRS ), Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen 6525 XD, The Netherlands, International Max Planck Research School for Language Sciences, Nijmegen 6525 XD, The Netherlands, Human Genetics Branch and Experimental Therapeutics and Pathophysiology Branch, National Institute of Mental Health Intramural Research Program, Bethesda, Maryland 20892, USA, Department of Psychology, Yale University, New Haven, Connecticut 06511, USA, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts 02115, USA, University College of London [London] ( UCL ), Center for Neuroimaging, Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana 46202, USA, Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana 46202, USA, Indiana Alzheimer Disease Center, Indiana University School of Medicine, Indianapolis, Indiana 46202, USA, Center for Neurobehavioral Genetics, University of California, Los Angeles, California 90095, USA, Université de Bonn, Department of Psychiatry, Neuroscience Campus Amsterdam, VU University Medical Center/GGZ inGeest, Amsterdam 1081 HL, The Netherlands, Division of Psychiatry, Royal Edinburgh Hospital, University of Edinburgh, Edinburgh EH10 5HF, UK, Imperial College London-School of public health-MRC-HPA Centre for Environment and Health, Cibersam (Centro Investigación Biomédica en Red Salud Mental), Madrid 28029, Spain, Institut Parisien de Chimie Moléculaire ( IPCM ), Université Pierre et Marie Curie - Paris 6 ( UPMC ) -Centre National de la Recherche Scientifique ( CNRS ), Aging Research Center [Karolinska Institutet] ( ARC ), Max Planck Institute of Psychiatry, Munich 80804, Germany, Multimodal Imaging Laboratory, Department of Neurosciences, University of California, San Diego, California 92093, USA, Department of Cognitive Sciences, University of California, San Diego, California 92161, USA, Genetic Epidemiology Laboratory, Queensland Institute of Medical Research, Brisbane, Queensland, Australia, Department of Psychology, University of Oslo, Oslo 0373, Norway, Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal H3A 2B4, Canada, Molecular and Cellular Therapeutics, The Royal College of Surgeons, Dublin 2, Ireland, Institut National de la Recherche Agronomique ( INRA ) -MetaGénoPolis ( MGP ) -Microbiologie et Chaîne Alimentaire ( MICA ), UCL Institute of Neurology, London, United Kingdom and Epilepsy Society, London WC1N 3BG, UK, Department of Medicine, Imperial College London, London W12 0NN, UK, Centre for Cognitive Ageing and Cognitive Epidemiology, Psychology, University of Edinburgh, Edinburgh EH8 9JZ, UK, Yale School of Medicine, Olin Neuropsychiatric Research Center, Institute of Living, Hartford Hospital, Hartford, Connecticut 06106, USA, University College Dublin [Dublin] ( UCD ), Reta Lila Weston Institute and Department of Molecular Neuroscience, UCL Institute of Neurology, London WC1N 3BG, UK, Department of Genetics, King Faisal Specialist Hospital and Research Centre, Riyadh 11211, Saudi Arabia, Centre épigénétique et destin cellulaire ( EDC ), Université Paris Diderot - Paris 7 ( UPD7 ) -Centre National de la Recherche Scientifique ( CNRS ), School of public health-Tehran University of Medical Siences, University of New South Wales [Sydney] ( UNSW ), Texas Biomedical Research Institute, San Antonio, Texas 78245, USA, Institute of Neuroscience and Medicine ( INM-1 ), University of Basel ( Unibas ), Cambridge University, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland 20892, USA, University of Texas Health Science Center, San Antonio, Texas 78229, USA, Clinical Research Branch, National Institute on Aging, Baltimore, Maryland 20892, USA, Institute of Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Greifswald 17475, Germany, University Medical Center Groningen, University of Groningen, University of Greifswald, Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA, NICHD Brain and Tissue Bank for Developmental Disorders, University of Maryland Medical School, Baltimore, Maryland 21201, USA, nstitute of Cognitive Neuroscience, University College London, London WC1N 3AR, UK, Department of Psychiatry, Maryland Psychiatric Research Center, University of Maryland, Baltimore, Maryland 21201, USA, Department of Pathology and Cell Biology, Columbia University Medical Center, New York 10032, USA, Lymphocyte Cell Biology Unit, Laboratory of Genetics, National Institute on Aging, National Institutes of Health, Baltimore, Maryland 21224, USA, University of Oslo ( UiO ) -Institute of Clinical Medicine-Oslo University Hospital, Oslo University Hospital, Institute of Clinical Medicine, University of Oslo ( UiO ) -European Network of Bipolar Research Expert Centers (ENBREC) Group, Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, CCM, Berlin 10117, Germany, Erasmus MC, Laboratory of Neurogenetics, Intramural Research Program, National Institute on Aging, National Institutes of Health (NIH), Bethesda, Maryland, USA, Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka 565-0871, Japan, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana 46202, USA, Central Institute of Mental Health, UMR 1098 Développement et Amélioration des Plantes, Institut National de la Recherche Agronomique ( INRA ) -Université Montpellier 2 - Sciences et Techniques ( UM2 ) -MontpellierSupAgro ( MontpellierSupAgro ) -Génétique et amélioration des plantes ( G.A.P. ) -Développement et Amélioration des Plantes ( DAP ), Laboratory of Neuro Imaging [Los Angeles] ( LONI ), University of California at Los Angeles [Los Angeles] ( UCLA ), Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh EH4 2XU, UK, Genentech, South San Francisco, California 94080, USA, Psychiatry and Leiden Institute for Brain and Cognition, Leiden University Medical Center, Leiden 2333 ZA, The Netherlands, LUMC, Carver College of Medicine, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm SE-141 83, Sweden, Behavioral Epidemiology Section, National Institute on Aging Intramural Research Program, Baltimore, Maryland 20892, USA, Faculty of Life Sciences, University of Manchester, Manchester M13 9PT, UK, Center for Integrative and Translational Genomics, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA, Department of Genetics, Genomics, and Informatics, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA, Centre Interlangues - Texte, Image, Langage ( TIL ), Université de Bourgogne ( UB ), Centre for Ultrahigh Bandwidth Devices for Optical Systems ( CUDOS ), Icahn School of Medicine at Mount Sinai [New York], The Mind Research Network & LBERI, Albuquerque, New Mexico 87106, USA, Department of ECE, University of New Mexico, Albuquerque, New Mexico 87131, USA, Scottish Association for Marine Science ( SAMS ), Department of Neurology, Hopital Erasme, Universite Libre de Bruxelles, Brussels 1070, Belgium, National Institutes of Health ( NIH ) -National Institute of Mental Health (NIMH), Harvard Medical School [Boston] ( HMS ) -Massachusetts General Hospital [Boston], Department of Psychiatry, University of Iowa, Iowa City, Iowa 52242, USA, Luleå University of Technology ( LUT ), Broad Institute of MIT and Harvard, Massachusetts General Hospital, Vrije Universiteit Amsterdam [Amsterdam] ( VU ), Université Jean Moulin - Lyon III-Institut d'Administration des Entreprises (IAE) - Lyon, Institut de Socio-économie des Entreprises et des ORganisations ( ISEOR ), University Medicine Greifswald,-HELIOS Hospital Stralsund, Laboratoire d'Informatique de Grenoble ( LIG ), Université Pierre Mendès France - Grenoble 2 ( UPMF ) -Université Joseph Fourier - Grenoble 1 ( UJF ) -Institut National Polytechnique de Grenoble ( INPG ) -Centre National de la Recherche Scientifique ( CNRS ) -Université Grenoble Alpes ( UGA ), Molecular Research Center for Children’s Mental Development, United Graduate School of Child Development, Osaka University, Osaka 565-0871, Japan, Karolinska University Hospital (Solna), Medical University of Łódź ( MUL ), National Institutes of Health ( NIH ), University of Perugia, Commonwealth Scientific and Industrial Research Organisation, University Medical Center Utrecht-Brain Center Rudolf Magnus, University of Nottingham, UK ( UON ), McConnell Brain Imaging Centre ( MNI ), The Hospital for sick children [Toronto] ( SickKids ), Department of Medical and Molecular Genetics, King’s College London, London SE1 9RT, UK, European Centre for Medium-Range Weather Forecasts ( ECMWF ), Lieber Institute for Brain Development, Baltimore, Maryland 21205, USA, Departments of Psychiatry, Neurology, Neuroscience and the Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA, Université Louis Pasteur - Strasbourg I-Centre National de la Recherche Scientifique ( CNRS ), Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands, Austrian Institute of Technology [Vienna] ( AIT ), Karlsruhe Institute of Technology ( KIT ), General Internal Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland 21205, USA, Department of Radiology, Erasmus Medical Center University Medical Center, Rotterdam, The Netherlands, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA, Computer Science and Artificial Intelligence Laboratory [Cambridge] ( CSAIL ), Massachusetts Institute of Technology ( MIT ), Department of Epidemiology, University of Washington, Seattle, Washington, USA, Department of Neurology, University of Washington, Seattle, Washington, USA, Department of Physics, Stockholm University ( Department of Physics, Stockholm University ), Université de Lille, Sciences Humaines et Sociales, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA, Genetic Epidemiology Unit, Department of Epidemiology, Erasmus Medical Center University Medical Center, Rotterdam, The Netherlands, Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts 02118, USA, Groupe d'Imagerie Neurofonctionnelle ( GIN - UMR 5296 ), Service NEUROSPIN ( NEUROSPIN ), Direction de Recherche Fondamentale (CEA) ( DRF (CEA) ), Commissariat à l'énergie atomique et aux énergies alternatives ( CEA ) -Université Paris-Saclay-Commissariat à l'énergie atomique et aux énergies alternatives ( CEA ) -Université Paris-Saclay-Direction de Recherche Fondamentale (CEA) ( DRF (CEA) ), Commissariat à l'énergie atomique et aux énergies alternatives ( CEA ) -Université Paris-Saclay-Commissariat à l'énergie atomique et aux énergies alternatives ( CEA ) -Université Paris-Saclay-Centre National de la Recherche Scientifique ( CNRS ) -Université de Bordeaux ( UB ), Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, USA, Faculty of Medicine, University of Iceland, Reykjavik, Iceland, Department of Neurology, Boston University School of Medicine, Framingham Heart Study, Boston, MA, Department of Neurology, Erasmus Medical Center University Medical Center, Rotterdam, The Netherlands, Laboratoire d'Ingénierie des Matériaux de Bretagne ( LIMATB ), Université de Bretagne Sud ( UBS ) -Institut Brestois du Numérique et des Mathématiques ( IBNM ), Université de Brest ( UBO ) -Université de Brest ( UBO ) -Université de Brest ( UBO ), King's College, Department of Psychiatry, Radboud university medical center, Nijmegen 6500 HB, The Netherlands, and Broad Institute of © 2012 Nature America, Inc. All rights reserved. Nature Ge N etics aDV a NCE ONLINE PUBLIC a TION 7 l e t t e r s Harvard and MIT, Cambridge, Massachusetts, US

