Professor Jian Yang
Group Leader, Genomics of Development and Disease Division
Professorial Research Fellow
Institute for Molecular Bioscience
Joint Appointment
Queensland Brain Institute
334 66396
+61 7 334 66396
Highlights
Jian Yang is a Professor of Statistical Genomics at Institute for Molecular Bioscience, The University of Queensland (UQ). He received his PhD in 2008 from Zhejiang University, China, which was followed by postdoctoral research at the QIMR Berghofer Medical Research Institute. He joined UQ in 2012.
His research interests are in developing novel methods and software tools to better understand the genetic architecture of complex traits and disease using high-throughput genetic and genomic data. He was the 2012 recipient of the Centenary Institute Lawrence Creative Prize, in recognition of his contribution to solving the missing heritability paradox.
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He received a NHMRC RD Wright Career Development Fellowship in the same year, and was one of two recipients of the Sylvia and Charles Viertel Charitable Foundation’s Senior Medical Research Fellowship in 2014. He was awarded the Australian Academy of Science Ruth Stephens Gani Medal for distinguished research in human genetics in 2015, and was part of a team awarded an NHMRC Program Grant in 2016.
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Researcher biography
Jian Yang is a Professor of Statistical Genomics at Institute for Molecular Bioscience, The University of Queensland (UQ). He received his PhD in 2008 from Zhejiang University, China, which was followed by postdoctoral research at the QIMR Berghofer Medical Research Institute. He joined UQ in 2012. His research interests are in developing novel methods and software tools to better understand the genetic architecture of complex traits and disease using high-throughput genetic and genomic data. He was the 2012 recipient of the Centenary Institute Lawrence Creative Prize, in recognition of his contribution to solving the missing heritability paradox. He received a NHMRC RD Wright Career Development Fellowship in the same year, and was one of two recipients of the Sylvia and Charles Viertel Charitable Foundation's Senior Medical Research Fellowship in 2014. He was awarded the Australian Academy of Science Ruth Stephens Gani Medal for distinguished research in human genetics in 2015, and was part of a team awarded an NHMRC Program Grant in 2016.
Book Chapter
Yang, J., Lee, (Sang) Hong, Goddard, M. E. and Visscher, Peter (2013). Genome-wide complex trait analysis (GCTA): methods, data analyses, and interpretations. In Cedric Gondro, Julius van der Werf and Ben Hayes (Ed.), Genome-Wide Association Studies and Genomic Prediction (pp. 215-236) New York, NY U.S.A.: Humana Press. doi:10.1007/978-1-62703-447-0_9
Journal Articles
Yang, Jian, Zeng, Jian, Goddard, Michael E., Wray, Naomi R. and Visscher, Peter M. (2017) Concepts, estimation and interpretation of SNP-based heritability. Nature Genetics, 49 9: 1304-1310. doi:10.1038/ng.3941
