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2. Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels

Author

Hong, Sungmin, Bonkhoff, Anna K., Hoopes, Andrew, Bretzner, Martin, Schirmer, Markus D., Giese, Anne-Katrin, Dalca, Adrian V., Golland, Polina, and Rost, Natalia S.

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, 68T07 (Primary) 92C55, 94A08 (Secondary), I.4, I.4.6, I.2, I.2.1, I.5.1, I.5.4, J.3
Abstract

Despite the superior performance of Deep Learning (DL) on numerous segmentation tasks, the DL-based approaches are notoriously overconfident about their prediction with highly polarized label probability. This is often not desirable for many applications with the inherent label ambiguity even in human annotations. This challenge has been addressed by leveraging multiple annotations per image and the segmentation uncertainty. However, multiple per-image annotations are often not available in a real-world application and the uncertainty does not provide full control on segmentation results to users. In this paper, we propose novel methods to improve the segmentation probability estimation without sacrificing performance in a real-world scenario that we have only one ambiguous annotation per image. We marginalize the estimated segmentation probability maps of networks that are encouraged to under-/over-segment with the varying Tversky loss without penalizing balanced segmentation. Moreover, we propose a unified hypernetwork ensemble method to alleviate the computational burden of training multiple networks. Our approaches successfully estimated the segmentation probability maps that reflected the underlying structures and provided the intuitive control on segmentation for the challenging 3D medical image segmentation. Although the main focus of our proposed methods is not to improve the binary segmentation performance, our approaches marginally outperformed the state-of-the-arts. The codes are available at \url{https://github.com/sh4174/HypernetEnsemble}.

Published
2021

3. Brain volume: An important determinant of functional outcome after acute ischemic stroke

Author

Schirmer, Markus D., Donahue, Kathleen L., Nardin, Marco J., Dalca, Adrian V., Giese, Anne-Katrin, Etherton, Mark R., Mocking, Steven J. T., McIntosh, Elissa C., Cole, John W., Holmegaard, Lukas, Jood, Katarina, Jimenez-Conde, Jordi, Kittner, Steven J., Lemmens, Robin, Meschia, James F., Rosand, Jonathan, Roquer, Jaume, Rundek, Tatjana, MD, Ralph L. Sacco, Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Stanne, Tara M., Vagal, Achala, Wasselius, Johan, Woo, Daniel, Bevan, Stephen, Heitsch, Laura, Phuah, Chia-Ling, MD, Daniel Strbian, Tatlisumak, Turgut, Levi, Christopher R., Attia, John, McArdle, Patrick F., Worrall, Bradford B., Wu, Ona, Jern, Christina, Lindgren, Arne, Maguire, Jane, Thijs, Vincent, and Rost, Natalia S.

Subjects
Quantitative Biology - Neurons and Cognition
Abstract

Objective: To determine whether brain volume is associated with functional outcome after acute ischemic stroke (AIS). Methods: We analyzed cross-sectional data of the multi-site, international hospital-based MRI-GENetics Interface Exploration (MRI-GENIE) study (July 1, 2014- March 16, 2019) with clinical brain magnetic resonance imaging (MRI) obtained on admission for index stroke and functional outcome assessment. Post-stroke outcome was determined using the modified Rankin Scale (mRS) score (0-6; 0: asymptomatic; 6 death) recorded between 60-190 days after stroke. Demographics and other clinical variables including acute stroke severity (measured as National Institutes of Health Stroke Scale score), vascular risk factors, and etiologic stroke subtypes (Causative Classification of Stroke) were recorded during index admission. Results: Utilizing the data from 912 acute ischemic stroke (AIS) patients (65+/-15 years of age, 58% male, 57% history of smoking, and 65% hypertensive) in a generalized linear model, brain volume (per 155.1cm^3 ) was associated with age (beta -0.3 (per 14.4 years)), male sex (beta 1.0) and prior stroke (beta -0.2). In the multivariable outcome model, brain volume was an independent predictor of mRS (beta -0.233), with reduced odds of worse long-term functional outcomes (OR: 0.8, 95% CI 0.7-0.9) in those with larger brain volumes. Conclusions: Larger brain volume quantified on clinical MRI of AIS patients at time of stroke purports a protective mechanism. The role of brain volume as a prognostic, protective biomarker has the potential to forge new areas of research and advance current knowledge of mechanisms of post-stroke recovery.

Published
2020
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4. Association of common genetic variants with brain microbleeds: A Genome-wide Association Study

Author

Knol, Maria J, Lu, Dongwei, Traylor, Matthew, Adams, Hieab HH, Romero, José Rafael J, Smith, Albert V, Fornage, Myriam, Hofer, Edith, Liu, Junfeng, Hostettler, Isabel C, Luciano, Michelle, Trompet, Stella, Giese, Anne-Katrin, Hilal, Saima, van den Akker, Erik B, Vojinovic, Dina, Li, Shuo, Sigurdsson, Sigurdur, van der Lee, Sven J, Jack, Clifford R, Wilson, Duncan, Yilmaz, Pinar, Satizabal, Claudia L, Liewald, David CM, van der Grond, Jeroen, Chen, Christopher, Saba, Yasaman, van der Lugt, Aad, Bastin, Mark E, Windham, B Gwen, Cheng, Ching Yu, Pirpamer, Lukas, Kantarci, Kejal, Himali, Jayandra J, Yang, Qiong, Morris, Zoe, Beiser, Alexa S, Tozer, Daniel J, Vernooij, Meike W, Amin, Najaf, Beekman, Marian, Koh, Jia Yu, Stott, David J, Houlden, Henry, Schmidt, Reinhold, Gottesman, Rebecca F, MacKinnon, Andrew D, DeCarli, Charles, Gudnason, Vilmundur, Deary, Ian J, van Duijn, Cornelia M, Slagboom, P Eline, Wong, Tien Yin, Rost, Natalia S, Jukema, J Wouter, Mosley, Thomas H, Werring, David J, Schmidt, Helena, Wardlaw, Joanna M, Ikram, M Arfan, Seshadri, Sudha, Launer, Lenore J, Markus, Hugh S, and Initiative, for the Alzheimer’s Disease Neuroimaging

Subjects
Stroke, Human Genome, Neurosciences, Brain Disorders, Genetics, Prevention, Aetiology, 2.1 Biological and endogenous factors, Aged, Aged, 80 and over, Alleles, Apolipoprotein E2, Apolipoprotein E4, Apolipoproteins E, Case-Control Studies, Cerebral Hemorrhage, Cerebral Small Vessel Diseases, Cohort Studies, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Polymorphism, Single Nucleotide, Risk, White Matter, Alzheimer's Disease Neuroimaging Initiative, Clinical Sciences, Cognitive Sciences, Neurology & Neurosurgery
Abstract

ObjectiveTo identify common genetic variants associated with the presence of brain microbleeds (BMBs).MethodsWe performed genome-wide association studies in 11 population-based cohort studies and 3 case-control or case-only stroke cohorts. Genotypes were imputed to the Haplotype Reference Consortium or 1000 Genomes reference panel. BMBs were rated on susceptibility-weighted or T2*-weighted gradient echo MRI sequences, and further classified as lobar or mixed (including strictly deep and infratentorial, possibly with lobar BMB). In a subset, we assessed the effects of APOE ε2 and ε4 alleles on BMB counts. We also related previously identified cerebral small vessel disease variants to BMBs.ResultsBMBs were detected in 3,556 of the 25,862 participants, of which 2,179 were strictly lobar and 1,293 mixed. One locus in the APOE region reached genome-wide significance for its association with BMB (lead single nucleotide polymorphism rs769449; odds ratio [OR]any BMB [95% confidence interval (CI)] 1.33 [1.21-1.45]; p = 2.5 × 10-10). APOE ε4 alleles were associated with strictly lobar (OR [95% CI] 1.34 [1.19-1.50]; p = 1.0 × 10-6) but not with mixed BMB counts (OR [95% CI] 1.04 [0.86-1.25]; p = 0.68). APOE ε2 alleles did not show associations with BMB counts. Variants previously related to deep intracerebral hemorrhage and lacunar stroke, and a risk score of cerebral white matter hyperintensity variants, were associated with BMB.ConclusionsGenetic variants in the APOE region are associated with the presence of BMB, most likely due to the APOE ε4 allele count related to a higher number of strictly lobar BMBs. Genetic predisposition to small vessel disease confers risk of BMB, indicating genetic overlap with other cerebral small vessel disease markers.

Published
2020

5. Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation

Author

Dubost, Florian, de Bruijne, Marleen, Nardin, Marco, Dalca, Adrian V., Donahue, Kathleen L., Giese, Anne-Katrin, Etherton, Mark R., Wu, Ona, de Groot, Marius, Niessen, Wiro, Vernooij, Meike, Rost, Natalia S., and Schirmer, Markus D.

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition
Abstract

Registration is a core component of many imaging pipelines. In case of clinical scans, with lower resolution and sometimes substantial motion artifacts, registration can produce poor results. Visual assessment of registration quality in large clinical datasets is inefficient. In this work, we propose to automatically assess the quality of registration to an atlas in clinical FLAIR MRI scans of the brain. The method consists of automatically segmenting the ventricles of a given scan using a neural network, and comparing the segmentation to the atlas' ventricles propagated to image space. We used the proposed method to improve clinical image registration to a general atlas by computing multiple registrations and then selecting the registration that yielded the highest ventricle overlap. Methods were evaluated in a single-site dataset of more than 1000 scans, as well as a multi-center dataset comprising 142 clinical scans from 12 sites. The automated ventricle segmentation reached a Dice coefficient with manual annotations of 0.89 in the single-site dataset, and 0.83 in the multi-center dataset. Registration via age-specific atlases could improve ventricle overlap compared to a direct registration to the general atlas (Dice similarity coefficient increase up to 0.15). Experiments also showed that selecting scans with the registration quality assessment method could improve the quality of average maps of white matter hyperintensity burden, instead of using all scans for the computation of the white matter hyperintensity map. In this work, we demonstrated the utility of an automated tool for assessing image registration quality in clinical scans. This image quality assessment step could ultimately assist in the translation of automated neuroimaging pipelines to the clinic.

Published
2019

6. Multi‐phenotype analyses of hemostatic traits with cardiovascular events reveal novel genetic associations

Author

Temprano‐Sagrera, Gerard, Sitlani, Colleen M., Bone, William P., Martin‐Bornez, Miguel, Voight, Benjamin F., Morrison, Alanna C., Damrauer, Scott M., de Vries, Paul S., Smith, Nicholas L., Sabater‐Lleal, Maria, Dehghan, Abbas, Heath, Adam S, Morrison, Alanna C, Reiner, Alex P, Johnson, Andrew, Richmond, Anne, Peters, Annette, van Hylckama Vlieg, Astrid, McKnight, Barbara, Psaty, Bruce M, Hayward, Caroline, Ward‐Caviness, Cavin, O’Donnell, Christopher, Chasman, Daniel, Strachan, David P, Tregouet, David A, Mook‐Kanamori, Dennis, Gill, Dipender, Thibord, Florian, Asselbergs, Folkert W, Leebeek, Frank W.G., Rosendaal, Frits R, Davies, Gail, Homuth, Georg, Temprano, Gerard, Campbell, Harry, Taylor, Herman A, Bressler, Jan, Huffman, Jennifer E, Rotter, Jerome I, Yao, Jie, Wilson, James F, Bis, Joshua C, Hahn, Julie M, Desch, Karl C, Wiggins, Kerri L, Raffield, Laura M, Bielak, Lawrence F, Yanek, Lisa R, Kleber, Marcus E, Mueller, Martina, Kavousi, Maryam, Mangino, Massimo, Liu, Melissa, Brown, Michael R, Conomos, Matthew P, Jhun, Min‐A, Chen, Ming‐Huei, de Maat, Moniek P.M., Pankratz, Nathan, Smith, Nicholas L, Peyser, Patricia A, Elliot, Paul, de Vries, Paul S, Wei, Peng, Wild, Philipp S, Morange, Pierre E, van der Harst, Pim, Yang, Qiong, Le, Ngoc‐Quynh, Marioni, Riccardo, Li, Ruifang, Damrauer, Scott M, Cox, Simon R, Trompet, Stella, Felix, Stephan B, Völker, Uwe, Tang, Weihong, Koenig, Wolfgang, Jukema, J. Wouter, Guo, Xiuqing, Lindstrom, Sara, Wang, Lu, Smith, Erin N, Gordon, William, de Andrade, Mariza, Brody, Jennifer A, Pattee, Jack W, Haessler, Jeffrey, Brumpton, Ben M, Chasman, Daniel I, Suchon, Pierre, Turman, Constance, Germain, Marine, MacDonald, James, Braekkan, Sigrid K, Armasu, Sebastian M, Jackson, Rabecca D, Nielsen, Jonas B, Giulianini, Franco, Puurunen, Marja K, Ibrahim, Manal, Heckbert, Susan R, Bammler, Theo K, Frazer, Kelly A, McCauley, Bryan M, Taylor, Kent, Pankow, James S, Reiner, Alexander P, Gabrielsen, Maiken E, Deleuze, Jean‐François, O’Donnell, Chris J, Kim, Jihye, Kraft, Peter, Hansen, John‐Bjarne, Heit, John A, Kooperberg, Charles, Hveem, Kristian, Ridker, Paul M, Morange, Pierre‐Emmanuel, Johnson, Andrew D, Kabrhel, Christopher, Trégouët, David‐Alexandre, Malik, Rainer, Chauhan, Ganesh, Traylor, Matthew, Sargurupremraj, Muralidharan, Okada, Yukinori, Mishra, Aniket, Rutten‐Jacobs, Loes, Giese, Anne‐Katrin, van der Laan, Sander W, Gretarsdottir, Solveig, Anderson, Christopher D, Chong, Michael, Adams, Hieab HH, Ago, Tetsuro, Almgren, Peter, Amouyel, Philippe, Ay, Hakan, Bartz, Traci M, Benavente, Oscar R, Bevan, Steve, Boncoraglio, Giorgio B, Brown, Robert D, Butterworth, Adam S, Carrera, Caty, Carty, Cara L, Chen, Wei‐Min, Cole, John W, Correa, Adolfo, Cotlarciuc, Ioana, Cruchaga, Carlos, Danesh, John, de Bakker, Paul IW, DeStefano, Anita L, den Hoed, Marcel, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gottesman, Rebecca F, Grewal, Raji P, Gudnason, Vilmundur, Gustafsson, Stefan, Harris, Tamara B, Hassan, Ahamad, Havulinna, Aki S, Holliday, Elizabeth G, Howard, George, Hsu, Fang‐Chi, Hyacinth, Hyacinth I, Arfan Ikram, M, Ingelsson, Erik, Irvin, Marguerite R, Jian, Xueqiu, Jiménez‐Conde, Jordi, Johnson, Julie A, Jukema, J Wouter, Kanai, Masahiro, Keene, Keith L, Kissela, Brett M, Kleindorfer, Dawn O, Kubo, Michiaki, Lange, Leslie A, Langefeld, Carl D, Langenberg, Claudia, Launer, Lenore J, Lee, Jin‐Moo, Lemmens, Robin, Leys, Didier, Lewis, Cathryn M, Lin, Wei‐Yu, Lindgren, Arne G, Lorentzen, Erik, Magnusson, Patrik K, Maguire, Jane, Manichaikul, Ani, McArdle, Patrick F, Meschia, James F, Mitchell, Braxton D, Mosley, Thomas H, Nalls, Michael A, Ninomiya, Toshiharu, O’Donnell, Martin J, Pulit, Sara L, Rannikmäe, Kristiina, Rexrode, Kathryn M, Rice, Kenneth, Rich, Stephen S, Rost, Natalia S, Rothwell, Peter M, Rundek, Tatjana, Sacco, Ralph L, Sakaue, Saori, Sale, Michele M, Salomaa, Veikko, Sapkota, Bishwa R, Schmidt, Reinhold, Schmidt, Carsten O, Schminke, Ulf, Sharma, Pankaj, Slowik, Agnieszka, Sudlow, Cathie LM, Tanislav, Christian, Tatlisumak, Turgut, Taylor, Kent D, Thijs, Vincent NS, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tiedt, Steffen, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Wassertheil‐Smoller, Sylvia, Wilson, James G, Yusuf, Salim, Amin, Najaf, Aparicio, Hugo S, Arnett, Donna K, Attia, John, Beiser, Alexa S, Berr, Claudine, Buring, Julie E, Bustamante, Mariana, Caso, Valeria, Cheng, Yu‐Ching, Hoan Choi, Seung, Chowhan, Ayesha, Cullell, Natalia, Dartigues, Jean‐François, Delavaran, Hossein, Delgado, Pilar, Dörr, Marcus, Engström, Gunnar, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Heitsch, Laura, Hozawa, Atsushi, Ibanez, Laura, Ilinca, Andreea, Ingelsson, Martin, Iwasaki, Motoki, Jackson, Rebecca D, Jood, Katarina, Jousilahti, Pekka, Kaffashian, Sara, Kalra, Lalit, Kamouchi, Masahiro, Kitazono, Takanari, Kjartansson, Olafur, Kloss, Manja, Koudstaal, Peter J, Krupinski, Jerzy, Labovitz, Daniel L, Laurie, Cathy C, Levi, Christopher R, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Lioutas, Vasileios, Mei Liu, Yong, Lopez, Oscar L, Makoto, Hirata, Martinez‐Majander, Nicolas, Matsuda, Koichi, Minegishi, Naoko, Montaner, Joan, Morris, Andrew P, Muiño, Elena, Müller‐Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Reddy Peddareddygari, Leema, Pedersen, Nancy L, Pera, Joanna, Perola, Markus, Pezzini, Alessandro, Pileggi, Silvana, Rabionet, Raquel, Riba‐Llena, Iolanda, Ribasés, Marta, Romero, Jose R, Roquer, Jaume, Rudd, Anthony G, Sarin, Antti‐Pekka, Sarju, Ralhan, Sarnowski, Chloe, Sasaki, Makoto, Satizabal, Claudia L, Satoh, Mamoru, Sattar, Naveed, Sawada, Norie, Sibolt, Gerli, Sigurdsson, Ásgeir, Smith, Albert, Sobue, Kenji, Soriano‐Tárraga, Carolina, Stanne, Tara, Colin Stine, O, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Tanno, Kozo, Teumer, Alexander, Tomppo, Liisa, Torres‐Aguila, Nuria P, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Völzke, Henry, Wakai, Kenji, Weir, David, Williams, Stephen R, Wolfe, Charles DA, Wong, Quenna, Xu, Huichun, Yamaji, Taiki, Sanghera, Dharambir K, Melander, Olle, Jern, Christina, Strbian, Daniel, Fernandez‐Cadenas, Israel, Longstreth, W T, Rolfs, Arndt, Hata, Jun, Woo, Daniel, Rosand, Jonathan, Pare, Guillaume, Hopewell, Jemma C, Saleheen, Danish, Stefansson, Kari, Worrall, Bradford B, Kittner, Steven J, Seshadri, Sudha, Fornage, Myriam, Markus, Hugh S, Howson, Joanna MM, Kamatani, Yoichiro, Debette, Stephanie, and Dichgans, Martin

