Associate Professor Jian Yang

Principal Research Fellow

Institute for Molecular Bioscience

Affiliate Principal Research Fellow

Queensland Brain Institute
jian.yang@imb.uq.edu.au
+61 7 334 66396

Overview

Jian Yang is a Principal Research Fellow at the Institute for Molecular Bioscience, The University of Queensland. He received his PhD in 2008 from Zhejiang University, China, which was followed by postdoctoral research at the Queensland Institute of Medical Research. He joined The University of Queensland in 2012. His research interests are in developing novel methods and software tools to better understand the genetic architecture of complex diseases and traits using high-throughput genetic and genomic data. In 2012, he won the Centenary Institute Lawrence Creative Prize, which is awarded annually to only one young medical researcher in Australia. He received an NHMRC RD Wright Career Development Fellowship in the same year, and was part of a team shortlisted for the Eureka Prize in Scientific Research. He was one of two recipients of the Sylvia and Charles Viertel Charitable Foundation’s Senior Medical Research Fellowship in 2013, and was awarded the Australian Academy of Science Ruth Stephens Gani Medal for distinguished research in human genetics in 2015.

Research Interests

  • Genetic architecture of human complex traits and diseases
    Developing statistical methods to dissect the genetic architecture of human common diseases (e.g. obesity and neuropsychiatric diseases) and complex traits (e.g. height and cognitive ability).
  • Identifying genes underlying complex traits and diseases
    Performing large-scale data analyses to identify individual genes underlying the variation of complex traits or risks to diseases.
  • Integrative analyses of multiple dimensional data
    Integrative analyses of data from DNA sequencing or SNP genotyping, gene expression and methylation arrays, and a large number of disease phenotypes to better understand the paths from DNA variation to variation of complex traits or risks to diseases.
  • Software development
    Developing statistical genomics software tools.

Qualifications

  • Doctor, Zhejiang University

Publications

  • Yang, Jian, Ferreira, Teresa, Morris, Andrew P., Medland, Sarah E., Madden, Pamela A. F., Heath, Andrew C., Martin, Nicholas G., Montgomery, Grant W., Weedon, Michael N., Loos, Ruth J., Frayling, Timothy M., McCarthy, Mark I., Hirschhorn, Joel N., Goddard, Michael E., Visscher, Peter M., Genetic Invest ANthropometric Trai and DIAbet Genetics Replication Meta-A (2012) Conditional and joint multiple-SNP analysis of GWAS summary statistics identifies additional variants influencing complex traits. Nature Genetics, 44 4: 369-375. doi:10.1038/ng.2213

  • Yang, Jian, Manolio, Teri A., Pasquale, Louis R., Boerwinkle, Eric, Caporaso, Neil, Cunningham, Julie M., de Andrade, Mariza, Feenstra, Bjarke, Feingold, Eleanor, Hayes, M. Geoffrey, Hill, William G., Landi, Maria Teresa, Alonso, Alvaro, Lettre, Guillaume, Lin, Peng, Ling, Hua, Lowe, William, Mathias, Rasika A., Melbye, Mads, Pugh, Elizabeth, Cornelis, Marilyn C., Weir, Bruce S., Goddard, Michael E. and Visscher, Peter M. (2011) Genome partitioning of genetic variation for complex traits using common SNPs. Nature Genetics, 43 6: 519-U44. doi:10.1038/ng.823

  • Yang, Jian, Benyamin, Beben, McEvoy, Brian P., Gordon, Scott, Henders, Anjali K., Nyholt, Dale R., Madden, Pamela A., Heath, Andrew C., Martin, Nicholas G., Montgomery, Grant W., Goddard, Michael E. and Visscher, Peter M. (2010) Common SNPs explain a large proportion of the heritability for human height. Nature Genetics, 42 7: 565-569. doi:10.1038/ng.608

View all Publications

Publications

Featured Publications

  • Yang, Jian, Ferreira, Teresa, Morris, Andrew P., Medland, Sarah E., Madden, Pamela A. F., Heath, Andrew C., Martin, Nicholas G., Montgomery, Grant W., Weedon, Michael N., Loos, Ruth J., Frayling, Timothy M., McCarthy, Mark I., Hirschhorn, Joel N., Goddard, Michael E., Visscher, Peter M., Genetic Invest ANthropometric Trai and DIAbet Genetics Replication Meta-A (2012) Conditional and joint multiple-SNP analysis of GWAS summary statistics identifies additional variants influencing complex traits. Nature Genetics, 44 4: 369-375. doi:10.1038/ng.2213