Robinson, Matthew R., English, Geoffrey, Moser, Gerhard, Lloyd-Jones, Luke R., Triplett, Marcus A., Zhu, Zhihong, Nolte, Ilja M., Van Vliet-Ostaptchouk, Jana V., Snieder, Harold, Esko, Tonu, Milani, Lili, Magi, Reedik, Metspalu, Andres, Magnusson, Patrik K. E., Pedersen, Nancy L., Ingelsson, Erik, Johannesson, Magnus, Yang, Jian, Cesarini, David and Visscher, Peter M. (2017) Genotype-covariate interaction effects and the heritability of adult body mass index. Nature Genetics, 49 8: 1174-1181. doi:10.1038/ng.3912
Yengo, Loic, Zhu, Zhihong, Wray, Naomi R., Weir, Bruce S., Yang, Jian, Robinson, Matthew R. and Visscher, Peter M. (2017) Detection and quantification of inbreeding depression for complex traits from SNP data. PNAS: Proceedings of the National Academy of Sciences of the United States of America, 114 32: 8602-8607. doi:10.1073/pnas.1621096114
Visscher, Peter M., Wray, Naomi R., Zhang, Qian, Sklar, Pamela, McCarthy, Mark I., Brown, Matthew A. and Yang, Jian (2017) 10 years of GWAS discovery: biology, function, and translation. American Journal of Human Genetics, 101 1: 5-22. doi:10.1016/j.ajhg.2017.06.005
Sapkota, Yadav, Steinthorsdottir, Valgerdur, Morris, Andrew P., Fassbender, Amelie, Rahmioglu, Nilufer, De Vivo, Immaculata, Buring, Julie E., Zhang, Futao, Edwards, Todd L., Jones, Sarah, Dorien, O., Peterse, Danielle, Rexrode, Kathryn M., Ridker, Paul M., Schork, Andrew J., MacGregor, Stuart, Martin, Nicholas G., Becker, Christian M., Adachi, Sosuke, Yoshihara, Kosuke, Enomoto, Takayuki, Takahashi, Atsushi, Kamatani, Yoichiro, Matsuda, Koichi, Kubo, Michiaki, Thorleifsson, Gudmar, Geirsson, Reynir T., Thorsteinsdottir, Unnur, Wallace, Leanne M., Yang, Jian, Edwards, Digna R. Velez, Nyegaard, Mette, Low, Siew-Kee, Zondervan, Krina T., Missmer, Stacey A., D'Hooghe, Thomas, Montgomery, Grant W., Chasman, Daniel I., Stefansson, Kari, Tung, Joyce Y. and Nyholt, Dale R. (2017) Meta-analysis identifies five novel loci associated with endometriosis highlighting key genes involved in hormone metabolism. Nature Communications, 8 15539-15539. doi:10.1038/ncomms15539
Wu, Yang, Zheng, Zhili, Visscher, Peter M. and Yang, Jian (2017) Quantifying the mapping precision of genome-wide association studies using whole-genome sequencing data. Genome Biology, 18 1: 86-86. doi:10.1186/s13059-017-1216-0
Yang, Jian, Jin, Zi-Bing, Chen, Jie, Huang, Xiu-Feng, Li, Xiao-Man, Liang, Yuan-Bo, Mao, Jian-Yang, Chen, Xin, Zheng, Zhili, Bakshi, Andrew, Zheng, Dong-Dong, Zheng, Mei-Qin, Wray, Naomi R., Visscher, Peter M., Lu, Fan and Qu, Jia (2017) Genetic signatures of high-altitude adaptation in Tibetans. Proceedings of the National Academy of Sciences, 114 16: 4189-4194. doi:10.1073/pnas.1617042114
Robinson, Matthew R., Kleinman, Aaron, Graff, Mariaelisa, Vinkhuyzen, Anna A. E., Couper, David, Miller, Michael B., Peyrot, Wouter J., Abdellaoui, Abdel, Zietsch, Brendan P., Nolte, Ilja M., van Vliet-Ostaptchouk, Jana V., Snieder, Harold, The LifeLines Cohort Study, Genetic Investigation of Anthropometric Traits (GIANT) consortium, Medland, Sarah E., Martin, Nicholas G., Magnusson, Patrik K. E., Iacono, William G., McGue, Matt, North, Kari E., Yang, Jian and Visscher, Peter M. (2017) Genetic evidence of assortative mating in humans. Nature Human Behaviour, 1 . doi:10.1038/s41562-016-0016
