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
Researcher biography
Jian Yang is a Professor of Statistical Genomics at the Institute for Molecular Bioscience, The University of Queensland (UQ). He received his PhD in 2008 from Zhejiang University, China, before undertaking postdoctoral research at the QIMR Berghofer Medical Research Institute in Brisbane. He joined UQ in 2012. His primary research interests are in developing novel statistical methods to better understand the genetic architecture of complex traits and diseases, to identify putative target genes, and to improve the accuracy of genomic risk prediction 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 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 (2015), the Australian Society for Medical Research Queensland Senior Researcher Award (2017), and the Prime Minister's Prize for Sciences - Frank Fenner Prize for Life Scientist of the Year (2017).
| Featured projects | Duration |
|---|---|
| Integrative analysis of omics data for human complex diseases |
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
Lakhani, Chirag M., Tierney, Braden T., Manrai, Arjun K., Yang, Jian, Visscher, Peter M. and Patel, Chirag J. (2019) Repurposing large health insurance claims data to estimate genetic and environmental contributions in 560 phenotypes. Nature Genetics, . doi:10.1038/s41588-018-0313-7
Karlsson Linnér, Richard, , , Biroli, Pietro, Kong, Edward, Meddens, S. Fleur W., Wedow, Robbee, Fontana, Mark Alan, Lebreton, Maël, Tino, Stephen P., Abdellaoui, Abdel, Hammerschlag, Anke R., Nivard, Michel G., Okbay, Aysu, Rietveld, Cornelius A., Timshel, Pascal N., Trzaskowski, Maciej, Vlaming, Ronald de, Zünd, Christian L., Bao, Yanchun, Buzdugan, Laura, Caplin, Ann H., Chen, Chia-Yen, Eibich, Peter, Fontanillas, Pierre, Gonzalez, Juan R., Joshi, Peter K., Karhunen, Ville, Kleinman, Aaron, Levin, Remy Z., Lill, Christina M., Meddens, Gerardus A., Muntané, Gerard, Sanchez-Roige, Sandra, Rooij, Frank J. van, Taskesen, Erdogan, Wu, Yang, Zhang, Futao, Auton, Adam, Boardman, Jason D., Clark, David W., Conlin, Andrew, Dolan, Conor C., Fischbacher, Urs, Groenen, Patrick J. F., Harris, Kathleen Mullan, Hasler, Gregor, Hofman, Albert, Ikram, Mohammad A., Jain, Sonia, Karlsson, Robert, Kessler, Ronald C., Kooyman, Maarten, MacKillop, James, Männikkö, Minna, Morcillo-Suarez, Carlos, McQueen, Matthew B., Schmidt, Klaus M., Smart, Melissa C., Sutter, Matthias, Thurik, A. Roy, Uitterlinden, André G., White, Jon, Wit, Harriet de, Yang, Jian, Bertram, Lars, Boomsma, Dorret I., Esko, Tõnu, Fehr, Ernst, Hinds, David A., Johannesson, Magnus, Kumari, Meena, Laibson, David, Magnusson, Patrik K. E., Meyer, Michelle N., Navarro, Arcadi, Palmer, Abraham A., Pers, Tune H., Posthuma, Danielle, Schunk, Daniel, Stein, Murray B., Svento, Rauli, Tiemeier, Henning, Timmers, Paul R. H. J., Turley, Patrick, Ursano, Robert J., Wagner, Gert G., Wilson, James F., Gratten, Jacob, Lee, James J., Cesarini, David, Benjamin, Daniel J., Koellinger, Philipp D., Beauchamp, Jonathan P., , , , and , (2019) Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences. Nature Genetics, . doi:10.1038/s41588-018-0309-3
