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1. Finding Rare, Disease-Associated Variants in Isolated Groups: Potential Advantages of Mennonite Populations

Author: Lopes, Fabiana L., Hou, Liping, Boldt, Angelica B. W., Kassem, Layla, Alves, Veronica M., Nardi, Antonio E., and McMahon, Francis J.
Published: 2017

2. Exploring the genetics of lithium response in bipolar disorders

Author: Herrera-Rivero, Marisol, Adli, Mazda, Akiyama, Kazufumi, Akula, Nirmala, Amare, Azmeraw T., Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Backlund, Lena, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Bhattacharjee, Abesh Kumar, Biernacka, Joanna M., Birner, Armin, Cearns, Micah, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Clark, Scott R., Colom, Francesc, Cruceanu, Cristiana, Czerski, Piotr M., Dalkner, Nina, Degenhardt, Franziska, Del Zompo, Maria, DePaulo, J. Raymond, Etain, Bruno, Falkai, Peter, Ferensztajn-Rochowiak, Ewa, Forstner, Andreas J., Frank, Josef, Frisén, Louise, Frye, Mark A., Fullerton, Janice M., Gallo, Carla, Gard, Sébastien, Garnham, Julie S., Goes, Fernando S., Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hasler, Roland, Hauser, Joanna, Heilbronner, Urs, Herms, Stefan, Hoffmann, Per, Hou, Liping, Hsu, Yi-Hsiang, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kato, Tadafumi, Kelsoe, John, Kittel-Schneider, Sarah, Kuo, Po-Hsiu, Kusumi, Ichiro, König, Barbara, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G., Maj, Mario, Manchia, Mirko, Marie-Claire, Cynthia, Martinsson, Lina, McCarthy, Michael J., McElroy, Susan L., Millischer, Vincent, Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Nievergelt, Caroline M., Novák, Tomas, Nöthen, Markus M., O’Donovan, Claire, Ozaki, Norio, Papiol, Sergi, Pfennig, Andrea, Pisanu, Claudia, Potash, James B., Reif, Andreas, Reininghaus, Eva, Richard-Lepouriel, Hélène, Roberts, Gloria, Rouleau, Guy A., Rybakowski, Janusz K., Schalling, Martin, Schofield, Peter R., Schubert, Klaus Oliver, Schulte, Eva C., Schweizer, Barbara W., Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D., Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M., Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Streit, Fabian, Tekola-Ayele, Fasil, Thalamuthu, Anbupalam, Tortorella, Alfonso, Turecki, Gustavo, Veeh, Julia, Vieta, Eduard, Viswanath, Biju, Witt, Stephanie H., Zandi, Peter P., Alda, Martin, Bauer, Michael, McMahon, Francis J., Mitchell, Philip B., Rietschel, Marcella, Schulze, Thomas G., and Baune, Bernhard T.
Published: 2024
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3. Lithium response in bipolar disorder is associated with focal adhesion and PI3K-Akt networks: a multi-omics replication study

Author: Ou, Anna H., Rosenthal, Sara B., Adli, Mazda, Akiyama, Kazufumi, Akula, Nirmala, Alda, Martin, Amare, Azmeraw T., Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Backlund, Lena, Bauer, Michael, Baune, Bernhard T., Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Bhattacharjee, Abesh Kumar, Biernacka, Joanna M., Cervantes, Pablo, Chen, Guo-Bo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Clark, Scott R., Colom, Francesc, Cousins, David A., Cruceanu, Cristiana, Czerski, Piotr M., Dantas, Clarissa R., Dayer, Alexandre, Del Zompo, Maria, Degenhardt, Franziska, DePaulo, J. Raymond, Étain, Bruno, Falkai, Peter, Fellendorf, Frederike Tabea, Ferensztajn-Rochowiak, Ewa, Forstner, Andreas J., Frisén, Louise, Frye, Mark A., Fullerton, Janice M., Gard, Sébastien, Garnham, Julie S., Goes, Fernando S., Grigoroiu-Serbanescu, Maria, Grof, Paul, Gruber, Oliver, Hashimoto, Ryota, Hauser, Joanna, Heilbronner, Urs, Herms, Stefan, Hoffmann, Per, Hofmann, Andrea, Hou, Liping, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kato, Tadafumi, Kittel-Schneider, Sarah, König, Barbara, Kuo, Po-Hsiu, Kusumi, Ichiro, Lackner, Nina, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G., Jaramillo, Carlos A. López, MacQueen, Glenda, Maj, Mario, Manchia, Mirko, Marie-Claire, Cynthia, Martinsson, Lina, Mattheisen, Manuel, McCarthy, Michael J., McElroy, Susan L., McMahon, Francis J., Mitchell, Philip B., Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Nievergelt, Caroline M., Nöthen, Markus M., Novák, Tomas, Ösby, Urban, Ozaki, Norio, Papiol, Sergi, Perlis, Roy H., Pisanu, Claudia, Potash, James B., Pfennig, Andrea, Reich-Erkelenz, Daniela, Reif, Andreas, Reininghaus, Eva Z., Rietschel, Marcella, Rouleau, Guy A., Rybakowski, Janusz K., Schalling, Martin, Schofield, Peter R., Schubert, K. Oliver, Schulze, Thomas G., Schweizer, Barbara W., Seemüller, Florian, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D., Shimoda, Kazutaka, Simhandl, Christian, Slaney, Claire M., Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Tighe, Sarah K., Tortorella, Alfonso, Turecki, Gustavo, Vieta, Eduard, Volkert, Julia, Witt, Stephanie, Wray, Naomi R., Wright, Adam, Young, L. Trevor, Zandi, Peter P., and Kelsoe, John R.
Published: 2024
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4. Association of polygenic score and the involvement of cholinergic and glutamatergic pathways with lithium treatment response in patients with bipolar disorder

Author: Amare, Azmeraw T., Thalamuthu, Anbupalam, Schubert, Klaus Oliver, Fullerton, Janice M., Ahmed, Muktar, Hartmann, Simon, Papiol, Sergi, Heilbronner, Urs, Degenhardt, Franziska, Tekola-Ayele, Fasil, Hou, Liping, Hsu, Yi-Hsiang, Shekhtman, Tatyana, Adli, Mazda, Akula, Nirmala, Akiyama, Kazufumi, Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Hasler, Roland, Richard-Lepouriel, Hélène, Perroud, Nader, Backlund, Lena, Bhattacharjee, Abesh Kumar, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Biernacka, Joanna M., Birner, Armin, Marie-Claire, Cynthia, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Cruceanu, Cristiana, Czerski, Piotr M., Dalkner, Nina, Del Zompo, Maria, DePaulo, J. Raymond, Étain, Bruno, Jamain, Stephane, Falkai, Peter, Forstner, Andreas J., Frisen, Louise, Frye, Mark A., Gard, Sébastien, Garnham, Julie S., Goes, Fernando S., Grigoroiu-Serbanescu, Maria, Fallgatter, Andreas J., Stegmaier, Sophia, Ethofer, Thomas, Biere, Silvia, Petrova, Kristiyana, Schuster, Ceylan, Adorjan, Kristina, Budde, Monika, Heilbronner, Maria, Kalman, Janos L., Kohshour, Mojtaba Oraki, Reich-Erkelenz, Daniela, Schaupp, Sabrina K., Schulte, Eva C., Senner, Fanny, Vogl, Thomas, Anghelescu, Ion-George, Arolt, Volker, Dannlowski, Udo, Dietrich, Detlef, Figge, Christian, Jäger, Markus, Lang, Fabian U., Juckel, Georg, Konrad, Carsten, Reimer, Jens, Schmauß, Max, Schmitt, Andrea, Spitzer, Carsten, von Hagen, Martin, Wiltfang, Jens, Zimmermann, Jörg, Andlauer, Till F. M., Fischer, Andre, Bermpohl, Felix, Ritter, Philipp, Matura, Silke, Gryaznova, Anna, Falkenberg, Irina, Yildiz, Cüneyt, Kircher, Tilo, Schmidt, Julia, Koch, Marius, Gade, Kathrin, Trost, Sarah, Haussleiter, Ida S., Lambert, Martin, Rohenkohl, Anja C., Kraft, Vivien, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kuo, Po-Hsiu, Kato, Tadafumi, Kelsoe, John, Kittel-Schneider, Sarah, Ferensztajn-Rochowiak, Ewa, König, Barbara, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G., Tortorella, Alfonso, Manchia, Mirko, Martinsson, Lina, McCarthy, Michael J., McElroy, Susan, Colom, Francesc, Millischer, Vincent, Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Nievergelt, Caroline M., Nöthen, Markus M., Novák, Tomas, O’Donovan, Claire, Ozaki, Norio, Pfennig, Andrea, Pisanu, Claudia, Potash, James B., Reif, Andreas, Reininghaus, Eva, Rouleau, Guy A., Rybakowski, Janusz K., Schalling, Martin, Schofield, Peter R., Schweizer, Barbara W., Severino, Giovanni, Shilling, Paul D., Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M., Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Maj, Mario, Turecki, Gustavo, Vieta, Eduard, Veeh, Julia, Witt, Stephanie H., Wright, Adam, Zandi, Peter P., Mitchell, Philip B., Bauer, Michael, Alda, Martin, Rietschel, Marcella, McMahon, Francis J., Schulze, Thomas G., Clark, Scott R., and Baune, Bernhard T.
Published: 2023
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5. A resource of induced pluripotent stem cell (iPSC) lines including clinical, genomic, and cellular data from genetically isolated families with mood and psychotic disorders

Author: Detera-Wadleigh, Sevilla D., Kassem, Layla, Besancon, Emily, Lopes, Fabiana, Akula, Nirmala, Sung, Heejong, Blattner, Meghan, Sheridan, Laura, Lacbawan, Ley Nadine, Garcia, Joshua, Gordovez, Francis, Hosey, Katherine, Donner, Cassandra, Salvini, Claudio, Schulze, Thomas, Chen, David T. W., England, Bryce, Cross, Joanna, Jiang, Xueying, Corona, Winston, Russ, Jill, Mallon, Barbara, Dutra, Amalia, Pak, Evgenia, Steiner, Joe, Malik, Nasir, de Guzman, Theresa, Horato, Natia, Mallmann, Mariana B., Mendes, Victoria, Dűck, Amanda L., Nardi, Antonio E., and McMahon, Francis J.
Published: 2023
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6. Patient Perceptions of Penicillin Allergy Testing in a Public Health System

Author: Augustino, Angela, Alvarez, Kristin S., Kassem, Layla, Roy, Lonnie, Termulo, Cesar, Smartt, Jillian, Sparks, Madeline, Mercadel, Candice, and Chow, Timothy G.
Published: 2024
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7. Association of Attention-Deficit/Hyperactivity Disorder and Depression Polygenic Scores with Lithium Response: A Consortium for Lithium Genetics Study

Author: Coombes, Brandon J, Millischer, Vincent, Batzler, Anthony, Larrabee, Beth, Hou, Liping, Papiol, Sergi, Heilbronner, Urs, Adli, Mazda, Akiyama, Kazufumi, Akula, Nirmala, Amare, Azmeraw T, Ardau, Raffaella, Arias, Barbara, Aubry, Jean-Michel, Backlund, Lena, Bauer, Michael, Baune, Bernhard T, Bellivier, Frank, Benabarre, Antoni, Bengesser, Susanne, Bhattacharjee, Abesh Kumar, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Clark, Scott R, Colom, Francesc, Cruceanu, Cristiana, Czerski, Piotr M, Dalkner, Nina, Degenhardt, Franziska, Del Zompo, Maria, DePaulo, J Raymond, Étain, Bruno, Falkai, Peter, Ferensztajn-Rochowiak, Ewa, Forstner, Andreas J, Frisen, Louise, Gard, Sébastien, Garnham, Julie S, Goes, Fernando S, Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kato, Tadafumi, Kelsoe, John R, Kittel-Schneider, Sarah, König, Barbara, Kuo, Po-Hsiu, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G, Maj, Mario, Manchia, Mirko, Martinsson, Lina, McCarthy, Michael J, McElroy, Susan L, Mitchell, Philip B, Mitjans, Marina, Mondimore, Francis M, Monteleone, Palmiero, Nievergelt, Caroline M, Nöthen, Markus M, Novák, Tomas, O'Donovan, Claire, Osby, Urban, Ozaki, Norio, Pfennig, Andrea, Pisanu, Claudia, Potash, James B, Reif, Andreas, Reininghaus, Eva, Rietschel, Marcella, Rouleau, Guy A, Rybakowski, Janusz K, Schalling, Martin, Schofield, Peter R, Schubert, Klaus Oliver, Schweizer, Barbara W, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D, Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M, Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Tortorella, Alfonso, and Turecki, Gustavo
Subjects: Brain Disorders, Serious Mental Illness, Prevention, Attention Deficit Hyperactivity Disorder (ADHD), Schizophrenia, Depression, Mental Health, Bipolar Disorder, Behavioral and Social Science, Clinical Research, 2.1 Biological and endogenous factors, Aetiology, Mental health, Good Health and Well Being, Adherence, Attention-deficit/hyperactivity disorder, Bipolar disorder, Lithium response, Polygenic risk scores
Abstract: Response to lithium varies widely between individuals with bipolar disorder (BD). Polygenic risk scores (PRSs) can uncover pharmacogenomics effects and may help predict drug response. Patients (N = 2,510) with BD were assessed for long-term lithium response in the Consortium on Lithium Genetics using the Retrospective Criteria of Long-Term Treatment Response in Research Subjects with Bipolar Disorder score. PRSs for attention-deficit/hyperactivity disorder (ADHD), major depressive disorder (MDD), and schizophrenia (SCZ) were computed using lassosum and in a model including all three PRSs and other covariates, and the PRS of ADHD (β = -0.14; 95% confidence interval [CI]: -0.24 to -0.03; p value = 0.010) and MDD (β = -0.16; 95% CI: -0.27 to -0.04; p value = 0.005) predicted worse quantitative lithium response. A higher SCZ PRS was associated with higher rates of medication nonadherence (OR = 1.61; 95% CI: 1.34-1.93; p value = 2e-7). This study indicates that genetic risk for ADHD and depression may influence lithium treatment response. Interestingly, a higher SCZ PRS was associated with poor adherence, which can negatively impact treatment response. Incorporating genetic risk of ADHD, depression, and SCZ in combination with clinical risk may lead to better clinical care for patients with BD.
Published: 2021