Lloyd-Jones, Luke R., Holloway, Alexander, McRae, Allan, Yang, Jian, Small, Kerrin, Zeng, Biao, Bakshi, Andrew, Metspalu, Andres, Dermitzakis, Manolis, Gibson, Greg, Spector, Tim, Montgomery, Grant, Esko, Tonu, Visscher, Peter M. and Powell, Joseph E. (2017) The genetic architecture of gene expression in peripheral blood. American Journal of Human Genetics, 100 2: 228-237. doi:10.1016/j.ajhg.2016.12.008
Kassam, Irfahan, Lloyd-Jones, Luke, Holloway, Alexander, Small, Kerrin S., Zeng, Biao, Bakshi, Andrew, Metspalu, Andres, Gibson, Greg, Spector, Tim D., Esko, Tonu, Montgomery, Grant W., Powell, Joseph E., Yang, Jian, Visscher, Peter M. and McRae, Allan F. (2016) Autosomal genetic control of human gene expression does not differ across the sexes. Genome Biology, 17 1: 248.1-248.10. doi:10.1186/s13059-016-1111-0
Wang, Wenzhe, Li, Weili, Ding, Mingjian, Yuan, Haining, Yang, Jian, Meng, Wen, Jin, Er, Wang, Xiaoju and Ma, Shenglin (2016) Identification of miRNAs as non-invasive biomarkers for early diagnosis of lung cancers. Tumor Biology, 1-7. doi:10.1007/s13277-016-5442-y
Marioni, R. E., Yang, J., Dykiert, D., Mottus, R., Campbell, A., Davies, G., Hayward, C., Porteous, D. J., Visscher, P. M. and Deary, I. J. (2016) Assessing the genetic overlap between BMI and cognitive function. Molecular Psychiatry, 21 10: 1477-1482. doi:10.1038/mp.2015.205
van der Harst, Pim, van Setten, Jessica, Verweij, Niek, Vogler, Georg, Franke, Lude, Maurano, Matthew T., Wang, Xinchen, Mateo Leach, Irene, Eijgelsheim, Mark, Sotoodehnia, Nona, Hayward, Caroline, Sorice, Rossella, Meirelles, Osorio, Lyytikainen, Leo-Pekka, Polasek, Ozren, Tanaka, Toshiko, Arking, Dan E., Ulivi, Sheila, Trompet, Stella, Muller-Nurasyid, Martina, Smith, Albert V., Dorr, Marcus, Kerr, Kathleen F., Magnani, Jared W., Del Greco, Fabiola, Zhang, Weihua, Nolte, Ilja M., Silva, Claudia T., Padmanabhan, Sandosh, Tragante, Vinicius, Esko, Tõnu, Abecasis, Gonçalo R., Adriaens, Michiel E., Andersen, Karl, Barnett, Phil, Bis, Joshua C., Bodmer, Rolf, Buckley, Brendan M., Campbell, Harry, Cannon, Megan V., Chakravarti, Aravinda, Chen, Lin Y., Delitala, Alessandro, Devereux, Richard B., Doevendans, Pieter A., Dominiczak, Anna F., Ferrucci, Luigi, Ford, Ian, Gieger, Christian, Harris, Tamara B., Haugen, Eric, Heinig, Matthias, Hernandez, Dena G., Hillege, Hans L., Hirschhorn, Joel N., Hofman, Albert, Hubner, Norbert, Hwang, Shih-Jen, Iorio, Annamaria, Kahonen, Mika, Kellis, Manolis, Kolcic, Ivana, Kooner, Ishminder K., Kooner, Jaspal S., Kors, Jan A., Lakatta, Edward G., Lage, Kasper, Launer, Lenore J., Levy, Daniel, Lundby, Alicia, Macfarlane, Peter W., May, Dalit, Meitinger, Thomas, Metspalu, Andres, Nappo, Stefania, Naitza, Silvia, Neph, Shane, Nord, Alex S., Nutile, Teresa, Okin, Peter M., Olsen, Jesper V., Oostra, Ben A., Penninger, Josef M., Pennacchio, Len A., Pers, Tune H., Perz, Siegfried, Peters, Annette, Pinto, Yigal M., Pfeufer, Arne, Pilia, Maria Grazia, Pramstaller, Peter P., Prins, Bram P., Raitakari, Olli T., Raychaudhuri, Soumya, Rice, Ken M., Rossin, Elizabeth J., Rotter, Jerome I., Schafer, Sebastian, Schlessinger, David, Schmidt, Carsten O., Sehmi, Jobanpreet, Sillje, Herman H. W., Sinagra, Gianfranco, Sinner, Moritz F., Slowikowski, Kamil, Soliman, Elsayed