Published
2022
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7. Multiancestry genome-wide association study of 520,000 subjects identifies 32 loci associated with stroke and stroke subtypes

Author

Malik, Rainer, Chauhan, Ganesh, Traylor, Matthew, Sargurupremraj, Muralidharan, Okada, Yukinori, Mishra, Aniket, Rutten-Jacobs, Loes, Giese, Anne-Katrin, van der Laan, Sander W, Gretarsdottir, Solveig, Anderson, Christopher D, Chong, Michael, Adams, Hieab HH, Ago, Tetsuro, Almgren, Peter, Amouyel, Philippe, Ay, Hakan, Bartz, Traci M, Benavente, Oscar R, Bevan, Steve, Boncoraglio, Giorgio B, Brown, Robert D, Butterworth, Adam S, Carrera, Caty, Carty, Cara L, Chasman, Daniel I, Chen, Wei-Min, Cole, John W, Correa, Adolfo, Cotlarciuc, Ioana, Cruchaga, Carlos, Danesh, John, de Bakker, Paul IW, DeStefano, Anita L, den Hoed, Marcel, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gottesman, Rebecca F, Grewal, Raji P, Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeffrey, Harris, Tamara B, Hassan, Ahamad, Havulinna, Aki S, Heckbert, Susan R, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Hyacinth, Hyacinth I, Ikram, M Arfan, Ingelsson, Erik, Irvin, Marguerite R, Jian, Xueqiu, Jiménez-Conde, Jordi, Johnson, Julie A, Jukema, J Wouter, Kanai, Masahiro, Keene, Keith L, Kissela, Brett M, Kleindorfer, Dawn O, Kooperberg, Charles, Kubo, Michiaki, Lange, Leslie A, Langefeld, Carl D, Langenberg, Claudia, Launer, Lenore J, Lee, Jin-Moo, Lemmens, Robin, Leys, Didier, Lewis, Cathryn M, Lin, Wei-Yu, Lindgren, Arne G, Lorentzen, Erik, Magnusson, Patrik K, Maguire, Jane, Manichaikul, Ani, McArdle, Patrick F, Meschia, James F, Mitchell, Braxton D, Mosley, Thomas H, Nalls, Michael A, Ninomiya, Toshiharu, O’Donnell, Martin J, Psaty, Bruce M, Pulit, Sara L, Rannikmäe, Kristiina, Reiner, Alexander P, Rexrode, Kathryn M, Rice, Kenneth, Rich, Stephen S, Ridker, Paul M, Rost, Natalia S, Rothwell, Peter M, Rotter, Jerome I, Rundek, Tatjana, Sacco, Ralph L, Sakaue, Saori, and Sale, Michele M

Subjects
Biological Sciences, Genetics, Human Genome, Stroke, Clinical Research, Brain Disorders, Aetiology, 2.1 Biological and endogenous factors, Cardiovascular, Computational Biology, Databases, Genetic, Epigenesis, Genetic, Female, Gene Regulatory Networks, Genetic Loci, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, INDEL Mutation, Linkage Disequilibrium, Male, Models, Genetic, Polymorphism, Single Nucleotide, Risk Factors, AFGen Consortium, Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium, International Genomics of Blood Pressure (iGEN-BP) Consortium, INVENT Consortium, STARNET, BioBank Japan Cooperative Hospital Group, COMPASS Consortium, EPIC-CVD Consortium, EPIC-InterAct Consortium, International Stroke Genetics Consortium, METASTROKE Consortium, Neurology Working Group of the CHARGE Consortium, NINDS Stroke Genetics Network, UK Young Lacunar DNA Study, MEGASTROKE Consortium, Medical and Health Sciences, Developmental Biology, Agricultural biotechnology, Bioinformatics and computational biology
Abstract

Stroke has multiple etiologies, but the underlying genes and pathways are largely unknown. We conducted a multiancestry genome-wide-association meta-analysis in 521,612 individuals (67,162 cases and 454,450 controls) and discovered 22 new stroke risk loci, bringing the total to 32. We further found shared genetic variation with related vascular traits, including blood pressure, cardiac traits, and venous thromboembolism, at individual loci (n = 18), and using genetic risk scores and linkage-disequilibrium-score regression. Several loci exhibited distinct association and pleiotropy patterns for etiological stroke subtypes. Eleven new susceptibility loci indicate mechanisms not previously implicated in stroke pathophysiology, with prioritization of risk variants and genes accomplished through bioinformatics analyses using extensive functional datasets. Stroke risk loci were significantly enriched in drug targets for antithrombotic therapy.

Published
2018

8. Radiomics-Derived Brain Age Predicts Functional Outcome After Acute Ischemic Stroke

Author

Bretzner, Martin, Bonkhoff, Anna K, Schirmer, Markus D., Hong, Sungmin, Dalca, Adrian, Donahue, Kathleen, Giese, Anne-Katrin, Etherton, Mark R, Rist, Pamela M, Nardin, Marco, Regenhardt, Robert W, Leclerc, Xavier, Lopes, Renaud, Gautherot, Morgan, Wang, Clinton, Benavente, Oscar R, Cole, John W., Donatti, Amanda, Griessenauer, Christoph, Heitsch, Laura, Holmegaard, Lukas, Jood, Katarina, Jimenez-Conde, Jordi, Kittner, Steven J, Lemmens, Robin, Levi, Christopher R, McArdle, Patrick F, McDonough, Caitrin W., Meschia, James F, Phuah, Chia-Ling, Rolfs, Arndt, Ropele, Stefan, Rosand, Jonathan, Roquer, Jaume, Rundek, Tatjana, Sacco, Ralph L., Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Sousa, Alessandro, Stanne, Tara M, Strbian, Daniel, Tatlisumak, Turgut, Thijs, Vincent, Vagal, Achala, Wasselius, Johan, Woo, Daniel, Wu, Ona, Zand, Ramin, Worrall, Bradford B, Maguire, Jane, Lindgren, Arne G, Jern, Christina, Golland, Polina, Kuchcinski, Grégory, and Rost, Natalia S

Published
2022
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9. Contribution of Common Genetic Variants to Risk of Early Onset Ischemic Stroke

Author

Jaworek, Thomas, Xu, Huichun, Gaynor, Brady J, Cole, John W., Rannikmae, Kristiina, Stanne, Tara M, Tomppo, Liisa, Abedi, Vida, Amouyel, Philippe, Armstrong, Nicole D, Attia, John, Bell, Steven, Benavente, Oscar R, Boncoraglio, Giorgio B, Butterworth, Adam, Carcel-Marquez, Jara, Chen, Zhengming, Chong, Michael, Cruchaga, Carlos, Cushman, Mary, Danesh, John, Debette, Stephanie, Duggan, David J, Durda, Jon Peter, Engstrom, Gunnar, Enzinger, Chris, Faul, Jessica D, Fecteau, Natalie S, Fernandez-Cadenas, Israel, Gieger, Christian, Giese, Anne-Katrin, Grewal, Raji P, Grittner, Ulrike, Havulinna, Aki S, Heitsch, Laura, Hochberg, Marc C, Holliday, Elizabeth, Hu, Jie, Ilinca, Andreea, Irvin, Marguerite R, Jackson, Rebecca D, Jacob, Mina A., Janssen, Raquel Rabionet, Jimenez-Conde, Jordi, Johnson, Julie A, Kamatani, Yoichiro, Kardia, Sharon L, Koido, Masaru, Kubo, Michiaki, Lange, Leslie, Lee, Jin-Moo, Lemmens, Robin, Levi, Christopher R, Li, Jiang, Li, Liming, Lin, Kuang, Lopez, Haley, Luke, Sothear, Maguire, Jane, McArdle, Patrick F, McDonough, Caitrin W., Meschia, James F, Metso, Tiina, Muller-Nurasyid, Martina, OʼConnor, Timothy D, OʼDonnell, Martin, Peddareddygari, Leema R, Pera, Joanna, Perry, James A, Peters, Annette, Putaala, Jukka, Ray, Debashree, Rexrode, Kathryn, Ribases, Marta, Rosand, Jonathan, Rothwell, Peter M, Rundek, Tatjana, Ryan, Kathleen A, Sacco, Ralph L., Salomaa, Veikko, Sanchez-Mora, Cristina, Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Smith, Jennifer A, Smith, Nicholas L, Wassertheil-Smoller, Sylvia, Soederholm, Martin, Stine, O. C, Strbian, Daniel, Sudlow, Cathie L, Tatlisumak, Turgut, Terao, Chikashi, Thijs, Vincent, Torres-Aguila, Nuria P, Tregouet, David-Alexandre, Tuladhar, Anil M., Veldink, Jan H, Walters, Robin G, Weir, David R, Woo, Daniel, Worrall, Bradford B, Hong, Charles C, Ross, Owen, Zand, Ramin, Leeuw, Frank-Erik de, Lindgren, Arne G, Pare, Guillaume, Anderson, Christopher D., Markus, Hugh S, Jern, Christina, Malik, Rainer, Dichgans, Martin, Mitchell, Braxton D, and Kittner, Steven J

Published
2022
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10. Association of Stroke Lesion Pattern and White Matter Hyperintensity Burden With Stroke Severity and Outcome

Author

Bonkhoff, Anna K, Hong, Sungmin, Bretzner, Martin, Schirmer, Markus D., Regenhardt, Robert W, Arsava, E. Murat, Donahue, Kathleen, Nardin, Marco, Dalca, Adrian, Giese, Anne-Katrin, Etherton, Mark R, Hancock, Brandon L., Mocking, Steven J.T., McIntosh, Elissa, Attia, John, Benavente, Oscar, Cole, John W., Donatti, Amanda, Griessenauer, Christoph, Heitsch, Laura, Holmegaard, Lukas, Jood, Katarina, Jimenez-Conde, Jordi, Kittner, Steven, Lemmens, Robin, Levi, Christopher, McDonough, Caitrin W., Meschia, James, Phuah, Chia-Ling, Rolfs, Arndt, Ropele, Stefan, Rosand, Jonathan, Roquer, Jaume, Rundek, Tatjana, Sacco, Ralph L., Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Soederholm, Martin, Sousa, Alessandro, Stanne, Tara M, Strbian, Daniel, Tatlisumak, Turgut, Thijs, Vincent, Vagal, Achala, Wasselius, Johan, Woo, Daniel, Zand, Ramin, McArdle, Patrick, Worrall, Bradford B, Jern, Christina, Lindgren, Arne G, Maguire, Jane, Golland, Polina, Bzdok, Danilo, Wu, Ona, and Rost, Natalia S

Published
2022
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11. Scaling behaviors of deep learning and linear algorithms for the prediction of stroke severity

Author

Bourached, Anthony, primary, Bonkhoff, Anna K, additional, Schirmer, Markus D, additional, Regenhardt, Robert W, additional, Bretzner, Martin, additional, Hong, Sungmin, additional, Dalca, Adrian V, additional, Giese, Anne-Katrin, additional, Winzeck, Stefan, additional, Jern, Christina, additional, Lindgren, Arne G, additional, Maguire, Jane, additional, Wu, Ona, additional, Rhee, John, additional, Kimchi, Eyal Y, additional, and Rost, Natalia S, additional

Published
2024
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13. A genome-wide association study identifies new loci for factor VII and implicates factor VII in ischemic stroke etiology

Author

de Vries, Paul S., Sabater-Lleal, Maria, Huffman, Jennifer E., Marten, Jonathan, Song, Ci, Pankratz, Nathan, Bartz, Traci M., de Haan, Hugoline G., Delgado, Graciela E., Eicher, John D., Martinez-Perez, Angel, Ward-Caviness, Cavin K., Brody, Jennifer A., Chen, Ming-Huei, de Maat, Moniek P.M., Frånberg, Mattias, Gill, Dipender, Kleber, Marcus E., Rivadeneira, Fernando, Soria, José Manuel, Tang, Weihong, Tofler, Geoffrey H., Uitterlinden, André G., van Hylckama Vlieg, Astrid, Seshadri, Sudha, Boerwinkle, Eric, Davies, Neil M., Giese, Anne-Katrin, Ikram, M. Kamran, Kittner, Steven J., McKnight, Barbara, Psaty, Bruce M., Reiner, Alex P., Sargurupremraj, Muralidharan, Taylor, Kent D., Fornage, Myriam, Hamsten, Anders, März, Winfried, Rosendaal, Frits R., Souto, Juan Carlos, Dehghan, Abbas, Johnson, Andrew D., Morrison, Alanna C., O’Donnell, Christopher J., and Smith, Nicholas L.

Published
2019
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16. Genetic and lifestyle risk factors for MRI-defined brain infarcts in a population-based setting