  • Yang, Jian, Manolio, Teri A., Pasquale, Louis R., Boerwinkle, Eric, Caporaso, Neil, Cunningham, Julie M., de Andrade, Mariza, Feenstra, Bjarke, Feingold, Eleanor, Hayes, M. Geoffrey, Hill, William G., Landi, Maria Teresa, Alonso, Alvaro, Lettre, Guillaume, Lin, Peng, Ling, Hua, Lowe, William, Mathias, Rasika A., Melbye, Mads, Pugh, Elizabeth, Cornelis, Marilyn C., Weir, Bruce S., Goddard, Michael E. and Visscher, Peter M. (2011) Genome partitioning of genetic variation for complex traits using common SNPs. Nature Genetics, 43 6: 519-U44. doi:10.1038/ng.823

  • Yang, Jian, Benyamin, Beben, McEvoy, Brian P., Gordon, Scott, Henders, Anjali K., Nyholt, Dale R., Madden, Pamela A., Heath, Andrew C., Martin, Nicholas G., Montgomery, Grant W., Goddard, Michael E. and Visscher, Peter M. (2010) Common SNPs explain a large proportion of the heritability for human height. Nature Genetics, 42 7: 565-569. doi:10.1038/ng.608

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 Article

  • 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, . doi:10.1038/ejhg.2016.106

  • 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

  • Okbay, Aysu, Beauchamp, Jonathan P., Fontana, Mark Alan, Lee, James J., Pers, Tune H., Rietveld, Cornelius A., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Meddens, S. Fleur W., Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, de Vlaming, Ronald, Abdellaoui, Abdel, Ahluwalia, Tarunveer S., Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Furlotte, Nicholas A., Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Kong, Augustine, Lahti, Jari, van der Lee, Sven J., de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., van der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Pervjakova, Natalia, Peyrot, Wouter J., Qian, Yong, Raitakari, Olli, Rueedi, Rico, Salvi, Erika, Schmidt, Brge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., St Pourcain, Beate, Teumer, Alexander, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Westra, Harm-Jan, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bonnelykke, Klaus, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eibich, Peter, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldorsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Joshi, Peter K., Jugessur, Astanand, Kaakinen, Marika A., Kahonen, Mika, Kanoni, Stavroula, Keltigangas-Jarvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Kutalik, Zoltan, Latvala, Antti, Launer, Lenore J., Lebreton, Mael P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Magi, Reedik, Maki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Meddens, Gerardus A., McMahon, George, Meisinger, Christa, Meitinger, Thomas, Milaneschi, Yusplitri, Milani, Lili, Montgomery, Grant W., Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Raikkonen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, van Rooij, Frank J. A., Venturini, Cristina, Vinkhuyzen, Anna A. E., Volker, Uwe, Volzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johannes, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Bisgaard, Hans, Boomsma, Dorret I., Borecki, Ingrid B., Bultmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Franke, Lude, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Jorgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, van der Harst, Pim, Hayward, Caroline, Hinds, David A., Hoffmann, Wolfgang, Hyppnen, Elina, Iacono, William G., Jacobsson, Bo, Jarvelin, Marjo-Riitta, Jockel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehtimaki, Terho, Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., McGue, Matt, Metspalu, Andres, Pendleton, Neil, Penninx, Brenda W. J. H., Perola, Markus, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sorensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Tung, Joyce Y., Uitterlinden, Andre G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Hofman, Albert, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Yang, Jian, Johannesson, Magnus, Visscher, Peter M., Esko, Tonu, Koellinger, Philipp D., Cesarini, David and Benjamin, Daniel J. (2016) Genome-wide association study identifies 74 loci associated with educational attainment. Nature, 533 539-542. doi:10.1038/nature17671