Z., Spector, Timothy D., Spiering, Wilko, Stamatoyannopoulos, John A., Stolk, Ronald P., Strauch, Konstantin, Tan, Sian-Tsung, Tarasov, Kirill V., Trinh, Bosco, Uitterlinden, Andre G., van den Boogaard, Malou, van Duijn, Cornelia M., van Gilst, Wiek H., Viikari, Jorma S., Visscher, Peter M., Vitart, Veronique, Volker, Uwe, Waldenberger, Melanie, Weichenberger, Christian X., Westra, Harm-Jan, Wijmenga, Cisca, Wolffenbuttel, Bruce H., Yang, Jian, Bezzina, Connie R., Munroe, Patricia B., Snieder, Harold, Wright, Alan F., Rudan, Igor, Boyer, Laurie A., Asselbergs, Folkert W., van Veldhuisen, Dirk J., Stricker, Bruno H., Psaty, Bruce M., Ciullo, Marina, Sanna, Serena, Lehtimaki, Terho, Wilson, James F., Bandinelli, Stefania, Alonso, Alvaro, Gasparini, Paolo, Jukema, J. Wouter, Kaab, Stefan, Gudnason, Vilmundur, Felix, Stephan B., Heckbert, Susan R., de Boer, Rudolf A., Newton-Cheh, Christopher, Hicks, Andrew A., Chambers, John C., Jamshidi, Yalda, Visel, Axel, Christoffels, Vincent M., Isaacs, Aaron, Samani, Nilesh J. and de Bakker, Paul I. W. (2016) 52 genetic loci influencing myocardial mass. Journal of the American College of Cardiology, 68 13: 1435-1448. doi:10.1016/j.jacc.2016.07.729
Bakshi, Andrew, Zhu, Zhihong, Vinkhuyzen, Anna A. E., Hill, W. David, Mcrae, Allan F., Visscher, Peter M. and Yang, Jian (2016) Fast set-based association analysis using summary data from GWAS identifies novel gene loci for human complex traits. Scientific Reports, 6 . doi:10.1038/srep32894
van Rheenen, Wouter, Shatunov, Aleksey, Dekker, Annelot M., McLaughlin, Russell L., Diekstra, Frank P., Pulit, Sara L., van der Spek, Rick A. A., Vosa, Urmo, de Jong, Simone, Robinson, Matthew R., Yang, Jian, Fogh, Isabella, van Doormaal, Perry T. C., Tazelaar, Gijs H. P., Koppers, Max, Blokhuis, Anna M., Sproviero, William, Jones, Ashley R., Kenna, Kevin P., van Eijk, Kristel R., Harschnitz, Oliver, Schellevis, Raymond D., Brands, William J., Medic, Jelena, Menelaou, Androniki, Vajda, Alice, Ticozzi, Nicola, Lin, Kuang, Rogelj, Boris, Vrabec, Katarina, Ravnik-Glavac, Metka, Koritnik, Blazi, Zidar, Janez, Leonardis, Lea, Groselj, Leja Dolenc, Millecamps, Stephanie, Salachas, Francois, Meininger, Vincent, de Carvalho, Mamede, Pinto, Susana, Mora, Jesus S., Rojas-Garcia, Ricardo, Polak, Meraida, Chandran, Siddharthan, Colville, Shuna, Swingler, Robert, Morrison, Karen E., Shaw, Pamela J., Hardy, John, Orrell, Richard W., Pittman, Alan, Sidle, Katie, Fratta, Pietro, Malaspina, Andrea, Topp, Simon, Petri, Susanne, Abdulla, Susanne, Drepper, Carsten, Sendtner, Michael, Meyer, Thomas, Ophoff, Roel A., Staats, Kim A., Wiedau-Pazos, Martina, Lomen-Hoerth, Catherine, Van Deerlin, Vivianna M., Trojanowski, John Q., Elman, Lauren, McCluskey, Leo, Basak, A. Nazli, Tunca, Ceren, Hamzeiy, Hamid, Parman, Yesim, Meitinger, Thomas, Lichtner, Peter, Radivojkov-Blagojevic, Milena, Andres, Christian R., Maurel, Cindy, Bensimon, Gilbert, Landwehrmeyer, Bernhard, Brice, Alexis, Payan, Christine A. M., Saker-Delye, Safaa, Duerr, Alexandra, Wood, Nicholas W., Tittmann, Lukas, Lieb, Wolfgang, Franke, Andre, Rietschel, Marcella, Cichon, Sven, Noethen, Markus M., Amouyel, Philippe, Tzourio, Christophe, Dartigues, Jean-Francois, Uitterlinden, Andre