8. Combining schizophrenia and depression polygenic risk scores improves the genetic prediction of lithium response in bipolar disorder patients

Author: Schubert, Klaus Oliver, Thalamuthu, Anbupalam, Amare, Azmeraw T, Frank, Joseph, Streit, Fabian, Adl, Mazda, Akula, Nirmala, Akiyama, Kazufumi, Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Backlund, Lena, Bhattacharjee, Abesh Kumar, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Biernacka, Joanna M, Birner, Armin, Marie-Claire, Cynthia, Cearns, Micah, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Clark, Scott R, Cruceanu, Cristiana, Czerski, Piotr M, Dalkner, Nina, Dayer, Alexandre, Degenhardt, Franziska, Del Zompo, Maria, DePaulo, J Raymond, Étain, Bruno, Falkai, Peter, Forstner, Andreas J, Frisen, Louise, Frye, Mark A, Fullerton, Janice M, Gard, Sébastien, Garnham, Julie S, Goes, Fernando S, Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Heilbronner, Urs, Herms, Stefan, Hoffmann, Per, Hou, Liping, Hsu, Yi-Hsiang, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kuo, Po-Hsiu, Kato, Tadafumi, Kelsoe, John, Kittel-Schneider, Sarah, Ferensztajn-Rochowiak, Ewa, König, Barbara, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G, Maj, Mario, Manchia, Mirko, Martinsson, Lina, McCarthy, Michael J, McElroy, Susan, Colom, Francesc, Mitjans, Marina, Mondimore, Francis M, Monteleone, Palmiero, Nievergelt, Caroline M, Nöthen, Markus M, Novák, Tomas, O’Donovan, Claire, Ozaki, Norio, Ösby, Urban, Papiol, Sergi, Pfennig, Andrea, Pisanu, Claudia, Potash, James B, Reif, Andreas, Reininghaus, Eva, Rouleau, Guy A, Rybakowski, Janusz K, Schalling, Martin, Schofield, Peter R, Schweizer, Barbara W, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D, Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M, Squassina, Alessio, and Stamm, Thomas
Subjects: Biological Psychology, Pharmacology and Pharmaceutical Sciences, Biomedical and Clinical Sciences, Psychology, Serious Mental Illness, Mental Health, Brain Disorders, Schizophrenia, Bipolar Disorder, Aetiology, 2.1 Biological and endogenous factors, Mental health, Good Health and Well Being, Depression, Depressive Disorder, Major, Genetic Predisposition to Disease, Humans, Lithium, Multifactorial Inheritance, Risk Factors, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, Clinical Sciences, Public Health and Health Services, Clinical sciences, Neurosciences, Biological psychology
Abstract: Lithium is the gold standard therapy for Bipolar Disorder (BD) but its effectiveness differs widely between individuals. The molecular mechanisms underlying treatment response heterogeneity are not well understood, and personalized treatment in BD remains elusive. Genetic analyses of the lithium treatment response phenotype may generate novel molecular insights into lithium's therapeutic mechanisms and lead to testable hypotheses to improve BD management and outcomes. We used fixed effect meta-analysis techniques to develop meta-analytic polygenic risk scores (MET-PRS) from combinations of highly correlated psychiatric traits, namely schizophrenia (SCZ), major depression (MD) and bipolar disorder (BD). We compared the effects of cross-disorder MET-PRS and single genetic trait PRS on lithium response. For the PRS analyses, we included clinical data on lithium treatment response and genetic information for n = 2283 BD cases from the International Consortium on Lithium Genetics (ConLi+Gen; www.ConLiGen.org ). Higher SCZ and MD PRSs were associated with poorer lithium treatment response whereas BD-PRS had no association with treatment outcome. The combined MET2-PRS comprising of SCZ and MD variants (MET2-PRS) and a model using SCZ and MD-PRS sequentially improved response prediction, compared to single-disorder PRS or to a combined score using all three traits (MET3-PRS). Patients in the highest decile for MET2-PRS loading had 2.5 times higher odds of being classified as poor responders than patients with the lowest decile MET2-PRS scores. An exploratory functional pathway analysis of top MET2-PRS variants was conducted. Findings may inform the development of future testing strategies for personalized lithium prescribing in BD.
Published: 2021

9. Polygenic risk for anxiety influences anxiety comorbidity and suicidal behavior in bipolar disorder.

Author: Lopes, Fabiana, Zhu, Kevin, Purves, Kirstin, Song, Christopher, Ahn, Kwangmi, Hou, Liping, Akula, Nirmala, Kassem, Layla, Bergen, Sarah, Landen, Mikael, Veras, Andre, Nardi, Antonio, and McMahon, Francis
Subjects: Anxiety, Anxiety Disorders, Bipolar Disorder, Comorbidity, Genome-Wide Association Study, Humans, Risk Factors, Suicidal Ideation
Abstract: Bipolar disorder is often comorbid with anxiety, which is itself associated with poorer clinical outcomes, including suicide. A better etiologic understanding of this comorbidity could inform diagnosis and treatment. The present study aims to test whether comorbid anxiety in bipolar disorder reflects shared genetic risk factors. We also sought to assess the contribution of genetic risk for anxiety to suicide attempts in bipolar disorder. Polygenic risk scores (PRS) were calculated from published genome-wide association studies of samples of controls and cases with anxiety (n = 83,566) or bipolar disorder (n = 51,710), then scored in independent target samples (total n = 3369) of individuals with bipolar disorder who reported or denied lifetime anxiety disorders or suicidal attempts in research interviews. Participants were recruited from clinical and nonclinical settings and genotyped for common genetic variants. The results show that polygenic risk for anxiety was associated with comorbid anxiety disorders and suicide attempts in bipolar disorder, while polygenic risk for bipolar disorder was not associated with any of these variables. Our findings point out that comorbid anxiety disorders in bipolar disorder reflect a dual burden of bipolar and anxiety-related genes; the latter may also contribute to suicide attempts. Clinical care that recognizes and addresses this dual burden may help improve outcomes in people living with comorbid bipolar and anxiety disorders.
Published: 2020

10. Correction: Combining schizophrenia and depression polygenic risk scores improves the genetic prediction of lithium response in bipolar disorder patients

Author: Schubert, Klaus Oliver, Thalamuthu, Anbupalam, Amare, Azmeraw T., Frank, Joseph, Streit, Fabian, Adl, Mazda, Akula, Nirmala, Akiyama, Kazufumi, Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Backlund, Lena, Bhattacharjee, Abesh Kumar, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Biernacka, Joanna M., Birner, Armin, Marie-Claire, Cynthia, Cearns, Micah, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Clark, Scott R., Cruceanu, Cristiana, Czerski, Piotr M., Dalkner, Nina, Dayer, Alexandre, Degenhardt, Franziska, Del Zompo, Maria, DePaulo, J. Raymond, Étain, Bruno, Falkai, Peter, Forstner, Andreas J., Frisen, Louise, Frye, Mark A., Fullerton, Janice M., Gard, Sébastien, Garnham, Julie S., Goes, Fernando S., Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Heilbronner, Urs, Herms, Stefan, Hoffmann, Per, Hou, Liping, Hsu, Yi-Hsiang, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kuo, Po-Hsiu, Kato, Tadafumi, Kelsoe, John, Kittel-Schneider, Sarah, Ferensztajn-Rochowiak, Ewa, König, Barbara, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G., Maj, Mario, Manchia, Mirko, Martinsson, Lina, McCarthy, Michael J., McElroy, Susan, Colom, Francesc, Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Nievergelt, Caroline M., Nöthen, Markus M., Novák, Tomas, O’Donovan, Claire, Ozaki, Norio, Ösby, Urban, Papiol, Sergi, Pfennig, Andrea, Pisanu, Claudia, Potash, James B., Reif, Andreas, Reininghaus, Eva, Rouleau, Guy A., Rybakowski, Janusz K., Schalling, Martin, Schofield, Peter R., Schweizer, Barbara W., Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D., Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M., Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Tekola-Ayele, Fasil, Tortorella, Alfonso, Turecki, Gustavo, Veeh, Julia, Vieta, Eduard, Witt, Stephanie H., Roberts, Gloria, Zandi, Peter P., Alda, Martin, Bauer, Michael, McMahon, Francis J., Mitchell, Philip B., Schulze, Thomas G., Rietschel, Marcella, and Baune, Bernhard T.
Published: 2022
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11. Detecting significant genotype-phenotype association rules in bipolar disorder: market research meets complex genetics.

Author: Breuer, René, Mattheisen, Manuel, Frank, Josef, Krumm, Bertram, Treutlein, Jens, Kassem, Layla, Strohmaier, Jana, Herms, Stefan, Mühleisen, Thomas, Degenhardt, Franziska, Cichon, Sven, Nöthen, Markus, Karypis, George, Kelsoe, John, Greenwood, Tiffany, Nievergelt, Caroline, Shilling, Paul, Shekhtman, Tatyana, Edenberg, Howard, Craig, David, Szelinger, Szabolcs, Nurnberger, John, Gershon, Elliot, Alliey-Rodriguez, Ney, Zandi, Peter, Goes, Fernando, Schork, Nicholas, Smith, Erin, Koller, Daniel, Zhang, Peng, Badner, Judith, Berrettini, Wade, Bloss, Cinnamon, Byerley, William, Coryell, William, Foroud, Tatiana, Guo, Yirin, Hipolito, Maria, Keating, Brendan, Lawson, William, Liu, Chunyu, Mahon, Pamela, McInnis, Melvin, Murray, Sarah, Nwulia, Evaristus, Potash, James, Rice, John, Scheftner, William, Zöllner, Sebastian, McMahon, Francis, Rietschel, Marcella, and Schulze, Thomas
Subjects: Bipolar disorder, Data mining, Genotype–phenotype patterns, Rule discovery, Subphenotypes
Abstract: BACKGROUND: Disentangling the etiology of common, complex diseases is a major challenge in genetic research. For bipolar disorder (BD), several genome-wide association studies (GWAS) have been performed. Similar to other complex disorders, major breakthroughs in explaining the high heritability of BD through GWAS have remained elusive. To overcome this dilemma, genetic research into BD, has embraced a variety of strategies such as the formation of large consortia to increase sample size and sequencing approaches. Here we advocate a complementary approach making use of already existing GWAS data: a novel data mining procedure to identify yet undetected genotype-phenotype relationships. We adapted association rule mining, a data mining technique traditionally used in retail market research, to identify frequent and characteristic genotype patterns showing strong associations to phenotype clusters. We applied this strategy to three independent GWAS datasets from 2835 phenotypically characterized patients with BD. In a discovery step, 20,882 candidate association rules were extracted. RESULTS: Two of these rules-one associated with eating disorder and the other with anxiety-remained significant in an independent dataset after robust correction for multiple testing. Both showed considerable effect sizes (odds ratio ~ 3.4 and 3.0, respectively) and support previously reported molecular biological findings. CONCLUSION: Our approach detected novel specific genotype-phenotype relationships in BD that were missed by standard analyses like GWAS. While we developed and applied our method within the context of BD gene discovery, it may facilitate identifying highly specific genotype-phenotype relationships in subsets of genome-wide data sets of other complex phenotype with similar epidemiological properties and challenges to gene discovery efforts.
Published: 2018

12. Analysis of the Influence of microRNAs in Lithium Response in Bipolar Disorder

Author: Reinbold, Céline S, Forstner, Andreas J, Hecker, Julian, Fullerton, Janice M, Hoffmann, Per, Hou, Liping, Heilbronner, Urs, Degenhardt, Franziska, Adli, Mazda, Akiyama, Kazufumi, Akula, Nirmala, Ardau, Raffaella, Arias, Bárbara, Backlund, Lena, Benabarre, Antonio, Bengesser, Susanne, Bhattacharjee, Abesh K, Biernacka, Joanna M, Birner, Armin, Marie-Claire, Cynthia, Cervantes, Pablo, Chen, Guo-Bo, Chen, Hsi-Chung, Chillotti, Caterina, Clark, Scott R, Colom, Francesc, Cousins, David A, Cruceanu, Cristiana, Czerski, Piotr M, Dayer, Alexandre, Étain, Bruno, Falkai, Peter, Frisén, Louise, Gard, Sébastien, Garnham, Julie S, Goes, Fernando S, Grof, Paul, Gruber, Oliver, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Jamain, Stéphane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kittel-Schneider, Sarah, Kliwicki, Sebastian, König, Barbara, Kusumi, Ichiro, Lackner, Nina, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G, Jaramillo, Carlos A López, MacQueen, Glenda, Manchia, Mirko, Martinsson, Lina, Mattheisen, Manuel, McCarthy, Michael J, McElroy, Susan L, Mitjans, Marina, Mondimore, Francis M, Monteleone, Palmiero, Nievergelt, Caroline M, Ösby, Urban, Ozaki, Norio, Perlis, Roy H, Pfennig, Andrea, Reich-Erkelenz, Daniela, Rouleau, Guy A, Schofield, Peter R, Schubert, K Oliver, Schweizer, Barbara W, Seemüller, Florian, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D, Shimoda, Kazutaka, Simhandl, Christian, Slaney, Claire M, Smoller, Jordan W, Squassina, Alessio, Stamm, Thomas J, Stopkova, Pavla, Tighe, Sarah K, Tortorella, Alfonso, Turecki, Gustavo, Volkert, Julia, Witt, Stephanie H, Wright, Adam J, Young, L Trevor, Zandi, Peter P, Potash, James B, DePaulo, J Raymond, Bauer, Michael, Reininghaus, Eva, Novák, Tomáš, and Aubry, Jean-Michel
Subjects: Mental Health, Brain Disorders, Clinical Research, Serious Mental Illness, Bipolar Disorder, Human Genome, Genetics, Biotechnology, 2.1 Biological and endogenous factors, Aetiology, Mental health, bipolar disorder, lithium response, microRNA, common variants, genome-wide association study, Clinical Sciences, Public Health and Health Services, Psychology
Abstract: Bipolar disorder (BD) is a common, highly heritable neuropsychiatric disease characterized by recurrent episodes of mania and depression. Lithium is the best-established long-term treatment for BD, even though individual response is highly variable. Evidence suggests that some of this variability has a genetic basis. This is supported by the largest genome-wide association study (GWAS) of lithium response to date conducted by the International Consortium on Lithium Genetics (ConLiGen). Recently, we performed the first genome-wide analysis of the involvement of miRNAs in BD and identified nine BD-associated miRNAs. However, it is unknown whether these miRNAs are also associated with lithium response in BD. In the present study, we therefore tested whether common variants at these nine candidate miRNAs contribute to the variance in lithium response in BD. Furthermore, we systematically analyzed whether any other miRNA in the genome is implicated in the response to lithium. For this purpose, we performed gene-based tests for all known miRNA coding genes in the ConLiGen GWAS dataset (n = 2,563 patients) using a set-based testing approach adapted from the versatile gene-based test for GWAS (VEGAS2). In the candidate approach, miR-499a showed a nominally significant association with lithium response, providing some evidence for involvement in both development and treatment of BD. In the genome-wide miRNA analysis, 71 miRNAs showed nominally significant associations with the dichotomous phenotype and 106 with the continuous trait for treatment response. A total of 15 miRNAs revealed nominal significance in both phenotypes with miR-633 showing the strongest association with the continuous trait (p = 9.80E-04) and miR-607 with the dichotomous phenotype (p = 5.79E-04). No association between miRNAs and treatment response to lithium in BD in either of the tested conditions withstood multiple testing correction. Given the limited power of our study, the investigation of miRNAs in larger GWAS samples of BD and lithium response is warranted.
Published: 2018

13. Validity of the Mood Disorder Questionnaire (MDQ) as a screening tool for bipolar spectrum disorders in anabaptist populations

Author: Dumont, Cassandra M., Sheridan, Laura M., Besancon, Emily K., Blattner, Meghan, Lopes, Fabiana, Kassem, Layla, and McMahon, Francis J.
Published: 2020
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14. Genome-wide association study of 40,000 individuals identifies two novel loci associated with bipolar disorder.