Author

Chauhan, Ganesh, Adams, Hieab H.H., Satizabal, Claudia L., Bis, Joshua C., Teumer, Alexander, Sargurupremraj, Muralidharan, Hofer, Edith, Trompet, Stella, Hilal, Saima, Smith, Albert Vernon, Jian, Xueqiu, Malik, Rainer, Traylor, Matthew, Pulit, Sara L., Amouyel, Philippe, Mazoyer, Bernard, Zhu, Yi-Cheng, Kaffashian, Sara, Schilling, Sabrina, Beecham, Gary W., Montine, Thomas J., Schellenberg, Gerard D., Kjartansson, Olafur, Guðnason, Vilmundur, Knopman, David S., Griswold, Michael E., Windham, B. Gwen, Gottesman, Rebecca F., Mosley, Thomas H., Schmidt, Reinhold, Saba, Yasaman, Schmidt, Helena, Takeuchi, Fumihiko, Yamaguchi, Shuhei, Nabika, Toru, Kato, Norihiro, Rajan, Kumar B., Aggarwal, Neelum T., De Jager, Philip L., Evans, Denis A., Psaty, Bruce M., Rotter, Jerome I., Rice, Kenneth, Lopez, Oscar L., Liao, Jiemin, Chen, Christopher, Cheng, Ching-Yu, Wong, Tien Y., Ikram, Mohammad K., van der Lee, Sven J., Amin, Najaf, Chouraki, Vincent, DeStefano, Anita L., Aparicio, Hugo J., Romero, Jose R., Maillard, Pauline, DeCarli, Charles, Wardlaw, Joanna M., Hernández, Maria del C. Valdés, Luciano, Michelle, Liewald, David, Deary, Ian J., Starr, John M., Bastin, Mark E., Muñoz Maniega, Susana, Slagboom, P. Eline, Beekman, Marian, Deelen, Joris, Uh, Hae-Won, Lemmens, Robin, Brodaty, Henry, Wright, Margaret J., Ames, David, Boncoraglio, Giorgio B., Hopewell, Jemma C., Beecham, Ashley H., Blanton, Susan H., Wright, Clinton B., Sacco, Ralph L., Wen, Wei, Thalamuthu, Anbupalam, Armstrong, Nicola J., Chong, Elizabeth, Schofield, Peter R., Kwok, John B., van der Grond, Jeroen, Stott, David J., Ford, Ian, Jukema, J. Wouter, Vernooij, Meike W., Hofman, Albert, Uitterlinden, André G., van der Lugt, Aad, Wittfeld, Katharina, Grabe, Hans J., Hosten, Norbert, von Sarnowski, Bettina, Völker, Uwe, Levi, Christopher, Jimenez-Conde, Jordi, Sharma, Pankaj, Sudlow, Cathie L.M., Rosand, Jonathan, Woo, Daniel, Cole, John W., Meschia, James F., Slowik, Agnieszka, Thijs, Vincent, Lindgren, Arne, Melander, Olle, Grewal, Raji P., Rundek, Tatjana, Rexrode, Kathy, Rothwell, Peter M., Arnett, Donna K., Jern, Christina, Johnson, Julie A., Benavente, Oscar R., Wasssertheil-Smoller, Sylvia, Lee, Jin-Moo, Wong, Quenna, Mitchell, Braxton D., Rich, Stephen S., McArdle, Patrick F., Geerlings, Mirjam I., van der Graaf, Yolanda, de Bakker, Paul I.W., Asselbergs, Folkert W., Srikanth, Velandai, Thomson, Russell, McWhirter, Rebekah, Moran, Chris, Callisaya, Michele, Phan, Thanh, Rutten-Jacobs, Loes C.A., Bevan, Steve, Tzourio, Christophe, Mather, Karen A., Sachdev, Perminder S., van Duijn, Cornelia M., Worrall, Bradford B., Dichgans, Martin, Kittner, Steven J., Markus, Hugh S., Ikram, Mohammad A., Fornage, Myriam, Launer, Lenore J., Seshadri, Sudha, Longstreth, W.T., Jr, Debette, Stéphanie, Almgren, Peter, Anderson, Christopher D., Arnett, Donna K., Attia, John, Ay, Hakan, Benavente, Oscar R., Bevan, Steve, Brown, Robert D., Bustamante, Mariana, Cheng, Yu-Ching, Cole, John W., Cotlarciuc, Ioana, Cruchaga, Carlos, de Bakker, Paul IW., Delavaran, Hossein, Dichgans, Martin, Engström, Gunnar, Fornage, Myriam, Grewal, Raji P., Heitsch, Laura, Holliday, Elizabeth, Ibanez, Laure, Ilinca, Andreea, Irvin, Marguerite R., Jackson, Rebecca D., Jern, Christina, Jimenez-Conde, Jordi, Johnson, Julie A., Jood, Katarina, Kissela, Brett M., Kittner, Steven J., Kleindorfer, Dawn O., Labovitz, Daniel, Laurie, Cathy C., Lee, Jin-Moo, Lemmens, Robin, Levi, Christopher, Li, Linxin, Lindgren, Arne G., Maguire, Jane, Markus, Hugh S., McArdle, Patrick F., Melander, Olle, Meschia, James F., Mitchell, Braxton D., Müller-Nurasyid, Martina, Norrving, Bo, Peddareddygari, Leema Reddy, Pera, Joanna, Pulit, Sara L., Rexrode, Kathryn, Ribasés, Marta, Roquer, Jaume, Rost, Natalia S., Rothwell, Peter M., Rundek, Tatjana, Sacco, Ralph L., Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Soriano-Tárraga, Carolina, Stanne, Tara, Stauch, Konstantin, Stine, O C., Sudlow, Cathie LM., Thijs, Vincent N.S., Wasssertheil-Smoller, Sylvia, Weir, David, Williams, Stephen R., Wong, Quenna, Woo, Daniel, Worrall, Bradford B., Xu, Huichun, Seshadri, Sudha, Hyacinth, Hyacinth I, Marini, Sandro, Nyquist, Paul, Lewis, Cathryn, Hansen, Bjorn, Norrving, Bo, Rosand, Jonathan, Biffi, Alessandro, Kourkoulis, Christina, Anderson, Chris, Giese, Anne-Katrin, Sacco, Ralph, Sharma, Pankaj, Chung, Jong-Won, Kim, Gyeong-Moon, Lubitz, Steven, Bourcier, Romain, Howson, Joanna, Granata, Alessandra, Drazyk, Anna, Markus, Hugh, Wardlaw, Joanna, Mitchell, Braxton, Cole, John, Hopewell, Jemma, Walters, Robin, Turnbull, Iain, Worrall, Bradford, Bis, Josh, Reiner, Alex, Dhar, Raj, Heitsch, Laura, Lee, Jin-Moo, Prasad, Kameshwar, Sarnowski, Chloé, Aparicio, Hugo Javier, Yang, Qiong, Chasman, Daniel, Rexrode, Kathryn, Phuah, Chia-Ling, Liu, Guiyou, Elkind, Mitchell, Lange, Leslie, Rost, Natalia, James, Michael, Stewart, Jill, Vojinovic, Dina, Thijs, Vincent, Parati, Eugenio, Boncoraglio, Giorgio, Zand, Ramin, Bijlenga, Philippe, Selim, Magdy, Grond-Ginsbach, Caspar, Strbian, Daniel, Tomppo, Liisa, Sallinen, Hanne, Pfeiffer, Dorothea, Torres, Nuria, Barboza, Miguel, Laarman, Melanie, Carriero, Roberta, Holliday, Elizabeth, Jimenez-Conde, Jordi, Soriano, Carolina, Gill, Dipender, Debette, Stephanie, Mishra, Aniket, Wu, Jer-Yuarn, Ko, Tai-Ming, Bione, Silvia, Jood, Katarina, Tatlisumak, Turgut, Holmegaard, Lukas, Yue, Suo, bersano, Anna, Pera, Joanna, Slowik, Agnieszka, Levi, Christopher, Schlicht, Kristina, Lemmens, Robin, Ninomiya, Toshiharu, Oberstein, Saskia Lesnik, Lee, Tsong-Hai, Malik, Rainer, Dichgans, Martin, Lindgren, Arne, Wasselius, Johan, Drake, Mattias, Melander, Olle, Stenman, Martin, Ilinca, Andreea, Crawford, Katherine, Lena, Umme, Mateen, Farrah, Ay, Hakan, Wu, Ona, Schirmer, Markus, Cramer, Steve, Golland, Polina, Brown, Robert, Meschia, James, Ross, Owen A., Pare, Guillaume, Chong, Mike, Rundek, Tatjana, Gwinn, Katrina, Chen, Christopher, Koenig, Jim, Giralt, Eva, Saleheen, Danish, de Leeuw, Frank-Erik, Klijn, Karin, Kamatani, Yoichiro, Kubo, Michiaki, Okada, Yukinori, Pedersen, Annie, Olsson, Maja, Martín, Juan José, Xu, Huichun, Tan, Eng King, Frid, Petrea, Lee, Chaeyoung, Tregouet, David, Leung, Thomas, Choy, Richard, Jern, Christina, Loo, Keat Wei, Rinkel, Gabriel, Franca, Paulo, Cendes, Iscia, Carrera, Caty, Fernandez-Cadenas, Israel, Montaner, Joan, Kim, Helen, Owolabi, Mayowa, Sofat, Reecha, Bakker, Mark, Ruigrok, Ynte, Hauer, Allard, Pulit, Sara L., van der Laan, Sander W., Irvin, Ryan, Sargurupremraj, Murali, Pezzini, Alessandro, Abd-Allah, Foad, Liebeskind, David, Traylor, Matthew, Tan, Rhea, Danesh, John, Rutten-Jacobs, Loes, Donatti, Amanda, Avelar, Wagner, Broderick, Joseph, Woo, Daniel, Sudlow, Cathie, Rannikmae, Kristiina, McDonough, Caitrin Wheeler, van Agtmael, Tom, Walters, Matthew, Söderholm, Martin, Lorentzen, Erik, Olsson, Sandra, Stanne, Tara, Olsson, Martina, Akinyemi, Rufus, Cotlatciuc, Ioana, McArdle, Patrick, Dave, Tushar, Kittner, Steven, Attia, John, Faber, James E, Millwood, Iona, Márquez, Elsa Valdés, Mancuso, Michelangelo, Vibo, Riina, Korv, Janika, Maguire, Jane, Fornage, Myriam, Majersik, Jennifer, DeHavenon, Adam, Alexander, Matthew, Sale, Michele, Southerland, Andrew, Owens, Debra, Psaty, Bruce, Longstreth, W. T., Jr, Wolfe, Stacey Quintero, Langefeld, Carl, Cruchaga, Carlos, Konrad, Jan, Sheth, Kevin, Falcone, Guido, Donahue, Kathleen, Simpkins, Alexis N, Liang Byorn, Tan Wei, Chan, Bernard, Clatworthy, Phil, Florez, Jose, Harshfield, Eric, Hozawa, Atsushi, Hsu, Chung, Hu, Chaur-Jong, Ibanez, Laure, Ihara, Masafumi, Lange, Marcos, Lee, Soo Ji, Lee, I-Hui, Musolino, Patricia, Nakatomi, Hirofumi, Park, Kwang-Yeol, Rich, Stephen S, Riley, Chris, Sung, Joohon, Suzuki, Hideaki, Vo, Katie, Washida, Kazuo, Ibenez, Laura Garcia, Slowik, Agnieszka, Hofman, Albert, Algra, Ale, Reiner, Alex P, Doney, Alexander S F, Gschwendtner, Andreas, Ilinca, Andreea, Giese, Anne-Katrin, Lindgren, Arne, Vicente, Astrid M, Norrving, Bo, Nordestgaard, Børge G, Mitchell, Braxton D, Worrall, Bradford B, Psaty, Bruce M, Carty, Cara L, Sudlow, Cathie, Anderson, Christopher D, Levi, Christopher, Satizabal, Claudia L, Palmer, Colin N A, Gamble, Dale M, Woo, Daniel, Saleheen, Danish, Ringelstein, E Bernd, Valdimarsson, Einar, Holliday, Elizabeth, Davies, Gail, Chauhan, Ganesh, Pasterkamp, Gerard, Boncoraglio, Giorgio, Kuhlenbäumer, Gregor, Thorleifsson, Gudmar, Falcone, Guido J, Pare, Guillame, Schmidt, Helena, Delavaran, Hossein, Markus, Hugh S, Aparicio, Hugo J, Deary, Ian, Cotlarciuc, Ioana, Fernandez-Cadenas, Israel, Meschia, James, Hopewell, Jemma C, Liu, Jingmin, Montaner, Joan, Pera, Joanna, Cole, John, Attia, John R, Rosand, Jonathan, Ferro, Jose M, Bis, Joshua, Furie, Karen, Stefansson, Kari, Berger, Klaus, Kostulas, Konstantinos, Rannikmae, Kristina, Ikram, M Arfan, Benn, Marianne, Dichgans, Martin, Farrall, Martin, Pandolfo, Massimo, Traylor, Matthew, Walters, Matthew, Sale, Michele, Nalls, Mike, Fornage, Myriam, van Zuydam, Natalie R, Sharma, Pankaj, Abrantes, Patricia, de Bakker, Paul IW, Higgins, Peter, Lichtner, Peter, Rothwell, Peter M, Amouyel, Philippe, Yang, Qiong, Malik, Rainer, Schmidt, Reinhold, Clarke, Robert, Lemmens, Robin, van der Laan, Sander W, Pulit, Sara L, Abboud, Sherine, Oliveira, Sofia A, Gretarsdottir, Solveig, Debette, Stephanie, Williams, Stephen R, Bevan, Steve, Kittner, Steven J, Seshadri, Sudha, Mosley, Thomas, Battey, Thomas WK, Tatlisumak, Turgut, Thorsteinsdottir, Unnur, Thijs, Vincent NS, Longstreth, W T, Zhao, Wei, Chen, Wei-Min, Cheng, Yu-Ching, Albert, Marilyn S., Albin, Roger L., Apostolova, Liana G., Arnold, Steven E., Asthana, Sanjay, Atwood, Craig S., Baldwin, Clinton T., Barmada, M. Michael, Barnes, Lisa L., Barral, Sandra, Beach, Thomas G., Becker, James T., Beecham, Gary W., Beekly, Duane, Bennett, David A., Bigio, Eileen H., Bird, Thomas D., Blacker, Deborah, Boeve, Bradley F., Boxer, Adam, Burke, James R., Burns, Jeffrey M., Buxbaum, Joseph D., Byrd, Goldie S., Cai, Guiqing, Cairns, Nigel J., Cantwell, Laura B., Cao, Chuanhai, Carlsson, Cynthia M., Carney, Regina M., Carrasquillo, Minerva M., Carroll, Steven L., Chui, Helena C., Clark, David G., Cribbs, David H., Crocco, Elizabeth A., Cruchaga, Carlos, De Jager, Philip L., DeCarli, Charles, Demirci, F. Yesim, Dick, Malcolm, Dickson, Dennis W., Duara, Ranjan, Ertekin-Taner, Nilufer, Evans, Denis A., Faber, Kelley M., Fallin, M. Daniele, Fallon, Kenneth B., Fardo, David W., Farlow, Martin R., Farrer, Lindsay A., Ferris, Steven, Foroud, Tatiana M., Frosch, Matthew P., Galasko, Douglas R., Gearing, Marla, Geschwind, Daniel H., Ghetti, Bernardino, Gilbert, John R., Go, Rodney C.P., Goate, Alison M., Graff-Radford, Neill R., Green, Robert C., Griffith, Patrick, Growdon, John H., Haines, Jonathan L., Hakonarson, Hakon, Hamilton, Ronald L., Hamilton-Nelson, Kara L., Haroutunian, Vahram, Harrell, Lindy E., Honig, Lawrence S., Huebinger, Ryan M., Hulette, Christine M., Hyman, Bradley T., Jicha, Gregory A., Jin, Lee-Way, Jun, Gyungah, Kamboh, M. Ilyas, Karydas, Anna, Kauwe, John S.K., Kaye, Jeffrey A., Kim, Ronald, Kowall, Neil W., Kramer, Joel H., Kukull, Walter A., Kunkle, Brian W., LaFerla, Frank M., Lah, James J., Lang-Walker, Rosalyn, Larson, Eric B., Leverenz, James B., Levey, Allan I., Li, Ge, Lieberman, Andrew P., Logue, Mark W., Lopez, Oscar L., Lunetta, Kathryn L., Lyketsos, Constantine G., Mack, Wendy J., Manly, Jennifer J., Marson, Daniel C., Martin, Eden R., Martiniuk, Frank, Mash, Deborah C., Masliah, Eliezer, Mayeux, Richard, McKee, Ann C., Mesulam, Marsel, Miller, Bruce L., Miller, Carol A., Miller, Joshua W., Montine, Thomas J., Morris, John C., Murrell, Jill R., Naj, Adam C., Obisesan, Thomas O., Olichney, John M., Pankratz, Vernon S., Parisi, Joseph E., Partch, Amanda, Paulson, Henry L., Pericak-Vance, Margaret A., Perry, William, Peskind, Elaine, Petersen, Ronald C., Pierce, Aimee, Poon, Wayne W., Potter, Huntington, Quinn, Joseph F., Raj, Ashok, Raj, Towfique, Raskind, Murray, Reiman, Eric M., Reisberg, Barry, Reitz, Christiane, Ringman, John M., Roberson, Erik D., Rosen, Howard J., Rosenberg, Roger N., Sager, Mark A., Sano, Mary, Saykin, Andrew J., Schellenberg, Gerard D., Schneider, Julie A., Schneider, Lon S., Seeley, William W., Smith, Amanda G., Sonnen, Joshua A., Spina, Salvatore, Stern, Robert A., Swerdlow, Russell H., Tanzi, Rudolph E., Thornton-Wells, Tricia A., Trojanowski, John Q., Troncoso, Juan C., Tsuang, Debby W., Valladares, Otto, Van Deerlin, Vivianna M., Van Eldik, Linda J., Vardarajan, Badri N., Vinters, Harry V., Vonsattel, Jean Paul, Wang, Li-San, Weintraub, Sandra, Welsh-Bohmer, Kathleen A., Williamson, Jennifer, Wingo, Thomas S., Wishnek, Sarah, Woltjer, Randall L., Wright, Clinton B., Younkin, Steven G., Yu, Chang-En, Yu, Lei, Chauhan, Ganesh, Chu, Audrey Y., Fornage, Myriam, Bis, Joshua C., Havulinna, Aki S., Sargurupremraj, Muralidharan, Smith, Albert Vernon, Adams, Hieab H.H., Choi, Seung Hoan, Trompet, Stella, Garcia, Melissa E., Manichaikul, Ani, Teumer, Alexander, Gustafsson, Stefan, Bartz, Traci M., Bellenguez, Céline, Vidal, Jean Sebastien, Jian, Xueqiu, Kjartansson, Olafur, Wiggins, Kerri L., Satizabal, Claudia L., Xue, Flora, Ripatti, Samuli, Liu, Yongmei, Deelen, Joris, Hoed, Marcel den, Heckbert, Susan R., Rice, Kenneth, Smith, Nicholas L., Wong, Quenna, Aparicio, Hugo J., Buring, Julie E., Ridker, Paul M, Berr, Claudine, Dartigues, Jean-François, Hamsten, Anders, Magnusson, Patrik K., Pedersen, Nancy L., Lannfelt, Lars, Lind, Lars, Lindgren, Cecilia M., Morris, Andrew P., Hofman, Albert, Koudstaal, Peter J., Portegies, Marileen LP., Uitterlinden, André G., de Craen, Anton JM, Ford, Ian, Jukema, J. Wouter, Stott, David J, Allen, Norrina B., Sale, Michele M., Johnson, Andrew D, Bennett, David A., De Jager, Philip L., White, Charles C., Grabe, Hans Jörgen, Paulista Markus, Marcello Ricardo, Lopez, Oscar L, Rotter, Jerome I., Nalls, Michael A., Gottesman, Rebecca F., Griswold, Michael E., Knopman, David S., Windham, B. Gwen, Beiser, Alexa, Vartiainen, Erkki, French, Curtis R., Kurth, Tobias, Psaty, Bruce M., Harris, Tamara B., Rich, Stephen S, deStefano, Anita L., Schmidt, Carsten Oliver, Salomaa, Veikko, Mosley, Thomas H., Ingelsson, Erik, van Duijn, Cornelia M., Tzourio, Christophe, Launer, Lenore J, Ikram, M. Arfan, Chasman, Daniel I., Longstreth, W. T., Jr, Seshadri, Sudha, Debette, Stéphanie, Verhaaren, Benjamin F.J., Debette, Stéphanie, Bis, Joshua C., Smith, Jennifer A., Ikram, M. Kamran, Adams, Hieab H., Beecham, Ashley H., Rajan, Kumar B., Lopez, Lorna M., Barral, Sandra, van Buchem, Mark A., van der Grond, Jeroen, Smith, Albert V., Hegenscheid, Katrin, Aggarwal, Neelum T., de Andrade, Mariza, Atkinson, Elizabeth J., Beekman, Marian, Beiser, Alexa S., Blanton, Susan H., Boerwinkle, Eric, Brickman, Adam M., Bryan, R. Nick, Chauhan, Ganesh, Chen, Christopher P.L.H., Chouraki, Vincent, de Craen, Anton J.M., Crivello, Fabrice, Deary, Ian J., Deelen, Joris, De Jager, Philip L., Dufouil, Carole, Elkind, Mitchell S.V., Evans, Denis A., Freudenberger, Paul, Gottesman, Rebecca F., Guðnason, Vilmundur, Habes, Mohamad, Heckbert, Susan R., Heiss, Gerardo, Hilal, Saima, Hofer, Edith, Hofman, Albert, Ibrahim-Verbaas, Carla A., Knopman, David S., Lewis, Cora E., Liao, Jiemin, Liewald, David C.M., Luciano, Michelle, van der Lugt, Aad, Martinez, Oliver O., Mayeux, Richard, Mazoyer, Bernard, Nalls, Mike, Nauck, Matthias, Niessen, Wiro J., Oostra, Ben A., Psaty, Bruce M., Rice, Kenneth M., Rotter, Jerome I., von Sarnowski, Bettina, Schmidt, Helena, Schreiner, Pamela J., Schuur, Maaike, Sidney, Stephen S., Sigurdsson, Sigurdur, Slagboom, P. Eline, Stott, David J.M., van Swieten, John C., Teumer, Alexander, Töglhofer, Anna Maria, Traylor, Matthew, Trompet, Stella, Turner, Stephen T., Tzourio, Christophe, Uh, Hae-Won, Uitterlinden, André G., Vernooij, Meike W., Wang, Jing J., Wong, Tien Y., Wardlaw, Joanna M., Windham, B. Gwen, Wittfeld, Katharina, Wolf, Christiane, Wright, Clinton B., Yang, Qiong, Zhao, Wei, Zijdenbos, Alex, Jukema, J. Wouter, Sacco, Ralph L., Kardia, Sharon L.R., Amouyel, Philippe, Mosley, Thomas H., Longstreth, W. T., Jr, DeCarli, Charles C., van Duijn, Cornelia M., Schmidt, Reinhold, Launer, Lenore J., Grabe, Hans J., Seshadri, Sudha S., Ikram, M. Arfan, Fornage, Myriam, Bis, Joshua C., Kavousi, Maryam, Franceschini, Nora, Isaacs, Aaron, Abecasis, Gonçalo R, Schminke, Ulf, Post, Wendy, Smith, Albert V., Cupples, L. Adrienne, Markus, Hugh S, Schmidt, Reinhold, Huffman, Jennifer E., Lehtimäki, Terho, Baumert, Jens, Münzel, Thomas, Heckbert, Susan R., Dehghan, Abbas, North, Kari, Oostra, Ben, Bevan, Steve, Stoegerer, Eva-Maria, Hayward, Caroline, Raitakari, Olli, Meisinger, Christa, Schillert, Arne, Sanna, Serena, Völzke, Henry, Cheng, Yu-Ching, Thorsson, Bolli, Fox, Caroline S., Rice, Kenneth, Rivadeneira, Fernando, Nambi, Vijay, Halperin, Eran, Petrovic, Katja E., Peltonen, Leena, Wichmann, H. Erich, Schnabel, Renate B., Dörr, Marcus, Parsa, Afshin, Aspelund, Thor, Demissie, Serkalem, Kathiresan, Sekar, Reilly, Muredach P., Taylor, Kent, Uitterlinden, Andre, Couper, David J., Sitzer, Matthias, Kähönen, Mika, Illig, Thomas, Wild, Philipp S., Orru, Marco, Lüdemann, Jan, Shuldiner, Alan R., Eiriksdottir, Gudny, White, Charles C., Rotter, Jerome I., Hofman, Albert, Seissler, Jochen, Zeller, Tanja, Usala, Gianluca, Ernst, Florian, Launer, Lenore J., DʼAgostino, Ralph B., Sr, OʼLeary, Daniel H., Ballantyne, Christie, Thiery, Joachim, Ziegler, Andreas, Lakatta, Edward G., Chilukoti, Ravi Kumar, Harris, Tamara B., Wolf, Philip A., Psaty, Bruce M., Polak, Joseph F, Li, Xia, Rathmann, Wolfgang, Uda, Manuela, Boerwinkle, Eric, Klopp, Norman, Schmidt, Helena, Wilson, James F, Viikari, Jorma, Koenig, Wolfgang, Blankenberg, Stefan, Newman, Anne B., Witteman, Jacqueline, Heiss, Gerardo, van Duijn, Cornelia, Scuteri, Angelo, Homuth, Georg, Mitchell, Braxton D., Gudnason, Vilmundur, and O’Donnell, Christopher J.

