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

jian.yang@imb.uq.edu.au

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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.

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 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 for 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

Publications

Book Chapter (1)

Journal Articles (139)

Conference Paper (1)

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

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

Colodro-Conde, Lucía, Couvy-Duchesne, Baptiste, Whitfield, John B., Streit, Fabian, Gordon, Scott, Kemper, Kathryn E., Yengo, Loic, Zheng, Zhili, Trzaskowski, Maciej, de Zeeuw, Eveline L., Nivard, Michel G., Das, Marjolijn, Neale, Rachel E., MacGregor, Stuart, Olsen, Catherine M., Whiteman, David C., Boomsma, Dorret I., Yang, Jian, Rietschel, Marcella, McGrath, John J., Medland, Sarah E. and Martin, Nicholas G. (2018) Association between population density and genetic risk for schizophrenia. JAMA Psychiatry, . doi:10.1001/jamapsychiatry.2018.1581

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

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

Benyamin, Beben, He, Ji, Zhao, Qiongyi, Gratten, Jacob, Garton, Fleur, Leo, Paul J., Liu, Zhijun, Mangelsdorf, Marie, Al-Chalabi, Ammar, Anderson, Lisa, Butler, Timothy J., Chen, Lu, Chen, Xiang-Ding, Cremin, Katie, Deng, Hong-Weng, Devine, Matthew, Edson, Janette, Fifita, Jennifer A., Furlong, Sarah, Han, Ying-Ying, Harris, Jessica, Henders, Anjali K., Jeffree, Rosalind L., Jin, Zi-Bing, Li, Zhongshan, Li, Ting, Li, Mengmeng, Lin, Yong, Liu, Xiaolu, Marshall, Mhairi, McCann, Emily P., Mowry, Bryan J., Ngo, Shyuan T., Pamphlett, Roger, Ran, Shu, Reutens, David C., Rowe, Dominic B., Sachdev, Perminder, Shah, Sonia, Song, Sharon, Tan, Li-Jun, Tang, Lu, van den Berg, Leonard H., van Rheenen, Wouter, Veldink, Jan H., Wallace, Robyn H., Wheeler, Lawrie, Williams, Kelly L., Wu, Jinyu, Wu, Xin, Yang, Jian, Yue, Weihua, Zhang, Zong-Hong, Zhang, Dai, Noakes, Peter G., Blair, Ian P., Henderson, Robert D., McCombe, Pamela A., Visscher, Peter M., Xu, Huji, Bartlett, Perry F., Brown, Matthew A., Wray, Naomi R. and Fan, Dongsheng (2017) Cross-ethnic meta-analysis identifies association of the GPX3-TNIP1 locus with amyotrophic lateral sclerosis. Nature Communications, 8 1: 611. doi:10.1038/s41467-017-00471-1

Lukowski, Samuel W., Lloyd-Jones, Luke R., Holloway, Alexander, Kirsten, Holger, Hemani, Gibran, Yang, Jian, Small, Kerrin, Zhao, Jing, Metspalu, Andres, Dermitzakis, Emmanouil T., Gibson, Greg, Spector, Timothy D., Thiery, Joachim, Scholz, Markus, Montgomery, Grant W., Esko, Tonu, Visscher, Peter M. and Powell, Joseph E. (2017) Genetic correlations reveal the shared genetic architecture of transcription in human peripheral blood. Nature Communications, 8 483: . doi:10.1038/s41467-017-00473-z

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

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

Zeng, Biao, Lloyd-Jones, Luke R., Holloway, Alexander, Marigorta, Urko M., Metspalu, Andres, Montgomery, Grant W., Esko, Tonu, Brigham, Kenneth L., Quyyumi, Arshed A., Idaghdour, Youssef, Yang, Jian, Visscher, Peter M., Powell, Joseph E. and Gibson, Greg (2017) Constraints on eQTL fine mapping in the presence of multisite local regulation of gene expression. G3: Genes Genomes Genetics, 7 8: 2533-2544. doi:10.1534/g3.117.043752

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

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. 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. 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

Lloyd-Jones, Luke R., Holloway, Alexander, McRae, Allan, Yang, Jian, Small, Kerrin, Zhao, Jing, 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 (vol 100, pg 228, 2017). American Journal of Human Genetics, 100 2: 371-371. doi:10.1016/j.ajhg.2017.01.026

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, 37 12: 16287-16293. 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 32894. doi:10.1038/srep32894

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