Author: Hou, Liping, Bergen, Sarah E, Akula, Nirmala, Song, Jie, Hultman, Christina M, Landén, Mikael, Adli, Mazda, Alda, Martin, Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Backlund, Lena, Badner, Judith A, Barrett, Thomas B, Bauer, Michael, Baune, Bernhard T, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Berrettini, Wade H, Bhattacharjee, Abesh Kumar, Biernacka, Joanna M, Birner, Armin, Bloss, Cinnamon S, Brichant-Petitjean, Clara, Bui, Elise T, Byerley, William, Cervantes, Pablo, Chillotti, Caterina, Cichon, Sven, Colom, Francesc, Coryell, William, Craig, David W, Cruceanu, Cristiana, Czerski, Piotr M, Davis, Tony, Dayer, Alexandre, Degenhardt, Franziska, Del Zompo, Maria, DePaulo, J Raymond, Edenberg, Howard J, Étain, Bruno, Falkai, Peter, Foroud, Tatiana, Forstner, Andreas J, Frisén, Louise, Frye, Mark A, Fullerton, Janice M, Gard, Sébastien, Garnham, Julie S, Gershon, Elliot S, Goes, Fernando S, Greenwood, Tiffany A, Grigoroiu-Serbanescu, Maria, Hauser, Joanna, Heilbronner, Urs, Heilmann-Heimbach, Stefanie, Herms, Stefan, Hipolito, Maria, Hitturlingappa, Shashi, Hoffmann, Per, Hofmann, Andrea, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kelsoe, John R, Kittel-Schneider, Sarah, Kliwicki, Sebastian, Koller, Daniel L, König, Barbara, Lackner, Nina, Laje, Gonzalo, Lang, Maren, Lavebratt, Catharina, Lawson, William B, Leboyer, Marion, Leckband, Susan G, Liu, Chunyu, Maaser, Anna, Mahon, Pamela B, Maier, Wolfgang, Maj, Mario, Manchia, Mirko, Martinsson, Lina, McCarthy, Michael J, McElroy, Susan L, McInnis, Melvin G, McKinney, Rebecca, Mitchell, Philip B, Mitjans, Marina, Mondimore, Francis M, Monteleone, Palmiero, Mühleisen, Thomas W, Nievergelt, Caroline M, Nöthen, Markus M, Novák, Tomas, Nurnberger, John I, Nwulia, Evaristus A, and Ösby, Urban
Subjects: Genetics, Mental Health, Clinical Research, Human Genome, Bipolar Disorder, Prevention, Brain Disorders, Serious Mental Illness, Mental health, Good Health and Well Being, Chromosomes, Human, X, Female, Genome-Wide Association Study, Humans, Male, Receptor, ErbB-2, Receptor, erbB-2, Biological Sciences, Medical and Health Sciences, Genetics & Heredity
Abstract: Bipolar disorder (BD) is a genetically complex mental illness characterized by severe oscillations of mood and behaviour. Genome-wide association studies (GWAS) have identified several risk loci that together account for a small portion of the heritability. To identify additional risk loci, we performed a two-stage meta-analysis of >9 million genetic variants in 9,784 bipolar disorder patients and 30,471 controls, the largest GWAS of BD to date. In this study, to increase power we used ∼2,000 lithium-treated cases with a long-term diagnosis of BD from the Consortium on Lithium Genetics, excess controls, and analytic methods optimized for markers on the X-chromosome. In addition to four known loci, results revealed genome-wide significant associations at two novel loci: an intergenic region on 9p21.3 (rs12553324, P = 5.87 × 10 - 9; odds ratio (OR) = 1.12) and markers within ERBB2 (rs2517959, P = 4.53 × 10 - 9; OR = 1.13). No significant X-chromosome associations were detected and X-linked markers explained very little BD heritability. The results add to a growing list of common autosomal variants involved in BD and illustrate the power of comparing well-characterized cases to an excess of controls in GWAS.
Published: 2016

15. Genetic variants associated with response to lithium treatment in bipolar disorder: a genome-wide association study.

Author: Hou, Liping, Heilbronner, Urs, Degenhardt, Franziska, Adli, Mazda, Akiyama, Kazufumi, Akula, Nirmala, Ardau, Raffaella, Arias, Bárbara, Backlund, Lena, Banzato, Claudio EM, Benabarre, Antoni, Bengesser, Susanne, Bhattacharjee, Abesh Kumar, Biernacka, Joanna M, Birner, Armin, Brichant-Petitjean, Clara, Bui, Elise T, Cervantes, Pablo, Chen, Guo-Bo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Clark, Scott R, Colom, Francesc, Cousins, David A, Cruceanu, Cristiana, Czerski, Piotr M, Dantas, Clarissa R, Dayer, Alexandre, Étain, Bruno, Falkai, Peter, Forstner, Andreas J, Frisén, Louise, Fullerton, Janice M, Gard, Sébastien, Garnham, Julie S, Goes, Fernando S, Grof, Paul, Gruber, Oliver, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Hofmann, Andrea, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kittel-Schneider, Sarah, Kliwicki, Sebastian, König, Barbara, Kusumi, Ichiro, Lackner, Nina, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G, Jaramillo, Carlos A López, MacQueen, Glenda, Manchia, Mirko, Martinsson, Lina, Mattheisen, Manuel, McCarthy, Michael J, McElroy, Susan L, Mitjans, Marina, Mondimore, Francis M, Monteleone, Palmiero, Nievergelt, Caroline M, Nöthen, Markus M, Ösby, Urban, Ozaki, Norio, Perlis, Roy H, Pfennig, Andrea, Reich-Erkelenz, Daniela, Rouleau, Guy A, Schofield, Peter R, Schubert, K Oliver, Schweizer, Barbara W, Seemüller, Florian, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D, Shimoda, Kazutaka, Simhandl, Christian, Slaney, Claire M, Smoller, Jordan W, Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Tighe, Sarah K, Tortorella, Alfonso, Turecki, Gustavo, Volkert, Julia, Witt, Stephanie, Wright, Adam, Young, L Trevor, Zandi, Peter P, Potash, James B, and DePaulo, J Raymond
Subjects: Humans, Lithium Compounds, Treatment Outcome, Prospective Studies, Bipolar Disorder, Genotype, Phenotype, Polymorphism, Single Nucleotide, Middle Aged, Female, Male, Glial Cell Line-Derived Neurotrophic Factor Receptors, Genetic Variation, Genome-Wide Association Study, Serious Mental Illness, Genetics, Mental Health, Human Genome, Brain Disorders, Genetic Testing, Mental health, Good Health and Well Being, Medical and Health Sciences, General & Internal Medicine
Abstract: BackgroundLithium is a first-line treatment in bipolar disorder, but individual response is variable. Previous studies have suggested that lithium response is a heritable trait. However, no genetic markers of treatment response have been reproducibly identified.MethodsHere, we report the results of a genome-wide association study of lithium response in 2563 patients collected by 22 participating sites from the International Consortium on Lithium Genetics (ConLiGen). Data from common single nucleotide polymorphisms (SNPs) were tested for association with categorical and continuous ratings of lithium response. Lithium response was measured using a well established scale (Alda scale). Genotyped SNPs were used to generate data at more than 6 million sites, using standard genomic imputation methods. Traits were regressed against genotype dosage. Results were combined across two batches by meta-analysis.FindingsA single locus of four linked SNPs on chromosome 21 met genome-wide significance criteria for association with lithium response (rs79663003, p=1·37 × 10(-8); rs78015114, p=1·31 × 10(-8); rs74795342, p=3·31 × 10(-9); and rs75222709, p=3·50 × 10(-9)). In an independent, prospective study of 73 patients treated with lithium monotherapy for a period of up to 2 years, carriers of the response-associated alleles had a significantly lower rate of relapse than carriers of the alternate alleles (p=0·03268, hazard ratio 3·8, 95% CI 1·1-13·0).InterpretationThe response-associated region contains two genes for long, non-coding RNAs (lncRNAs), AL157359.3 and AL157359.4. LncRNAs are increasingly appreciated as important regulators of gene expression, particularly in the CNS. Confirmed biomarkers of lithium response would constitute an important step forward in the clinical management of bipolar disorder. Further studies are needed to establish the biological context and potential clinical utility of these findings.FundingDeutsche Forschungsgemeinschaft, National Institute of Mental Health Intramural Research Program.
Published: 2016

16. HLA-DRB1 and HLA-DQB1 genetic diversity modulates response to lithium in bipolar affective disorders

Author: Le Clerc, Sigrid, Lombardi, Laura, Baune, Bernhard T., Amare, Azmeraw T., Schubert, Klaus Oliver, Hou, Liping, Clark, Scott R., Papiol, Sergi, Cearns, Micah, Heilbronner, Urs, Degenhardt, Franziska, Tekola-Ayele, Fasil, Hsu, Yi-Hsiang, Shekhtman, Tatyana, Adli, Mazda, Akula, Nirmala, Akiyama, Kazufumi, Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Backlund, Lena, Bhattacharjee, Abesh Kumar, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Biernacka, Joanna M., Birner, Armin, Brichant-Petitjean, Clara, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Cruceanu, Cristiana, Czerski, Piotr M., Dalkner, Nina, Dayer, Alexandre, Del Zompo, Maria, DePaulo, J. Raymond, Étain, Bruno, Jamain, Stephane, Falkai, Peter, Forstner, Andreas J., Frisen, Louise, Frye, Mark A., Fullerton, Janice M., Gard, Sébastien, Garnham, Julie S., Goes, Fernando S., Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kuo, Po-Hsiu, Kato, Tadafumi, Kelsoe, John R., Kittel-Schneider, Sarah, Ferensztajn-Rochowiak, Ewa, König, Barbara, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leckband, Susan G., Tortorella, Alfonso, Manchia, Mirko, Martinsson, Lina, McCarthy, Michael J., McElroy, Susan L., Colom, Francesc, Millischer, Vincent, Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Nievergelt, Caroline M., Nöthen, Markus M., Novák, Tomas, O’Donovan, Claire, Ozaki, Norio, Ösby, Urban, Pfennig, Andrea, Potash, James B., Reif, Andreas, Reininghaus, Eva, Rouleau, Guy A., Rybakowski, Janusz K., Schalling, Martin, Schofield, Peter R., Schweizer, Barbara W., Severino, Giovanni, Shilling, Paul D., Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M., Pisanu, Claudia, Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Maj, Mario, Turecki, Gustavo, Vieta, Eduard, Veeh, Julia, Witt, Stephanie H., Wright, Adam, Zandi, Peter P., Mitchell, Philip B., Bauer, Michael, Alda, Martin, Rietschel, Marcella, McMahon, Francis J., Schulze, Thomas G., Spadoni, Jean-Louis, Boukouaci, Wahid, Richard, Jean-Romain, Le Corvoisier, Philippe, Barrau, Caroline, Zagury, Jean-François, Leboyer, Marion, and Tamouza, Ryad
Published: 2021
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17. Is Routine Hardware Removal Following Open Reduction Internal Fixation of Tarsometatarsal Joint Fracture/Dislocation Necessary?