Subjects
CHROMATIN, Male, Netherlands Twin Register (NTR), Aging, Identification, nervous-system, human geography, SEGMENTATION, Caudate nucleus, Apoptosis, Expression, Genome-wide association study, Striatum, Hippocampal formation, Hippocampus, BASAL GANGLIA, 130 000 Cognitive Neurology & Memory, Basal ganglia, genetics [Gene Expression Regulation, Developmental], Hippocampal, Child, anatomy & histology [Skull], Aged, 80 and over, Genetics, Sex Characteristics, KINECTIN, Genome-wide association, Multidisciplinary, Putamen, Brain, Gene Expression Regulation, Developmental, blood, brain, disease incidence, genetic variation, neurology, Organ Size, Human brain, Middle Aged, organization, Magnetic Resonance Imaging, genetics [Genetic Variation], Chromatin, Dynamics, genetics [Membrane Proteins], medicine.anatomical_structure, genetics [Aging], Anatomy & histology, [ SCCO.NEUR ] Cognitive science/Neuroscience, Female, ddc:500, anatomy & histology [Caudate Nucleus], Neuroinformatics, EXPRESSION, Adult, Adolescent, Evolution, anatomy & histology [Hippocampus], ORGANIZATION, genetics [Genetic Loci], Biology, Article, Young Adult, SDG 3 - Good Health and Well-being, Journal Article, medicine, Humans, GENOME-WIDE ASSOCIATION, General, genetics [Apoptosis], Kinectin, Aged, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], HIPPOCAMPAL, IDENTIFICATION, genetics [Organ Size], [SCCO.NEUR]Cognitive science/Neuroscience, Skull, segmentation, Genetic Variation, Membrane Proteins, NERVOUS-SYSTEM, anatomy & histology [Putamen], Genetic Loci, KTN1 protein, human, Caudate Nucleus, anatomy & histology [Brain], Neuroscience, Genome-Wide Association Study
Abstract