  • Mehta, Divya, Tropf, Felix C., Gratten, Jacob, Bakshi, Andrew, Zhu, Zhihong, Bacanu, Silviu-Alin, Hemani, Gibran, Magnusson, Patrik K. E., Barban, Nicola, Esko, Tonu, Metspalu, Andres, Snieder, Harold, Mowry, Bryan J., Kendler, Kenneth S., Yang, Jian, Visscher, Peter M., McGrath, John J., Mills, Melinda C., Wray, Naomi R. and Lee, S. Hong (2016) Evidence for genetic overlap between schizophrenia and age at first birth in women. Jama Psychiatry, 73 5: 497-505. doi:10.1001/jamapsychiatry.2016.0129

  • Zhu, Zhihong, Zhang, Futao, Hu, Han, Bakshi, Andrew, Robinson, Matthew R., Powell, Joseph E., Montgomery,Grant W., Goddard, Michael E., Wray, Naomi R., Visscher, Peter M. and Yang, Jian (2016) Integration of summary data from GWAS and eQTL studies predicts complex trait gene targets. Nature Genetics, 48 5: 481-487. doi:10.1038/ng.3538

  • Lu, Yingchang, Day, Felix R., Gustafsson, Stefan, Buchkovich, Martin L., Na, Jianbo, Bataille, Veronique, Cousminer, Diana L., Dastani, Zari, Drong, Alexander W., Esko, Tonu, Evans, David M., Falchi, Mario, Feitosa, Mary F., Ferreira, Teresa, Hedman, Asa K., Haring, Robin, Hysi, Pirro G., Iles, Mark M., Justice, Anne E., Kanoni, Stavroula, Lagou, Vasiliki, Li, Rui, Li, Xin, Locke, Adam, Lu, Chen, Magi, Reedik, Perry, John R. B., Pers, Tune H., Qi, Qibin, Sanna, Marianna, Schmidt, Ellen M., Scott, William R., Shungin, Dmitry, Teumer, Alexander, Vinkhuyzen, Anna A. E., Walker, Ryan W., Westra, Harm-Jan, Zhang, Mingfeng, Zhang, Weihua, Zhao, Jing Hua, Zhu, Zhihong, Afzal, Uzma, Ahluwalia, Tarunveer Singh, Bakker, Stephan J. L., Bellis, Claire, Bonnefond, Amelie, Borodulin, Katja, Buchman, Aron S., Cederholm, Tommy, Choh, Audrey C., Choi, Hyung Jin, Curran, Joanne E., de Groot, Lisette C. P. G. M., De Jager, Philip L., Dhonukshe-Rutten, Rosalie A. M., Enneman, Anke W., Eury, Elodie, Evans, Daniel S., Forsen, Tom, Friedrich, Nele, Fumeron, Frederic, Garcia, Melissa E., Gartner, Simone, Han, Bok-Ghee, Havulinna, Aki S., Hayward, Caroline, Hernandez, Dena, Hillege, Hans, Ittermann, Till, Kent, Jack W., Kolcic, Ivana, Laatikainen, Tiina, Lahti, Jari, Leach, Irene Mateo, Lee, Christine G., Lee, Jong-Young, Liu, Tian, Liu, Youfang, Lobbens, Stephane, Loh, Marie, Lyytikainen, Leo-Pekka, Medina-Gomez, Carolina, Michaelsson, Karl, Nalls, Mike A., Nielson, Carrie M., Oozageer, Laticia, Pascoe, Laura, Paternoster, Lavinia, Polasek, Ozren, Ripatti, Samuli, Sarzynski, Mark A., Shin, Chan Soo, Narancic, Nina Smolej, Spira, Dominik, Srikanth, Priya, Steinhagen-Thiessen, Elisabeth, Sung, Yun Ju, Swart, Karin M. A., Taittonen, Leena, Tanaka, Toshiko, Tikkanen, Emmi, van der Velde, Nathalie, van Schoor, Natasja M., Verweij, Niek, Wright, Alan F., Yu, Lei, Zmuda, Joseph M., Eklund, Niina, Forrester, Terrence, Grarup, Niels, Jackson, Anne U., Kristiansson, Kati, Kuulasmaa, Teemu, Kuusisto, Johanna, Lichtner, Peter, Luan, Jian'an, Mahajan, Anubha, Mannisto, Satu, Palmer, Cameron D., Ried, Janina S., Scott, Robert A., Stancakova, Alena, Wagner, Peter J., Demirkan, Ayse, Doring, Angela, Gudnason, Vilmundur, Kiel, Douglas