Author: VanPelt, Michael D., Athey, Alexander, Yao, Jie, Ennin, Kwame, Kassem, Layla, Mulligan, Ed, Lalli, Trapper, and Liu, George T.
Published: 2019
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18. Lithium Response in Bipolar Disorder is Associated with Focal Adhesion and PI3K-Akt Networks: A Multi-omics Replication Study

Author: Kelsoe, John, primary, Ou, Anna, additional, Rosenthal, Sara, additional, Adli, Mazda, additional, Akiyama, Kazufumi, additional, Akula, Nirmala, additional, Alda, Martin, additional, Amare, Azmeraw T., additional, Ardau, Raffaella, additional, Arias, Bárbara, additional, Aubry, Jean-Michel, additional, Backlund, Lena, additional, Banzato, Claudio, additional, Bauer, Michael, additional, Baune, Bernhard, additional, Bellivier, Frank, additional, Benabarre, Antonio, additional, Bengesser, Susanne, additional, Abesh, Bhattacharjee, additional, Biernacka, Joanna, additional, Bui, Elise, additional, Cervantes, Pablo, additional, Chen, Guo-Bo, additional, Chen, Hsi-Chung, additional, Chillotti, Caterina, additional, Cichon, Sven, additional, Clark, Scott, additional, Colom, Francesc, additional, Cousins, David, additional, Cruceanu, Cristiana, additional, Czerski, Piotr, additional, Dantas, Clarissa, additional, Dayer, Alexandre, additional, Degenhardt, Franziska, additional, DePaulo, J. Raymond, additional, Etain, Bruno, additional, Falkai, Peter, additional, Fellendorf, Frederike, additional, Ferensztajn-Rochowiak, Ewa, additional, Forstner, Andreas J., additional, Frisen, Louise, additional, Frye, Mark, additional, Fullerton, Janice, additional, Gard, Sebastien, additional, Garnham, Julie, additional, Goes, Fernando, additional, Grigoroiu-Serbanescu, Maria, additional, Grof, Paul, additional, Gruber, Oliver, additional, Hashimoto, Ryota, additional, Hauser, Joanna, additional, Heilbronner, Urs, additional, Herms, Stefan, additional, Hoffmann, Per, additional, Hofmann, Andrea, additional, Hou, Liping, additional, Jamain, Stéphane, additional, Jiménez, Esther, additional, Kahn, Jean-Pierre, additional, Kassem, Layla, additional, Kato, Tadafumi, additional, Kittel-Schneider, Sarah, additional, König, Barbara, additional, kuo, Po-Hsiu, additional, Kusumi, Ichiro, additional, Dalkner, Nina, additional, Laje, Gonzalo, additional, Landén, Mikael, additional, Lavebratt, Catharina, additional, Leboyer, Marion, additional, Leckband, Susan, additional, Jaramillo, Carlos López, additional, MacQueen, Glenda, additional, Maj, Mario, additional, Manchia, Mirko, additional, Marie-Claire, Cynthia, additional, Martinsson, Lina, additional, Mattheisen, Manuel, additional, McCarthy, Michael, additional, McElroy, Susan, additional, McMahon, Francis, additional, Mitchell, Philip, additional, Mitjans, Marina, additional, Mondimore, Francis, additional, Monteleone, Palmiero, additional, Nievergelt, Caroline, additional, Nöthen, Markus, additional, Novak, Tomas, additional, Osby, Urban, additional, Ozaki, Norio, additional, Papiol, Sergi, additional, Perlis, Roy, additional, Pfennig, Andrea, additional, Potash, James, additional, Reich-Erkelenz, Daniela, additional, Reif, Andreas, additional, Reininghaus, Eva, additional, Rietschel, Marcella, additional, Rouleau, Guy, additional, Rybakowski, Janusz K., additional, Schalling, Martin, additional, Schofield, Peter, additional, Schubert, Klaus Oliver, additional, Schulze, Thomas, additional, SCHWEIZER, BARBARA, additional, Seemüller, Florian, additional, Severino, Giovanni, additional, Shekhtman, Tatyana, additional, Shilling, Paul, additional, Shimoda, Kazutaka, additional, Simhandl, Christian, additional, slaney, claire, additional, Squassina, Alessio, additional, Stamm, Thomas, additional, Stopkova, Pavla, additional, Tighe, Sarah, additional, Tortorella, Alfonso, additional, Turecki, Gustavo, additional, Vieta, Eduard, additional, Volkert, Julia, additional, Witt, Stephanie, additional, Wray, Naomi, additional, Wright, Adam, additional, Young, Trevor, additional, Zandi, Peter, additional, and Zompo, Maria Del, additional
Published: 2023
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19. F30. MENTAL HEALTH RISK AND RESILIENCE DURING THE COVID-19 PANDEMIC AMONG INDIVIDUALS AT HIGH GENETIC RISK FOR BIPOLAR DISORDER

Author: Freifeld, Ally, primary, McMahon, Francis J., additional, Besancon, Emily, additional, Kassem, Layla, additional, Hosey, Katherine, additional, Arbona-Lampaya, Alejandro, additional, and D'Amico, Alex, additional
Published: 2023
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20. 6. DE NOVO MUTATIONS IN BIPOLAR DISORDER IMPLICATE GENES INVOLVED IN NEURODEVELOPMENT AND IMMUNITY

Author: Shimada, Takafumi, primary, Smith, Rachel, additional, Sung, Heejong, additional, Besancon, Emily, additional, Lopez, Fabiana, additional, Kassem, Layla, additional, Akula, Nirmala, additional, and McMahon, Francis J., additional
Published: 2023
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21. Microduplications of 16p11.2 are associated with schizophrenia

Author: McCarthy, Shane E, Makarov, Vladimir, Kirov, George, Addington, Anjene M, McClellan, Jon, Yoon, Seungtai, Perkins, Diana O, Dickel, Diane E, Kusenda, Mary, Krastoshevsky, Olga, Krause, Verena, Kumar, Ravinesh A, Grozeva, Detelina, Malhotra, Dheeraj, Walsh, Tom, Zackai, Elaine H, Kaplan, Paige, Ganesh, Jaya, Krantz, Ian D, Spinner, Nancy B, Roccanova, Patricia, Bhandari, Abhishek, Pavon, Kevin, Lakshmi, B, Leotta, Anthony, Kendall, Jude, Lee, Yoon-ha, Vacic, Vladimir, Gary, Sydney, Iakoucheva, Lilia M, Crow, Timothy J, Christian, Susan L, Lieberman, Jeffrey A, Stroup, T Scott, Lehtimäki, Terho, Puura, Kaija, Haldeman-Englert, Chad, Pearl, Justin, Goodell, Meredith, Willour, Virginia L, DeRosse, Pamela, Steele, Jo, Kassem, Layla, Wolff, Jessica, Chitkara, Nisha, McMahon, Francis J, Malhotra, Anil K, Potash, James B, Schulze, Thomas G, Nöthen, Markus M, Cichon, Sven, Rietschel, Marcella, Leibenluft, Ellen, Kustanovich, Vlad, Lajonchere, Clara M, Sutcliffe, James S, Skuse, David, Gill, Michael, Gallagher, Louise, Mendell, Nancy R, Craddock, Nick, Owen, Michael J, O'Donovan, Michael C, Shaikh, Tamim H, Susser, Ezra, DeLisi, Lynn E, Sullivan, Patrick F, Deutsch, Curtis K, Rapoport, Judith, Levy, Deborah L, King, Mary-Claire, and Sebat, Jonathan
Subjects: Mental health, Chromosomes, Human, Pair 16, Gene Duplication, Genetic Predisposition to Disease, Humans, Risk Factors, Schizophrenia, Wellcome Trust Case Control Consortium, Biological Sciences, Medical and Health Sciences, Developmental Biology
Abstract: Recurrent microdeletions and microduplications of a 600-kb genomic region of chromosome 16p11.2 have been implicated in childhood-onset developmental disorders. We report the association of 16p11.2 microduplications with schizophrenia in two large cohorts. The microduplication was detected in 12/1,906 (0.63%) cases and 1/3,971 (0.03%) controls (P = 1.2 x 10(-5), OR = 25.8) from the initial cohort, and in 9/2,645 (0.34%) cases and 1/2,420 (0.04%) controls (P = 0.022, OR = 8.3) of the replication cohort. The 16p11.2 microduplication was associated with a 14.5-fold increased risk of schizophrenia (95% CI (3.3, 62)) in the combined sample. A meta-analysis of datasets for multiple psychiatric disorders showed a significant association of the microduplication with schizophrenia (P = 4.8 x 10(-7)), bipolar disorder (P = 0.017) and autism (P = 1.9 x 10(-7)). In contrast, the reciprocal microdeletion was associated only with autism and developmental disorders (P = 2.3 x 10(-13)). Head circumference was larger in patients with the microdeletion than in patients with the microduplication (P = 0.0007).
Published: 2009

22. Strong Genetic Overlaps Between Dimensional and Categorical Models of Bipolar Disorders in a Family Sample

Author: Arbona-Lampaya, Alejandro, primary, Sung, Heejong, additional, D’Amico, Alexander, additional, Knowles, Emma E. M., additional, Besançon, Emily K., additional, Freifeld, Ally, additional, Lacbawan, Ley, additional, Lopes, Fabiana, additional, Kassem, Layla, additional, Nardi, Antonio E., additional, and McMahon, Francis J., additional
Published: 2023
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23. Immunogenetics of lithium response and psychiatric phenotypes in patients with bipolar disorder

Author: Herrera-Rivero, Marisol, primary, Gutiérrez-Fragoso, Karina, additional, Thalamuthu, Anbupalam, additional, Amare, Azmeraw T., additional, Adli, Mazda, additional, Akiyama, Kazufumi, additional, Akula, Nirmala, additional, Ardau, Raffaella, additional, Arias, Bárbara, additional, Aubry, Jean-Michel, additional, Backlund, Lena, additional, Bellivier, Frank, additional, Benabarre, Antonio, additional, Bengesser, Susanne, additional, Abesh, Bhattacharjee, additional, Biernacka, Joanna, additional, Birner, Armin, additional, Cearns, Micah, additional, Cervantes, Pablo, additional, Chen, Hsi-Chung, additional, Chillotti, Caterina, additional, Cichon, Sven, additional, Clark, Scott, additional, Colom, Francesc, additional, Cruceanu, Cristiana, additional, Czerski, Piotr, additional, Dalkner, Nina, additional, Degenhardt, Franziska, additional, Zompo, Maria Del, additional, DePaulo, J. Raymond, additional, Etain, Bruno, additional, Falkai, Peter, additional, Ferensztajn-Rochowiak, Ewa, additional, Forstner, Andreas J., additional, Frank, Josef, additional, Frisen, Louise, additional, Frye, Mark, additional, Fullerton, Janice, additional, Gallo, Carla, additional, Gard, Sebastien, additional, Garnham, Julie, additional, Goes, Fernando, additional, Grigoroiu-Serbanescu, Maria, additional, Grof, Paul, additional, Hashimoto, Ryota, additional, Hasler, Roland, additional, Hauser, Joanna, additional, Heilbronner, Urs, additional, Herms, Stefan, additional, Hoffmann, Per, additional, Hou, Liping, additional, Hsu, YiHsiang, additional, Jamain, Stéphane, additional, Jiménez, Esther, additional, Kahn, Jean-Pierre, additional, Kassem, Layla, additional, Kato, Tadafumi, additional, Kelsoe, John, additional, Kittel-Schneider, Sarah, additional, kuo, Po-Hsiu, additional, Kurtz, Joachim, additional, Kusumi, Ichiro, additional, König, Barbara, additional, Laje, Gonzalo, additional, Landén, Mikael, additional, Lavebratt, Catharina, additional, Leboyer, Marion, additional, Leckband, Susan, additional, Maj, Mario, additional, Manchia, Mirko, additional, Marie-Claire, Cynthia, additional, Martinsson, Lina, additional, McCarthy, Michael, additional, McElroy, Susan L., additional, Millischer, Vincent, additional, Mitjans, Marina, additional, Mondimore, Francis, additional, Monteleone, Palmiero, additional, Nievergelt, Caroline, additional, Novak, Tomas, additional, Nöthen, Markus, additional, odonovan, claire, additional, Ozaki, Norio, additional, Papiol, Sergi, additional, Pfennig, Andrea, additional, Pisanu, Claudia, additional, Potash, James, additional, Reif, Andreas, additional, Reininghaus, Eva, additional, Richard-Lepouriel, Hélène, additional, Roberts, Gloria, additional, Rouleau, Guy, additional, Rybakowski, Janusz K., additional, Schalling, Martin, additional, Schofield, Peter, additional, Schubert, Klaus Oliver, additional, Schulte, Eva, additional, SCHWEIZER, BARBARA, additional, Severino, Giovanni, additional, Shekhtman, Tatyana, additional, Shilling, Paul, additional, Shimoda, Kazutaka, additional, Simhandl, Christian, additional, slaney, claire, additional, Squassina, Alessio, additional, Stamm, Thomas, additional, Stopkova, Pavla, additional, Streit, Fabian, additional, Ayele, Fasil, additional, Tortorella, Alfonso, additional, Turecki, Gustavo, additional, Veeh, Julia, additional, Vieta, Eduard, additional, Viswanath, Biju, additional, Witt, Stephanie, additional, Zandi, Peter, additional, Alda, Martin, additional, Bauer, Michael, additional, McMahon, Francis, additional, Mitchell, Philip, additional, Rietschel, Marcella, additional, Schulze, Thomas, additional, and Baune, Bernhard, additional
Published: 2023
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24. Early-Onset Osteoarthritis originates at the chondrocyte level in Hip Dysplasia

Author: Hernandez, Paula A., Wells, Joel, Usheva, Emiliya, Nakonezny, Paul A., Barati, Zahra, Gonzalez, Roberto, Kassem, Layla, and Henson, Frances M. D.
Published: 2020
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25. 413. Heritability of Cognitive Functioning in Patients With Bipolar Disorder and Their Unaffected Relatives

Author: D'Amico, Alexander, primary, Sung, Heejong, additional, Besançon, Emily, additional, Arbona-Lampaya, Alejandro, additional, Freifeld, Ally, additional, Lacbawan, Ley, additional, Knowles, Emma, additional, Kassem, Layla, additional, and McMahon, Francis J., additional
Published: 2023
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26. 528. Heritability of Mood Disorder Questionnaire Scores in Families Affected by Bipolar Disorder

Author: Arbona-Lampaya, Alejandro, primary, Sung, Heejong, additional, Besançon, Emily, additional, D'Amico, Alexander, additional, Freifeld, Ally, additional, Lacbawan, Ley, additional, Knowles, Emma, additional, Lopes, Fabiana, additional, Kassem, Layla, additional, Nardi, Antonio, additional, and McMahon, Francis, additional
Published: 2023
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27. Neurocognitive functioning in euthymic patients with bipolar disorder and unaffected relatives: A review of the literature

Author: Cardenas, Stephanie A., Kassem, Layla, Brotman, Melissa A., Leibenluft, Ellen, and McMahon, Francis J.
Published: 2016
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28. Finding Rare, Disease-Associated Variants in Isolated Groups: Potential Advantages of Mennonite Populations

Author: Lopes, Fabiana L., Hou, Liping, Boldt, Angelica B. W., Kassem, Layla, Alves, Veronica M., Nardi, Antonio E., and McMahon, Francis J.
Published: 2016
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29. Recruitment of Human Subjects

Author: Kassem, Layla, primary
Published: 2018
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30. Association of Polygenic Score and the involvement of Cholinergic and Glutamatergic Pathways with Lithium Treatment Response in Patients with Bipolar Disorder