Contains fulltext : 144426.pdf (Publisher’s version ) (Closed access) Contains fulltext : 144426pre.pdf (Author’s version preprint ) (Open Access) The highly complex structure of the human brain is strongly shaped by genetic influences. Subcortical brain regions form circuits with cortical areas to coordinate movement, learning, memory and motivation, and altered circuits can lead to abnormal behaviour and disease. To investigate how common genetic variants affect the structure of these brain regions, here we conduct genome-wide association studies of the volumes of seven subcortical regions and the intracranial volume derived from magnetic resonance images of 30,717 individuals from 50 cohorts. We identify five novel genetic variants influencing the volumes of the putamen and caudate nucleus. We also find stronger evidence for three loci with previously established influences on hippocampal volume and intracranial volume. These variants show specific volumetric effects on brain structures rather than global effects across structures. The strongest effects were found for the putamen, where a novel intergenic locus with replicable influence on volume (rs945270; P = 1.08 x 10(-33); 0.52% variance explained) showed evidence of altering the expression of the KTN1 gene in both brain and blood tissue. Variants influencing putamen volume clustered near developmental genes that regulate apoptosis, axon guidance and vesicle transport. Identification of these genetic variants provides insight into the causes of variability in human brain development, and may help to determine mechanisms of neuropsychiatric dysfunction. 6 p.

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2015
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46. Alzheimer's disease cerebrospinal fluid biomarker in cognitively normal subjects

Author

Toledo, Jon B, Zetterberg, Henrik, Osorio, Ricardo S, Taylor-Reinwald, Lisa, Shaw, Leslie M, Trojanowki, John Q, Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Toga, Arthur W, Crawford, Karen, Neu, Scott, Saykin, Andrew J, Vanderstichele, Hugo, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Faber, Kelley, Kim, Sungeun, Nho, Kwangsik, Weiner, Michael W, Thal, Lean, Khachaturian, Zaven, Thal, Leon, Vandijck, Manu, Buckholtz, Neil, Snyder, Peter J, Potter, William, Paul, Steven, Albert, Marylyn, Frank, Richard, Hsiao, John, Kaye, Jeffrey, Hampel, Harald, Quinn, Joseph, Silbert, Lisa, Lind, Betty, Carter, Raina, Dolen, Sara, Schneider, Lon S, Pawluczyk, Sonia, Beccera, Mauricio, Teodoro, Liberty, Spann, Bryan M, Teipel, Stefan, Brewer, James, Vanderswag, Helen, Fleisher, Adam, Heidebrink, Judith L, Lord, Joanne L, Petersen, Ronald, Mason, Sara S, Albers, Colleen S, Knopman, David, Johnson, Kris, Moghekar, Abhay, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stern, Yaakov, Honig, Lawrence S, Bell, Karen L, Ances, Beau, Morris, John C, Albert, Marilyn, Carroll, Maria, Creech, Mary L, Franklin, Erin, Mintun, Mark A, Schneider, Stacy, Oliver, Angela, Marson, Daniel, Griffith, Randall, Clark, David, Geldmacher, David, Hu, William T, Brockington, John, Roberson, Erik, Love, Marissa Natelson, Grossman, Hillel, Mitsis, Effie, Shah, Raj C, deToledo-Morrell, Leyla, Duara, Ranjan, Varon, Daniel, Greig, Maria T, Monge Argilés, Jose A, Roberts, Peggy, Onyike, Chiadi, D' Agostino, Daniel, Kielb, Stephanie, Galvin, James E, Cerbone, Brittany, Michel, Christina A, Pogorelec, Dana M, Rusinek, Henry, Gorostidi, Ana, de Leon, Mony J, Glodzik, Lidia, De Santi, Susan, Doraiswamy, P Murali, Petrella, Jeffrey R, Borges-Neto, Salvador, Wong, Terence Z, Coleman, Edward, Arnold, Steven E, Karlawish, Jason H, van Harten, Argonde C, Teunissen, Charlotte E, Wolk, David, Clark, Christopher M, Smith, Charles D, Jicha, Greg, Hardy, Peter, Sinha, Partha, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L, Oakley, MaryAnn, De Deyn, Peter P, Simpson, Donna M, Porsteinsson, Anton P, Goldstein, Bonnie S, Martin, Kim, Makino, Kelly M, Ismail, M Saleem, Brand, Connie, Mulnard, Ruth A, Thai, Gaby, Mc-Adams-Ortiz, Catherine, Hyman, Bradley T, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Levey, Allan I, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Swerdlow, Russell H, Brooks, William M, Apostolova, Liana, Molinuevo, Jose L, Tingus, Kathleen, Woo, Ellen, Silverman, Daniel H S, Lu, Po H, Bartzokis, George, Graff-Radford, Neill R, Parfitt, Francine, Kendall, Tracy, Johnson, Heather, Farlow, Martin R, Frisoni, Giovanni B, Hake, Ann Marie, Matthews, Brandy R, Brosch, Jared R, Herring, Scott, Hunt, Cynthia, van Dyck, Christopher H, Carson, Richard E, MacAvoy, Martha G, Varma, Pradeep, Chertkow, Howard, Linazasoro, Gurutz, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Hsiung, Ging-Yuek Robin, Feldman, Howard, Mudge, Benita, Assaly, Michele, Finger, Elizabeth, Pasternack, Stephen, Rachisky, Irina, Trost, Dick, Kertesz, Andrew, Bernick, Charles, Munic, Donna, Mesulam, Marek-Marsel, Lipowski, Kristine, Weintraub, MaSandra, Bonakdarpour, Borna, van der Flier, Wiesje M, Kerwin, Diana, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Scheltens, Philip, Marshall, Gad, Yesavage, Jerome, Taylor, Joy L, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan N, Belden, Christine M, Jacobson, Sandra A, Sirrel, Sherye A, Blennow, Kaj, Kowall, Neil, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Wolday, Saba, Allard, Joanne, Lerner, Alan, Ogrocki, Paula, Tatsuoka, Curtis, Fatica, Parianne, Fletcher, Evan, Maillard, Pauline, Olichney, John, DeCarli, Charles, Carmichael, Owen, Kittur, Smita, Borrie, Michael, Lee, T-Y, Trojanowski, John Q, Bartha, Rob, Asthana, Sanjay, Carlsson, Cynthia M, Potkin, Steven G, Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Burke, Anna, Trncic, Nadira, Initiative, Alzheimer’s Disease Neuroimaging, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W, Kataki, Maria, Adeli, Anahita, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Flashman, Laura A, Seltzer, Marc, Hynes, Mary L, Santulli, Robert B, Sink, Kaycee M, Gordineer, Leslie, Williamson, Jeff D, Aisen, Paul, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Weiner, Michael, Perry, David, Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Finger, Elizabether, Pasternak, Stephen, Rachinsky, Irina, Rogers, John, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K, Ponto, Laura L Boles, Shim, Hyungsub, Smith, Karen Ekstam, Relkin, Norman, Chaing, Gloria, Lin, Michael, Ravdin, Lisa, Smith, Amanda, Raj, Balebail Ashok, Fargher, Kristin, Green, Robert C, Jack, Clifford R, Harvey, Danielle, Jagust, William, Neylan, Thomas, Grafman, Jordan, Montine, Tom, Thomas, Ronald G, Donohue, Michael, Gessert, Devon, Sather, Tamie, Davis, Melissa, Morrison, Rosemary, Martinez-Lage, Pablo, Jiminez, Gus, Hayes, Jacqueline, Finley, Shannon, Bernstein, Matthew, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Kantarci, Kejal, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Landau, Susan, Cairns, Nigel J, Beckett, Laurel, Householder, Erin, Fleischman, Debra, Arfanakis, Konstantinos, Morris, John, James, Olga, Goldstein, Bonnie, Martin, Kimberly S, McAdams-Ortiz, Catherine, Massoglia, Dino, Brawman-Mintzer, Olga, Martinez, Walter, Rosen, Howard, Behan, Kelly, Sorensen, Greg, Johnson, Sterling C, Fruehling, J Jay, Harding, Sandra, Peskind, Elaine R, Petrie, Eric C, Li, Gail, Yesavage, Jerome A, Furst, Ansgar J, Carrillo, Maria, Chao, Steven, Bocchio-Chiavetto, Luisella, Kuller, Lew, Raichle, Marc, Davies, Peter, Fillit, Howard, Hefti, Franz, Holtzman, Davie, Mesulam, M Marcel, Snyder, Peter, Rami, Lorena, Schwartz, Adam, Walter, Sarah, Hansson, Oskar, Balasubramanian, Archana B, Mason, Jennifer, Sim, Iris, Fox, Nick, Sperling, Reisa, Thompson, Paul, Schuff, Norbert, DeCArli, Charles, Vemuri, Prashanthi, Jones, David, Ward, Chad, Engelborghs, Sebastiaan, Mathis, Chet, Neurology, Clinical chemistry, NCA - neurodegeneration, and Clinical sciences