Published
2019
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17. White matter hyperintensity burden in acute stroke patients differs by ischemic stroke subtype

Author

Giese, Anne-Katrin, Schirmer, Markus D., Dalca, Adrian V., Sridharan, Ramesh, Donahue, Kathleen L., Nardin, Marco, Irie, Robert, McIntosh, Elissa C., Mocking, Steven J.T., Xu, Huichun, Cole, John W., Giralt-Steinhauer, Eva, Jimenez-Conde, Jordi, Jern, Christina, Kleindorfer, Dawn O., Lemmens, Robin, Wasselius, Johan, Lindgren, Arne, Rundek, Tatjana, Sacco, Ralph L., Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Thijs, Vincent, Worrall, Bradford B., Woo, Daniel, Kittner, Steven J., McArdle, Patrick F., Mitchell, Braxton D., Rosand, Jonathan, Meschia, James F., Wu, Ona, Golland, Polina, and Rost, Natalia S.

Published
2020
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19. Big Data Approaches to Phenotyping Acute Ischemic Stroke Using Automated Lesion Segmentation of Multi-Center Magnetic Resonance Imaging Data

Author

Wu, Ona, Winzeck, Stefan, Giese, Anne-Katrin, Hancock, Brandon L., Etherton, Mark R., Bouts, Mark J.R.J., Donahue, Kathleen, Schirmer, Markus D., Irie, Robert E., Mocking, Steven J.T., McIntosh, Elissa C., Bezerra, Raquel, Kamnitsas, Konstantinos, Frid, Petrea, Wasselius, Johan, Cole, John W., Xu, Huichun, Holmegaard, Lukas, Jiménez-Conde, Jordi, Lemmens, Robin, Lorentzen, Eric, McArdle, Patrick F., Meschia, James F., Roquer, Jaume, Rundek, Tatjana, Sacco, Ralph L., Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Stanne, Tara M., Thijs, Vincent, Vagal, Achala, Woo, Daniel, Bevan, Stephen, Kittner, Steven J., Mitchell, Braxton D., Rosand, Jonathan, Worrall, Bradford B., Jern, Christina, Lindgren, Arne G., Maguire, Jane, and Rost, Natalia S.

Published
2019
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20. Serum magnesium and calcium levels in relation to ischemic stroke: Mendelian randomization study

Author

Larsson, Susanna C., Traylor, Matthew, Burgess, Stephen, Boncoraglio, Giorgio B., Jern, Christina, Michaëlsson, Karl, Markus, Hugh S., Malik, Rainer, Chauhan, Ganesh, Traylor, Matthew, Sargurupremraj, Muralidharan, Okada, Yukinori, Mishra, Aniket, Rutten-Jacobs, Loes, Giese, Anne-Katrin, van der Laan, Sander W, Gretarsdottir, Solveig, Anderson, Christopher D, Chong, Michael, Adams, Hieab HH, Ago, Tetsuro, Almgren, Peter, Amouyel, Philippe, Ay, Hakan, Bartz, raci M, Benavente, Oscar R, Bevan, Steve, Boncoraglio, Giorgio B, Brown, Robert D, Jr., Butterworth, Adam S, Carrera, Caty, Carty, Cara L, Chasman, Daniel I, Chen, Wei-Min, Cole, John W, Correa, Adolfo, Cotlarciuc, Ioana, Cruchaga, Carlos, Danesh, John, de Bakker, Paul IW, DeStefano, Anita L, Hoed, Marcel den, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gottesman, Rebecca F, Grewal, Raji P, Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeffrey, Harris, Tamara B, Hassan, Ahamad, Havulinna, Aki S, Heckbert, Susan R, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Hyacinth, Hyacinth I, Ikram, M Arfan, Ingelsson, Erik, Irvin, Marguerite R, Jian, Xueqiu, Jiménez-Conde, Jordi, Johnson, Julie A, Jukema, J Wouter, Kanai, Masahiro, Keene, Keith L, Kissela, Brett M, Kleindorfer, Dawn O, Kooperberg, Charles, Kubo, Michiaki, Lange, Leslie A, Langefeld, Carl D, Langenberg, Claudia, Launer, Lenore J, Lee, Jin-Moo, Lemmens, Robin, Leys, Didier, Lewis, Cathryn M, Lin, Wei-Yu, Lindgren, Arne G, Lorentzen, Erik, Magnusson, Patrik K, Maguire, Jane, Manichaikul, Ani, McArdle, Patrick F, Meschia, James F, Mitchell, Braxton D, Mosley, Thomas H, Nalls, Michael A, Ninomiya, Toshiharu, OʼDonnell, Martin J, Psaty, Bruce M, Pulit, Sara L, Rannikmäe, Kristiina, Reiner, Alexander P, Rexrode, Kathryn M, Rice, Kenneth, Rich, Stephen S, Ridker, Paul M, Rost, Natalia S, Rothwell, Peter M, Rotter, Jerome I, Rundek, Tatjana, Sacco, Ralph L, Sakaue, Saori, Sale, Michele M, Salomaa, Veikko, Sapkota, Bishwa R, Schmidt, Reinhold, Schmidt, Carsten O, Schminke, Ulf, Sharma, Pankaj, Slowik, Agnieszka, Sudlow, Cathie LM, Tanislav, Christian, Tatlisumak, Turgut, Taylor, Kent D, Thijs, Vincent NS, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tiedt, Steffen, Trompet, Stella, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Wassertheil-Smoller, Sylvia, Wilson, James G, Wiggins, Kerri L, Yang, Qiong, Yusuf, Salim, Amin, Najaf, Aparicio, Hugo S, Arnett, Donna K, Attia, John, Beiser, Alexa S, Berr, Claudine, Buring, Julie E, Bustamante, Mariana, Caso, Valeria, Cheng, Yu-Ching, Choi, Seung Hoan, Chowhan, Ayesha, Cullell, Natalia, Dartigues, Jean-François, Delavaran, Hossein, Delgado, Pilar, Dörr, Marcus, Engström, Gunnar, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Heitsch, Laura, Hozawa, Atsushi, Ibanez, Laura, Ilinca, Andreea, Ingelsson, Martin, Iwasaki, Motoki, Jackson, Rebecca D, Jood, Katarina, Jousilahti, Pekka, Kaffashian, Sara, Kalra, Lalit, Kamouchi, Masahiro, Kitazono, Takanari, Kjartansson, Olafur, Kloss, Manja, Koudstaal, Peter J, Krupinski, Jerzy, Labovitz, Daniel L, Laurie, Cathy C, Levi, Christopher R, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Lioutas, Vasileios, Liu, Yong Mei, Lopez, Oscar L, Makoto, Hirata, Martinez-Majander, Nicolas, Matsuda, Koichi, Minegishi, Naoko, Montaner, Joan, Morris, Andrew P, Muiño, Elena, Müller-Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Peddareddygari, Leema Reddy, Pedersen, Nancy L, Pera, Joanna, Perola, Markus, Pezzini, Alessandro, Pileggi, Silvana, Rabionet, Raquel, Riba-Llena, Iolanda, Ribasés, Marta, Romero, Jose R, Roquer, Jaume, Rudd, Anthony G, Sarin, Antti-Pekka, Sarju, Ralhan, Sarnowski, Chloe, Sasaki, Makoto, Satizabal, Claudia L, Satoh, Mamoru, Sattar, Naveed, Sawada, Norie, Sibolt, Gerli, Sigurdsson, Ásgeir, Smith, Albert, Sobue, Kenji, Soriano-Tárraga, Carolina, Stanne, Tara, Stine, O Colin, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Tanno, Kozo, Teumer, Alexander, Tomppo, Liisa, Torres-Aguila, Nuria P, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Völzke, Henry, Wakai, Kenji, Weir, David, Williams, Stephen R, Wolfe, Charles DA, Wong, Quenna, Xu, Huichun, Yamaji, Taiki, Sanghera, Dharambir K, Melander, Olle, Jern, Christina, Strbian, Daniel, Fernandez-Cadenas, Israel, Longstreth, W T, Jr, Rolfs, Arndt, Hata, Jun, Woo, Daniel, Rosand, Jonathan, Pare, Guillaume, Hopewell, Jemma C, Saleheen, Danish, Stefansson, Kari, Worrall, Bradford B, Kittner, Steven J, Seshadri, Sudha, Fornage, Myriam, Markus, Hugh S, Howson, Joanna MM, Kamatani, Yoichiro, Debette, Stephanie, and Dichgans, Martin

Published
2019
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22. Scaling behaviors of deep learning and linear algorithms for the prediction of stroke severity

Author

Bourached, Anthony, primary, Bonkhoff, Anna K., additional, Schirmer, Markus D., additional, Regenhardt, Robert W., additional, Bretzner, Martin, additional, Hong, Sungmin, additional, Dalca, Adrian V., additional, Giese, Anne-Katrin, additional, Winzeck, Stefan, additional, Jern, Christina, additional, Lindgren, Arne G., additional, Maguire, Jane, additional, Wu, Ona, additional, Rhee, John, additional, Kimchi, Eyal Y., additional, and Rost, Natalia S., additional

Published
2022
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24. Design and rationale for examining neuroimaging genetics in ischemic stroke: The MRI-GENIE study

Author

Giese, Anne-Katrin, Schirmer, Markus D., Donahue, Kathleen L., Cloonan, Lisa, Irie, Robert, Winzeck, Stefan, Bouts, Mark J.R.J., McIntosh, Elissa C., Mocking, Steven J., Dalca, Adrian V., Sridharan, Ramesh, Xu, Huichun, Frid, Petrea, Giralt-Steinhauer, Eva, Holmegaard, Lukas, Roquer, Jaume, Wasselius, Johan, Cole, John W., McArdle, Patrick F., Broderick, Joseph P., Jimenez-Conde, Jordi, Jern, Christina, Kissela, Brett M., Kleindorfer, Dawn O., Lemmens, Robin, Lindgren, Arne, Meschia, James F., Rundek, Tatjana, Sacco, Ralph L., Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Thijs, Vincent, Woo, Daniel, Worrall, Bradford B., Kittner, Steven J., Mitchell, Braxton D., Rosand, Jonathan, Golland, Polina, Wu, Ona, and Rost, Natalia S.

Published
2017
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27. Publisher Correction: Multiancestry genome-wide association study of 520,000 subjects identifies 32 loci associated with stroke and stroke subtypes

Author

Malik, Rainer, Chauhan, Ganesh, Traylor, Matthew, Sargurupremraj, Muralidharan, Okada, Yukinori, Mishra, Aniket, Rutten-Jacobs, Loes, Giese, Anne-Katrin, van der Laan, Sander W., Gretarsdottir, Solveig, Anderson, Christopher D., Chong, Michael, Adams, Hieab H. H., Ago, Tetsuro, Almgren, Peter, Amouyel, Philippe, Ay, Hakan, Bartz, Traci M., Benavente, Oscar R., Bevan, Steve, Boncoraglio, Giorgio B., Brown, Jr, Robert D., Butterworth, Adam S., Carrera, Caty, Carty, Cara L., Chasman, Daniel I., Chen, Wei-Min, Cole, John W., Correa, Adolfo, Cotlarciuc, Ioana, Cruchaga, Carlos, Danesh, John, de Bakker, Paul I. W., DeStefano, Anita L., den Hoed, Marcel, Duan, Qing, Engelter, Stefan T., Falcone, Guido J., Gottesman, Rebecca F., Grewal, Raji P., Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeffrey, Harris, Tamara B., Hassan, Ahamad, Havulinna, Aki S., Heckbert, Susan R., Holliday, Elizabeth G., Howard, George, Hsu, Fang-Chi, Hyacinth, Hyacinth I., Ikram, M. Arfan, Ingelsson, Erik, Irvin, Marguerite R., Jian, Xueqiu, Jiménez-Conde, Jordi, Johnson, Julie A., Jukema, J. Wouter, Kanai, Masahiro, Keene, Keith L., Kissela, Brett M., Kleindorfer, Dawn O., Kooperberg, Charles, Kubo, Michiaki, Lange, Leslie A., Langefeld, Carl D., Langenberg, Claudia, Launer, Lenore J., Lee, Jin-Moo, Lemmens, Robin, Leys, Didier, Lewis, Cathryn M., Lin, Wei-Yu, Lindgren, Arne G., Lorentzen, Erik, Magnusson, Patrik K., Maguire, Jane, Manichaikul, Ani, McArdle, Patrick F., Meschia, James F., Mitchell, Braxton D., Mosley, Thomas H., Nalls, Michael A., Ninomiya, Toshiharu, O’Donnell, Martin J., Psaty, Bruce M., Pulit, Sara L., Rannikmäe, Kristiina, Reiner, Alexander P., Rexrode, Kathryn M., Rice, Kenneth, Rich, Stephen S., Ridker, Paul M., Rost, Natalia S., Rothwell, Peter M., Rotter, Jerome I., Rundek, Tatjana, Sacco, Ralph L., Sakaue, Saori, Sale, Michele M., Salomaa, Veikko, Sapkota, Bishwa R., Schmidt, Reinhold, Schmidt, Carsten O., Schminke, Ulf, Sharma, Pankaj, Slowik, Agnieszka, Sudlow, Cathie L. M., Tanislav, Christian, Tatlisumak, Turgut, Taylor, Kent D., Thijs, Vincent N. S., Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tiedt, Steffen, Trompet, Stella, Tzourio, Christophe, van Duijn, Cornelia M., Walters, Matthew, Wareham, Nicholas J., Wassertheil-Smoller, Sylvia, Wilson, James G., Wiggins, Kerri L., Yang, Qiong, Yusuf, Salim, AFGen Consortium, Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium, International Genomics of Blood Pressure (iGEN-BP) Consortium, INVENT Consortium, STARNET, Bis, Joshua C., Pastinen, Tomi, Ruusalepp, Arno, Schadt, Eric E., Koplev, Simon, Björkegren, Johan L. M., Codoni, Veronica, Civelek, Mete, Smith, Nicholas L., Trégouët, David A., Christophersen, Ingrid E., Roselli, Carolina, Lubitz, Steven A., Ellinor, Patrick T., Tai, E. Shyong, Kooner, Jaspal S., Kato, Norihiro, He, Jiang, van der Harst, Pim, Elliott, Paul, Chambers, John C., Takeuchi, Fumihiko, Johnson, Andrew D., BioBank Japan Cooperative Hospital Group, COMPASS Consortium, EPIC-CVD Consortium, EPIC-InterAct Consortium, International Stroke Genetics Consortium (ISGC), METASTROKE Consortium, Neurology Working Group of the CHARGE Consortium, NINDS Stroke Genetics Network (SiGN), UK Young Lacunar DNA Study, MEGASTROKE Consortium, Sanghera, Dharambir K., Melander, Olle, Jern, Christina, Strbian, Daniel, Fernandez-Cadenas, Israel, Longstreth, Jr, W. T., Rolfs, Arndt, Hata, Jun, Woo, Daniel, Rosand, Jonathan, Pare, Guillaume, Hopewell, Jemma C., Saleheen, Danish, Stefansson, Kari, Worrall, Bradford B., Kittner, Steven J., Seshadri, Sudha, Fornage, Myriam, Markus, Hugh S., Howson, Joanna M. M., Kamatani, Yoichiro, Debette, Stephanie, and Dichgans, Martin

Published
2019
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29. Deep profiling of multiple ischemic lesions in a large, multi-center cohort: Frequency, spatial distribution, and associations to clinical characteristics

Author

Bonkhoff, Anna K., primary, Ullberg, Teresa, additional, Bretzner, Martin, additional, Hong, Sungmin, additional, Schirmer, Markus D., additional, Regenhardt, Robert W., additional, Donahue, Kathleen L., additional, Nardin, Marco J., additional, Dalca, Adrian V., additional, Giese, Anne-Katrin, additional, Etherton, Mark R., additional, Hancock, Brandon L., additional, Mocking, Steven J. T., additional, McIntosh, Elissa C., additional, Attia, John, additional, Cole, John W., additional, Donatti, Amanda, additional, Griessenauer, Christoph J., additional, Heitsch, Laura, additional, Holmegaard, Lukas, additional, Jood, Katarina, additional, Jimenez-Conde, Jordi, additional, Kittner, Steven J., additional, Lemmens, Robin, additional, Levi, Christopher R., additional, McDonough, Caitrin W., additional, Meschia, James F., additional, Phuah, Chia-Ling, additional, Ropele, Stefan, additional, Rosand, Jonathan, additional, Roquer, Jaume, additional, Rundek, Tatjana, additional, Sacco, Ralph L., additional, Schmidt, Reinhold, additional, Sharma, Pankaj, additional, Slowik, Agnieszka, additional, Sousa, Alessandro, additional, Stanne, Tara M., additional, Strbian, Daniel, additional, Tatlisumak, Turgut, additional, Thijs, Vincent, additional, Vagal, Achala, additional, Woo, Daniel, additional, Zand, Ramin, additional, McArdle, Patrick F., additional, Worrall, Bradford B., additional, Jern, Christina, additional, Lindgren, Arne G., additional, Maguire, Jane, additional, Wu, Ona, additional, Frid, Petrea, additional, Rost, Natalia S., additional, and Wasselius, Johan, additional

Published
2022
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30. The relevance of rich club regions for functional outcome post-stroke is enhanced in women

Author

Bonkhoff, Anna, primary, Schirmer, Markus, additional, Bretzner, Martin, additional, Hong, Sungmin, additional, Regenhardt, Robert, additional, Donahue, Kathleen, additional, Nardin, Marco, additional, Dalca, Adrian, additional, Giese, Anne-Katrin, additional, Etherton, Mark, additional, Hancock, Brandon, additional, Mocking, Steven, additional, McIntosh, Elissa, additional, Attia, John, additional, Cole, John, additional, Donatti, Amanda, additional, Griessenaur, Christoph, additional, Heitsch, Laura, additional, Holmegaard, Lukas, additional, Jood, Katharina, additional, Jimenez-Conde, Jordi, additional, Kittner, Steven, additional, Lemmens, Robin, additional, Levi, Christopher, additional, McDonough, Caitrin, additional, Meschia, James, additional, Phuah, Chia-Ling, additional, Ropele, Stefan, additional, Rosand, Jonathan, additional, Roquer, Jaume, additional, Rundek, Tatjana, additional, Sacco, Ralph, additional, Schmidt, Reinhold, additional, Sharma, Pankaj, additional, Slowik, Agnieszka, additional, Sousa, Alessandro, additional, Stanne, Tara, additional, Strbian, Daniel, additional, Tatlisumak, Turgut, additional, Thijs, Vincent, additional, Vagal, Achala, additional, Wasselius, Johan, additional, Woo, Daniel, additional, Zand, Ramin, additional, McArdle, Patrick, additional, Worrall, Bradford, additional, Jern, Christina, additional, Lindgren, Arne, additional, Maguire, Jane, additional, Wu, Ona, additional, and Rost, Natalia, additional