Author: Amare, Azmeraw, primary, Thalamuthu, Anbupalam, additional, Schubert, Klaus Oliver, additional, Fullerton, Janice, additional, Ahmed, Muktar, additional, Hartmann, Simon, additional, Papiol, Sergi, additional, Heilbronner, Urs, additional, Degenhardt, Franziska, additional, Tekola-Ayele, Fasil, additional, Hou, Liping, additional, Hsu, Yi-Hsiang, additional, Shekhtman, Tatyana, additional, Adli, Mazda, additional, Akula, Nirmala, additional, Akiyama, Kazufumi, additional, Ardau, Raffaella, additional, Arias, Bárbara, additional, Aubry, Jean-Michel, additional, Backlund, Lena, additional, Bhattacharjee, Abesh Kumar, additional, Bellivier, Frank, additional, Benabarre, Antoni, additional, Bengesser, Susanne, additional, Biernacka, Joanna, additional, Birner, Armin, additional, Marie-Claire, Cynthia, additional, Cervantes, Pablo, additional, Chen, Hsi-Chung, additional, Chillotti, Caterina, additional, Cichon, Sven, additional, Cruceanu, Cristiana, additional, Czerski, Piotr, additional, Dalkner, Nina, additional, Zompo, Maria Del, additional, DePaulo, J. Raymond, additional, Etain, Bruno, additional, Jamain, Stéphane, additional, Falkai, Peter, additional, Forstner, Andreas J., additional, Frisén, Louise, additional, Frye, Mark, additional, Gard, Sébastien, additional, Garnham, Julie, additional, Goes, Fernando, additional, Grigoroiu-Serbanescu, Maria, additional, Fallgatter, Andreas, additional, Stegmaier, Sophia, additional, Ethofer, Thomas, additional, Biere, Silvia, additional, Petrova, Kristiyana, additional, Schuster, Ceylan, additional, Adorjan, Kristina, additional, Budde, Monika, additional, Heilbronner, Maria, additional, Kalman, Janos, additional, Kohshour, Mojtaba Oraki, additional, Reich-Erkelenz, Daniela, additional, Schaupp, Sabrina, additional, Schulte, Eva, additional, Senner, Fanny, additional, Vogl, Thomas, additional, Anghelescu, Ion-George, additional, Arolt, Volker, additional, Dannlowski, Udo, additional, Dietrich, Detlef E., additional, Figge, Christian, additional, Jäger, Markus, additional, Lang, Fabian, additional, Juckel, Georg, additional, Spitzer, Carsten, additional, Reimer, Jens, additional, Schmauß, Max, additional, Schmitt, Andrea, additional, Konrad, Carsten, additional, von Hagen, Martin, additional, Wiltfang, Jens, additional, Zimmermann, Jörg, additional, Andlauer, Till, additional, Fischer, Andre, additional, Bermpohl, Felix, additional, Kraft, Vivien, additional, Matura, Silke, additional, Gryaznova, Anna, additional, Falkenberg, Irina, additional, Yildiz, Cüneyt, additional, Kircher, Tilo, additional, Schmidt, Julia, additional, Koch, Marius, additional, Gade, Katrin, additional, Trost, Sarah, additional, Haußleiter, Ida, additional, Lambert, Martin, additional, Rohenkohl, Anja C., additional, Grof, Paul, additional, Hashimoto, Ryota, additional, Hauser, Joanna, additional, Herms, Stefan, additional, Hoffmann, Per, additional, Jiménez, Esther, additional, Kahn, Jean-Pierre, additional, Kassem, Layla, additional, kuo, Po-Hsiu, additional, Kato, Tadafumi, additional, Kelsoe, John, additional, Kittel-Schneider, Sarah, additional, Ferensztajn-Rochowiak, Ewa, additional, König, Barbara, additional, Kusumi, Ichiro, additional, Laje, Gonzalo, additional, Landén, Mikael, additional, Lavebratt, Catharina, additional, Leboyer, Marion, additional, Leckband, Susan G., additional, Tortorella, Alfonso, additional, Manchia, Mirko, additional, Martinsson, Lina, additional, McCarthy, Michael, additional, McElroy, Susan L., additional, Colom, Francesc, additional, Mitjans, Marina, additional, Mondimore, Francis, additional, Monteleone, Palmiero, additional, Nievergelt, Caroline, additional, Nöthen, Markus, additional, Novak, Tomas, additional, O'Donovan, Claire, additional, Ozaki, Norio, additional, Pfennig, Andrea, additional, Pisanu, Claudia, additional, Potash, James, additional, Reif, Andreas, additional, Reininghaus, Eva, additional, Rouleau, Guy, additional, Rybakowski, Janusz K., additional, Schalling, Martin, additional, Schofield, Peter, additional, Schweizer, Barbara W., additional, Severino, Giovanni, additional, Shilling, Paul D, additional, Shimoda, Kazutaka, additional, Simhandl, Christian, additional, Slaney, Claire, additional, Squassina, Alessio, additional, Stamm, Thomas, additional, Stopkova, Pavla, additional, Maj, Mario, additional, Turecki, Gustavo, additional, Vieta, Eduard, additional, Veeh, Julia, additional, Witt, Stephanie, additional, Wright, Adam, additional, Zandi, Peter, additional, Mitchell, Philip, additional, Bauer, Michael, additional, Alda, Martin, additional, Rietschel, Marcella, additional, McMahon, Francis, additional, Schulze, Thomas G., additional, Millischer, Vincent, additional, Clark, Scott, additional, and Baune, Bernhard, additional
Published: 2023
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31. Symptom profiles and illness course among Anabaptist and Non-Anabaptist adults with major mood disorders

Author: Gill, Kelly E., Cardenas, Stephanie A., Kassem, Layla, Schulze, Thomas G., and McMahon, Francis J.
Published: 2016
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32. Apolipoprotein B: An essential cholesterol metric for atherosclerotic cardiovascular disease

Author: Fischer, Kyle, primary and Kassem, Layla, additional
Published: 2022
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33. RARE ALLELES THAT CONFER HIGH RISK FOR BIPOLAR DISORDER AND RELATED CONDITIONS IN ANABAPTIST FOUNDER POPULATIONS

Author: Sung, Heejong, primary, Kassem, Layla, additional, Besancon, Emily, additional, Lopes, Fabiana, additional, Detera-Wadleigh, Sevilla, additional, Akula, Nirmala, additional, Garcia, Joshua, additional, Hosey, Katherine, additional, Nardi, Antonio E., additional, Center, Regeneron Genetics, additional, Schulze, Thomas G., additional, and McMahon, Francis J., additional
Published: 2022
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34. Using polygenic scores and clinical data for bipolar disorder patient stratification and lithium response prediction: Machine learning approach

Author: Cearns, Micah, Amare, Azmeraw, Schubert, Klaus Oliver, Thalamuthu, Anbupalam, Frank, Joseph, Streit, Fabian, Adli, Mazda, Akula, Nirmala, Akiyama, Kazufumi, Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Backlund, Lena, Bhattacharjee, Abesh Kumar, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Biernacka, Joanna, Birner, Armin, Brichant-Petitjean, Clara, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Cruceanu, Cristiana, Czerski, Piotr, Dalkner, Nina, Dayer, Alexandre, Degenhardt, Franziska, Zompo, Maria Del, Depaulo, J Raymond, Étain, Bruno, Falkai, Peter, Forstner, Andreas, Frisen, Louise, Frye, Mark, Fullerton, Janice, Gard, Sébastien, Garnham, Julie, Goes, Fernando, Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Heilbronner, Urs, Herms, Stefan, Hoffmann, Per, Hofmann, Andrea, Hou, Liping, Hsu, Yi-Hsiang, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kuo, Po-Hsiu, Kato, Tadafumi, Kelsoe, John, Kittel-Schneider, Sarah, Kliwicki, Sebastian, König, Barbara, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan, Maj, Mario, Manchia, Mirko, Martinsson, Lina, Mccarthy, Michael, Mcelroy, Susan, Colom, Francesc, Mitjans, Marina, Mondimore, Francis, Monteleone, Palmiero, Nievergelt, Caroline, Nöthen, Markus, Novák, Tomas, O'Donovan, Claire, Ozaki, Norio, Millischer, Vincent, Papiol, Sergi, Pfennig, Andrea, Pisanu, Claudia, Potash, James, Reif, Andreas, Reininghaus, Eva, Rouleau, Guy, Rybakowski, Janusz, Schalling, Martin, Schofield, Peter, Schweizer, Barbara, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul, Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire, Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Tekola-Ayele, Fasil, Tortorella, Alfonso, Turecki, Gustavo, Veeh, Julia, Vieta, Eduard, Witt, Stephanie, Roberts, Gloria, Zandi, Peter, Alda, Martin, Bauer, Michael, Mcmahon, Francis, Mitchell, Philip, Schulze, Thomas, Rietschel, Marcella, Clark, Scott, Baune, Bernhard, Cearns, Micah, Amare, Azmeraw T, Schubert, Klaus Oliver, Thalamuthu, Anbupalam, Frank, Joseph, Streit, Fabian, Adli, Mazda, Akula, Nirmala, Akiyama, Kazufumi, Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Backlund, Lena, Bhattacharjee, Abesh Kumar, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Biernacka, Joanna M, Birner, Armin, Brichant-Petitjean, Clara, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Cruceanu, Cristiana, Czerski, Piotr M, Dalkner, Nina, Dayer, Alexandre, Degenhardt, Franziska, Zompo, Maria Del, Depaulo, J Raymond, Étain, Bruno, Falkai, Peter, Forstner, Andreas J, Frisen, Louise, Frye, Mark A, Fullerton, Janice M, Gard, Sébastien, Garnham, Julie S, Goes, Fernando S, Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Heilbronner, Ur, Herms, Stefan, Hoffmann, Per, Hofmann, Andrea, Hou, Liping, Hsu, Yi-Hsiang, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kuo, Po-Hsiu, Kato, Tadafumi, Kelsoe, John, Kittel-Schneider, Sarah, Kliwicki, Sebastian, König, Barbara, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G, Maj, Mario, Manchia, Mirko, Martinsson, Lina, Mccarthy, Michael J, Mcelroy, Susan, Colom, Francesc, Mitjans, Marina, Mondimore, Francis M, Monteleone, Palmiero, Nievergelt, Caroline M, Nöthen, Markus M, Novák, Toma, O'Donovan, Claire, Ozaki, Norio, Millischer, Vincent, Papiol, Sergi, Pfennig, Andrea, Pisanu, Claudia, Potash, James B, Reif, Andrea, Reininghaus, Eva, Rouleau, Guy A, Rybakowski, Janusz K, Schalling, Martin, Schofield, Peter R, Schweizer, Barbara W, Severino, Giovanni, Shekhtman, Tatyana, Shilling, Paul D, Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M, Squassina, Alessio, Stamm, Thoma, Stopkova, Pavla, Tekola-Ayele, Fasil, Tortorella, Alfonso, Turecki, Gustavo, Veeh, Julia, Vieta, Eduard, Witt, Stephanie H, Roberts, Gloria, Zandi, Peter P, Alda, Martin, Bauer, Michael, Mcmahon, Francis J, Mitchell, Philip B, Schulze, Thomas G, Rietschel, Marcella, Clark, Scott R, Baune, Bernhard T, Etain, Bruno, University of South Australia [Adelaide], South Australian Health and Medical Research Institute [ Adelaide] (SAHMRI), Centre for Healthy Brain Ageing (CHeBA), School of Psychiatry, UNSW Medicine, University of New South Wales, Sydney, University Medical Center Heidelberg, Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], National Institute of Mental Health (NIMH), National Institutes of Health [Bethesda] (NIH), Dokkyo Medical University, Università degli Studi di Cagliari = University of Cagliari (UniCa), University of Barcelona, Centro de Investigación Biomédica en Red Salud Mental [Madrid] (CIBER-SAM), Hôpital Universitaire de Genève = University Hospitals of Geneva (HUG), Karolinska Institute, Karolinska University Hospital [Stockholm], University of California [San Diego] (UC San Diego), University of California (UC), Optimisation thérapeutique en Neuropsychopharmacologie (OPTeN (UMR_S_1144 / U1144)), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona (UB), Medical University of Graz, Department of Health Sciences Research [Mayo Clinic] (HSR), Mayo Clinic, McGill University Health Center [Montreal] (MUHC), National Taiwan University [Taiwan] (NTU), University of Bonn, University Hospital Basel [Basel], Douglas Mental Health University Institute [Montréal], McGill University = Université McGill [Montréal, Canada], Poznan University of Medical Sciences [Poland] (PUMS), Johns Hopkins University (JHU), Ludwig Maximilian University [Munich] (LMU), University of Basel (Unibas), Karolinska Institutet [Stockholm], University of New South Wales [Sydney] (UNSW), Centre hospitalier Charles Perrens [Bordeaux], Dalhousie University [Halifax], 'Prof. Dr. Alexandru Obregia' Clinical Hospital of Psychiatry [Bucharest, Romania], Mood Disorders Center of Ottawa (MDCO), University of Ottawa [Ottawa], Osaka University [Osaka], Georg-August-University = Georg-August-Universität Göttingen, University Medical Center Göttingen (UMG), Institute of Psychiatric Phenomics and Genomics (IPPG), Ludwig-Maximilians-Universität München (LMU), Harvard School of Public Health, Harvard Medical School [Boston] (HMS), Institut Mondor de Recherche Biomédicale (IMRB), Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Centre Psychothérapique de Nancy [Laxou] (CPN), Juntendo University, Frankfurt University Hospital, Landesklinikum Neunkirchen (LK Neunkirchen), Hokkaido University [Sapporo, Japan], Sahlgrenska Academy at University of Gothenburg [Göteborg], VA San Diego Healthcare System [San Diego, CA, USA] (VASDHS), Università degli studi della Campania 'Luigi Vanvitelli' = University of the Study of Campania Luigi Vanvitelli, University of Cincinnati (UC), IMIM-Hospital del Mar, Generalitat de Catalunya, Instituto de Salud Carlos III [Madrid] (ISC), Università degli Studi di Salerno = University of Salerno (UNISA), National Institute of Mental Health [Klecany, Czech Republic] (NIMH), Nagoya University, Medizinische Universität Wien = Medical University of Vienna, University Hospital Carl Gustav Carus [Dresden, Germany], Technische Universität Dresden = Dresden University of Technology (TU Dresden), Montreal Neurological Institute and Hospital, Neuroscience Research Australia (NeuRA), Sigmund Freud University (SFU), Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Università degli Studi di Perugia = University of Perugia (UNIPG), Medical Faculty [Mannheim], Universität Heidelberg [Heidelberg], Johns Hopkins Bloomberg School of Public Health [Baltimore], University Medical Center, University of Adelaide, Westfälische Wilhelms-Universität Münster = University of Münster (WWU), Melbourne Medical School [Melbourne], Faculty of Medicine, Dentistry and Health Sciences [Melbourne], University of Melbourne-University of Melbourne, University of Melbourne, and The Florey Institute of Neuroscience and Mental Health
Subjects: Psychiatry and Mental health, depressive disorder, bipolar affective disorder, outcome studies, [SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, Mood stabiliser, Mood stabilisers, [SDV.MHEP.PSM] Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, genetics, genetic, depressive disorders, bipolar affective disorders
Abstract: BackgroundResponse to lithium in patients with bipolar disorder is associated with clinical and transdiagnostic genetic factors. The predictive combination of these variables might help clinicians better predict which patients will respond to lithium treatment.AimsTo use a combination of transdiagnostic genetic and clinical factors to predict lithium response in patients with bipolar disorder.MethodThis study utilised genetic and clinical data (n = 1034) collected as part of the International Consortium on Lithium Genetics (ConLi+Gen) project. Polygenic risk scores (PRS) were computed for schizophrenia and major depressive disorder, and then combined with clinical variables using a cross-validated machine-learning regression approach. Unimodal, multimodal and genetically stratified models were trained and validated using ridge, elastic net and random forest regression on 692 patients with bipolar disorder from ten study sites using leave-site-out cross-validation. All models were then tested on an independent test set of 342 patients. The best performing models were then tested in a classification framework.ResultsThe best performing linear model explained 5.1% (P = 0.0001) of variance in lithium response and was composed of clinical variables, PRS variables and interaction terms between them. The best performing non-linear model used only clinical variables and explained 8.1% (P = 0.0001) of variance in lithium response. A priori genomic stratification improved non-linear model performance to 13.7% (P = 0.0001) and improved the binary classification of lithium response. This model stratified patients based on their meta-polygenic loadings for major depressive disorder and schizophrenia and was then trained using clinical data.ConclusionsUsing PRS to first stratify patients genetically and then train machine-learning models with clinical predictors led to large improvements in lithium response prediction. When used with other PRS and biological markers in the future this approach may help inform which patients are most likely to respond to lithium treatment.
Published: 2022