Subjects
Apolipoprotein E, Male, Pathology, Neurology, genetics [Alzheimer Disease], cerebrospinal fluid [Amyloid beta-Peptides], Neuropsychological Tests, Gastroenterology, Severity of Illness Index, etiology [Neurodegenerative Diseases], Alzheimer Disease/cerebrospinal fluid, Cohort Studies, ddc:616.89, Cognition, Cerebrospinal fluid, Genotype, Cognition/physiology, Aged, 80 and over, Medicine(all), physiology [Cognition], Age Factors, Neurodegenerative Diseases, Middle Aged, amyloid beta-protein (1-42), cerebrospinal fluid [Alzheimer Disease], Biomarker (medicine), Cohort studies, Female, Alzheimer's disease, Peptide Fragments/cerebrospinal fluid, Psychology, Adult, medicine.medical_specialty, tau Proteins, Neurodegenerative Diseases/etiology, physiopathology [Alzheimer Disease], Apolipoproteins E, Alzheimer Disease, Internal medicine, mental disorders, medicine, Dementia, Humans, ddc:610, cerebrospinal fluid [Peptide Fragments], Pathological, Aged, Analysis of Variance, Amyloid beta-Peptides, tau Proteins/cerebrospinal fluid, Original Articles, medicine.disease, Peptide Fragments, Amyloid beta-Peptides/cerebrospinal fluid, cerebrospinal fluid [tau Proteins], genetics [Apolipoproteins E], Neurology (clinical), Human medicine, aged, 80 and over, Apolipoproteins E/genetics
Abstract

In a large multicentre sample of cognitively normal subjects, as a function of age, gender and APOE genotype, we studied the frequency of abnormal cerebrospinal fluid levels of Alzheimers disease biomarkers including: total tau, phosphorylated tau and amyloid-β1-42. Fifteen cohorts from 12 different centres with either enzyme-linked immunosorbent assays or Luminex® measurements were selected for this study. Each centre sent nine new cerebrospinal fluid aliquots that were used to measure total tau, phosphorylated tau and amyloid-β1-42 in the Gothenburg laboratory. Seven centres showed a high correlation with the new Gothenburg measurements; therefore, 10 cohorts from these centres are included in the analyses here (1233 healthy control subjects, 4084 years old). Amyloid-β amyloid status (negative or positive) and neurodegeneration status (negative or positive) was established based on the pathological cerebrospinal fluid Alzheimers disease cut-off values for cerebrospinal fluid amyloid-β1-42 and total tau, respectively. While gender did not affect these biomarker values, APOE genotype modified the age-associated changes in cerebrospinal fluid biomarkers such that APOE ε4 carriers showed stronger age-related changes in cerebrospinal fluid phosphorylated tau, total tau and amyloid-β1-42 values and APOE ε2 carriers showed the opposite effect. At 40 years of age, 76% of the subjects were classified as amyloid negative, neurodegeneration negative and their frequency decreased to 32% at 85 years. The amyloid-positive neurodegeneration-negative group remained stable. The amyloid-negative neurodegeneration-positive group frequency increased slowly from 1% at 44 years to 16% at 85 years, but its frequency was not affected by APOE genotype. The amyloid-positive neurodegeneration-positive frequency increased from 1% at 53 years to 28% at 85 years. Abnormally low cerebrospinal fluid amyloid-β1-42 levels were already frequent in midlife and APOE genotype strongly affects the levels of cerebrospinal fluid amyloid-β1-42, phosphorylated tau and total tau across the lifespan without influencing the frequency of subjects with suspected non-amyloid pathology.