Pulit, Sara L., Stoneman, Charli, Morris, Andrew P., Wood, Andrew R., Glastonbury, Craig A., Tyrrell, Jessica, Yengo, Loïc, Ferreira, Teresa, Marouli, Eirini, Ji, Yingjie, Yang, Jian, Jones, Samuel, Beaumont, Robin, Croteau-Chonka, Damien C., Winkler, Thomas W., Consortium, Giant, Hattersley, Andrew T., Loos, Ruth J F, Hirschhorn, Joel N., Visscher, Peter M., Frayling, Timothy M., Yaghootkar, Hanieh and Lindgren, Cecilia M. (2019) Meta-analysis of genome-wide association studies for body fat distribution in 694 649 individuals of European ancestry. Human Molecular Genetics, 28 1: 166-174. doi:10.1093/hmg/ddy327
Yap, Chloe X., Sidorenko, Julia, Wu, Yang, Kemper, Kathryn E., Yang, Jian, Wray, Naomi R., Robinson, Matthew R. and Visscher, Peter M. (2018) Dissection of genetic variation and evidence for pleiotropy in male pattern baldness. Nature Communications, 9 1: 5407. doi:10.1038/s41467-018-07862-y
McRae, Allan F., Marioni, Riccardo E., Shah, Sonia, Yang, Jian, Powell, Joseph E., Harris, Sarah E., Gibson, Jude, Henders, Anjali K., Bowdler, Lisa, Painter, Jodie N., Murphy, Lee, Martin, Nicholas G., Starr, John M., Wray, Naomi R., Deary, Ian J., Visscher, Peter M. and Montgomery, Grant W. (2018) Identification of 55,000 replicated DNA methylation QTL. Scientific Reports, 8 1: . doi:10.1038/s41598-018-35871-w
Guo, Jing, Yang, Jian and Visscher, Peter M. (2018) Leveraging GWAS for complex traits to detect signatures of natural selection in humans. Current Opinion in Genetics and Development, 53 9-14. doi:10.1016/j.gde.2018.05.012
Arnau-Soler, Aleix, Adams, Mark J., Hayward, Caroline, Thomson, Pippa A., Porteous, David, Campbell, Archie, Smith, Blair H., Black, Corri, Padmanabhan, Sandosh, McIntosh, Andrew, Wray, Naomi R., Ripke, Stephan, Mattheisen, Manuel, Trzaskowski, Maciej, Byrne, Enda M., Abdellaoui, Abdel, 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 Hvarregaard, Clarke, Toni-Kim, Coleman, Jonathan R.I., Colodro-Conde, Lucía, Couvy-Duchesne, Baptiste, Craddock, Nick, Crawford, Gregory E., Davies, Gail, Deary, Ian J., Degenhardt, Franziska, Derks, Eske M., Direk, Nese, Dolan, Conor V., Dunn, Erin C., Eley, Thalia C., Escott-Price, Valentina, Kiadeh, Farnush Farhadi Hassan, Finucane, Hilary K., Forstner, Andreas J., Frank, Josef, Gaspar, Héléna A., Gill, Michael, Goes, Fernando S., Gordon, Scott D., Grove, Jakob, Hall, Lynsey S., Hansen, Christine Søholm, Hansen, Thomas F., Herms, Stefan, Hickie, Ian B., Hoffmann, Per, 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, Mondimore, Francis M., 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, 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., Cichon, Sven, Dannlowski, Udo, De Geus, E. J.C., DePaulo, J. Raymond, Domenici, Enrico, Domschke, Katharina, Esko, Tõnu, Grabe, Hans J., Hamilton, Steven P., 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, Nöthen, Markus M., O'Donovan, Michael C., Paciga, Sara A., Pedersen, Nancy L., Penninx, Brenda W.J.H., Perlis, Roy H., Porteous, David J., Potash, James B., 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. and Sullivan, Patrick F. (2018) Genome-wide interaction study of a proxy for stress-sensitivity and its prediction of major depressive disorder. PLoS ONE, 13 12: . doi:10.1371/journal.pone.0209160