35. Association of Polygenic Score for Schizophrenia and HLA Antigen and Inflammation Genes With Response to Lithium in Bipolar Affective Disorder: A Genome-Wide Association Study

Author: Amare, Azmeraw T., Schubert, Klaus Oliver, Hou, Liping, Clark, Scott R., Papiol, Sergi, Heilbronner, Urs, Degenhardt, Franziska, Tekola-Ayele, Fasil, Hsu, Yi-Hsiang, Shekhtman, Tatyana, Adli, Mazda, Akula, Nirmala, Akiyama, Kazufumi, Ardau, Raffaella, Arias, Bárbara, Aubry, Jean-Michel, Backlund, Lena, Bhattacharjee, Abesh Kumar, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Biernacka, Joanna M., Birner, Armin, Brichant-Petitjean, Clara, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Cruceanu, Cristiana, Czerski, Piotr M., Dalkner, Nina, Dayer, Alexandre, Del Zompo, Maria, DePaulo, J. Raymond, Étain, Bruno, Falkai, Peter, Forstner, Andreas J., Frisen, Louise, Frye, Mark A., Fullerton, Janice M., Gard, Sébastien, Garnham, Julie S., Goes, Fernando S., Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Hofmann, Andrea, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Kassem, Layla, Kuo, Po-Hsiu, Kato, Tadafumi, Kelsoe, John, Kittel-Schneider, Sarah, Kliwicki, Sebastian, König, Barbara, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G., Tortorella, Alfonso, Manchia, Mirko, Martinsson, Lina, McCarthy, Michael J., McElroy, Susan, Colom, Francesc, Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Nievergelt, Caroline M., Nöthen, Markus M., Novák, Tomas, O’Donovan, Claire, Ozaki, Norio, Ösby, Urban, Pfennig, Andrea, Potash, James B., Reif, Andreas, Reininghaus, Eva, Rouleau, Guy A., Rybakowski, Janusz K., Schalling, Martin, Schofield, Peter R., Schweizer, Barbara W., Severino, Giovanni, Shilling, Paul D., Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M., Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Maj, Mario, Turecki, Gustavo, Vieta, Eduard, Volkert, Julia, Witt, Stephanie, Wright, Adam, Zandi, Peter P., Mitchell, Philip B., Bauer, Michael, Alda, Martin, Rietschel, Marcella, McMahon, Francis J., Schulze, Thomas G., and Baune, Bernhard T.
Published: 2018
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36. Association of polygenic score for major depression with response to lithium in patients with bipolar disorder