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2015
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47. Comparison of Visual and Quantitative Florbetapir F 18 Positron Emission Tomography Analysis in Predicting Mild Cognitive Impairment Outcomes

Author

Schreiber, Stefanie, Landau, Susan M, Gamst, Anthony, Cellar, Janet S, Burns, Jeffrey M, Anderson, Heather S, Laubinger, Mary M, Bartzokis, George, Silverman, Daniel H S, Lu, Po H, Graff-Radford, Neill R, Parfitt, Francine, Johnson, Heather, Soares, Holly, Farlow, Martin, Herring, Scott, Hake, Ann M, van Dyck, Christopher H, MacAvoy, Martha G, Benincasa, Amanda L, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Green, Robert C, Graham, Simon, Caldwell, Curtis, Hsiung, Ging-Yuek Robin, Feldman, Howard, Assaly, Michele, Kertesz, Andrew, Rogers, John, Trost, Dick, Bernick, Charles, Munic, Donna, Montine, Tom, Wu, Chuang-Kuo, Johnson, Nancy, Mesulam, Marsel, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Scott, Johnson, Kathleen B, Behan, Kelly E, Sperling, Reisa A, Thomas, Ronald G, Rentz, Dorene M, Johnson, Keith A, Rosen, Allyson, Tinklenberg, Jared, Ashford, Wes, Sabbagh, Marwan, Connor, Donald, Jacobson, Sandra, Killiany, Ronald, Norbash, Alexander, Donohue, Michael, Nair, Anil, Obisesan, Thomas O, Jayam-Trouth, Annapurni, Wang, Paul, Lerner, Alan, Hudson, Leon, Ogrocki, Paula, DeCarli, Charles, Fletcher, Evan, Carmichael, Owen, Walter, Sarah, Kittur, Smita, Mirje, Seema, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Potkin, Steven G, Preda, Adrian, Dale, Anders, Nguyen, Dana, Tariot, Pierre, Fleisher, Adam, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Hendin, Barry A, Scharre, Douglas W, Kataki, Maria, Bernstein, Matthew, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Gandy, Sam, Marenberg, Marjorie E, Rovner, Barry W, Pearlson, Godfrey, Blank, Karen, Anderson, Karen, Saykin, Andrew J, Felmlee, Joel, Santulli, Robert B, Englert, Jessica, Williamson, Jeff D, Sink, Kaycee M, Watkins, Franklin, Ott, Brian R, Cohen, Ronald, Salloway, Stephen, Malloy, Paul, Fero, Allison, Fox, Nick, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Mintzer, Jacobo, Thompson, Paul, Schuff, Norbert, Alexander, Gene, Bandy, Dan, Chen, Kewei, Morris, John, Lee, Virginia M-Y, Korecka, Magdalena, Schreiber, Frank, Crawford, Karen, Neu, Scott, Harvey, Danielle, Kornak, John, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Buckholtz, Neil, Kaye, Jeffrey, Jagust, William J, Dolen, Sara, Quinn, Joseph, Schneider, Lon, Pawluczyk, Sonia, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Heidebrink, Judith L, Lord, Joanne L, Petersen, Ronald, Initiative, Alzheimer's Disease Neuroimaging, Johnson, Kris, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, Stern, Yaakov, Honig, Lawrence S, Bell, Karen L, Morris, John C, Mintun, Mark A, Schneider, Stacy, Aisen, Paul, Marson, Daniel, Griffith, Randall, Clark, David, Grossman, Hillel, Tang, Cheuk, Marzloff, George, deToledo-Morrell, Leyla, Shah, Raj C, Duara, Ranjan, Varon, Daniel, Jack, Clifford R, Roberts, Peggy, Albert, Marilyn S, Pedroso, Julia, Toroney, Jaimie, Rusinek, Henry, de Leon, Mony J, De Santi, Susan M, Doraiswamy, P Murali, Petrella, Jeffrey R, Aiello, Marilyn, Toga, Arthur W, Clark, Christopher M, Pham, Cassie, Nunez, Jessica, Smith, Charles D, Given, Curtis A, Hardy, Peter, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Ismail, M Saleem, Beckett, Laurel, Brand, Connie, BA, Jennifer Richard, Mulnard, Ruth A, Thai, Gaby, Mc-Adams-Ortiz, Catherine, Diaz-Arrastia, Ramon, Martin-Cook, Kristen, DeVous, Michael, Levey, Allan I, and Lah, James J

Subjects
Male, medicine.medical_specialty, diagnostic imaging [Cognitive Dysfunction], metabolism [Amyloid beta-Peptides], Context (language use), Standardized uptake value, Neuroimaging, Alzheimer Disease, Fluorodeoxyglucose F18, Predictive Value of Tests, medicine, Humans, Cognitive Dysfunction, therapy [Cognitive Dysfunction], ddc:610, Longitudinal Studies, Psychiatry, Aged, Aged, 80 and over, Amyloid beta-Peptides, medicine.diagnostic_test, therapy [Alzheimer Disease], business.industry, methods [Positron-Emission Tomography], diagnosis [Alzheimer Disease], complications [Alzheimer Disease], Middle Aged, medicine.disease, Inter-rater reliability, Treatment Outcome, Positron emission tomography, Positron-Emission Tomography, Predictive value of tests, Biomarker (medicine), Female, Neurology (clinical), Alzheimer's disease, Psychology, Nuclear medicine, business, analysis [Biomarkers], complications [Cognitive Dysfunction], Biomarkers
Abstract