Published
2022
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31. Sex-specific lesion pattern of functional outcomes after stroke

Author

Bonkhoff, Anna K., Bretzner, Martin, Hong, Sungmin, Schirmer, Markus D., Cohen, Alexander, Regenhardt, Robert W., Donahue, Kathleen L., Nardin, Marco J., Dalca, Adrian Vasile, Giese, Anne-Katrin, Etherton, Mark R., Hancock, Brandon L., Mocking, Steven J. T., McIntosh, Elissa C., Attia, John, Benavente, Oscar R., Bevan, Stephen, Cole, John W., Donatti, Amanda, Griessenauer, Christoph J., Heitsch, Laura, Holmegaard, Lukas, Jood, Katarina, Jimenez-Conde, Jordi, Kittner, Steven J., Lemmens, Robin, Levi, Christopher R., McDonough, Caitrin W., Meschia, James F., Phuah, Chia-Ling, Rolfs, Arndt, Ropele, Stefan, Rosand, Jonathan, Roquer, Jaume, Rundek, Tatjana, Sacco, Ralph L., Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Söderholm, Martin, Sousa, Alessandro, Stanne, Tara M., Strbian, Daniel, Tatlisumak, Turgut, Thijs, Vincent, Vagal, Achala, Wasselius, Johan, Woo, Daniel, Zand, Ramin, McArdle, Patrick F., Worrall, Bradford B., Jern, Christina, Lindgren, Arne G., Maguire, Jane, Fox, Michael D., Bzdok, Danilo, Wu, Ona, Rost, Natalia S., Universitat Autònoma de Barcelona, Neurologian yksikkö, and HUS Neurocenter

Subjects
sex differences, Science & Technology, AREA, General Engineering, 3112 Neurosciences, Clinical Neurology, Neurosciences, lesion patterns, 3124 Neurology and psychiatry, functional outcomes, Bayesian hierarchical modelling, Neurosciences & Neurology, HUMAN CEREBRAL-CORTEX, Life Sciences & Biomedicine, acute ischaemic stroke
Abstract

Relying on neuroimaging and clinical data of 822 acute stroke patients, Bonkhoff et al. report substantially more detrimental effects of lesions in left-hemispheric posterior circulation regions on functional outcomes in women compared to men. These findings may motivate a sex-specific clinical stroke management to improve outcomes in the longer term. Stroke represents a considerable burden of disease for both men and women. However, a growing body of literature suggests clinically relevant sex differences in the underlying causes, presentations and outcomes of acute ischaemic stroke. In a recent study, we reported sex divergences in lesion topographies: specific to women, acute stroke severity was linked to lesions in the left-hemispheric posterior circulation. We here determined whether these sex-specific brain manifestations also affect long-term outcomes. We relied on 822 acute ischaemic patients [age: 64.7 (15.0) years, 39% women] originating from the multi-centre MRI-GENIE study to model unfavourable outcomes (modified Rankin Scale >2) based on acute neuroimaging data in a Bayesian hierarchical framework. Lesions encompassing bilateral subcortical nuclei and left-lateralized regions in proximity to the insula explained outcomes across men and women (area under the curve = 0.81). A pattern of left-hemispheric posterior circulation brain regions, combining left hippocampus, precuneus, fusiform and lingual gyrus, occipital pole and latero-occipital cortex, showed a substantially higher relevance in explaining functional outcomes in women compared to men [mean difference of Bayesian posterior distributions (men - women) = -0.295 (90% highest posterior density interval = -0.556 to -0.068)]. Once validated in prospective studies, our findings may motivate a sex-specific approach to clinical stroke management and hold the promise of enhancing outcomes on a population level.

Published
2022

32. Stroke genetics informs drug discovery and risk prediction across ancestries

Author

Mishra, Aniket, Malik, Rainer, Hachiya, Tsuyoshi, Jurgenson, Tuuli, Namba, Shinichi, Posner, Daniel C, Kamanu, Frederick K, Koido, Masaru, Le Grand, Quentin, Shi, Mingyang, He, Yunye, Georgakis, Marios K, Caro, Ilana, Krebs, Kristi, Liaw, Yi-Ching, Vaura, Felix C, Lin, Kuang, Winsvold, Bendik Slagsvold, Srinivasasainagendra, Vinodh, Parodi, Livia, Bae, Hee-Joon, Chauhan, Ganesh, Chong, Michael R, Tomppo, Liisa, Akinyemi, Rufus, Roshchupkin, Gennady V, Habib, Naomi, Jee, Yon Ho, Thomassen, Jesper Qvist, Abedi, Vida, Carcel-Marquez, Jara, Nygaard, Marianne, Leonard, Hampton L, Yang, Chaojie, Yonova-Doing, Ekaterina, Knol, Maria J, Lewis, Adam J, Judy, Renae L, Ago, Tetsuro, Amouyel, Philippe, Armstrong, Nicole D, Bakker, Mark K, Bartz, Traci M, Bennett, David A, Bis, Joshua C, Bordes, Constance, Borte, Sigrid, Cain, Anael, Ridker, Paul M, Cho, Kelly, Chen, Zhengming, Cruchaga, Carlos, Cole, John W, de Jager, Phil L, de Cid, Rafael, Endres, Matthias, Ferreira, Leslie E, Geerlings, Mirjam I, Gasca, Natalie C, Gudnason, Vilmundur, Hata, Jun, He, Jing, Heath, Alicia K, Ho, Yuk-Lam, Havulinna, Aki S, Hopewell, Jemma C, Hyacinth, Hyacinth I, Inouye, Michael, Jacob, Mina A, Jeon, Christina E, Jern, Christina, Kamouchi, Masahiro, Keene, Keith L, Kitazono, Takanari, Kittner, Steven J, Konuma, Takahiro, Kumar, Amit, Lacaze, Paul, Launer, Lenore J, Lee, Keon-Joo, Lepik, Kaido, Li, Jiang, Li, Liming, Manichaikul, Ani, Markus, Hugh S, Marston, Nicholas A, Meitinger, Thomas, Mitchell, Braxton D, Montellano, Felipe A, Morisaki, Takayuki, Mosley, Thomas H, Nalls, Mike A, Nordestgaard, Borge G, O'Donnell, Martin J, Okada, Yukinori, Onland-Moret, N Charlotte, Ovbiagele, Bruce, Peters, Annette, Psaty, Bruce M, Rich, Stephen S, Rosand, Jonathan, Sabatine, Marc S, Sacco, Ralph L, Saleheen, Danish, Sandset, Else Charlotte, Salomaa, Veikko, Sargurupremraj, Muralidharan, Sasaki, Makoto, Satizabal, Claudia L, Schmidt, Carsten O, Shimizu, Atsushi, Smith, Nicholas L, Sloane, Kelly L, Sutoh, Yoichi, Sun, Yan V, Tanno, Kozo, Tiedt, Steffen, Tatlisumak, Turgut, Torres-Aguila, Nuria P, Tiwari, Hemant K, Tregouet, David-Alexandre, Trompet, Stella, Tuladhar, Anil Man, Tybjaerg-Hansen, Anne, van Vugt, Marion, Vibo, Riina, Verma, Shefali S, Wiggins, Kerri L, Wennberg, Patrik, Woo, Daniel, Wilson, Peter WF, Xu, Huichun, Yang, Qiong, Yoon, Kyungheon, Lee, Jin-Moo, Cheng, Yu-Ching, Meschia, James F, Chen, Wei Min, Sale, Michele M, Zonderman, Alan B, Evans, Michele K, Wilson, James G, Correa, Adolfo, Traylor, Matthew, Lewis, Cathryn M, Carty, Cara L, Reiner, Alexander, Haessler, Jeffrey, Langefeld, Carl D, Gottesman, Rebecca F, Yaffe, Kristine, Liu, Yong Mei, Kooperberg, Charles, Lange, Leslie A, Furie, Karen L, Arnett, Donna K, Benavente, Oscar R, Grewal, Raji P, Peddareddygari, Leema Reddy, Hveem, Kristian, Lindstrom, Sara, Wang, Lu, Smith, Erin N, Gordon, William, van Hylckama Vlieg, Astrid, de Andrade, Mariza, Brody, Jennifer A, Pattee, Jack W, Brumpton, Ben M, Suchon, Pierre, Chen, Ming-Huei, Frazer, Kelly A, Turman, Constance, Germain, Marine, MacDonald, James, Braekkan, Sigrid K, Armasu, Sebastian M, Pankratz, Nathan, Jackson, Rebecca D, Nielsen, Jonas B, Giulianini, Franco, Puurunen, Marja K, Ibrahim, Manal, Heckbert, Susan R, Bammler, Theo K, McCauley, Bryan M, Taylor, Kent D, Pankow, James S, Reiner, Alexander P, Gabrielsen, Maiken E, Deleuze, Jean-Francois, O'Donnell, Chris J, Kim, Jihye, McKnight, Barbara, Kraft, Peter, Hansen, John-Bjarne, Rosendaal, Frits R, Heit, John A, Tang, Weihong, Morange, Pierre-Emmanuel, Johnson, Andrew D, Kabrhel, Christopher, van Dijk, Ewoud J, Koudstaal, Peter J, Luijckx, Gert-Jan, Nederkoorn, Paul J, van Oostenbrugge, Robert J, Visser, Marieke C, Wermer, Marieke JH, Kappelle, L Jaap, Esko, Tonu, Metspalu, Andres, Magi, Reedik, Nelis, Mari, Irvin, Marguerite R, de Leeuw, Frank-Erik, Levi, Christopher R, Maguire, Jane, Jimenez-Conde, Jordi, Sharma, Pankaj, Sudlow, Cathie LM, Rannikmae, Kristiina, Schmidt, Reinhold, Slowik, Agnieszka, Pera, Joanna, Thijs, Vincent NS, Lindgren, Arne G, Ilinca, Andreea, Melander, Olle, Engstrom, Gunnar, Rexrode, Kathryn M, Rothwell, Peter M, Stanne, Tara M, Johnson, Julie A, Danesh, John, Butterworth, Adam S, Heitsch, Laura, Boncoraglio, Giorgio B, Kubo, Michiaki, Pezzini, Alessandro, Rolfs, Arndt, Giese, Anne-Katrin, Weir, David, Ross, Owen A, Lemmons, Robin, Soderholm, Martin, Cushman, Mary, Jood, Katarina, McDonough, Caitrin W, Bell, Steven, Linkohr, Birgit, Lee, Tsong-Hai, Putaala, Jukka, Anderson, Christopher D, Lopez, Oscar L, Jian, Xueqiu, Schminke, Ulf, Cullell, Natalia, Delgado, Pilar, Ibanez, Laura, Krupinski, Jerzy, Lioutas, Vasileios, Matsuda, Koichi, Montaner, Joan, Muino, Elena, Roquer, Jaume, Sarnowski, Chloe, Sattar, Naveed, Sibolt, Gerli, Teumer, Alexander, Rutten-Jacobs, Loes, Kanai, Masahiro, Gretarsdottir, Solveig, Rost, Natalia S, Yusuf, Salim, Almgren, Peter, Ay, Hakan, Bevan, Steve, Brown, Robert D, Carrera, Caty, Buring, Julie E, Chen, Wei-Min, Cotlarciuc, Ioana, de Bakker, Paul IW, DeStefano, Anita L, den Hoed, Marcel, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gustafsson, Stefan, Hassan, Ahamad, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Ingelsson, Erik, Harris, Tamara B, Kissela, Brett M, Kleindorfer, Dawn O, Langenberg, Claudia, Lemmens, Robin, Leys, Didier, Lin, Wei-Yu, Lorentzen, Erik, Magnusson, Patrik K, McArdle, Patrick F, Pulit, Sara L, Rice, Kenneth, Sakaue, Saori, Sapkota, Bishwa R, Tanislav, Christian, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Amin, Najaf, Aparicio, Hugo J, Attia, John, Beiser, Alexa S, Berr, Claudine, Bustamante, Mariana, Caso, Valeria, Choi, Seung Hoan, Chowhan, Ayesha, Dartigues, Jean-Francois, Delavaran, Hossein, Dorr, Marcus, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Hozawa, Atsushi, Ingelsson, Martin, Iwasaki, Motoki, Kaffashian, Sara, Kalra, Lalit, Kjartansson, Olafur, Kloss, Manja, Labovitz, Daniel L, Laurie, Cathy C, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Makoto, Hirata, Minegishi, Naoko, Morris, Andrew P, Muller-Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Pedersen, Nancy L, Perola, Markus, Jousilahti, Pekka, Pileggi, Silvana, Rabionet, Raquel, Riba-Llena, Iolanda, Ribases, Marta, Romero, Jose R, Rudd, Anthony G, Sarin, Antti-Pekka, Sarju, Ralhan, Satoh, Mamoru, Sawada, Norie, Sigurdsson, Asgeir, Smith, Albert, Stine, O Colin, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Wakai, Kenji, Williams, Stephen R, Wolfe, Charles DA, Wong, Quenna, Yamaji, Taiki, Sanghera, Dharambir K, Stefansson, Kari, Martinez-Majander, Nicolas, Sobue, Kenji, Soriano-Tarraga, Carolina, Volzke, Henry, Akpa, Onoja, Sarfo, Fred S, Akpalu, Albert, Obiako, Reginald, Wahab, Kolawole, Osaigbovo, Godwin, Owolabi, Lukman, Komolafe, Morenikeji, Jenkins, Carolyn, Arulogun, Oyedunni, Ogbole, Godwin, Adeoye, Abiodun M, Akinyemi, Joshua, Agunloye, Atinuke, Fakunle, Adekunle G, Uvere, Ezinne, Olalere, Abimbola, Adebajo, Olayinka J, Chen, Junshi, Clarke, Robert, Collins, Rory, Guo, Yu, Wang, Chen, Lv, Jun, Peto, Richard, Chen, Yiping, Fairhurst-Hunter, Zammy, Hill, Michael, Pozarickij, Alfred, Schmidt, Dan, Stevens, Becky, Turnbull, Iain, Yu, Canqing, Nagai, Akiko, Murakami, Yoishinori, Shiroma, Eric J, Sigurdsson, Sigurdur, Ghanbari, Mohsen, Boerwinkle, Eric, Fongang, Bernard, Wang, Ruiqi, Ikram, Mohammad K, Volker, Uwe, de Laat, Karlijn F, van Norden, Anouk GW, de Kort, Paul L, Vermeer, Sarah E, Brouwers, Paul JAM, Gons, Rob AR, den Heijer, Tom, van Dijk, Gert W, van Rooij, Frank GW, Aamodt, Anne H, Skogholt, Anne H, Willer, Cristen J, Heuch, Ingrid, Hagen, Knut, Fritsche, Lars G, Pedersen, Linda M, Ellekjaer, Hanne, Zhou, Wei, Martinsen, Amy E, Kristoffersen, Espen S, Thomas, Laurent F, Kleinschnitz, Christoph, Frantz, Stefan, Ungethum, Kathrin, Gallego-Fabrega, Cristina, Lledos, Miquel, Llucia-Carol, Laia, Sobrino, Tomas, Campos, Francisco, Castillo, Jose, Freijo, Marimar, Arenillas, Juan Francisco, Obach, Victor, Alvarez-Sabin, Jose, Molina, Carlos A, Ribo, Marc, Munoz-Narbona, Lucia, Lopez-Cancio, Elena, Millan, Monica, Diaz-Navarro, Rosa, Vives-Bauza, Cristofol, Serrano-Heras, Gemma, Segura, Tomas, Dhar, Rajat, Delgado-Mederos, Raquel, Prats-Sanchez, Luis, Camps-Renom, Pol, Blay, Natalia, Sumoy, Lauro, Marti-Fabregas, Joan, Schnohr, Peter, Jensen, Gorm B, Benn, Marianne, Afzal, Shoaib, Kamstrup, Pia R, van Setten, Jessica, van der Laan, Sander W, Vonk, Jet MJ, Kim, Bong-Jo, Curtze, Sami, Tiainen, Marjaana, Kinnunen, Janne, Menon, Vilas, Sung, Yun Ju, Yang, Chengran, Saillour-Glenisson, Florence, Gravel, Simon, Millwood, Iona Y, Gieger, Christian, Ninomiya, Toshiharu, Grabe, Hans J, Jukema, J Wouter, Rissanen, Ina L, Strbian, Daniel, Kim, Young Jin, Chen, Pei-Hsin, Mayerhofer, Ernst, Howson, Joanna MM, Adams, Hieab, Wassertheil-Smoller, Sylvia, Christensen, Kaare, Ikram, Mohammad A, Rundek, Tatjana, Worrall, Bradford B, Lathrop, G Mark, Riaz, Moeen, Simonsick, Eleanor M, Korv, Janika, Franca, Paulo HC, Zand, Ramin, Prasad, Kameshwar, Frikke-Schmidt, Ruth, Liman, Thomas, Haeusler, Karl Georg, Ruigrok, Ynte M, Heuschmann, Peter Ulrich, Longstreth, WT, Jung, Keum Ji, Bastarache, Lisa, Pare, Guillaume, Damrauer, Scott M, Chasman, Daniel I, Rotter, Jerome I, Zwart, John-Anker, Niiranen, Teemu J, Fornage, Myriam, Liaw, Yung-Po, Seshadri, Sudha, Fernandez-Cadenas, Israel, Walters, Robin G, Ruff, Christian T, Owolabi, Mayowa O, Huffman, Jennifer E, Milani, Lili, Kamatani, Yoichiro, Dichgans, Martin, Debette, Stephanie, Mishra, Aniket, Malik, Rainer, Hachiya, Tsuyoshi, Jurgenson, Tuuli, Namba, Shinichi, Posner, Daniel C, Kamanu, Frederick K, Koido, Masaru, Le Grand, Quentin, Shi, Mingyang, He, Yunye, Georgakis, Marios K, Caro, Ilana, Krebs, Kristi, Liaw, Yi-Ching, Vaura, Felix C, Lin, Kuang, Winsvold, Bendik Slagsvold, Srinivasasainagendra, Vinodh, Parodi, Livia, Bae, Hee-Joon, Chauhan, Ganesh, Chong, Michael R, Tomppo, Liisa, Akinyemi, Rufus, Roshchupkin, Gennady V, Habib, Naomi, Jee, Yon Ho, Thomassen, Jesper Qvist, Abedi, Vida, Carcel-Marquez, Jara, Nygaard, Marianne, Leonard, Hampton L, Yang, Chaojie, Yonova-Doing, Ekaterina, Knol, Maria J, Lewis, Adam J, Judy, Renae L, Ago, Tetsuro, Amouyel, Philippe, Armstrong, Nicole D, Bakker, Mark K, Bartz, Traci M, Bennett, David A, Bis, Joshua C, Bordes, Constance, Borte, Sigrid, Cain, Anael, Ridker, Paul M, Cho, Kelly, Chen, Zhengming, Cruchaga, Carlos, Cole, John W, de Jager, Phil L, de Cid, Rafael, Endres, Matthias, Ferreira, Leslie E, Geerlings, Mirjam I, Gasca, Natalie C, Gudnason, Vilmundur, Hata, Jun, He, Jing, Heath, Alicia K, Ho, Yuk-Lam, Havulinna, Aki S, Hopewell, Jemma C, Hyacinth, Hyacinth I, Inouye, Michael, Jacob, Mina A, Jeon, Christina E, Jern, Christina, Kamouchi, Masahiro, Keene, Keith L, Kitazono, Takanari, Kittner, Steven J, Konuma, Takahiro, Kumar, Amit, Lacaze, Paul, Launer, Lenore J, Lee, Keon-Joo, Lepik, Kaido, Li, Jiang, Li, Liming, Manichaikul, Ani, Markus, Hugh S, Marston, Nicholas A, Meitinger, Thomas, Mitchell, Braxton D, Montellano, Felipe A, Morisaki, Takayuki, Mosley, Thomas H, Nalls, Mike A, Nordestgaard, Borge G, O'Donnell, Martin J, Okada, Yukinori, Onland-Moret, N Charlotte, Ovbiagele, Bruce, Peters, Annette, Psaty, Bruce M, Rich, Stephen S, Rosand, Jonathan, Sabatine, Marc S, Sacco, Ralph L, Saleheen, Danish, Sandset, Else Charlotte, Salomaa, Veikko, Sargurupremraj, Muralidharan, Sasaki, Makoto, Satizabal, Claudia L, Schmidt, Carsten O, Shimizu, Atsushi, Smith, Nicholas L, Sloane, Kelly L, Sutoh, Yoichi, Sun, Yan V, Tanno, Kozo, Tiedt, Steffen, Tatlisumak, Turgut, Torres-Aguila, Nuria P, Tiwari, Hemant K, Tregouet, David-Alexandre, Trompet, Stella, Tuladhar, Anil Man, Tybjaerg-Hansen, Anne, van Vugt, Marion, Vibo, Riina, Verma, Shefali S, Wiggins, Kerri L, Wennberg, Patrik, Woo, Daniel, Wilson, Peter WF, Xu, Huichun, Yang, Qiong, Yoon, Kyungheon, Lee, Jin-Moo, Cheng, Yu-Ching, Meschia, James F, Chen, Wei Min, Sale, Michele M, Zonderman, Alan B, Evans, Michele K, Wilson, James G, Correa, Adolfo, Traylor, Matthew, Lewis, Cathryn M, Carty, Cara L, Reiner, Alexander, Haessler, Jeffrey, Langefeld, Carl D, Gottesman, Rebecca F, Yaffe, Kristine, Liu, Yong Mei, Kooperberg, Charles, Lange, Leslie A, Furie, Karen L, Arnett, Donna K, Benavente, Oscar R, Grewal, Raji P, Peddareddygari, Leema Reddy, Hveem, Kristian, Lindstrom, Sara, Wang, Lu, Smith, Erin N, Gordon, William, van Hylckama Vlieg, Astrid, de Andrade, Mariza, Brody, Jennifer A, Pattee, Jack W, Brumpton, Ben M, Suchon, Pierre, Chen, Ming-Huei, Frazer, Kelly A, Turman, Constance, Germain, Marine, MacDonald, James, Braekkan, Sigrid K, Armasu, Sebastian M, Pankratz, Nathan, Jackson, Rebecca D, Nielsen, Jonas B, Giulianini, Franco, Puurunen, Marja K, Ibrahim, Manal, Heckbert, Susan R, Bammler, Theo K, McCauley, Bryan M, Taylor, Kent D, Pankow, James S, Reiner, Alexander P, Gabrielsen, Maiken E, Deleuze, Jean-Francois, O'Donnell, Chris J, Kim, Jihye, McKnight, Barbara, Kraft, Peter, Hansen, John-Bjarne, Rosendaal, Frits R, Heit, John A, Tang, Weihong, Morange, Pierre-Emmanuel, Johnson, Andrew D, Kabrhel, Christopher, van Dijk, Ewoud J, Koudstaal, Peter J, Luijckx, Gert-Jan, Nederkoorn, Paul J, van Oostenbrugge, Robert J, Visser, Marieke C, Wermer, Marieke JH, Kappelle, L Jaap, Esko, Tonu, Metspalu, Andres, Magi, Reedik, Nelis, Mari, Irvin, Marguerite R, de Leeuw, Frank-Erik, Levi, Christopher R, Maguire, Jane, Jimenez-Conde, Jordi, Sharma, Pankaj, Sudlow, Cathie LM, Rannikmae, Kristiina, Schmidt, Reinhold, Slowik, Agnieszka, Pera, Joanna, Thijs, Vincent NS, Lindgren, Arne G, Ilinca, Andreea, Melander, Olle, Engstrom, Gunnar, Rexrode, Kathryn M, Rothwell, Peter M, Stanne, Tara M, Johnson, Julie A, Danesh, John, Butterworth, Adam S, Heitsch, Laura, Boncoraglio, Giorgio B, Kubo, Michiaki, Pezzini, Alessandro, Rolfs, Arndt, Giese, Anne-Katrin, Weir, David, Ross, Owen A, Lemmons, Robin, Soderholm, Martin, Cushman, Mary, Jood, Katarina, McDonough, Caitrin W, Bell, Steven, Linkohr, Birgit, Lee, Tsong-Hai, Putaala, Jukka, Anderson, Christopher D, Lopez, Oscar L, Jian, Xueqiu, Schminke, Ulf, Cullell, Natalia, Delgado, Pilar, Ibanez, Laura, Krupinski, Jerzy, Lioutas, Vasileios, Matsuda, Koichi, Montaner, Joan, Muino, Elena, Roquer, Jaume, Sarnowski, Chloe, Sattar, Naveed, Sibolt, Gerli, Teumer, Alexander, Rutten-Jacobs, Loes, Kanai, Masahiro, Gretarsdottir, Solveig, Rost, Natalia S, Yusuf, Salim, Almgren, Peter, Ay, Hakan, Bevan, Steve, Brown, Robert D, Carrera, Caty, Buring, Julie E, Chen, Wei-Min, Cotlarciuc, Ioana, de Bakker, Paul IW, DeStefano, Anita L, den Hoed, Marcel, Duan, Qing, Engelter, Stefan T, Falcone, Guido J, Gustafsson, Stefan, Hassan, Ahamad, Holliday, Elizabeth G, Howard, George, Hsu, Fang-Chi, Ingelsson, Erik, Harris, Tamara B, Kissela, Brett M, Kleindorfer, Dawn O, Langenberg, Claudia, Lemmens, Robin, Leys, Didier, Lin, Wei-Yu, Lorentzen, Erik, Magnusson, Patrik K, McArdle, Patrick F, Pulit, Sara L, Rice, Kenneth, Sakaue, Saori, Sapkota, Bishwa R, Tanislav, Christian, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tzourio, Christophe, van Duijn, Cornelia M, Walters, Matthew, Wareham, Nicholas J, Amin, Najaf, Aparicio, Hugo J, Attia, John, Beiser, Alexa S, Berr, Claudine, Bustamante, Mariana, Caso, Valeria, Choi, Seung Hoan, Chowhan, Ayesha, Dartigues, Jean-Francois, Delavaran, Hossein, Dorr, Marcus, Ford, Ian, Gurpreet, Wander S, Hamsten, Anders, Hozawa, Atsushi, Ingelsson, Martin, Iwasaki, Motoki, Kaffashian, Sara, Kalra, Lalit, Kjartansson, Olafur, Kloss, Manja, Labovitz, Daniel L, Laurie, Cathy C, Li, Linxin, Lind, Lars, Lindgren, Cecilia M, Makoto, Hirata, Minegishi, Naoko, Morris, Andrew P, Muller-Nurasyid, Martina, Norrving, Bo, Ogishima, Soichi, Parati, Eugenio A, Pedersen, Nancy L, Perola, Markus, Jousilahti, Pekka, Pileggi, Silvana, Rabionet, Raquel, Riba-Llena, Iolanda, Ribases, Marta, Romero, Jose R, Rudd, Anthony G, Sarin, Antti-Pekka, Sarju, Ralhan, Satoh, Mamoru, Sawada, Norie, Sigurdsson, Asgeir, Smith, Albert, Stine, O Colin, Stott, David J, Strauch, Konstantin, Takai, Takako, Tanaka, Hideo, Touze, Emmanuel, Tsugane, Shoichiro, Uitterlinden, Andre G, Valdimarsson, Einar M, van der Lee, Sven J, Wakai, Kenji, Williams, Stephen R, Wolfe, Charles DA, Wong, Quenna, Yamaji, Taiki, Sanghera, Dharambir K, Stefansson, Kari, Martinez-Majander, Nicolas, Sobue, Kenji, Soriano-Tarraga, Carolina, Volzke, Henry, Akpa, Onoja, Sarfo, Fred S, Akpalu, Albert, Obiako, Reginald, Wahab, Kolawole, Osaigbovo, Godwin, Owolabi, Lukman, Komolafe, Morenikeji, Jenkins, Carolyn, Arulogun, Oyedunni, Ogbole, Godwin, Adeoye, Abiodun M, Akinyemi, Joshua, Agunloye, Atinuke, Fakunle, Adekunle G, Uvere, Ezinne, Olalere, Abimbola, Adebajo, Olayinka J, Chen, Junshi, Clarke, Robert, Collins, Rory, Guo, Yu, Wang, Chen, Lv, Jun, Peto, Richard, Chen, Yiping, Fairhurst-Hunter, Zammy, Hill, Michael, Pozarickij, Alfred, Schmidt, Dan, Stevens, Becky, Turnbull, Iain, Yu, Canqing, Nagai, Akiko, Murakami, Yoishinori, Shiroma, Eric J, Sigurdsson, Sigurdur, Ghanbari, Mohsen, Boerwinkle, Eric, Fongang, Bernard, Wang, Ruiqi, Ikram, Mohammad K, Volker, Uwe, de Laat, Karlijn F, van Norden, Anouk GW, de Kort, Paul L, Vermeer, Sarah E, Brouwers, Paul JAM, Gons, Rob AR, den Heijer, Tom, van Dijk, Gert W, van Rooij, Frank GW, Aamodt, Anne H, Skogholt, Anne H, Willer, Cristen J, Heuch, Ingrid, Hagen, Knut, Fritsche, Lars G, Pedersen, Linda M, Ellekjaer, Hanne, Zhou, Wei, Martinsen, Amy E, Kristoffersen, Espen S, Thomas, Laurent F, Kleinschnitz, Christoph, Frantz, Stefan, Ungethum, Kathrin, Gallego-Fabrega, Cristina, Lledos, Miquel, Llucia-Carol, Laia, Sobrino, Tomas, Campos, Francisco, Castillo, Jose, Freijo, Marimar, Arenillas, Juan Francisco, Obach, Victor, Alvarez-Sabin, Jose, Molina, Carlos A, Ribo, Marc, Munoz-Narbona, Lucia, Lopez-Cancio, Elena, Millan, Monica, Diaz-Navarro, Rosa, Vives-Bauza, Cristofol, Serrano-Heras, Gemma, Segura, Tomas, Dhar, Rajat, Delgado-Mederos, Raquel, Prats-Sanchez, Luis, Camps-Renom, Pol, Blay, Natalia, Sumoy, Lauro, Marti-Fabregas, Joan, Schnohr, Peter, Jensen, Gorm B, Benn, Marianne, Afzal, Shoaib, Kamstrup, Pia R, van Setten, Jessica, van der Laan, Sander W, Vonk, Jet MJ, Kim, Bong-Jo, Curtze, Sami, Tiainen, Marjaana, Kinnunen, Janne, Menon, Vilas, Sung, Yun Ju, Yang, Chengran, Saillour-Glenisson, Florence, Gravel, Simon, Millwood, Iona Y, Gieger, Christian, Ninomiya, Toshiharu, Grabe, Hans J, Jukema, J Wouter, Rissanen, Ina L, Strbian, Daniel, Kim, Young Jin, Chen, Pei-Hsin, Mayerhofer, Ernst, Howson, Joanna MM, Adams, Hieab, Wassertheil-Smoller, Sylvia, Christensen, Kaare, Ikram, Mohammad A, Rundek, Tatjana, Worrall, Bradford B, Lathrop, G Mark, Riaz, Moeen, Simonsick, Eleanor M, Korv, Janika, Franca, Paulo HC, Zand, Ramin, Prasad, Kameshwar, Frikke-Schmidt, Ruth, Liman, Thomas, Haeusler, Karl Georg, Ruigrok, Ynte M, Heuschmann, Peter Ulrich, Longstreth, WT, Jung, Keum Ji, Bastarache, Lisa, Pare, Guillaume, Damrauer, Scott M, Chasman, Daniel I, Rotter, Jerome I, Zwart, John-Anker, Niiranen, Teemu J, Fornage, Myriam, Liaw, Yung-Po, Seshadri, Sudha, Fernandez-Cadenas, Israel, Walters, Robin G, Ruff, Christian T, Owolabi, Mayowa O, Huffman, Jennifer E, Milani, Lili, Kamatani, Yoichiro, Dichgans, Martin, and Debette, Stephanie