Yengo, Loic, Robinson, Matthew R., Keller, Matthew C., Kemper, Kathryn E., Yang, Yuanhao, Trzaskowski, Maciej, Gratten, Jacob, Turley, Patrick, Cesarini, David, Benjamin, Daniel J., Wray, Naomi R., Goddard, Michael E., Yang, Jian and Visscher, Peter M. (2018) Imprint of assortative mating on the human genome. Nature Human Behaviour, 2 12: 948-954. doi:10.1038/s41562-018-0476-3
Byrne, Enda M., Ferreira, Manuel A.R., Xue, Angli, Lindström, Sara, Jiang, Xia, Yang, Jian, Easton, Douglas F., Wray, Naomi R. and Chenevix-Trench, Georgia (2018) Is schizophrenia a risk factor for breast cancer?—evidence from genetic data. Schizophrenia Bulletin, . doi:10.1093/schbul/sby162
Yengo, Loic, Sidorenko, Julia, Kemper, Kathryn E., Zheng, Zhili, Wood, Andrew R., Weedon, Michael N., Frayling, Timothy M., Hirschhorn, Joel, Yang, Jian and Visscher, Peter M. (2018) Meta-analysis of genome-wide association studies for height and body mass index in ∼700000 individuals of European ancestry. Human Molecular Genetics, 27 20: 3641-3649. doi:10.1093/hmg/ddy271
Fung, Jenny N., Mortlock, Sally, Girling, Jane E., Holdsworth-Carson, Sarah J., Teh, Wan Tinn, Zhu, Zhihong, Lukowski, Samuel W., McKinnon, Brett D., McRae, Allan, Yang, Jian, Healey, Martin, Powell, Joseph E., Rogers, Peter A. W. and Montgomery, Grant W (2018) Genetic regulation of disease risk and endometrial gene expression highlights potential target genes for endometriosis and polycystic ovarian syndrome. Scientific Reports, 8 1: 11424. doi:10.1038/s41598-018-29462-y
Xue, Angli, Wu, Yang, Zhu, Zhihong, Zhang, Futao, Kemper, Kathryn E., Zheng, Zhili, Yengo, Loic, Lloyd-Jones, Luke R., Sidorenko, Julia, Wu, Yeda, eQTLGen Consortium, McRae, Allan F., Visscher, Peter M., Zeng, Jian and Yang, Jian (2018) Genome-wide association analyses identify 143 risk variants and putative regulatory mechanisms for type 2 diabetes. Nature Communications, 9 1: 2941. doi:10.1038/s41467-018-04951-w
Lee, James J., Wedow, Robbee, Okbay, Aysu, Kong, Edward, Maghzian, Omeed, Zacher, Meghan, Nguyen-Viet, Tuan Anh, Bowers, Peter, Sidorenko, Julia, Karlsson Linnér, Richard, Fontana, Mark Alan, Kundu, Tushar, Lee, Chanwook, Li, Hui, Li, Ruoxi, Royer, Rebecca, Timshel, Pascal N., Walters, Raymond K., Willoughby, Emily A., Yengo, Loïc, 23andMe Research Team, COGENT (Cognitive Genomics Consortium), Social Science Genetic Association Consortium, Alver, Maris, Bao, Yanchun, Clark, David W., Day, Felix R., Furlotte, Nicholas A., Joshi, Peter K., Kemper, Kathryn E., Kleinman, Aaron, Langenberg, Claudia, Mägi, Reedik, Trampush, Joey W., Verma, Shefali Setia, Wu, Yang, Lam, Max, Zhao, Jing Hua, Zheng, Zhili, Boardman, Jason D, Campbell, Harry, Freese, Jeremy, Harris, Kathleen Mullan, Hayward, Caroline, Herd, Pamela, Kumari, Meena, Lencz, Todd, Luan, Jian'an, Malhotra, Anil K., Metspalu, Andres, Milani, Lili, Ong, Ken K., Perry, John R. B., Porteous, David J., Ritchie, Marylyn D., Smart, Melissa C., Smith, Blair H., Tung, Joyce Y., Wareham, Nicholas J., Wilson, James F., Beauchamp, Jonathan P., Conley, Dalton C., Esko, Tõnu, Lehrer, Steven F., Magnusson, Patrik K. E., Oskarsson, Sven, Pers, Tune H., Robinson, Matthew R., Thom, Kevin, Watson, Chelsea, Chabris, Christopher F., Meyer, Michelle N., Laibson, David I., Yang, Jian, Johannesson, Magnus, Koellinger, Philipp D., Turley, Patrick, Visscher, Peter M., Benjamin, Daniel J. and Cesarini, David (2018) Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals. Nature Genetics, 50 8: 1112-1121. doi:10.1038/s41588-018-0147-3