Author: Amare, Azmeraw T., Schubert, Klaus Oliver, Hou, Liping, Clark, Scott R., Papiol, Sergi, Cearns, Micah, Heilbronner, Urs, Degenhardt, Franziska, Tekola-Ayele, Fasil, Hsu, Yi Hsiang, Shekhtman, Tatyana, Adli, Mazda, Akula, Nirmala, Akiyama, Kazufumi, Ardau, Raffaella, Arias, Bárbara, Aubry, Jean Michel, Backlund, Lena, Bhattacharjee, Abesh Kumar, Bellivier, Frank, Benabarre, Antonio, Bengesser, Susanne, Biernacka, Joanna M., Birner, Armin, Brichant-Petitjean, Clara, Cervantes, Pablo, Chen, Hsi Chung, Chillotti, Caterina, Cichon, Sven, Cruceanu, Cristiana, Czerski, Piotr M., Dalkner, Nina, Dayer, Alexandre, Del Zompo, Maria, DePaulo, J. Raymond, Étain, Bruno, Jamain, Stephane, Falkai, Peter, Forstner, Andreas J., Frisen, Louise, Frye, Mark A., Fullerton, Janice M., Gard, Sébastien, Garnham, Julie S., Goes, Fernando S., Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Hofmann, Andrea, Jiménez, Esther, Kahn, Jean Pierre, Kassem, Layla, Kuo, Po Hsiu, Kato, Tadafumi, Kelsoe, John R., Kittel-Schneider, Sarah, Kliwicki, Sebastian, König, Barbara, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Leboyer, Marion, Leckband, Susan G., Tortorella, Alfonso, Manchia, Mirko, Martinsson, Lina, McCarthy, Michael J., McElroy, Susan L., Colom, Francesc, Mitjans, Marina, Mondimore, Francis M., Monteleone, Palmiero, Nievergelt, Caroline M., Nöthen, Markus M., Novák, Tomas, O’Donovan, Claire, Ozaki, Norio, Ösby, Urban, Pfennig, Andrea, Potash, James B., Reif, Andreas, Wray, Naomi R., Ripke, Stephan, Mattheisen, Manuel, Trzaskowski, Maciej, Byrne, Enda M., Abdellaoui, Abdel, Adams, Mark J., Agerbo, Esben, Air, Tracy M., Andlauer, Till F.M., Bacanu, Silviu Alin, Bækvad-Hansen, Marie, Beekman, Aartjan T.F., Bigdeli, Tim B., Binder, Elisabeth B., Blackwood, Douglas H.R., Bryois, Julien, Buttenschøn, Henriette N., Bybjerg-Grauholm, Jonas, Cai, Na, Castelao, Enrique, Christensen, Jane varregaard, Clarke, Toni Kim, Coleman, Jonathan R.I., Colodro-Conde, Lucía, Couvy-Duchesne, Baptiste, Craddock, Nick, Crawford, Gregory E., Davies, Gail, Deary, Ian J., Derks, Eske M., Direk, Nese, Dolan, Conor V., Dunn, Erin C., Eley, Thalia C., Escott-Price, Valentina, Kiadeh, Farnush Farhadi Hassan, Finucane, Hilary K., Frank, Josef, Gaspar, Héléna A., Gill, Michael, Gordon, Scott D., Grove, Jakob, Hall, Lynsey S., Hansen, Christine Søholm, Hansen, Thomas F., Hickie, Ian B., Homuth, Georg, Horn, Carsten, Hottenga, Jouke Jan, Hougaard, David M., Ising, Marcus, Jansen, Rick, Jorgenson, Eric, Knowles, James A., Kohane, Isaac S., Kraft, Julia, Kretzschmar, Warren W., Krogh, Jesper, Kutalik, Zoltán, Li, Yihan, Lind, Penelope A., MacIntyre, Donald J., MacKinnon, Dean F., Maier, Robert M., Maier, Wolfgang, Marchini, Jonathan, Mbarek, Hamdi, McGrath, Patrick, McGuffin, Peter, Medland, Sarah E., Mehta, Divya, Middeldorp, Christel M., Mihailov, Evelin, Milaneschi, Yuri, Milani, Lili, Montgomery, Grant W., Mostafavi, Sara, Mullins, Niamh, Nauck, Matthias, Ng, Bernard, Nivard, Michel G., Nyholt, Dale R., O’Reilly, Paul F., Oskarsson, Hogni, Owen, Michael J., Painter, Jodie N., Pedersen, Carsten Bøcker, Pedersen, Marianne Giørtz, Peterson, Roseann E., Pettersson, Erik, Peyrot, Wouter J., Pistis, Giorgio, Posthuma, Danielle, Quiroz, Jorge A., Qvist, Per, Rice, John P., Riley, Brien P., Rivera, Margarita, Mirza, Saira Saeed, Schoevers, Robert, Schulte, Eva C., Shen, Ling, Shi, Jianxin, Shyn, Stanley I., Sigurdsson, Engilbert, Sinnamon, Grant C.B., Smit, Johannes H., Smith, Daniel J., Stefansson, Hreinn, Steinberg, Stacy, Streit, Fabian, Strohmaier, Jana, Tansey, Katherine E., Teismann, Henning, Teumer, Alexander, Thompson, Wesley, Thomson, Pippa A., Thorgeirsson, Thorgeir E., Traylor, Matthew, Treutlein, Jens, Trubetskoy, Vassily, Uitterlinden, André G., Umbricht, Daniel, Van der Auwera, Sandra, van Hemert, Albert M., Viktorin, Alexander, Visscher, Peter M., Wang, Yunpeng, Webb, Bradley T., Weinsheimer, Shantel Marie, Wellmann, Jürgen, Willemsen, Gonneke, Witt, Stephanie H., Wu, Yang, Xi, Hualin S., Yang, Jian, Zhang, Futao, Arolt, Volker, Baune, Bernhard T., Berger, Klaus, Boomsma, Dorret I., Dannlowski, Udo, de Geus, E. J.C., Domenici, Enrico, Domschke, Katharina, Esko, Tõnu, Grabe, Hans J., Hamilton, Steven P., Hayward, Caroline, Heath, Andrew C., Kendler, Kenneth S., Kloiber, Stefan, Lewis, Glyn, Li, Qingqin S., Lucae, Susanne, Madden, Pamela A.F., Magnusson, Patrik K., Martin, Nicholas G., McIntosh, Andrew M., Metspalu, Andres, Mors, Ole, Mortensen, Preben Bo, Müller-Myhsok, Bertram, Nordentoft, Merete, O’Donovan, Michael C., Paciga, Sara A., Pedersen, Nancy L., Penninx, Brenda W.J.H., Perlis, Roy H., Porteous, David J., Preisig, Martin, Rietschel, Marcella, Schaefer, Catherine, Schulze, Thomas G., Smoller, Jordan W., Stefansson, Kari, Tiemeier, Henning, Uher, Rudolf, Völzke, Henry, Weissman, Myrna M., Werge, Thomas, Lewis, Cathryn M., Levinson, Douglas F., Breen, Gerome, Børglum, Anders D., Sullivan, Patrick F., Reininghaus, Eva, Rouleau, Guy A., Rybakowski, Janusz K., Schalling, Martin, Schofield, Peter R., Schweizer, Barbara W., Severino, Giovanni, Shilling, Paul D., Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M., Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Maj, Mario, Turecki, Gustavo, Vieta, Eduard, Veeh, Julia, Wright, Adam, Zandi, Peter P., Mitchell, Philip B., Bauer, Michael, Alda, Martin, McMahon, Francis J., APH - Mental Health, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Reproduction & Development (AR&D), Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention, Amsterdam Neuroscience - Cellular & Molecular Mechanisms, Human genetics, APH - Digital Health, APH - Methodology, Biological Psychology, APH - Personalized Medicine, APH - Health Behaviors & Chronic Diseases, Complex Trait Genetics, Clinical Cognitive Neuropsychiatry Research Program (CCNP), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Jamain, Stéphane, University of Adelaide, South Australian Health and Medical Research Institute [ Adelaide] (SAHMRI), Mental Health Services [Adelaide, SA, Australia], National Institute of Mental Health (NIMH), Ludwig Maximilian University [Munich] (LMU), Georg-August-University = Georg-August-Universität Göttingen, Institut für Genetik - Universität Bonn / Institute of Genetics - University of Bonn, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Harvard Medical School [Boston] (HMS), Harvard School of Public Health, University of California [San Diego] (UC San Diego), University of California (UC), Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], Dokkyo Medical University, Università degli Studi di Cagliari = University of Cagliari (UniCa), Universitat Autònoma de Barcelona (UAB), Centro de Investigación Biomédica en Red de Salud Mental [Barcelona, Spain] (CIBERSAM), Hospital Sant Joan de Déu [Barcelona], Geneva University Hospital (HUG), Karolinska Institutet [Stockholm], Karolinska University Hospital [Stockholm], Optimisation thérapeutique en Neuropsychopharmacologie (OPTeN (UMR_S_1144 / U1144)), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona (UB), Karl-Franzens-Universität Graz, Mayo Clinic [Rochester], McGill University Health Center [Montreal] (MUHC), National Taiwan University [Taiwan] (NTU), University Hospital Basel [Basel], Poznan University of Medical Sciences [Poland] (PUMS), Johns Hopkins University (JHU), Institut Mondor de Recherche Biomédicale (IMRB), Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Fondation FondaMental [Créteil], IMRB - 'Neuropsychiatrie translationnelle' [Créteil] (U955 Inserm - UPEC), Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), University of Basel (Unibas), Neuroscience Research Australia [Sydney, NSW, Australia] (NRA), University of New South Wales [Sydney] (UNSW), Psychiatrie de l'enfant et de l'adolescent [CH C. Perrens, Bordeaux], SECOP - centre hospitalier Charles Perrens, Dalhousie University [Halifax], 'Prof. Dr. Alexandru Obregia' Clinical Hospital of Psychiatry [Bucharest, Romania], Mood Disorders Center of Ottawa (MDCO), University of Ottawa [Ottawa], Osaka University [Osaka], Graduate School of Medicine [Osaka], Centro de Investigación Biomédica en Red Salud Mental [Madrid] (CIBER-SAM), Psychiatrie et Psychologie Clinique de Liaison [CHRU Nancy], Centre Hospitalier Régional Universitaire de Nancy (CHRU Nancy), Centre Psychothérapique de Nancy (CPN), National Institutes of Health [Bethesda] (NIH), Environmental Molecular Biology Laboratory (RIKEN), RIKEN - Institute of Physical and Chemical Research [Japon] (RIKEN), Goethe-University Frankfurt am Main, Landesklinikum Neunkirchen (LK Neunkirchen), Hokkaido University Graduate School of Medicine [Sapporo, Japan], Sahlgrenska Academy at University of Gothenburg [Göteborg], Research Service VA San Diego Healthcare System, Università degli Studi di Perugia = University of Perugia (UNIPG), University of Cincinnati (UC), IMIM-Hospital del Mar, Generalitat de Catalunya, Max Planck Institute of Experimental Medicine [Göttingen] (MPI), Max-Planck-Gesellschaft, University of Salerno (UNISA), University of the Study of Campania Luigi Vanvitelli, National Institute of Mental Health [Klecany, Czech Republic] (NIMH), Nagoya University Graduate School of Medicine [Japon], Technische Universität Dresden = Dresden University of Technology (TU Dresden), Medical University Graz, Montreal Neurological Institute and Hospital, McGill University = Université McGill [Montréal, Canada], Sigmund Freud University (SFU), Douglas Mental Health University Institute [Montréal], University of Heidelberg, Medical Faculty, Black Dog Institute [Sydney, Australia], Johns Hopkins Bloomberg School of Public Health [Baltimore], Westfälische Wilhelms-Universität Münster = University of Münster (WWU), Melbourne Medical School [Melbourne], Faculty of Medicine, Dentistry and Health Sciences [Melbourne], University of Melbourne-University of Melbourne, The Florey Institute of Neuroscience and Mental Health [Parkville, VIC, Australie], University of Melbourne, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium: Naomi R Wray, Stephan Ripke, Manuel Mattheisen, Maciej Trzaskowski, Enda M Byrne, Abdel Abdellaoui, Mark J Adams, Esben Agerbo, Tracy M Air, Till F M Andlauer, Silviu-Alin Bacanu, Marie Bækvad-Hansen, Aartjan T F Beekman, Tim B Bigdeli, Elisabeth B Binder, Douglas H R Blackwood, Julien Bryois, Henriette N Buttenschøn, Jonas Bybjerg-Grauholm, Na Cai, Enrique Castelao, Jane Varregaard Christensen, Toni-Kim Clarke, Jonathan R I Coleman, Lucía Colodro-Conde, Baptiste Couvy-Duchesne, Nick Craddock, Gregory E Crawford, Gail Davies, Ian J Deary, Franziska Degenhardt, Eske M Derks, Nese Direk, Conor V Dolan, Erin C Dunn, Thalia C Eley, Valentina Escott-Price, Farnush Farhadi Hassan Kiadeh, Hilary K Finucane, Andreas J Forstner, Josef Frank, Héléna A Gaspar, Michael Gill, Fernando S Goes, Scott D Gordon, Jakob Grove, Lynsey S Hall, Christine Søholm Hansen, Thomas F Hansen, Stefan Herms, Ian B Hickie, Per Hoffmann, Georg Homuth, Carsten Horn, Jouke-Jan Hottenga, David M Hougaard, Marcus Ising, Rick Jansen, Eric Jorgenson, James A Knowles, Isaac S Kohane, Julia Kraft, Warren W Kretzschmar, Jesper Krogh, Zoltán Kutalik, Yihan Li, Penelope A Lind, Donald J MacIntyre, Dean F MacKinnon, Robert M Maier, Wolfgang Maier, Jonathan Marchini, Hamdi Mbarek, Patrick McGrath, Peter McGuffin, Sarah E Medland, Divya Mehta, Christel M Middeldorp, Evelin Mihailov, Yuri Milaneschi, Lili Milani, Francis M Mondimore, Grant W Montgomery, Sara Mostafavi, Niamh Mullins, Matthias Nauck, Bernard Ng, Michel G Nivard, Dale R Nyholt, Paul F O'Reilly, Hogni Oskarsson, Michael J Owen, Jodie N Painter, Carsten Bøcker Pedersen, Marianne Giørtz Pedersen, Roseann E Peterson, Erik Pettersson, Wouter J Peyrot, Giorgio Pistis, Danielle Posthuma, Jorge A Quiroz, Per Qvist, John P Rice, Brien P Riley, Margarita Rivera, Saira Saeed Mirza, Robert Schoevers, Eva C Schulte, Ling Shen, Jianxin Shi, Stanley I Shyn, Engilbert Sigurdsson, Grant C B Sinnamon, Johannes H Smit, Daniel J Smith, Hreinn Stefansson, Stacy Steinberg, Fabian Streit, Jana Strohmaier, Katherine E Tansey, Henning Teismann, Alexander Teumer, Wesley Thompson, Pippa A Thomson, Thorgeir E Thorgeirsson, Matthew Traylor, Jens Treutlein, Vassily Trubetskoy, André G Uitterlinden, Daniel Umbricht, Sandra Van der Auwera, Albert M van Hemert, Alexander Viktorin, Peter M Visscher, Yunpeng Wang, Bradley T Webb, Shantel Marie Weinsheimer, Jürgen Wellmann, Gonneke Willemsen, Stephanie H Witt, Yang Wu, Hualin S Xi, Jian Yang, Futao Zhang, Volker Arolt, Bernhard T Baune, Klaus Berger, Dorret I Boomsma, Sven Cichon, Udo Dannlowski, E J C de Geus, J Raymond DePaulo, Enrico Domenici, Katharina Domschke, Tõnu Esko, Hans J Grabe, Steven P Hamilton, Caroline Hayward, Andrew C Heath, Kenneth S Kendler, Stefan Kloiber, Glyn Lewis, Qingqin S Li, Susanne Lucae, Pamela A F Madden, Patrik K Magnusson, Nicholas G Martin, Andrew M McIntosh, Andres Metspalu, Ole Mors, Preben Bo Mortensen, Bertram Müller-Myhsok, Merete Nordentoft, Markus M Nöthen, Michael C O'Donovan, Sara A Paciga, Nancy L Pedersen, Brenda W J H Penninx, Roy H Perlis, David J Porteous, James B Potash, Martin Preisig, Marcella Rietschel, Catherine Schaefer, Thomas G Schulze, Jordan W Smoller, Kari Stefansson, Henning Tiemeier, Rudolf Uher, Henry Völzke, Myrna M Weissman, Thomas Werge, Cathryn M Lewis, Douglas F Levinson, Gerome Breen, Anders D Børglum, Patrick F Sullivan., Epidemiology, Internal Medicine, Child and Adolescent Psychiatry / Psychology, Georg-August-University [Göttingen], University of California, Universita degli Studi di Cagliari [Cagliari], Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Paris (UP), University of Graz, Università degli Studi di Perugia (UNIPG), University of Münster, Karl-Franzens-Universität [Graz, Autriche], Amare, A. T., Schubert, K. O., Hou, L., Clark, S. R., Papiol, S., Cearns, M., Heilbronner, U., Degenhardt, F., Tekola-Ayele, F., Hsu, Y. -H., Shekhtman, T., Adli, M., Akula, N., Akiyama, K., Ardau, R., Arias, B., Aubry, J. -M., Backlund, L., Bhattacharjee, A. K., Bellivier, F., Benabarre, A., Bengesser, S., Biernacka, J. M., Birner, A., Brichant-Petitjean, C., Cervantes, P., Chen, H. -C., Chillotti, C., Cichon, S., Cruceanu, C., Czerski, P. M., Dalkner, N., Dayer, A., Del Zompo, M., Depaulo, J. R., Etain, B., Jamain, S., Falkai, P., Forstner, A. J., Frisen, L., Frye, M. A., Fullerton, J. M., Gard, S., Garnham, J. S., Goes, F. S., Grigoroiu-Serbanescu, M., Grof, P., Hashimoto, R., Hauser, J., Herms, S., Hoffmann, P., Hofmann, A., Jimenez, E., Kahn, J. -P., Kassem, L., Kuo, P. -H., Kato, T., Kelsoe, J. R., Kittel-Schneider, S., Kliwicki, S., Konig, B., Kusumi, I., Laje, G., Landen, M., Lavebratt, C., Leboyer, M., Leckband, S. G., Tortorella, A., Manchia, M., Martinsson, L., Mccarthy, M. J., Mcelroy, S. L., Colom, F., Mitjans, M., Mondimore, F. M., Monteleone, P., Nievergelt, C. M., Nothen, M. M., Novak, T., O'Donovan, C., Ozaki, N., Osby, U., Pfennig, A., Potash, J. B., Reif, A., Wray, N. R., Ripke, S., Mattheisen, M., Trzaskowski, M., Byrne, E. M., Abdellaoui, A., Adams, M. J., Agerbo, E., Air, T. M., Andlauer, T. F. M., Bacanu, S. -A., Baekvad-Hansen, M., Beekman, A. T. F., Bigdeli, T. B., Binder, E. B., Blackwood, D. H. R., Bryois, J., Buttenschon, H. N., Bybjerg-Grauholm, J., Cai, N., Castelao, E., Christensen, J., Clarke, T. -K., Coleman, J. R. I., Colodro-Conde, L., Couvy-Duchesne, B., Craddock, N., Crawford, G. E., Davies, G., Deary, I. J., Derks, E. M., Direk, N., Dolan, C. V., Dunn, E. C., Eley, T. C., Escott-Price, V., Kiadeh, F. F. H., Finucane, H. K., Frank, J., Gaspar, H. A., Gill, M., Gordon, S. D., Grove, J., Hall, L. S., Hansen, C. S., Hansen, T. F., Hickie, I. B., Homuth, G., Horn, C., Hottenga, J. -J., Hougaard, D. M., Ising, M., Jansen, R., Jorgenson, E., Knowles, J. A., Kohane, I. S., Kraft, J., Kretzschmar, W. W., Krogh, J., Kutalik, Z., Li, Y., Lind, P. A., Macintyre, D. J., Mackinnon, D. F., Maier, R. M., Maier, W., Marchini, J., Mbarek, H., Mcgrath, P., Mcguffin, P., Medland, S. E., Mehta, D., Middeldorp, C. M., Mihailov, E., Milaneschi, Y., Milani, L., Montgomery, G. W., Mostafavi, S., Mullins, N., Nauck, M., Ng, B., Nivard, M. G., Nyholt, D. R., O'Reilly, P. F., Oskarsson, H., Owen, M. J., Painter, J. N., Pedersen, C. B., Pedersen, M. G., Peterson, R. E., Pettersson, E., Peyrot, W. J., Pistis, G., Posthuma, D., Quiroz, J. A., Qvist, P., Rice, J. P., Riley, B. P., Rivera, M., Mirza, S. S., Schoevers, R., Schulte, E. C., Shen, L., Shi, J., Shyn, S. I., Sigurdsson, E., Sinnamon, G. C. B., Smit, J. H., Smith, D. J., Stefansson, H., Steinberg, S., Streit, F., Strohmaier, J., Tansey, K. E., Teismann, H., Teumer, A., Thompson, W., Thomson, P. A., Thorgeirsson, T. E., Traylor, M., Treutlein, J., Trubetskoy, V., Uitterlinden, A. G., Umbricht, D., Van der Auwera, S., van Hemert, A. M., Viktorin, A., Visscher, P. M., Wang, Y., Webb, B. T., Weinsheimer, S. M., Wellmann, J., Willemsen, G., Witt, S. H., Wu, Y., Xi, H. S., Yang, J., Zhang, F., Arolt, V., Baune, B. T., Berger, K., Boomsma, D. I., Dannlowski, U., de Geus, E. J. C., Domenici, E., Domschke, K., Esko, T., Grabe, H. J., Hamilton, S. P., Hayward, C., Heath, A. C., Kendler, K. S., Kloiber, S., Lewis, G., Li, Q. S., Lucae, S., Madden, P. A. F., Magnusson, P. K., Martin, N. G., Mcintosh, A. M., Metspalu, A., Mors, O., Mortensen, P. B., Muller-Myhsok, B., Nordentoft, M., O'Donovan, M. C., Paciga, S. A., Pedersen, N. L., Penninx, B. W. J. H., Perlis, R. H., Porteous, D. J., Preisig, M., Rietschel, M., Schaefer, C., Schulze, T. G., Smoller, J. W., Stefansson, K., Tiemeier, H., Uher, R., Volzke, H., Weissman, M. M., Werge, T., Lewis, C. M., Levinson, D. F., Breen, G., Borglum, A. D., Sullivan, P. F., Reininghaus, E., Rouleau, G. A., Rybakowski, J. K., Schalling, M., Schofield, P. R., Schweizer, B. W., Severino, G., Shilling, P. D., Shimoda, K., Simhandl, C., Slaney, C. M., Squassina, A., Stamm, T., Stopkova, P., Maj, M., Turecki, G., Vieta, E., Veeh, J., Wright, A., Zandi, P. P., Mitchell, P. B., Bauer, M., Alda, M., Mcmahon, F. J., and Adult Psychiatry
Subjects: 0301 basic medicine, Netherlands Twin Register (NTR), Lithium (medication), [SDV.MHEP.PSM] Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, Genome-wide association study, Logistic regression, THERAPY, ddc:616.89, 0302 clinical medicine, Medicine, Major depression, PREDICTORS, Depression (differential diagnoses), RISK, Depression, Psychiatry and Mental health, Quartile, Cohort, AUGMENTATION, medicine.drug, POLARITY, medicine.medical_specialty, GENETICS, Bipolar disorder, [SDV.GEN.GH] Life Sciences [q-bio]/Genetics/Human genetics, Lithium, PROPHYLACTIC LITHIUM, 03 medical and health sciences, Cellular and Molecular Neuroscience, SDG 3 - Good Health and Well-being, Internal medicine, Humans, ddc:610, AGENTS, Molecular Biology, Genetic association, Depressive Disorder, Major, business.industry, medicine.disease, EFFICACY, 030104 developmental biology, [SDV.GEN.GH]Life Sciences [q-bio]/Genetics/Human genetics, [SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, PHARMACOLOGICAL-TREATMENTS, business, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: © 2020, The Author(s), under exclusive licence to Springer Nature Limited.Lithium is a first-line medication for bipolar disorder (BD), but only one in three patients respond optimally to the drug. Since evidence shows a strong clinical and genetic overlap between depression and bipolar disorder, we investigated whether a polygenic susceptibility to major depression is associated with response to lithium treatment in patients with BD. Weighted polygenic scores (PGSs) were computed for major depression (MD) at different GWAS p value thresholds using genetic data obtained from 2586 bipolar patients who received lithium treatment and took part in the Consortium on Lithium Genetics (ConLi+Gen) study. Summary statistics from genome-wide association studies in MD (135,458 cases and 344,901 controls) from the Psychiatric Genomics Consortium (PGC) were used for PGS weighting. Response to lithium treatment was defined by continuous scores and categorical outcome (responders versus non-responders) using measurements on the Alda scale. Associations between PGSs of MD and lithium treatment response were assessed using a linear and binary logistic regression modeling for the continuous and categorical outcomes, respectively. The analysis was performed for the entire cohort, and for European and Asian sub-samples. The PGSs for MD were significantly associated with lithium treatment response in multi-ethnic, European or Asian populations, at various p value thresholds. Bipolar patients with a low polygenic load for MD were more likely to respond well to lithium, compared to those patients with high polygenic load [lowest vs highest PGS quartiles, multi-ethnic sample: OR = 1.54 (95% CI: 1.18–2.01) and European sample: OR = 1.75 (95% CI: 1.30–2.36)]. While our analysis in the Asian sample found equivalent effect size in the same direction: OR = 1.71 (95% CI: 0.61–4.90), this was not statistically significant. Using PGS decile comparison, we found a similar trend of association between a high genetic loading for MD and lower response to lithium. Our findings underscore the genetic contribution to lithium response in BD and support the emerging concept of a lithium-responsive biotype in BD.
Published: 2021