Abstract

Previous genome-wide association studies (GWASs) of stroke — the second leading cause of death worldwide — were conducted predominantly in populations of European ancestry1,2. Here, in cross-ancestry GWAS meta-analyses of 110,182 patients who have had a stroke (five ancestries, 33% non-European) and 1,503,898 control individuals, we identify association signals for stroke and its subtypes at 89 (61 new) independent loci: 60 in primary inverse-variance-weighted analyses and 29 in secondary meta-regression and multitrait analyses. On the basis of internal cross-ancestry validation and an independent follow-up in 89,084 additional cases of stroke (30% non-European) and 1,013,843 control individuals, 87% of the primary stroke risk loci and 60% of the secondary stroke risk loci were replicated (P < 0.05). Effect sizes were highly correlated across ancestries. Cross-ancestry fine-mapping, in silico mutagenesis analysis3, and transcriptome-wide and proteome-wide association analyses revealed putative causal genes (such as SH3PXD2A and FURIN) and variants (such as at GRK5 and NOS3). Using a three-pronged approach4, we provide genetic evidence for putative drug effects, highlighting F11, KLKB1, PROC, GP1BA, LAMC2 and VCAM1 as possible targets, with drugs already under investigation for stroke for F11 and PROC. A polygenic score integrating cross-ancestry and ancestry-specific stroke GWASs with vascular-risk factor GWASs (integrative polygenic scores) strongly predicted ischaemic stroke in populations of European, East Asian and African ancestry5. Stroke genetic risk scores were predictive of ischaemic stroke independent of clinical risk factors in 52,600 clinical-trial participants with cardiometabolic disease. Our results provide insights to inform biology, reveal potential drug targets and derive genetic risk prediction tools across ancestries.

Published
2022

35. The relevance of rich club regions for functional outcome post‐stroke is enhanced in women.

Author

Bonkhoff, Anna K., Schirmer, Markus D., Bretzner, Martin, Hong, Sungmin, Regenhardt, Robert W., Donahue, Kathleen L., Nardin, Marco J., Dalca, Adrian V., Giese, Anne‐Katrin, Etherton, Mark R., Hancock, Brandon L., Mocking, Steven J. T., McIntosh, Elissa C., Attia, John, Cole, John W., Donatti, Amanda, Griessenauer, Christoph J., Heitsch, Laura, Holmegaard, Lukas, and Jood, Katarina

Subjects
STROKE patients, SEX (Biology)
Abstract

This study aimed to investigate the influence of stroke lesions in predefined highly interconnected (rich‐club) brain regions on functional outcome post‐stroke, determine their spatial specificity and explore the effects of biological sex on their relevance. We analyzed MRI data recorded at index stroke and ~3‐months modified Rankin Scale (mRS) data from patients with acute ischemic stroke enrolled in the multisite MRI‐GENIE study. Spatially normalized structural stroke lesions were parcellated into 108 atlas‐defined bilateral (sub)cortical brain regions. Unfavorable outcome (mRS > 2) was modeled in a Bayesian logistic regression framework. Effects of individual brain regions were captured as two compound effects for (i) six bilateral rich club and (ii) all further non‐rich club regions. In spatial specificity analyses, we randomized the split into "rich club" and "non‐rich club" regions and compared the effect of the actual rich club regions to the distribution of effects from 1000 combinations of six random regions. In sex‐specific analyses, we introduced an additional hierarchical level in our model structure to compare male and female‐specific rich club effects. A total of 822 patients (age: 64.7[15.0], 39% women) were analyzed. Rich club regions had substantial relevance in explaining unfavorable functional outcome (mean of posterior distribution: 0.08, area under the curve: 0.8). In particular, the rich club‐combination had a higher relevance than 98.4% of random constellations. Rich club regions were substantially more important in explaining long‐term outcome in women than in men. All in all, lesions in rich club regions were associated with increased odds of unfavorable outcome. These effects were spatially specific and more pronounced in women. [ABSTRACT FROM AUTHOR]

Published
2023
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37. L’âge cérébral radiomique prédit le pronostic fonctionnel après un avc ischémique.

Author

Bretzner, Martin, primary, Bonkhoff, Anna, additional, Schirmer, Markus, additional, Hong, Sungmin, additional, Dalca, Adrian, additional, Donahue, Kathleen, additional, Giese, Anne-Katrin, additional, Etherton, Mark, additional, Rist, Pamela, additional, Nardin, Marco, additional, Regenhardt, Robert, additional, Leclerc, Xavier, additional, Lopes, Renaud, additional, Gautherot, Morgan, additional, Wang, Clinton, additional, Benavente, Oscar, additional, Cole, John, additional, Donatti, Amanda, additional, Griessenauer, Christoph, additional, Heitsch, Laura, additional, Holmegaard, Lukas, additional, Jood, Katarina, additional, Conde, Jordi Jimenez, additional, Kittner, Steven, additional, Lemmens, Robin, additional, Levi, Christopher, additional, McArdle, Patrick, additional, McDonough, Caitrin, additional, Meshia, James, additional, Phuah, Chia-Ling, additional, Rolfs, Arndt, additional, Ropele, Stefan, additional, Rosand, Jonathan, additional, Roquer, Jaume, additional, Rundek, Tatjana, additional, Sacco, Ralph, additional, Schmidt, Reinhold, additional, Sharma, Pankaj, additional, Slowik, Agnieszka, additional, Sousa, Alessandro, additional, Stanne, Tara, additional, Strbian, Daniel, additional, Tatlisumak, Turgut, additional, Thijs, Vincent, additional, Vagala, Achala, additional, Wasselius, Johan, additional, Woo, Daniel, additional, Wu, Ona, additional, Zand, Ramin, additional, Worrall, Bradford, additional, Maguire, Jane, additional, Lindgren, Arne, additional, Jern, Christina, additional, Golland, Polina, additional, Kuchcinski, Gregory, additional, and Rost, Natalia, additional

Published
2022
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38. Genome-Wide Association Analysis of Young-Onset Stroke Identifies a Locus on Chromosome 10q25 Near HABP2

Author

Cheng, Yu-Ching, Stanne, Tara M., Giese, Anne-Katrin, Ho, Weang Kee, Traylor, Matthew, Amouyel, Philippe, Holliday, Elizabeth G., Malik, Rainer, Xu, Huichun, Kittner, Steven J., Cole, John W., O’Connell, Jeffrey R., Danesh, John, Rasheed, Asif, Zhao, Wei, Engelter, Stefan, Grond-Ginsbach, Caspar, Kamatani, Yoichiro, Lathrop, Mark, Leys, Didier, Thijs, Vincent, Metso, Tiina M., Tatlisumak, Turgut, Pezzini, Alessandro, Parati, Eugenio A., Norrving, Bo, Bevan, Steve, Rothwell, Peter M., Sudlow, Cathie, Slowik, Agnieszka, Lindgren, Arne, Walters, Matthew R., Jannes, Jim, Shen, Jess, Crosslin, David, Doheny, Kimberly, Laurie, Cathy C., Kanse, Sandip M., Bis, Joshua C., Fornage, Myriam, Mosley, Thomas H., Hopewell, Jemma C., Strauch, Konstantin, Müller-Nurasyid, Martina, Gieger, Christian, Waldenberger, Melanie, Peters, Annette, Meisinger, Christine, Ikram, M. Arfan, Longstreth, W.T., Jr, Meschia, James F., Seshadri, Sudha, Sharma, Pankaj, Worrall, Bradford, Jern, Christina, Levi, Christopher, Dichgans, Martin, Boncoraglio, Giorgio B., Markus, Hugh S., Debette, Stephanie, Rolfs, Arndt, Saleheen, Danish, and Mitchell, Braxton D.