Wray, Naomi R., Wijmenga, Cisca, Sullivan, Patrick F., Yang, Jian and Visscher, Peter M. (2018) Common disease is more complex than implied by the core gene omnigenic model. Cell, 173 7: 1573-1580. doi:10.1016/j.cell.2018.05.051
Qi, Ting, Wu, Yang, Zeng, Jian, Zhang, Futao, Xue, Angli, Jiang, Longda, Zhu, Zhihong, Kemper, Kathryn, Yengo, Loic, Zheng, Zhili, eQTLGen Consortium, Marioni, Riccardo E., Montgomery, Grant W., Deary, Ian J., Wray, Naomi R., Visscher, Peter M., McRae, Allan F. and Yang, Jian (2018) Identifying gene targets for brain-related traits using transcriptomic and methylomic data from blood. Nature Communications, 9 1: 2282. doi:10.1038/s41467-018-04558-1
Marioni, Riccardo E., Harris, Sarah E., Zhang, Qian, McRae, Allan F., Hagenaars, Saskia P., Hill, W. David, Davies, Gail, Ritchie, Craig W., Gale, Catharine R., Starr, John M., Goate, Alison M., Porteous, David J., Yang, Jian, Evans, Kathryn L., Deary, Ian J., Wray, Naomi R. and Visscher, Peter M. (2018) GWAS on family history of Alzheimer's disease. Translational Psychiatry, 8 1: 99. doi:10.1038/s41398-018-0150-6
Guo, Jing, Wu, Yang, Zhu, Zhihong, Zheng, Zhili, Trzaskowski, Maciej, Zeng, Jian, Robinson, Matthew R., Visscher, Peter M. and Yang, Jian (2018) Global genetic differentiation of complex traits shaped by natural selection in humans. Nature Communications, 9 1: 1865. doi:10.1038/s41467-018-04191-y
Wray, Naomi R., Ripke, Stephan, Mattheisen, Manuel, Trzaskowski, Maciej, Byrne, Enda M., Abdellaoui, Abdel, Adams, Mark J., Agerbo, Esben, Air, Tracy M., Andlauer, Till M. F., Bacanu, Silviu-Alin, Baekvad-Hansen, Marie, Beekman, Aartjan F. T., Bigdeli, Tim B., Binder, Elisabeth B., Blackwood, Douglas R. H., Bryois, Julien, Buttenschon, Henriette N., Bybjerg-Grauholm, Jonas, Cai, Na, Castelao, Enrique, Christensen, Jane Hvarregaard, Clarke, Toni-Kim, Coleman, Jonathan I. R., Colodro-Conde, Lucia, Couvy-Duchesne, Baptiste, Craddock, Nick, Crawford, Gregory E., Crowley, Cheynna A., Dashti, Hassan S., Davies, Gail, Deary, Ian J., Degenhardt, Franziska, Derks, Eske M., Direk, Nese, Dolan, Conor V., Dunn, Erin C., Eley, Thalia C., Eriksson, Nicholas, Escott-Price, Valentina, Kiadeh, Farnush Hassan Farhadi, Finucane, Hilary K., Forstner, Andreas J., Frank, Josef, Gaspar, Helena A., Gill, Michael, Giusti-Rodriguez, Paola, Goes, Fernando S., Gordon, Scott D., Grove, Jakob, Hall, Lynsey S., Hannon, Eilis, Hansen, Christine Soholm, Hansen, Thomas F., Herms, Stefan, Hickie, Ian B., Hoffmann, Per, Homuth, Georg, Horn, Carsten, Hottenga, Jouke-Jan, Hougaard, David M., Hu, Ming, Hyde, Craig L., Ising, Marcus, Jansen, Rick, Jin, Fulai, Jorgenson, Eric, Knowles, James A., Kohane, Isaac S., Kraft, Julia, Kretzschmar, Warren W., Krogh, Jesper, Kutalik, Zoltan, Lane, Jacqueline M., Li, Yihan, Li, Yun, Lind, Penelope A., Liu, Xiaoxiao, Lu, Leina, 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, Mill, Jonathan, Mondimore, Francis M., 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 