G., Rivadeneira, Fernando, Estrada, Karol, Hofman, Albert, Curtis, Charles, Blauw, Hylke M., van der Kooi, Anneke J., de Visser, Marianne, Goris, An, Weber, Markus, Shaw, Christopher E., Smith, Bradley N., Pansarasa, Orietta, Cereda, Cristina, Del Bo, Roberto, Comi, Giacomo P., D'Alfonso, Sandra, Bertolin, Cinzia, Soraru, Gianni, Mazzini, Letizia, Pensato, Viviana, Gellera, Cinzia, Tiloca, Cinzia, Ratti, Antonia, Calvo, Andrea, Moglia, Cristina, Brunetti, Maura, Arcuti, Simona, Capozzo, Rosa, Zecca, Chiara, Lunetta, Christian, Penco, Silvana, Riva, Nilo, Padovani, Alessandro, Filosto, Massimiliano, Muller, Bernard, Stuit, Robbert Jan, Blair, Ian, Zhang, Katharine, McCann, Emily P., Fifita, Jennifer A., Nicholson, Garth A., Rowe, Dominic B., Pamphlett, Roger, Kiernan, Matthew C., Grosskreutz, Julian, Witte, Otto W., Ringer, Thomas, Prell, Tino, Stubendorff, Beatrice, Kurth, Ingo, Huebner, Christian A., Leigh, P. Nigel, Casale, Federico, Chio, Adrian, Beghi, Ettore, Pupillo, Elisabetta, Tortelli, Rosanna, Logroscino, Giancarlo, Powell, John, Ludolph, Albert C., Weishaupt, Jochen H., Robberecht, Wim, Van Damme, Philip, Franke, Lude, Pers, Tune H., Brown, Robert H., Glass, Jonathan D., Landers, John E., Hardiman, Orla, Andersen, Peter M., Corcia, Philippe, Vourc'h, Patrick, Silani, Vincenzo, Wray, Naomi R., Visscher, Peter M., de Bakker, Paul I. W., van Es, Michael A., Pasterkamp, R. Jeroen, Lewis, Cathryn M., Breen, Gerome, Al-Chalabi, Ammar, van den Berg, Leonard H. and Veldink, Jan H. (2016) Genome-wide association analyses identify new risk variants and the genetic architecture of amyotrophic lateral sclerosis. Nature Genetics, 48 9: 1043-1048. doi:10.1038/ng.3622
Chen, Guo-Bo, Lee, Sang Hong, Robinson, Matthew R., Trzaskowski, Maciej, Zhu, Zhi-Xiang, Winkler, Thomas W., Day, Felix R., Croteau-Chonka, Damien C., Wood, Andrew R., Locke, Adam E., Kutalik, Zoltán, Loos, Ruth J. F., Frayling, Timothy M., Hirschhorn, Joel N., Yang, Jian, Wray, Naomi R. and Visscher, Peter M. (2016) Across-cohort QC analyses of GWAS summary statistics from complex traits. European Journal of Human Genetics, 25 1: 137-146. doi:10.1038/ejhg.2016.106
Yang, Jian, Lee, S. Hong, Wray, Naomi R., Goddard, Michael E. and Visscher, Peter M. (2016) GCTA-GREML accounts for linkage disequilibrium when estimating genetic variance from genome-wide SNPs. Proceedings of the National Academy of Sciences, 113 32: E4579-E4580. doi:10.1073/pnas.1602743113
Pavlides, Jennifer M. Whitehead, Zhu, Zhihong, Gratten, Jacob, Mcrae, Allan F., Wray, Naomi R. and Yang, Jian (2016) Predicting gene targets from integrative analyses of summary data from GWAS and eQTL studies for 28 human complex traits. Genome Medicine, 8 1: . doi:10.1186/s13073-016-0338-4
Visscher, Peter M. and Yang, Jian (2016) A plethora of pleiotropy across complex traits. Nature Genetics, 48 7: 707-708. doi:10.1038/ng.3604