Published
2016
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40. Radiomics-Derived Brain Age Predicts Functional Outcome After Acute Ischemic Stroke.

Author

Bretzner, Martin, Bonkhoff, Anna K., Schirmer, Markus D., Hong, Sungmin, Dalca, Adrian, Donahue, Kathleen, Giese, Anne-Katrin, Etherton, Mark R., Rist, Pamela M., Nardin, Marco, Regenhardt, Robert W., Leclerc, Xavier, Lopes, Renaud, Gautherot, Morgan, Wang, Clinton, Benavente, Oscar R., Cole, John W., Donatti, Amanda, Griessenauer, Christoph, and Heitsch, Laura

Published
2023
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41. Lesions in putative language and attention regions are linked to more severe strokes in patients with higher white matter hyperintensity burden

Author

Bonkhoff, Anna K, primary, Hong, Sungmin, additional, Bretzner, Martin, additional, Schirmer, Markus D, additional, Regenhardt, Robert W, additional, Arsava, Murat, additional, Donahue, Kathleen, additional, Nardin, Marco, additional, Dalca, Adrian, additional, Giese, Anne-Katrin, additional, Etherton, Mark, additional, Hancock, Brandon, additional, Mocking, Steven, additional, McIntosh, Elissa, additional, Attia, John, additional, Benavente, Oscar, additional, Cole, John W, additional, Donatti, Amanda, additional, Griessenauer, Christoph, additional, Heitsch, Laura, additional, Holmegaard, Lukas, additional, Jood, Katarina, additional, Jimenez-Conde, Jordi, additional, Kittner, Steven, additional, Lemmens, Robin, additional, Levi, Christopher, additional, McDonough, Caitrin, additional, Meschia, James, additional, Phuah, Chia-Ling, additional, Rolfs, Arndt, additional, Ropele, Stefan, additional, Rosand, Jonathan, additional, Roquer, Jaume, additional, Rundek, Tatjana, additional, Sacco, Ralph, additional, Schmidt, Reinhold, additional, Sharma, Pankaj, additional, Slowik, Agnieszka, additional, Soederholm, Martin, additional, Sousa, Alessandro, additional, Stanne, Tara, additional, Strbian, Daniel, additional, Tatlisumak, Turgut, additional, Thijs, Vincent, additional, Vagal, Achala, additional, Wasselius, Johan, additional, Woo, Daniel, additional, Zand, Ramin, additional, McArdle, Patrick, additional, Worrall, Bradford, additional, Jern, Christina, additional, Lindgren, Arne, additional, Maguire, Jane, additional, Golland, Polina, additional, Bzdok, Danilo, additional, Wu, Ona, additional, and Rost, Natalia S, additional

Published
2021
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42. Radiomics Derived Brain Age Predicts Functional Outcome After Acute Ischemic Stroke

Author

Bretzner, Martin, primary, Bonkhoff, Anna, additional, Schirmer, Markus, additional, Hong, Sungmin, additional, Dalca, Adrian, additional, Donahue, Kathleen, additional, Giese, Anne-Katrin, additional, Etherton, Mark, additional, Rist, Pamela, additional, Nardin, Marco, additional, Regenhardt, Robert, additional, Leclerc, Xavier, additional, Lopes, Renaud, additional, Gautherot, Morgan, additional, Wang, Clinton, additional, Benavente, Oscar, additional, Cole, John, additional, Donatti, Amanda, additional, Griessenauer, Christoph, additional, Heitsch, Laura, additional, Holmegaard, Lukas, additional, Jood, Katharina, additional, Jiménez-Conde, Jordi, additional, Kittner, Steven, additional, Lemmens, Robin, additional, Levi, Christopher, additional, McArdle, Patrick, additional, McDonough, Caitrin, additional, Meschia, James, additional, Phuah, Chia-Ling, additional, Rolfs, Arndt, additional, Ropele, Stefan, additional, Rosand, Jonathan, additional, Roquer, Jaume, additional, Rundek, Tatjana, additional, Sacco, Ralph, additional, Schmidt, Reinhold, additional, Sharma, Pankaj, additional, Slowik, Agnieszka, additional, Sousa, Alessandro Viana Oliveira e, additional, Stanne, Tara, additional, Strbian, Daniel, additional, Tatlisumak, Turgut, additional, Thijs, Vincent, additional, Vagal, Achala, additional, Wasselius, Johan, additional, Woo, Daniel, additional, Wu, Ona, additional, Zand, Ramin, additional, Worrall, Bradford B., additional, Maguire, Jane, additional, Lindgren, Arne, additional, Jern, Christina, additional, Golland, Polina, additional, Kuchcinski, Grégory, additional, and Rost, Natalia, additional

Published
2021
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43. Family History in Young Patients With Stroke

Author

Thijs, Vincent, Grittner, Ulrike, Dichgans, Martin, Enzinger, Christian, Fazekas, Franz, Giese, Anne-Katrin, Kessler, Christof, Kolodny, Edwin, Kropp, Peter, Martus, Peter, Norrving, Bo, Ringelstein, Erich Bernd, Rothwell, Peter M., Schmidt, Reinhold, Tanislav, Christian, Tatlisumak, Turgut, von Sarnowski, Bettina, and Rolfs, Arndt

Published
2015
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44. Brain Magnetic Resonance Imaging Findings Fail to Suspect Fabry Disease in Young Patients With an Acute Cerebrovascular Event

Author

Fazekas, Franz, Enzinger, Christian, Schmidt, Reinhold, Grittner, Ulrike, Giese, Anne-Katrin, Hennerici, Michael G., Huber, Roman, Jungehulsing, Gerhard J., Kaps, Manfred, Kessler, Christof, Martus, Peter, Putaala, Jukka, Ropele, Stefan, Tanislav, Christian, Tatlisumak, Turgut, Thijs, Vincent, von Sarnowski, Bettina, Norrving, Bo, and Rolfs, Arndt

Published
2015
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45. Recommendations From the International Stroke Genetics Consortium, Part 1: Standardized Phenotypic Data Collection

Author

Majersik, Jennifer J., Cole, John W., Golledge, Jonathan, Rost, Natalia S., Chan, Yu-Feng Yvonne, Gurol, M. Edip, Lindgren, Arne G., Woo, Daniel, Fernandez-Cadenas, Israel, Chen, Donna T., Thijs, Vincent, Worrall, Bradford B., Kamal, Ayeesha, Bentley, Paul, Wardlaw, Joanna M., Ruigrok, Ynte M., Battey, Thomas W.K., Schmidt, Reinhold, Montaner, Joan, Giese, Anne-Katrin, Roquer, Jaume, Jiménez-Conde, Jordi, Lee, Chaeyoung, Ay, Hakan, Martin, Juan Jose, Rosand, Jonathan, and Maguire, Jane

Published
2015
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46. MRI Radiomic Signature of White Matter Hyperintensities Is Associated With Clinical Phenotypes

Author

Bretzner, Martin, primary, Bonkhoff, Anna K., additional, Schirmer, Markus D., additional, Hong, Sungmin, additional, Dalca, Adrian V., additional, Donahue, Kathleen L., additional, Giese, Anne-Katrin, additional, Etherton, Mark R., additional, Rist, Pamela M., additional, Nardin, Marco, additional, Marinescu, Razvan, additional, Wang, Clinton, additional, Regenhardt, Robert W., additional, Leclerc, Xavier, additional, Lopes, Renaud, additional, Benavente, Oscar R., additional, Cole, John W., additional, Donatti, Amanda, additional, Griessenauer, Christoph J., additional, Heitsch, Laura, additional, Holmegaard, Lukas, additional, Jood, Katarina, additional, Jimenez-Conde, Jordi, additional, Kittner, Steven J., additional, Lemmens, Robin, additional, Levi, Christopher R., additional, McArdle, Patrick F., additional, McDonough, Caitrin W., additional, Meschia, James F., additional, Phuah, Chia-Ling, additional, Rolfs, Arndt, additional, Ropele, Stefan, additional, Rosand, Jonathan, additional, Roquer, Jaume, additional, Rundek, Tatjana, additional, Sacco, Ralph L., additional, Schmidt, Reinhold, additional, Sharma, Pankaj, additional, Slowik, Agnieszka, additional, Sousa, Alessandro, additional, Stanne, Tara M., additional, Strbian, Daniel, additional, Tatlisumak, Turgut, additional, Thijs, Vincent, additional, Vagal, Achala, additional, Wasselius, Johan, additional, Woo, Daniel, additional, Wu, Ona, additional, Zand, Ramin, additional, Worrall, Bradford B., additional, Maguire, Jane M., additional, Lindgren, Arne, additional, Jern, Christina, additional, Golland, Polina, additional, Kuchcinski, Grégory, additional, and Rost, Natalia S., additional

Published
2021
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47. Genome-wide association study of intracranial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors

Author

Bakker, Mark K., van der Spek, Rick A.A., van Rheenen, Wouter, Morel, Sandrine, Bourcier, Romain, Hostettler, Isabel C., Alg, Varinder S., van Eijk, Kristel R., Koido, Masaru, Akiyama, Masato, Terao, Chikashi, Matsuda, Koichi, Walters, Robin G., Lin, Kuang, Li, Liming, Millwood, Iona Y., Chen, Zhengming, Rouleau, Guy A., Zhou, Sirui, Rannikmäe, Kristiina, Sudlow, Cathie L.M., Houlden, Henry, van den Berg, Leonard H., Dina, Christian, Naggara, Olivier, Gentric, Jean-Christophe, Shotar, Eimad, Eugène, François, Desal, Hubert, Winsvold, Bendik S., Børte, Sigrid, Johnsen, Marianne Bakke, Brumpton, Ben M., Sandvei, Marie Søfteland, Willer, Cristen J., Hveem, Kristian, Zwart, John-Anker, Verschuren, W. M. Monique, Friedrich, Christoph M., Hirsch, Sven, Schilling, Sabine, Dauvillier, Jérôme, Martin, Olivier, Martinsen, Amy E, Aamodt, Anne Hege, Skogholt, Anne Heidi, Sandset, Else Charlotte, Kristoffersen, Espen S, Ellekjaer, Hanne, Heuch, Ingrid, Nielsen, Jonas Bille, Hagen, Knut, Fritsche, Lars, Thomas, Laurent F., Pedersen, Linda, Gabrielsen, Maiken E, Vigeland, Maria Dehli, Holmen, Oddgeir, Zhou, Wei, Chen, Junshi, Chen (PI), Zhengming, Clarke, Robert, Collins, Rory, Guo, Yu, Li (PI), Liming, Liu, Depei, Lv, Jun, Peto, Richard, Walters, Robin, Avery, Daniel, Boxall, Ruth, Bennett, Derrick, Chang, Yumei, Chen, Yiping, Du, Huaidong, Gan, Wei, Gilbert, Simon, Hacker, Alex, Hill, Michael, Holmes, Michael, Iona, Andri, Kartsonaki, Christiana, Kerosi, Rene, Kong, Ling, Lancaster, Garry, Lewington, Sarah, McDonnell, John, Millwood, Iona, Nie, Qunhua, Ryder, Paul, Sansome, Sam, Schmidt-Valle, Dan, Sherliker, Paul, Sohoni, Rajani, Stevens, Becky, Turnbull, Iain, Wang, Lin, Wright, Neil, Yang, Ling, Yang, Xiaoming, Yao, Pang, Bian, Zheng, Han, Xiao, Hou, Can, Pei, Pei, Liu, Chao, Yu, Canqing, Pang, Zengchang, Gao, Ruqin, Li, Shanpeng, Wang, Shaojie, Liu, Yongmei, Du, Ranran, Cheng, Liang, Tian, Xiaocao, Zhang, Hua, Zhai, Yaoming, Ning, Feng, Sun, Xiaohui, Li, Feifei, Lv, Silu, Wang, Junzheng, Hou, Wei, Zou, Mingyuan, Yan, Shichun, Zhou, Xue, Yu, Bo, Li, Yanjie, Xu, Qinai, Kang, Quan, Guo, Ziyan, Wang, Dan, Hu, Ximin, Chen, Jinyan, Fu, Yan, Wang, Xiaohuan, Weng, Min, Guo, Zhendong, Wu, Shukuan, Li, Yilei, Li, Huimei, Wu, Ming, Zhou, Yonglin, Zhou, Jinyi, Tao, Ran, Yang, Jie, Su, Jian, liu, Fang, Zhang, Jun, Hu, Yihe, Lu, Yan, Ma, Liangcai, Tang, Aiyu, Hua, Yujie, Jin, Jianrong, Liu, Jingchao, Tang, Zhenzhu, Chen, Naying, Huang, Ying, Li, Mingqiang, Meng, Jinhuai, Pan, Rong, Jiang, Qilian, Lan, Jian, Liu, Yun, Wei, Liuping, Zhou, Liyuan, Chen, Ningyu, Wang, Ping, Meng, Fanwen, Qin Sisi Wang, Yulu, Wu, Xianping, Zhang, Ningmei, Chen, Xiaofang, Zhou, Weiwei, Luo, Guojin, Li, Jianguo, Zhong, Xunfu, Liu, Jiaqiu, Sun, Qiang, Ge, Pengfei, Ren, Xiaolan, Dong, Caixia, Zhang, Hui, Mao, Enke, Wang, Xiaoping, Wang, Tao, Zhang, Xi, Zhou, Ding Zhang, Zhou, Gang, Feng, Shixian, Chang, Ling, Fan, Lei, Gao, Yulian, He, Tianyou, Sun, Huarong, He, Pan, Hu, Chen, Zhang, Xukui, Wu, Huifang, Yu, Min, Hu, Ruying, Wang, Hao, Gong, Weiwei, Wang, Meng, Xie, Kaixu, Chen, Lingli, Pan, Dongxia, Gu, Qijun, Huang, Yuelong, Chen, Biyun, Yin, Li, Liu, Huilin, Fu, Zhongxi, Xu, Qiaohua, Xu, Xin, Zhang, Hao, Long, Huajun, Zhang, Libo, Nagai, Akiko, Muto, Kaori, Hirata, Makoto, Morisaki, Takayuki, Yamashita, Yasushi, Kamatani, Yoichiro, Kambara, Yoko, Murakami, Yoshinori, Masumoto, Akihide, Nagayama, Satoshi, Miki, Yoshio, Yoshimori, Kozo, Fujioka, Tomoaki, Takata, Ryo, Yamaji, Ken, Takahashi, Kazuhisa, Asai, Satoshi, Takahashi, Yasuo, Minami, Shiro, Yamaguchi, Hiroki, Koretsune, Yukihiro, Nishizawa, Yasuko, Kodama, Ken, Kutsumi, Hiromu, Suzuki, Takao, Sinozaki, Nobuaki, Murayama, Shigeo, Furukawa, Yoichi, Yamanashi, Yuji, Papagiannaki, Chrisanthi, Piotin, Michel, Trystram, Denis, Edjlali-Goujon, Myriam, Boulouis, Grégoire, Rodriguez, Christine, Hassen, Waghi Ben, Saleme, Suzanna, Mounayer, Charbel, Rouchaud, Aymeric, Levrier, Olivier, Aguettaz, Pierre, Combaz, Xavier, Pasco, Anne, l’Allinec, Vincent, Bintner, Marc, Molho, Marc, Pascale, Gauthier, Chivot, Cyril, Costalat, Vincent, Darganzil, Cyril, Bonafé, Alain, Januel, Anne Christine, Michelozzi, Caterina, Cognard, Christophe, Bonneville, Fabrice, Tall, Philippe, Darcourt, Jean, Biondi, Alessandra, Iosif, Cristina, Ferre, Jean Christophe, Gauvrit, Jean Yves, Eugene, François, Raoult, Hélène, Gentric, Jean Christophe, Ognard, Julien, Anxionnat, René, Gory, Benjamin, Bracard, Serge, Derelle, Anne Laure, Tonnelet, Romain, Spelle, Laurent, Ikka, Léon, Ozanne, Augustin, Gallas, Sophie, Caroff, Jildaz, Achour, Nidal Ben, Moret, Jacques, Chabert, Emmanuel, Berge, Jérôme, Marnat, Gaultier, Barreau, Xavier, Gariel, Florent, Clarencon, Frédéric, Aggour, Mohammed, Ricolfi, Frédéric, Chavent, Adrien, Thouant, Pierre, Lebidinsky, Pablo, Lemogne, Brivael, Herbreteau, Denis, Bibi, Richard, Janot, Kevin, Pierot, Laurent, Soize, Sébastien, Labeyrie, Marc Antoine, Vandendries, Christophe, Kazemi, Appoline, Leclerc, Xavier, Pruvo, Jean Pierre, Bricout, Nicolas, Velasco, Stéphane, Boucebci, Samy, Lemmens, Robin, Pandolfo, Massimo, Bodenant, Marie, Louillet, Fabien, Mas, Jean-Louis, Deltour, Sandrine, Leder, Sara, Léger, Anne, Canaple, Sandrine, Godefroy, Olivier, Giroud, Maurice, Jacquin, Agnès, Moulin, Thierry, Vuillier, Fabrice, Tzourio, Christophe, Santos, Michael Dos, Malik, Rainer, Hausser, Ingrid, Thomas-Feles, Constanze, Weber, Ralf, Grond-Ginsbach, Caspar, Hacke, Werner, Giossi, Alessia, Volonghi, Irene, Costa, Paolo, del Zotto, Elisabetta, Morotti, Andrea, Poli, Loris, Muiesan, Maria Lorenza, Salvetti, Massimo, Rosei, Enrico Agabiti, Lanfranconi, Silvia, Baron, Pierluigi, Ferrarese, Carlo, Susani, Emanuela, Giacalone, Giacomo, Paolucci, Stefano, Palmirotta, Raffaele, Guadagni, Fiorella, Paciaroni, Maurizio, Ballabio, Elena, Parati, Eugenio A., Fluri, Felix, Hatz, Florian, Gisler, Dominique, Amort, Margareth, Bevan, Steve, James, Tom, Olsson, Sandra, Holmegaard, Lukas, Altintas, Ayse, Martin, Juan José, Kittner, Steven, Mitchell, Braxton, Stine, Colin, O’Connell, Jeff, Dueker, Nicole, Koudstaal, Peter J., de Lau, Lonneke M.L., Hofman, Albert, Verhaaren, Benjamin F, Uitterlinden, Andre G, Montaner, Joan, Mendioroz, Maite, Yadav, Sunaina, Khan, Muhammad Saleem, Wilder, Michael, van Dijk, Ewoud, Maaijwee, Noortje, Rutten-Jacobs, Loes, Kramer, Jamie, Malik, Shaneela, Brott, Thomas G, Brown, Robert D, Singleton, Andrew, Hardy, John, Rich, Stephen S, Tanislav, Christian, Jungehülsing, Jan, Werring, David, Alg, Varinder, Hostettler, Isabel, Bonner, Stephen, Walsh, Daniel, Bulters, Diederik, Kitchen, Neil, Brown, Martin, Grieve, Joan, Roberts, Gareth, Jones, Timothy, Critchley, Giles, Sharma, Pankaj, Nelson, Richard, Whitfield, Peter, Ross, Stuart, Patel, Hiren, Eldridge, Paul, Saastamoinen, Kari, Patel, Umang, Lawrance, Enas, Vandabona, Subha, Mendelow, David, Teal, Rachel, Warner, Orlando, Kirkpatrick, Peter, Seshadri, Sudha, Kilarski, Laura, Hyacinth, Hyacinth I, Oliveira, Jamary, Marini, Sandro, Nyquist, Paul, Lewis, Cathryn, Norrving, Bo, Smith, Gustav, Rosand, Jonathan, Biffi, Alessandro, Kourkoulis, Christina, Anderson, Chris, Giese, Anne-Katrin, Bang, Oh Young, Chung, Jong-Won, Kim, Gyeong-Moon, Zhuang, Qishuai, Sheu, Wayne, Smalley, June, Howson, Joanna, Granata, Alessandra, Markus, Hugh, Wardlaw, Joanna, Cole, John, Thalamuthu, Anbupalam, Hopewell, Jemma, Worrall, Bradford, Bis, Josh, Tirschwell, David, Reiner, Alex, Dhar, Raj, Lee, Jin-Moo, Mortenson, Janne, Wassertheil-Smoller, Sylvia, Prasad, Kameshwar, Fisher, Mark, Traenka, Christopher, Wang, Xingwu, Wang, Yongjun, Rouanet, Francois, Sibon, Igor, Sarnowski, Chloé, Maillard, Pauline, Aparicio, Hugo Javier, Dupuis, Josee, Yang, Qiong, Luvizutto, Gustavo, Chasman, Daniel, Rexrode, Kathryn, Harriot, Andrea, Phuah, Chia-Ling, Santo, Gustavo, Gerard, Jen, Liu, Guiyou, Aaron, Sanjith, Christudass, Christhunesa S., Salomi, BSB, Sanghera, Dharambir, Boehme, Amelia, Elkind, Mitchell, Gretarsdottir, Solveig, Lange, Leslie, Rost, Natalia, James, Michael, Stewart, Jill, Goldstein, Larry, Waddy, Salina, Vojinovic, Dina, Ikram, Arfan, Thijs, Vincent, Parati, Eugenio, Boncoraglio, Giorgio, Kooperberg, Charles, Abboud, Sherrine, Zand, Ramin, Bijlenga, Philippe, Selim, Magdy, Happola, Olli, Strbian, Daniel, Tomppo, Liisa, Pathak, Abhishek, Pfeiffer, Dorothea, Aires, de Buenos, de Carvalho, Joao Jose Freitas, Ribeiro, Priscila, Torres, Nuria, Barboza, Miguel, Plomaritoglou, Androniki, Bjorkegren, Johan, Chan, Yu-Feng Yvonne, Gudnason, Villi, Jimenez-Conde, Jordi, Soriano, Carolina, Roquer, Jaume, Bentley, Paul, Tournier-Lasserve, Elisabeth, Dufouil, Carole, Debette, Stephanie, Mishra, Aniket, Wee, Lawrence, Siddiqi, Saima, Wu, Jer-Yuarn, Ko, Tai-Ming, Bione, Silvia, Jood, Katarina, Tatlisumak, Turgut, Arauz, Antonio, Korostynski, Michal, Launer, Lenore, Yue, Suo, bersano, anna, Juchniewicz, Karol Józef, Mateusz, Adamski, Pera, Joanna, Wnuk, Marcin, Levi, Christopher, Gusdon, Aaron, Kostulas, Konstantinos, Maxwell, Jessye, Duering, Marco, Jagiella, Jeremiasz, Hata, Jun, Ninomiya, Toshiharu, Nguyen, Vinh, Thorarinsson, Bjorn Logi, Lee, Tsong-Hai, Rakitko, Alexandr, Dichgans, Martin, Lindgren, Arne, Wasselius, Johan, Drake, Mattias, Stenman, Martin, Ilinca, Andreea, Staals, Julie, Sadr-Nabavi, Ariane, Crawford, Katherine, Lena, Umme, Mateen, Farrah, Ay, Hakan, Wu, Ona, Schirmer, Markus, Romero, Javier, Cramer, Steve, Golland, Polina, Mueller, Bertram, Brown, Robert, Meschia, James, Ross, Owen A., Pare, Guillaume, Chong, Mike, mansour, Ossama yassin, Karaszewski, Bartosz, Enzinger, Christian, Schmidt, Reinhold, Seiler, Stephan, Pichler, Alexander, Ovbiagele, Bruce, Yamada, Yoshiji, Rundek, Tatjana, Blanton, Susan, P, John, Chern, Joseph, O'Donnell, Chris, Corriveau, Roderick, Bhattacharya, Pallab, Gwinn, Katrina, CHANDRA, BHARATENDU, Chen, Christopher, Kalaria, Raj, Koenig, Jim, Singh, Om Prakash, Olugbodi, Akintomi, Giralt, Eva, Saleheen, Danish, de Leeuw, Frank-Erik, Klijn, Karin, Olesen, Jes, Kubo, Michiaki, Spence, David, Pedersen, Annie, Olsson, Maja, Martín, Juan José, Braga, Gabriel, Xu, Huichun, Assimes, Tim, Raskurazhev, Anton, Lee, Wei Ling, Burri, Philippe, Frid, Petrea, GmbH, Heilbronn, Deng, Zhen, Habibi-koolaee, Mahdi, Vijayan, Murali, Leung, Thomas, Wong, Lawrence, Mok, Vincent, Choy, Richard, Jern, Christina, Lebedeva, Elena, Farrall, Martin, Jiayuan, Xu, Loo, Keat Wei, Rinkel, Gabriel, Magnus, Rudolf, Goncalves, Anderson, Franca, Paulo, Cendes, Iscia, Carrera, Caty, Fernandez-Cadenas, Israel, Kim, Helen, Rolfs, Arndt, Owolabi, Mayowa, Bakker, Mark, Ruigrok, Ynte, Hauer, Allard, Pulit, Sara L., Algra, Ale, van der Laan, Sander W., Macleod, Mary, Howard, George, Tiwari, Hemant, Irvin, Ryan, Albright, Karen C., Perry, Rodney, Kidwell, Chelsea, Pavlovic, Aleksandra, Sargurupremraj, Murali, Schilling, Sabrina, Pezzini, Alessandro, Abd-Allah, Foad, DeCarli, Charles, Liebeskind, David, Traylor, Matthew, Tan, Rhea, Danesh, John, Larsson, Susanna C., Rutten, Loes, Donatti, Amanda, Avelar, Wagner, Broderick, Joseph, Woo, Daniel, Kissela, Brett, Ibenez, Laura Garcia, Salman, Rustam, Sudlow, Cathie, McDonough, Caitrin Wheeler, Silliman, Scott, Magvanjav, Oyunbileg, van Agtmael, Tom, Walters, Matthew, Lorentzen, Erik, Stanne, Tara, Olsson, Martina, Nakagawa, Kazuma, Akinyemi, Rufus, Cotlatciuc, Ioana, O'Connell, Jeff, Sparks, Mary, Sorkin, John, Dave, Tushar, Naylor, Jill, Brown, Devin, Du, Rose, Kulik, Tobias B., Attia, John, Faber, James E, Rothwell, Peter, Márquez, Elsa Valdés, Mancuso, Michelangelo, Souza, Doralina Brum, de Silva, Ranil, Vibo, Riina, Korv, Janika, Maguire, Jane, Fornage, Myriam, Illoh, Kachikwu, Milewicz, Dianna, Majersik, Jennifer, DeHavenon, Adam, Kalani, Yashar, Alexander, Matthew, Cushman, Mary, Sale, Michele, Owens, Debra, Keene, Keith, Rich, Stephe, Psaty, Bruce, Longstreth, Will, Atadzhanov, Masharip, Wolfe, Stacey Quintero, Langefeld, Carl, Bushnell, Cheryl, Cruchaga, Carlos, Konrad, Jan, Liu, Junfeng, Sheth, Kevin, Falcone, Guido, Donahue J, Kathleen, Jones, Gregory T., Bown, Matthew J., Ko, Nerissa U., Coleman, Jonathan R.I., Breen, Gerome, Zaroff, Jonathan G., Klijn, Catharina J.M., Sargurupremraj, Muralidharan, Amouyel, Philippe, Debette, Stéphanie, Rinkel, Gabriel J.E., Worrall, Bradford B., Slowik, Agnieszka, Gaál-Paavola, Emilia I., Niemelä, Mika, Jääskeläinen, Juha E., von Und Zu Fraunberg, Mikael, Lindgren, Antti, Broderick, Joseph P., Werring, David J., Redon, Richard, Veldink, Jan H., Ruigrok, Ynte M., Stroke, HUNT All-In, Group, China Kadoorie Biobank Collaborative, Consortium, BioBank Japan Project, Group, ICAN Study, Group, CADISP, investigators, Genetics and Observational Subarachnoid Haemorrhage (GOSH) Study, (ISGC), International Stroke Genetics Consortium, Morel, Sandrine, and Bijlenga, Philippe Alexandre Pierre

Subjects
genetics [Blood Pressure], Medizin, Genome-wide association study, Blood Pressure, Disease, ddc:616.07, Bioinformatics, 616: Innere Medizin und Krankheiten, 0302 clinical medicine, Risk Factors, physiopathology [Hypertension], genetics [Genetic Predisposition to Disease], Genetic risk factor, Stroke, 0303 health sciences, Smoking, genetics [Smoking], genetics [Intracranial Aneurysm], Disorders of movement Donders Center for Medical Neuroscience [Radboudumc 3], Cerebrovascular disorder, 3. Good health, genetics [European Continental Ancestry Group], Hypertension, genetics [Polymorphism, Single Nucleotide], Subarachnoid hemorrhage, pathology [Intracranial Aneurysm], genetics [White People], Biology, Genetic correlation, pathology [Endothelial Cells], Polymorphism, Single Nucleotide, Article, White People, 03 medical and health sciences, Aneurysm, Asian People, ddc:570, Genetics, medicine, Humans, Genetic Predisposition to Disease, cardiovascular diseases, 030304 developmental biology, genetics [Subarachnoid Hemorrhage], genetics [Asian Continental Ancestry Group], 572: Biochemie, genetics [Asian People], pathology [Subarachnoid Hemorrhage], adverse effects [Smoking], Endothelial Cells, Subarachnoid Hemorrhage, medicine.disease, Intracranial aneurysm, Genetic architecture, ddc:616.8, Case-Control Studies, genetics [Hypertension], 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract

An author correction to this article published in December 2020 is available at https://doi.org/10.1038/s41588-020-00760-4. Rupture of an intracranial aneurysm leads to subarachnoid hemorrhage, a severe type of stroke. To discover new risk loci and the genetic architecture of intracranial aneurysms, we performed a cross-ancestry, genome-wide association study in 10,754 cases and 306,882 controls of European and East Asian ancestry. We discovered 17 risk loci, 11 of which are new. We reveal a polygenic architecture and explain over half of the disease heritability. We show a high genetic correlation between ruptured and unruptured intracranial aneurysms. We also find a suggestive role for endothelial cells by using gene mapping and heritability enrichment. Drug-target enrichment shows pleiotropy between intracranial aneurysms and antiepileptic and sex hormone drugs, providing insights into intracranial aneurysm pathophysiology. Finally, genetic risks for smoking and high blood pressure, the two main clinical risk factors, play important roles in intracranial aneurysm risk, and drive most of the genetic correlation between intracranial aneurysms and other cerebrovascular traits.

Published
2021
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48. Abnormal dynamic functional connectivity is linked to recovery after acute ischemic stroke

Author

Bonkhoff, Anna K., Schirmer, Markus D., Bretzner, Martin, Etherton, Mark, Donahue, Kathleen, Tuozzo, Carissa, Nardin, Marco, Giese, Anne-Katrin, Wu, Ona, Calhoun, Vince D., Grefkes, Christian, Rost, Natalia S., Bonkhoff, Anna K., Schirmer, Markus D., Bretzner, Martin, Etherton, Mark, Donahue, Kathleen, Tuozzo, Carissa, Nardin, Marco, Giese, Anne-Katrin, Wu, Ona, Calhoun, Vince D., Grefkes, Christian, and Rost, Natalia S.

Abstract

The aim of the current study was to explore the whole-brain dynamic functional connectivity patterns in acute ischemic stroke (AIS) patients and their relation to short and long-term stroke severity. We investigated resting-state functional MRI-based dynamic functional connectivity of 41 AIS patients two to five days after symptom onset. Re-occurring dynamic connectivity configurations were obtained using a sliding window approach and k-means clustering. We evaluated differences in dynamic patterns between three NIHSS-stroke severity defined groups (mildly, moderately, and severely affected patients). Furthermore, we built Bayesian hierarchical models to evaluate the predictive capacity of dynamic connectivity and examine the interrelation with clinical measures, such as white matter hyperintensity lesions. Finally, we established correlation analyses between dynamic connectivity and AIS severity as well as 90-day neurological recovery (Delta NIHSS). We identified three distinct dynamic connectivity configurations acutely post-stroke. More severely affected patients spent significantly more time in a configuration that was characterized by particularly strong connectivity and isolated processing of functional brain domains (three-level ANOVA: p < .05, post hoc t tests: p < .05, FDR-corrected). Configuration-specific time estimates possessed predictive capacity of stroke severity in addition to the one of clinical measures. Recovery, as indexed by the realized change of the NIHSS over time, was significantly linked to the dynamic connectivity between bilateral intraparietal lobule and left angular gyrus (Pearson's r = -.68, p = .003, FDR-corrected). Our findings demonstrate transiently increased isolated information processing in multiple functional domains in case of severe AIS. Dynamic connectivity involving default mode network components significantly correlated with recovery in the first 3 months poststroke.

Published
2021

49. Abnormal dynamic functional connectivity is linked to recovery after acute ischemic stroke

Author

Bonkhoff, Anna K., primary, Schirmer, Markus D., additional, Bretzner, Martin, additional, Etherton, Mark, additional, Donahue, Kathleen, additional, Tuozzo, Carissa, additional, Nardin, Marco, additional, Giese, Anne‐Katrin, additional, Wu, Ona, additional, D. Calhoun, Vince, additional, Grefkes, Christian, additional, and Rost, Natalia S., additional

Published
2021
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50. Diffusion-Weighted Imaging, MR Angiography, and Baseline Data in a Systematic Multicenter Analysis of 3,301 MRI Scans of Ischemic Stroke Patients—Neuroradiological Review Within the MRI-GENIE Study

Author

Drake, Mattias, Frid, Petrea, McIntosh, Elissa C., Mocking, Steven J. T., Dalca, Adrian V., Sridharan, Ramesh, Xu, Huichun, Giralt-Steinhauer, Eva, Holmegaard, Lukas, Jood, Katarina, Roquer, Jaume, Cole, John W., Hansen, Björn M., McArdle, Patrick F., Broderick, Joseph P., Jiménez-Conde, Jordi, Jern, Christina, Kissela, Brett M., Kleindorfer, Dawn O., Lemmens, Robin, Meschia, James F., Rundek, Tatjana, Sacco, Ralph L., Wu, Ona, Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Thijs, Vincent, Woo, Daniel, Worrall, Bradford B., Kittner, Steven J., Mitchell, Braxton D., Rosand, Jonathan, Golland, Polina, Giese, Anne-Katrin, Lindgren, Arne, Rost, Natalia S., Wassélius, Johan, Schirmer, Markus D., Donahue, Kathleen, Cloonan, Lisa, Irie, Robert E., and Bouts, Mark J. R. J.

Subjects
Science & Technology, phenotype, Clinical Neurology, Neurosciences, CIRCULATION, imaging, DWI, stroke, DESIGN, Neurology, ddc:610, cardiovascular diseases, Neurosciences & Neurology, Neurology (clinical), BRAIN, Life Sciences & Biomedicine, Original Research, MRI, CT
Abstract

Background: Magnetic resonance imaging (MRI) serves as a cornerstone in defining stroke phenotype and etiological subtype through examination of ischemic stroke lesion appearance and is therefore an essential tool in linking genetic traits and stroke. Building on baseline MRI examinations from the centralized and structured radiological assessments of ischemic stroke patients in the Stroke Genetics Network, the results of the MRI-Genetics Interface Exploration (MRI-GENIE) study are described in this work. Methods: The MRI-GENIE study included patients with symptoms caused by ischemic stroke (N = 3,301) from 12 international centers. We established and used a structured reporting protocol for all assessments. Two neuroradiologists, using a blinded evaluation protocol, independently reviewed the baseline diffusion-weighted images (DWIs) and magnetic resonance angiography images to determine acute lesion and vascular occlusion characteristics. Results: In this systematic multicenter radiological analysis of clinical MRI from 3,301 acute ischemic stroke patients according to a structured prespecified protocol, we identified that anterior circulation infarcts were most prevalent (67.4%), that infarcts in the middle cerebral artery (MCA) territory were the most common, and that the majority of large artery occlusions 0 to 48 h from ictus were in the MCA territory. Multiple acute lesions in one or several vascular territories were common (11%). Of 2,238 patients with unilateral DWI lesions, 52.6% had left-sided infarct lateralization (P = 0.013 for χ2 test). Conclusions: This large-scale analysis of a multicenter MRI-based cohort of AIS patients presents a unique imaging framework facilitating the relationship between imaging and genetics for advancing the knowledge of genetic traits linked to ischemic stroke. ispartof: FRONTIERS IN NEUROLOGY vol:11 ispartof: location:Switzerland status: published

Published
2020
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