P., Kuhnel, Brigitte, Mangino, Massimo, Mcknight, Barbara, Menni, Cristina, O'Connell, Jeffrey R., Oostra, Ben A., Shuldiner, Alan R., Song, Kijoung, Vandenput, Liesbeth, van Duijn, Cornelia M., Vollenweider, Peter, White, Charles C., Boehnke, Michael, Boettcher, Yvonne, Cooper, Richard S., Forouhi, Nita G., Gieger, Christian, Grallert, Harald, Hingorani, Aroon, Jorgensen, Torben, Jousilahti, Pekka, Kivimaki, Mika, Kumari, Meena, Laakso, Markku, Langenberg, Claudia, Linneberg, Allan, Luke, Amy, Mckenzie, Colin A., Palotie, Aarno, Pedersen, Oluf, Peters, Annette, Strauch, Konstantin, Tayo, Bamidele O., Wareham, Nicholas J., Bennett, David A., Bertram, Lars, Blangero, John, Bluher, Matthias, Bouchard, Claude, Campbell, Harry, Cho, Nam H., Cummings, Steven R., Czerwinski, Stefan A., Demuth, Ilja, Eckardt, Rahel, Eriksson, Johan G., Ferrucci, Luigi, Franco, Oscar H., Froguel, Philippe, Gansevoort, Ron T., Hansen, Torben, Harris, Tamara B., Hastie, Nicholas, Heliovaara, Markku, Hofman, Albert, Jordan, Joanne M., Jula, Antti, Kahonen, Mika, Kajantie, Eero, Knekt, Paul B., Koskinen, Seppo, Kovacs, Peter, Lehtimaki, Terho, Lind, Lars, Liu, Yongmei, Orwoll, Eric S., Osmond, Clive, Perola, Markus, Perusse, Louis, Raitakari, Olli T., Rankinen, Tuomo, Rao, D. C., Rice, Treva K., Rivadeneira, Fernando, Rudan, Igor, Salomaa, Veikko, Sorensen, Thorkild I. A., Stumvoll, Michael, Tonjes, Anke, Towne, Bradford, Tranah, Gregory J., Tremblay, Angelo, Uitterlinden, Andre G., van der Harst, Pim, Vartiainen, Erkki, Viikari, Jorma S., Vitart, Veronique, Vohl, Marie-Claude, Volzke, Henry, Walker, Mark, Wallaschofski, Henri, Wild, Sarah, Wilson, James F., Yengo, Loic, Bishop, D. Timothy, Borecki, Ingrid B., Chambers, John C., Cupples, L. Adrienne, Dehghan, Abbas, Deloukas, Panos, Fatemifar, Ghazaleh, Fox, Caroline, Furey, Terrence S., Franke, Lude, Han, Jiali, Hunter, David J., Karjalainen, Juha, Karpe, Fredrik, Kaplan, Robert C., Kooner, Jaspal S., McCarthy, Mark I., Murabito, Joanne M., Morris, Andrew P., Bishop, Julia A. N., North, Kari E., Ohlsson, Claes, Ong, Ken K., Prokopenko, Inga, Richards, J. Brent, Schadt, Eric E., Spector, Tim D., Widen, Elisabeth, Willer, Cristen J., Yang, Jian, Ingelsson, Erik, Mohlke, Karen L., Hirschhorn, Joel N., Pospisilik, John Andrew, Zillikens, M. Carola, Lindgren, Cecilia, Kilpelainen, Tuomas Oskari and Loos, Ruth J. F. (2016) New loci for body fat percentage reveal link between adiposity and cardiometabolic disease risk. Nature Communications, 7 . doi:10.1038/ncomms10495

  • Yang, Jian, Bakshi, Andrew, Zhu, Zhihong, Hemani, Gibran, Vinkhuyzen, Anna A. E., Nolte, Ilja M., van Vliet-Ostaptchouk, Jana V., Snieder, Harold, Study, Lifelines Cohort, Esko, Tonu, Milani, Lili, Maegi, Reedik, Metspalu, Andres, Hamsten, Anders, Magnusson, Patrik K. E., Pedersen, Nancy L., Ingelsson, Erik and Visscher, Peter M. (2015) Genome-wide genetic homogeneity between sexes and populations for human height and body mass index. Human Molecular Genetics, 24 25: 7445-7449. doi:10.1093/hmg/ddv443