Okbay, Aysu, Baselmans, Bart M. L., De Neve, Jan-Emmanuel, Turley, Patrick, Nivard, Michel G., Fontana, Mark Alan, Meddens, S. Fleur W., Linner, Richard Karlsson, Rietveld, Cornelius A., Derringer, Jaime, Gratten, Jacob, Lee, James J., Liu, Jimmy Z., de Vlaming, Ronald, Ahluwalia, Tarunveer S., Buchwald, Jadwiga, Cavadino, Alana, Frazier-Wood, Alexis C., Furlotte, Nicholas A., Garfield, Victoria, Geisel, Marie Henrike, Gonzalez, Juan R., Haitjema, Saskia, Karlsson, Robert, van der Laan, Sander W., Ladwig, Karl-Heinz, Lahti, Jari, van der Lee, Sven J., Lind, Penelope A., Liu, Tian, Matteson, Lindsay, Mihailov, Evelin, Miller, Michael B., Minica, Camelia C., Nolte, Ilja M., Mook-Kanamori, Dennis, van der Most, Peter J., Oldmeadow, Christopher, Qian, Yong, Raitakari, Olli, Rawal, Rajesh, Realo, Anu, Rueedi, Rico, Schmidt, Borge, Smith, Albert V., Stergiakouli, Evie, Tanaka, Toshiko, Taylor, Kent, Wedenoja, Juho, Wellmann, Juergen, Westra, Harm-Jan, Willems, Sara M., Zhao, Wei, Amin, Najaf, Bakshi, Andrew, Boyle, Patricia A., Cherney, Samantha, Cox, Simon R., Davies, Gail, Davis, Oliver S. P., Ding, Jun, Direk, Nese, Eibich, Peter, Emeny, Rebecca T., Fatemifar, Ghazaleh, Faul, Jessica D., Ferrucci, Luigi, Forstner, Andreas, Gieger, Christian, Gupta, Richa, Harris, Tamara B., Harris, Juliette M., Holliday, Elizabeth G., Hottenga, Jouke-Jan, De Jager, Philip L., Kaakinen, Marika A., Kajantie, Eero, Karhunen, Ville, Kolcic, Ivana, Kumari, Meena, Launer, Lenore J., Franke, Lude, Li-Gao, Ruifang, Koini, Marisa, Loukola, Anu, Marques-Vidal, Pedro, Montgomery, Grant W., Mosing, Miriam A., Paternoster, Lavinia, Pattie, Alison, Petrovic, Katja E., Pulkki-Raback, Laura, Quaye, Lydia, Raikkonen, Katri, Rudan, Igor, Scott, Rodney J., Smith, Jennifer A., Sutin, Angelina R., Trzaskowski, Maciej, Vinkhuyzen, Anna E., Yu, Lei, Zabaneh, Delilah, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Boomsma, Dorret I., Snieder, Harold, Chang, Shun-Chiao, Cucca, Francesco, Deary, Ian J., van Duijn, Cornelia M., Eriksson, Johan G., Bultmann, Ute, de Geus, Eco J. C., Groenen, Patrick J. F., Gudnason, Vilmundur, Hansen, Torben, Hartman, Catharine A., Haworth, Claire M. A., Hayward, Caroline, Heath, Andrew C., Hinds, David A., Hypponen, Elina, Iacono, William G., Jarvelin, Marjo-Riitta, Jockel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Keltikangas-Jarvinen, Liisa, Kraft, Peter, Kubzansky, Laura D., Lehtimaki, Terho, Magnusson, Patrik K. E., Martin, Nicholas G., Mcgue, Matt, Metspalu, Andres, Mills, Melinda, de Mutsert, Renee, Oldehinkel, Albertine J., Pasterkamp, Gerard, Pedersen, Nancy L., Plomin, Robert, Polasek, Ozren, Power, Christine, Rich, Stephen S., Rosendaal, Frits R., den Ruijter, Hester M., Schlessinger, David, Schmidt, Helena, Svento, Rauli, Schmidt, Reinhold, Alizadeh, Behrooz Z., Sorensen, Thorkild I. A., Spector, Tim D., Steptoe, Andrew, Terracciano, Antonio, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Uitterlinden, Andre G., Vollenweider, Peter, Wagner, Gert G., Weir, David R., Yang, Jian, Conley, Dalton C., Smith, George Davey, Hofman, Albert, Johannesson, Magnus, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Pickrell, Joseph K., Esko, Tonu, Krueger, Robert F., Beauchamp, Jonathan P., Koellinger, Philipp D., Benjamin, Daniel J., Bartels, Meike and Cesarini, David (2016) Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses. Nature Genetics, 48 6: 624-633. doi:10.1038/ng.3552
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