Bocker, Pedersen, Marianne Giortz, Peterson, Roseann E., Pettersson, Erik, Peyrot, Wouter J., Pistis, Giorgio, Posthuma, Danielle, Purcell, Shaun M., Quiroz, Jorge A., Qvist, Per, Rice, John P., Riley, Brien P., Rivera, Margarita, Mirza, Saira Saeed, Saxena, Richa, Schoevers, Robert, Schulte, Eva C., Shen, Ling, Shi, Jianxin, Shyn, Stanley I., Sigurdsson, Engilbert, Sinnamon, Grant B. C., Smit, Johannes H., Smith, Daniel J., Stefansson, Hreinn, Steinberg, Stacy, Stockmeier, Craig A., Streit, Fabian, Strohmaier, Jana, Tansey, Katherine E., Teismann, Henning, Teumer, Alexander, Thompson, Wesley, Thomson, Pippa A., Thorgeirsson, Thorgeir E., Tian, Chao, Traylor, Matthew, Treutlein, Jens, Trubetskoy, Vassily, Uitterlinden, Andre 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, Juegen, Willemsen, Gonneke, Witt, Stephanie H., Wu, Yang, Xi, Hualin S., Yang, Jian, Zhang, Futao, Arolt, Volker, Baune, Bernhard T., Berger, Klaus, Boomsma, Dorret I., Cichon, Sven, Dannlowski, Udo, de Geus, E. C. J., DePaulo, J. Raymond, Domenici, Enrico, Domschke, Katharina, Esko, Tonu, Grabe, Hans J., Hamilton, Steven P., Hayward, Caroline, Heath, Andrew C., Hinds, David A., Kendler, Kenneth S., Kloiber, Stefan, Lewis, Glyn, Li, Qingqin S., Lucae, Susanne, Madden, Pamela F. A., Magnusson, Patrik K., Martin, Nicholas G., McIntosh, Andrew M., Metspalu, Andres, Mors, Ole, Mortensen, Preben Bo, Mueller-Myhsok, Bertram, Nordentoft, Merete, Noethen, Markus M., O'Donovan, Michael C., Paciga, Sara A., Pedersen, Nancy L., Penninx, Brenda W. J. H., Perlis, Roy H., Porteous, David J., Potash, James B., Preisig, Martin, Rietschel, Marcella, Schaefer, Catherine, Schulze, Thomas G., Smoller, Jordan W., Stefansson, Kari, Tiemeier, Henning, Uher, Rudolf, Voelzke, Henry, Weissman, Myrna M., Werge, Thomas, Winslow, Ashley R., Lewis, Cathryn M., Levinson, Douglas F., Breen, Gerome, Borglum, Anders D. and Sullivan, Patrick F. (2018) Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression. Nature Genetics, 50 5: 668-+. doi:10.1038/s41588-018-0090-3
Evans, Luke M., Tahmasbi, Rasool, Vrieze, Scott I., Abecasis, Gonçalo R., Das, Sayantan, Gazal, Steven, Bjelland, Douglas W., de Candia, Teresa R., Haplotype Reference Consortium, Goddard, Michael E., Neale, Benjamin M., Yang, Jian, Visscher, Peter M. and Keller, Matthew C. (2018) Comparison of methods that use whole genome data to estimate the heritability and genetic architecture of complex traits. Nature genetics, 50 5: 737-745. doi:10.1038/s41588-018-0108-x
Zeng, Jian, de Vlaming, Ronald, Wu, Yang, Robinson, Matthew R., Lloyd-Jones, Luke R., Yengo, Loic, Yap, Chloe X., Xue, Angli, Sidorenko, Julia, McRae, Allan F., Powell, Joseph E., Montgomery, Grant W., Metspalu, Andres, Esko, Tonu, Gibson, Greg, Wray, Naomi R., Visscher, Peter M. and Yang, Jian (2018) Signatures of negative selection in the genetic architecture of human complex traits. Nature Genetics, 50 5: 746-753. doi:10.1038/s41588-018-0101-4
Evans, Luke M., Tahmasbi, Rasool, Jones, Matt, Vrieze, Scott I., Abecasis, Gonçalo R., Das, Sayantan, Bjelland, Douglas W., de Candia, Teresa R., Yang, Jian, Goddard, Michael E., Visscher, Peter M., Keller, Matthew C. and Haplotype Reference Consortium (2018) Narrow-sense heritability estimation of complex traits using identity-by-descent information. Heredity, 1-15. doi:10.1038/s41437-018-0067-0