37. Apolipoprotein B: An essential cholesterol metric for atherosclerotic cardiovascular disease.

Author: Fischer, Kyle and Kassem, Layla
Subjects: *ATHEROSCLEROSIS risk factors, *CARDIOVASCULAR disease prevention, *TRIGLYCERIDES, *LDL cholesterol, *HYPERLIPIDEMIA, *RISK assessment, *MEDICAL protocols, *APOLIPOPROTEINS
Abstract: The article discusses the role of apolipoprotein B (apoB) in assessing and optimizing cardiovascular disease (CVD) management. Topics discussed include characterization of apoB, the American Heart Association/American College of Cardiology cholesterol clinical practice guideline on apoB, and the accuracy of apoB as a marker of atherosclerotic CVD risk than non-high-density lipoprotein cholesterol.
Published: 2023
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38. Association of ADHD and depression polygenic scores with lithium response: A Consortium for Lithium Genetics study

Author: Coombes, Brandon J, Millischer, Vincent, Amare, Azmeraw T, Vieta, Eduard, Witt, Stephanie H, Zandi, Peter P, Fullerton, Janice M, Alda, Martin, Frye, Mark A, Schulze, Thomas G, McMahon, Francis J, Biernacka, Joanna M, Ardau, Raffaella, Arias, Barbara, Aubry, Jean-Michel, Backlund, Lena, Bauer, Michael, Baune, Bernhard T, Bellivier, Frank, Benabarre, Antoni, Bengesser, Susanne, Batzler, Anthony, Bhattacharjee, Abesh Kumar, Cervantes, Pablo, Chen, Hsi-Chung, Chillotti, Caterina, Cichon, Sven, Clark, Scott R, Colom, Francesc, Cruceanu, Cristiana, Czerski, Piotr M, Dalkner, Nina, Larrabee, Beth, Degenhardt, Franziska, Zompo, Maria Del, DePaulo, J Raymond, Étain, Bruno, Falkai, Peter, Ferensztajn-Rochowiak, Ewa, Forstner, Andreas J, Frisen, Louise, Gard, Sébastien, Garnham, Julie S, Hou, Liping, Goes, Fernando S, Grigoroiu-Serbanescu, Maria, Grof, Paul, Hashimoto, Ryota, Hauser, Joanna, Herms, Stefan, Hoffmann, Per, Jamain, Stephane, Jiménez, Esther, Kahn, Jean-Pierre, Papiol, Sergi, Kassem, Layla, Kato, Tadafumi, Kelsoe, John R, Kittel-Schneider, Sarah, König, Barbara, Kuo, Po-Hsiu, Kusumi, Ichiro, Laje, Gonzalo, Landén, Mikael, Lavebratt, Catharina, Heilbronner, Urs, Leboyer, Marion, Leckband, Susan G, Maj, Mario, Manchia, Mirko, Martinsson, Lina, McCarthy, Michael J, McElroy, Susan L, Mitchell, Philip B, Mitjans, Marina, Mondimore, Francis M, Adli, Mazda, Monteleone, Palmiero, Nievergelt, Caroline M, Nöthen, Markus M, Novák, Tomas, O'Donovan, Claire, Osby, Urban, Ozaki, Norio, Pfennig, Andrea, Pisanu, Claudia, Potash, James B, Akiyama, Kazufumi, Reif, Andreas, Reininghaus, Eva, Rietschel, Marcella, Rouleau, Guy A, Rybakowski, Janusz K, Schalling, Martin, Schofield, Peter R, Schubert, Klaus Oliver, Schweizer, Barbara W, Severino, Giovanni, Akula, Nirmala, Shekhtman, Tatyana, Shilling, Paul D, Shimoda, Katzutaka, Simhandl, Christian, Slaney, Claire M, Squassina, Alessio, Stamm, Thomas, Stopkova, Pavla, Tortorella, Alfonso, and Turecki, Gustavo
Subjects: ddc:150
Published: 2021

39. RETENTION AND ATTRITION AMONG AFRICAN AMERICANS IN THE STAR*D STUDY: WHAT CAUSES RESEARCH VOLUNTEERS TO STAY OR STRAY?

Author: Murphy, Eleanor J., Kassem, Layla, Chemerinski, Anat, Rush, John A., Laje, Gonzalo, and McMahon, Francis J.
Published: 2013
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40. Polygenic Risk for Anxiety Influences Anxiety Comorbidity and Suicidal Behavior in Bipolar Disorder

Author: Lopes, Fabiana, primary, Zhu, Kevin, additional, Purves, Kirstin L, additional, Song, Christopher, additional, Ahn, Kwangmi, additional, Hou, Liping, additional, Akula, Nirmala, additional, Kassem, Layla, additional, Bergen, Sarah E., additional, Landen, Mikael, additional, Veras, Andre B, additional, Nardi, Antonio E, additional, Group, Bipolar Genome Study Consortium, additional, and McMahon, Francis J, additional
Published: 2020
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41. The Bipolar Disorder Phenome Database: A Resource for Genetic Studies

Author: Potash, James B., Toolan, Jennifer, Steele, Jo, Miller, Erin B., Pearl, Justin, Zandi, Peter P., Schulze, Thomas G., Kassem, Layla, Simpson, Sylvia G., Lopez, Victor, MacKinnon, Dean F., and McMahon, Francis J.
Published: 2007

42. Parental Diagnoses in Youth With Narrow Phenotype Bipolar Disorder or Severe Mood Dysregulation

Author: Brotman, Melissa A., Kassem, Layla, Reising, Michelle M., Guyer, Amanda E., Dickstein, Daniel P., Rich, Brendan A., Towbin, Kenneth E., Pine, Daniel S., McMahon, Francis J., and Leibenluft, Ellen
Published: 2007

43. Familiality of Polarity at Illness Onset in Bipolar Affective Disorder

Author: Kassem, Layla, Lopez, Victor, Hedeker, Don, Steele, Jo, Zandi, Peter, and McMahon, Francis J.
Published: 2006

44. 94. AN INDUCED PLURIPOTENT STEM CELL (IPSC) RESOURCE FROM GENETICALLY ISOLATED FAMILIES WITH NEUROPSYCHIATRIC DISORDERS

Author: Detera-Wadleigh, Sevilla, Kassem, Layla, Besancon, Emily, Lopes, Fabiana, Akula, Nirmala, Garcia, Joshua, Hosey, Katherine, Schulze, Thomas, Gordovez, Francis, Lacbawan, Ley, Jiang, Xueying, Russ, Jill, Nardi, Antonio E, Regeneron Genetics Center, and McMahon, Francis J.
Published: 2022
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45. Genotype-Phenotype Studies in Bipolar Disorder Showing Association Between the DAOA/G30 Locus and Persecutory Delusions: A First Step Toward a Molecular Genetic Classification of Psychiatric Phenotypes

Author: Schulze, Thomas G., Ohlraun, Stephanie, Czerski, Piotr M., Schumacher, Johannes, Kassem, Layla, Deschner, Monika, Gross, Magdalena, Tullius, Monja, Heidmann, Vivien, Kovalenko, Svetlana, Jamra, Rami Abou, Becker, Tim, Leszczynska-Rodziewicz, Anna, Hauser, Joanna, Illig, Thomas, Klopp, Norman, Wellek, Stefan, Cichon, Sven, Henn, Fritz A., McMahon, Francis J., Maier, Wolfgang, Propping, Peter, Nöthen, Markus M., and Rietschel, Marcella
Published: 2005

46. The impact of maternal history and behavior upon foster placement and adjustment in sexually abused girls

Author: Leifer, Myra, Shapiro, Jeremy P., and Kassem, Layla
Subjects: Sexually abused children -- Psychological aspects, Foster home care -- Psychological aspects, Mothers and daughters -- Psychological aspects, Abused women -- Psychological aspects, Family and marriage, Sociology and social work
Abstract: This study investigated the impact of the nonoffending mother's childhood history and current functioning upon the psychological status and placement decisions for 68 sexually abused girls. Maternal history of abuse and/or poor childhood attachment relationships were significantly related to current maternal substance abuse. Maternal substance abuse and dissatisfaction with social support were significantly associated with lack of maternal support to the child and more abuse incidents, which in turn were related to more sexual abuse-related symptomatology and placement in foster care. The findings are congruent with studies indicating that intergenerational transmission of abuse is not inevitable, and suggest that maternal substance abuse and social isolation are important mediating variables between maternal history of sexual abuse and response to the abused child. The findings suggest that interventions targeted to the nonoffending mothers may be important in reducing child dysfunction and placement in foster care in the aftermath of sexual abuse.
Published: 1993

47. Cognitive functioning and social competence as predictors of maladjustment in sexually abused girls

Author: Shapiro, Jeremy, Leifer, Myra, Martone, Mary W., and Kassem, Layla
Subjects: Sexually abused children -- Psychological aspects, Adjustment (Psychology) -- Research, Law, Psychology and mental health, Sociology and social work
Abstract: Astudy was conducted to determine if internal factors such as cognitive ability and social competence affects adjustment of sexually abused girls. Resuts showed that high-cognition is correlated with emotional distress while low social competence is associated with higher degrees of maladjustment. This could be due to the large array of interpretations that more intelligent children could think of. These results indicate that inherent variables may affect the adjustment of abused children.
Published: 1992

48. MOESM4 of Detecting significant genotype–phenotype association rules in bipolar disorder: market research meets complex genetics

Author: Breuer, René, Mattheisen, Manuel, Frank, Josef, Krumm, Bertram, Treutlein, Jens, Kassem, Layla, Strohmaier, Jana, Herms, Stefan, Mühleisen, Thomas, Degenhardt, Franziska, Cichon, Sven, Nöthen, Markus, Karypis, George, Kelsoe, John, Greenwood, Tiffany, Nievergelt, Caroline, Shilling, Paul, Shekhtman, Tatyana, Edenberg, Howard, Craig, David, Szelinger, Szabolcs, Nurnberger, John, Gershon, Elliot, Ney Alliey-Rodriguez, Zandi, Peter, Goes, Fernando, Schork, Nicholas, Smith, Erin, Koller, Daniel, Zhang, Peng, Badner, Judith, Berrettini, Wade, Cinnamon Bloss, Byerley, William, Coryell, William, Foroud, Tatiana, Yirin Guo, Hipolito, Maria, Keating, Brendan, Lawson, William, Chunyu Liu, Mahon, Pamela, McInnis, Melvin, Murray, Sarah, Evaristus Nwulia, Potash, James, Rice, John, Scheftner, William, Zöllner, Sebastian, McMahon, Francis, Rietschel, Marcella, and Schulze, Thomas
Abstract: Additional file 4: Text S1. Supplementary notes on methods.
Published: 2018
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49. T25CLINICAL PRESENTATION AND COURSE OF BIPOLAR DISORDER IN ANABAPTISTS

Author: Sheridan, Laura, primary, Dumont, Cassandra, additional, Besancon, Emily, additional, Kassem, Layla, additional, and McMahon, Francis J., additional
Published: 2019
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50. 80 TRANSCRIPTOMIC SIGNATURE OF THE 16P11.2 DUPLICATION IN CULTURED NEURONS AND BRAIN

Author: Akula, Nirmala, primary, Jiang, Xueying, additional, Liu, Siyuan, additional, Kassem, Layla, additional, Detera-Wadleigh, Sevilla, additional, England, Bryce, additional, Raznahan, Armin, additional, and McMahon, Francis J., additional
Published: 2019
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