Importance The applicability of β-amyloid peptide (Aβ) positron emission tomography (PET) as a biomarker in clinical settings to aid in selection of individuals at preclinical and prodromal Alzheimer disease (AD) will depend on the practicality of PET image analysis. In this context, visual-based Aβ PET assessment seems to be the most feasible approach. Objectives To determine the agreement between visual and quantitative Aβ PET analysis and to assess the ability of both techniques to predict conversion from mild cognitive impairment (MCI) to AD. Design, Setting, and Participants A longitudinal study was conducted among the Alzheimer’s Disease Neuroimaging Initiative (ADNI) sites in the United States and Canada during a 1.6-year mean follow-up period. The study was performed from September 21, 2010, to August 11, 2014; data analysis was conducted from September 21, 2014, to May 26, 2015. Participants included 401 individuals with MCI receiving care at a specialty clinic (219 [54.6%] men; mean [SD] age, 71.6 [7.5] years; 16.2 [2.7] years of education). All participants were studied with florbetapir F 18 [ 18 F] PET. The standardized uptake value ratio (SUVR) positivity threshold was 1.11, and one reader rated all images, with a subset of 125 scans rated by a second reader. Main Outcomes and Measures Sensitivity and specificity of positive and negative [ 18 F] florbetapir PET categorization, which was estimated with cerebrospinal fluid Aβ1-42 as the reference standard. Risk for conversion to AD was assessed using Cox proportional hazards regression models. Results The frequency of Aβ positivity was 48.9% (196 patients; visual analysis), 55.1% (221 patients; SUVR), and 64.8% (166 patients; cerebrospinal fluid), yielding substantial agreement between visual and SUVR data (κ = 0.74) and between all methods (Fleiss κ = 0.71). For approximately 10% of the 401 participants in whom visual and SUVR data disagreed, interrater reliability was moderate (κ = 0.44), but it was very high if visual and quantitative results agreed (κ = 0.92). Visual analysis had a lower sensitivity (79% vs 85%) but higher specificity (96% vs 90%), respectively, compared with SUVR. The conversion rate was 15.2% within a mean of 1.6 years, and a positive [ 18 F] florbetapir baseline scan was associated with a 6.91-fold (SUVR) or 11.38-fold (visual) greater hazard for AD conversion, which changed only modestly after covariate adjustment for apolipoprotein e4, concurrent fludeoxyglucose F 18 PET scan, and baseline cognitive status. Conclusions and Relevance Visual and SUVR Aβ PET analysis may be equivalently used to determine Aβ status for individuals with MCI participating in clinical trials, and both approaches add significant value for clinical course prognostication.

Published
2015
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48. Applying automated MR-based diagnostic methods to the memory clinic: A prospective study

Author

Klöppel, Stefan, Peter, Jessica, Schroeter, Matthias L, Nho, Kwangsik, Weiner, Michael W, Thal, Lean, Khachaturian, Zaven, Thal, Leon, Buckholtz, Neil, Snyder, Peter J, Potter, William, Paul, Steven, Perneczky, Robert, Albert, Marylyn, Frank, Richard, Hsiao, John, Kaye, Jeffrey, Quinn, Joseph, Silbert, Lisa, Lind, Betty, Carter, Raina, Dolen, Sara, Häussermann, Peter, Schneider, Lon S, Pawluczyk, Sonia, Beccera, Mauricio, Teodoro, Liberty, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Fleisher, Adam, Heidebrink, Judith L, Lord, Joanne L, Vach, Werner, Petersen, Ronald, Mason, Sara S, Albers, Colleen S, Knopman, David, Johnson, Kris, Doody, Rachelle S, Villanueva-Meyer, Javier, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Urbach, Horst, Stern, Yaakov, Honig, Lawrence S, Bell, Karen L, Ances, Beau, Morris, John C, Carroll, Maria, Creech, Mary L, Franklin, Erin, Mintun, Mark A, Schneider, Stacy, Teipel, Stefan, Oliver, Angela, Marson, Daniel, Griffith, Randall, Clark, David, Geldmacher, David, Brockington, John, Roberson, Erik, Love, Marissa Natelson, Grossman, Hillel, Mitsis, Effie, Hüll, Michael, Shah, Raj C, deToledo-Morrell, Leyla, Duara, Ranjan, Varon, Daniel, Greig, Maria T, Roberts, Peggy, Albert, Marilyn, Onyike, Chiadi, D'Agostino, Daniel, Kielb, Stephanie, Abdulkadir, Ahmed, Galvin, James E, Cerbone, Brittany, Michel, Christina A, Pogorelec, Dana M, Rusinek, Henry, de Leon, Mony J, Glodzik, Lidia, De Santi, Susan, Doraiswamy, P Murali, Petrella, Jeffrey R, Initiative, Alzheimer’s Disease Neuroimaging, Wong, Terence Z, Coleman, Edward, Arnold, Steven E, Karlawish, Jason H, Wolk, David, Clark, Christopher M, Smith, Charles D, Jicha, Greg, Hardy, Peter, Sinha, Partha, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Goldstein, Bonnie S, Martin, Kim, Makino, Kelly M, Ismail, M Saleem, Ludl, Anna, Aisen, Paul, Brand, Connie, Mulnard, Ruth A, Thai, Gaby, Mc-Adams-Ortiz, Catherine, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Levey, Allan I, Lah, James J, Cellar, Janet S, Weiner, Michael, Burns, Jeffrey M, Swerdlow, Russell H, Brooks, William M, Apostolova, Liana, Tingus, Kathleen, Woo, Ellen, Silverman, Daniel H S, Lu, Po H, Bartzokis, George, Graff-Radford, Neill R, Parfitt, Francine, Kendall, Tracy, Johnson, Heather, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Brosch, Jared R, Herring, Scott, Hunt, Cynthia, van Dyck, Christopher H, Carson, Richard E, MacAvoy, Martha G, Varma, Pradeep, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Caldwell, Curtis, Hsiung, Ging-Yuek Robin, Jack, Clifford R, Feldman, Howard, Mudge, Benita, Assaly, Michele, Finger, Elizabeth, Pasternack, Stephen, Rachisky, Irina, Trost, Dick, Kertesz, Andrew, Bernick, Charles, Munic, Donna, Jagust, William, Mesulam, Marek-Marsel, Lipowski, Kristine, Weintraub, Sandra, Bonakdarpour, Borna, Kerwin, Diana, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Villena, Teresa, Turner, Raymond Scott, Trojanowki, John Q, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad, Yesavage, Jerome, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Sabbagh, Marwan N, Toga, Arthur W, Belden, Christine M, Jacobson, Sandra A, Sirrel, Sherye A, Kowall, Neil, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Wolday, Saba, Beckett, Laurel, Allard, Joanne, Lerner, Alan, Ogrocki, Paula, Tatsuoka, Curtis, Fatica, Parianne, Fletcher, Evan, Maillard, Pauline, Olichney, John, DeCarli, Charles, Carmichael, Owen, Green, Robert C, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Potkin, Steven G, Preda, Adrian, Nguyen, Dana, Pilatus, Anne, Saykin, Andrew J, Tariot, Pierre, Burke, Anna, Trncic, Nadira, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W, Kataki, Maria, Morris, John, Adeli, Anahita, Zimmerman, Earl A, Celmins, Dzintra, Brown, Alice D, Neuropsychiatry, Olin, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Flashman, Laura A, Seltzer, Marc, Shaw, Leslie M, Hynes, Mary L, Santulli, Robert B, Sink, Kaycee M, Gordineer, Leslie, Williamson, Jeff D, Garg, Pradeep, Watkins, Franklin, Ott, Brian R, Querfurth, Henry, Tremont, Geoffrey, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J, Miller, Bruce L, Perry, David, Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Finger, Elizabether, Sorensen, Greg, Pasternak, Stephen, Rachinsky, Irina, Rogers, John, Drost, Dick, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Schultz, Susan K, Ponto, Laura L Boles, Carrillo, Maria, Shim, Hyungsub, Smith, Karen Ekstam, Relkin, Norman, Chaing, Gloria, Lin, Michael, Ravdin, Lisa, Smith, Amanda, Raj, Balebail Ashok, Fargher, Kristin, Kuller, Lew, Harvey, Danielle, Raichle, Marc, Neylan, Thomas, Grafman, Jordan, Montine, Tom, Thomas, Ronald G, Donohue, Michael, Gessert, Devon, Sather, Tamie, Davis, Melissa, Morrison, Rosemary, Jiminez, Gus, Hayes, Jacqueline, Finley, Shannon, Davies, Peter, Bernstein, Matthew, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Kantarci, Kejal, Koeppe, Robert A, Foster, Norm, Maier, Sabrina, Fillit, Howard, Reiman, Eric M, Chen, Kewei, Landau, Susan, Cairns, Nigel J, Householder, Erin, Lee, Virginia, Korecka, Magdalena, Hefti, Franz, Figurski, Michal, Crawford, Karen, Neu, Scott, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Faber, Kelley, Kim, Sungeun, Holtzman, Davie, Friedl, Karl, Mesulam, M Marcel, Fleischman, Debra, Arfanakis, Konstantinos, James, Olga, Goldstein, Bonnie, Martin, Kimberly S, McAdams-Ortiz, Catherine, Massoglia, Dino, Brawman-Mintzer, Olga, Snyder, Peter, Martinez, Walter, Rosen, Howard, Behan, Kelly, Schwartz, Adam, Johnson, Sterling C, Fruehling, J Jay, Harding, Sandra, Peskind, Elaine R, Petrie, Eric C, Li, Gail, Yesavage, Jerome A, Taylor, Joy L, Furst, Ansgar J, Chao, Steven, Mader, Irina, Walter, Sarah, Balasubramanian, Archana B, Mason, Jennifer, Sim, Iris, Heimbach, Bernhard, Fox, Nick, Thompson, Paul, Schuff, Norbert, DeCArli, Charles, Frings, Lars, Vemuri, Prashanthi, Jones, David, Ward, Chad, Egger, Karl, Mathis, Chet, Taylor-Reinwald, Lisa, and Dukart, Juergen