Maier, Robert M, Zhu, Zhihong, Lee, Sang Hong, Trzaskowski, Maciej, Ruderfer, Douglas M, Stahl, Eli A, Ripke, Stephan, Wray, Naomi R, Yang, Jian, Visscher, Peter M and Robinson, Matthew R (2018) Improving genetic prediction by leveraging genetic correlations among human diseases and traits. Nature Communications, 9 1: 989. doi:10.1038/s41467-017-02769-6
Wu, Yang, Zeng, Jian, Zhang, Futao, Zhu, Zhihong, Qi, Ting, Zheng, Zhili, Lloyd-Jones, Luke R., Marioni, Riccardo E., Martin, Nicholas G., Montgomery, Grant W., Deary, Ian J., Wray, Naomi R., Visscher, Peter M., McRae, Allan F. and Yang, Jian (2018) Integrative analysis of omics summary data reveals putative mechanisms underlying complex traits. Nature Communications, 9 918: . doi:10.1038/s41467-018-03371-0
Yengo, Loic, Zhu, Zhihong, Wray, Naomi R., Weir, Bruce S., Yang, Jian, Robinson, Matthew R. and Visscher, Peter M. (2018) Reply to Kardos et al.: estimation of inbreeding depression from SNP data. Proceedings of the National Academy of Sciences, 115 11: E2494-E2495. doi:10.1073/pnas.1718598115
Lloyd-Jones, Luke R., Robinson, Matthew R., Yang, Jian and Visscher, Peter M. (2018) Transformation of summary statistics from linear mixed model association on all-or-none traits to odds ratio. Genetics, 208 4: 1397-1408. doi:10.1534/genetics.117.300360
Zhu, Zhihong, Zheng, Zhili, Zhang, Futao, Wu, Yang, Trzaskowski, Maciej, Maier, Robert, Robinson, Matthew R., McGrath, John J, Visscher, Peter M, Wray, Naomi R and Yang, Jian (2018) Causal associations between risk factors and common diseases inferred from GWAS summary data. Nature Communications, 9 1: . doi:10.1038/s41467-017-02317-2
Dudbridge, Frank, Pashayan, Nora and Yang, Jian (2017) Predictive accuracy of combined genetic and environmental risk scores. Genetic Epidemiology, 42 1: 4-19. doi:10.1002/gepi.22092
Gratten, Jacob, Zhao, Qiongyi, Benyamin, Beben, Garton, Fleur, He, Ji, Leo, Paul J., Mangelsdorf, Marie, Anderson, Lisa, Zhang, Zong-Hong, Chen, Lu, Chen, Xiang-Ding, Cremin, Katie, Deng, Hong-Weng, Edson, Janette, Han, Ying-Ying, Harris, Jessica, Henders, Anjali K., Jin, Zi-Bing, Li, Zhongshan, Lin, Yong, Liu, Xiaolu, Marshall, Mhairi, Mowry, Bryan J., Ran, Shu, Reutens, David C., Song, Sharon, Tan, Li-Jun, Tang, Lu, Wallace, Robyn H., Wheeler, Lawrie, Wu, Jinyu, Yang, Jian, Xu, Huji, Visscher, Peter M., Bartlett, Perry F., Brown, Matthew A., Wray, Naomi R. and Fan, Dongsheng (2017) Whole-exome sequencing in amyotrophic lateral sclerosis suggests NEK1 is a risk gene in Chinese. Genome Medicine, 9 97: 97. doi:10.1186/s13073-017-0487-0
Laurin, Charles, Cuellar-Partida, Gabriel, Hemani, Gibran, Smith, George Davey, Yang, Jian and Evans, David M. (2017) Partitioning phenotypic variance due to parent-of-origin effects using genomic relatedness matrices. Behavior Genetics, 48 1: 67-79. doi:10.1007/s10519-017-9880-0
Byrne, Enda M, Yang, Jian and Wray, Naomi R (2017) Inference in Psychiatry via 2-Sample Mendelian Randomization-From Association to Causal Pathway?. JAMA psychiatry, 74 12: 1191-1192. doi:10.1001/jamapsychiatry.2017.3162
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