Subjects
Male, Aging, Support Vector Machine, 030218 nuclear medicine & medical imaging, pathology [Alzheimer Disease], pathology [Aging], diagnosis [Frontotemporal Dementia], methods [Magnetic Resonance Imaging], 0302 clinical medicine, pathology [Brain], pathology [White Matter], Prospective Studies, Medical diagnosis, Prospective cohort study, General Neuroscience, diagnosis [Alzheimer Disease], Brain, General Medicine, Middle Aged, Magnetic Resonance Imaging, White Matter, Psychiatry and Mental health, Clinical Psychology, machine learning, Frontotemporal Dementia, Disease Progression, Female, Alzheimer's disease, Psychology, diagnosis [Lewy Body Disease], methods [Imaging, Three-Dimensional], Research Article, Frontotemporal dementia, Lewy Body Disease, medicine.medical_specialty, Diagnosis, Differential, Dementia diagnostics, 03 medical and health sciences, Imaging, Three-Dimensional, Physical medicine and rehabilitation, Alzheimer Disease, mental disorders, medicine, Humans, Dementia, ddc:610, Psychiatry, Aged, Lewy body, Memory clinic, pathology [Lewy Body Disease], medicine.disease, Hyperintensity, pathology [Frontotemporal Dementia], Linear Models, prognosis, Geriatrics and Gerontology, 030217 neurology & neurosurgery, Follow-Up Studies
Abstract

Several studies have demonstrated that fully automated pattern recognition methods applied to structural magnetic resonance imaging (MRI) aid in the diagnosis of dementia, but these conclusions are based on highly preselected samples that significantly differ from that seen in a dementia clinic. At a single dementia clinic, we evaluated the ability of a linear support vector machine trained with completely unrelated data to differentiate between Alzheimer’s disease (AD), frontotemporal dementia (FTD), Lewy body dementia, and healthy aging based on 3D-T1 weighted MRI data sets. Furthermore, we predicted progression to AD in subjects with mild cognitive impairment (MCI) at baseline and automatically quantified white matter hyperintensities from FLAIR-images. Separating additionally recruited healthy elderly from those with dementia was accurate with an area under the curve (AUC) of 0.97 (according to Fig. 4). Multi-class separation of patients with either AD or FTD from other included groups was good on the training set (AUC > 0.9) but substantially less accurate (AUC = 0.76 for AD, AUC = 0.78 for FTD) on 134 cases from the local clinic. Longitudinal data from 28 cases with MCI at baseline and appropriate follow-up data were available. The computer tool discriminated progressive from stable MCI with AUC = 0.73, compared to AUC = 0.80 for the training set. A relatively low accuracy by clinicians (AUC = 0.81) illustrates the difficulties of predicting conversion in this heterogeneous cohort. This first application of a MRI-based pattern recognition method to a routine sample demonstrates feasibility, but also illustrates that automated multi-class differential diagnoses have to be the focus of future methodological developments and application studies

Published
2015
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50. Predicting missing biomarker data in a longitudinal study of Alzheimer disease

Author

Lo, Raymond Y., Jagust, William J., Aisen, Paul, Jack, Clifford R., Toga, Arthur W., Beckett, Laurel, Gamst, Anthony, Soares, Holly, C. Green, Robert, Montine, Tom, Thomas, Ronald G., Donohue, Michael, Walter, Sarah, Dale, Anders, Bernstein, Matthew, Felmlee, Joel, Fox, Nick, Thompson, Paul, Schuff, Norbert, Alexander, Gene, DeCarli, Charles, Bandy, Dan, Chen, Kewei, Morris, John, Lee, Virginia M.-Y., Korecka, Magdalena, Crawford, Karen, Neu, Scott, Harvey, Danielle, Kornak, John, Saykin, Andrew J., Foroud, Tatiana M., Potkin, Steven, Shen, Li, Buckholtz, Neil, Kaye, Jeffrey, Dolen, Sara, Quinn, Joseph, Schneider, Lon, Pawluczyk, Sonia, Spann, Bryan M., Brewer, James, Vanderswag, Helen, Heidebrink, Judith L., Lord, Joanne L., Petersen, Ronald, Johnson, Kris, Doody, Rachelle S., Villanueva-Meyer, Javier, Chowdhury, Munir, Stern, Yaakov, Honig, Lawrence S., Bell, Karen L., Morris, John C., Mintun, Mark A., Schneider, Stacy, Marson, Daniel, Griffith, Randall, Clark, David, Grossman, Hillel, Tang, Cheuk, Marzloff, George, Toledo-Morrell, Leylade, Shah, Raj C., Duara, Ranjan, Varon, Daniel, Roberts, Peggy, Albert, Marilyn S., Pedroso, Julia, Toroney, Jaimie, Rusinek, Henry, de Leon, Mony J, De Santi, Susan M, Doraiswamy, P. Murali, Petrella, Jeffrey R., Aiello, Marilyn, Clark, Christopher M., Pham, Cassie, Nunez, Jessica, Smith, Charles D., Given, Curtis A., Hardy, Peter, Lopez, Oscar L., Oakley, MaryAnn, Simpson, Donna M., Ismail, M. Saleem, Brand, Connie, Richard, Jennifer, Mulnard, Ruth A., Thai, Gaby, Mc-Adams-Ortiz, Catherine, Diaz-Arrastia, Ramon, Martin-Cook, Kristen, DeVous, Michael, Levey, Allan I., Lah, James J., Cellar, Janet S., Burns, Jeffrey M., Anderson, Heather S., Laubinger, Mary M., Bartzokis, George, Silverman, Daniel H.S., Lu, Po H., Graff-Radford MBBCH, Neill R, Parfitt, Francine, Johnson, Heather, Farlow, Martin, Herring, Scott, Hake, Ann M., van Dyck, Christopher H., MacAvoy, Martha G., Benincasa, Amanda L., Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Graham, Simon, Caldwell, Curtis, Hsiung, Ging-Yuek Robin, Feldman, Howard, Assaly, Michele, Kertesz, Andrew, Rogers, John, Trost, Dick, Bernick, Charles, Munic, Donna, Wu, Chuang-Kuo, Johnson, Nancy, Mesulam, Marsel, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Turner, Scott, Johnson, Kathleen B., Behan, Kelly E., Sperling, Reisa A., Rentz, Dorene M., Johnson, Keith A., Rosen, Allyson, Tinklenberg, Jared, Ashford, Wes, Sabbagh, Marwan, Connor, Donald, Jacobson, Sandra, Killiany, Ronald, Norbash, Alexander, Nair, Anil, Obisesan, Thomas O., Jayam-Trouth, Annapurni, Wang, Paul, Lerner, Alan, Hudson, Leon, Ogrocki, Paula, Fletcher, Evan, Carmichael, Owen, Kittur, Smita, Mirje, Seema, Borrie, Michael, Lee, T-Y, Bartha, Dr Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M., Potkin, Steven G., Preda, Adrian, Nguyen, Dana, Tariot, Pierre, Fleisher, Adam, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Hendin, Barry A., Scharre, Douglas W., Kataki, Maria, Zimmerman, Earl A., Celmins, Dzintra, Brown, Alice D., Gandy, Sam, Marenberg, Marjorie E., Rovner, Barry W., Pearlson, Godfrey, Anderson, Karen, Santulli, Robert B., Englert, Jessica, Williamson, Jeff D., Sink, Kaycee M., Watkins, Franklin, Ott, Brian R., Cohen, Ronald, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Rosen, Howard J., Miller, Bruce L., and Mintzer, Jacobo

Subjects
mental disorders, Medicine and Health Sciences
Abstract

Objective:To investigate predictors of missing data in a longitudinal study of Alzheimer disease (AD).Methods:The Alzheimer's Disease Neuroimaging Initiative (ADNI) is a clinic-based, multicenter, longitudinal study with blood, CSF, PET, and MRI scans repeatedly measured in 229 participants with normal cognition (NC), 397 with mild cognitive impairment (MCI), and 193 with mild AD during 2005–2007. We used univariate and multivariable logistic regression models to examine the associations between baseline demographic/clinical features and loss of biomarker follow-ups in ADNI.Results:CSF studies tended to recruit and retain patients with MCI with more AD-like features, including lower levels of baseline CSF Aβ42. Depression was the major predictor for MCI dropouts, while family history of AD kept more patients with AD enrolled in PET and MRI studies. Poor cognitive performance was associated with loss of follow-up in most biomarker studies, even among NC participants. The presence of vascular risk factors seemed more critical than cognitive function for predicting dropouts in AD.Conclusion:The missing data are not missing completely at random in ADNI and likely conditional on certain features in addition to cognitive function. Missing data predictors vary across biomarkers and even MCI and AD groups do not share the same missing data pattern. Understanding the missing data structure may help in the design of future longitudinal studies and clinical trials in AD.

Published
2012

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