  • Peters, Marjolein J., Joehanes, Roby, Pilling, Luke C., Schurmann, Claudia, Conneely, Karen N., Powell, Joseph, Reinmaa, Eva, Sutphin, George L., Zhernakova, Alexandra, Schramm, Katharina, Wilson, Yana A., Kobes, Sayuko, Tukiainen, Taru, Ramos, Yolande F., Goring, Harald H. H., Fornage, Myriam, Liu, Yongmei, Gharib, Sina A., Stranger, Barbara E., De Jager, Philip L., Aviv, Abraham, Levy, Daniel, Murabito, Joanne M., Munson, Peter J., Huan, Tianxiao, Hofman, Albert, Uitterlinden, Andre G., Rivadeneira, Fernando, Van Rooij, Jeroen, Stolk, Lisette, Broer, Linda, Verbiest, Michael M. P. J., Jhamai, Mila, Arp, Pascal, Metspalu, Andres, Tserel, Liina, Milani, Lili, Samani, Nilesh J., Peterson, Part, Kasela, Silva, Codd, Veryan, Peters, Annette, Ward-Caviness, Cavin K., Herder, Christian, Waldenberger, Melanie, Roden, Michael, Singmann, Paula, Zeilinger, Sonja, Illig, Thomas, Homuth, Georg, Grabe, Hans-Jorgen, Volzke, Henry, Steil, Leif, Kocher, Thomas, Murray, Anna, Melzer, David, Yaghootkar, Hanieh, Bandinelli, Stefania, Moses, Eric K., Kent, Jack W., Curran, Joanne E., Johnson, Matthew P., Williams-Blangero, Sarah, Westra, Harm-Jan, McRae, Allan F., Smith, Jennifer A., Kardia, Sharon L. R., Hovatta, Iiris, Perola, Markus, Ripatti, Samuli, Salomaa, Veikko, Henders, Anjali K., Martin, Nicholas G., Smith, Alicia K., Mehta, Divya, Binder, Elisabeth B., Nylocks, K. Maria, Kennedy, Elizabeth M., Klengel, Torsten, Ding, Jingzhong, Suchy-Dicey, Astrid M., Enquobahrie, Daniel A., Brody, Jennifer, Rotter, Jerome I., Chen, Yii-Der I., Houwing-Duistermaat, Jeanine, Kloppenburg, Margreet, Slagboom, P. Eline, Helmer, Quinta, Den Hollander, Wouter, Bean, Shannon, Raj, Towfique, Bakhshi, Noman, Wang, Qiao Ping, Oyston, Lisa J., Psaty, Bruce M., Tracy, Russell P., Montgomery, Grant W., Turner, Stephen T., Blangero, John, Meulenbelt, Ingrid, Ressler, Kerry J., Yang, Jian, Franke, Lude, Kettunen, Johannes, Visscher, Peter M., Neely, G. Gregory, Korstanje, Ron, Hanson, Robert L., Prokisch, Holger, Ferrucci, Luigi, Esko, Tonu, Teumer, Alexander, Van Meurs, Joyce B. J., Johnson, Andrew D., Nalls, Michael A., Hernandez, Dena G., Cookson, Mark R., Gibbs, Raphael J., Hardy, John, Ramasamy, Adaikalavan, Zonderman, Alan B., Dillman, Allissa, Traynor, Bryan, Smith, Colin, Longo, Dan L., Trabzuni, Daniah, Troncoso, Juan, Van Der Brug, Marcel, Weale, Michael E., O'Brien, Richard, Johnson, Robert, Walker, Robert, Zielke, Ronald H., Arepalli, Sampath, Ryten, Mina, Singleton, Andrew B. and NABEC/UKBEC Consortium (2015) The transcriptional landscape of age in human peripheral blood. Nature Communications, 6 8570.1-8570.14. doi:10.1038/ncomms9570

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(2010) Meta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution. Nature Genetics, 42 11: 949-U160. doi:10.1038/ng.685

  • Visscher, Peter M., McEvoy, Brian and Yang, Jian (2010) From Galton to GWAS: Quantitative genetics of human height. Genetics Research, 92 5-6: 371-379. doi:10.1017/S0016672310000571

  • Yang, Jian, Visscher, Peter M. and Wray, Naomi R. (2010) Sporadic cases are the norm for complex disease. European Journal of Human Genetics, 18 9: 1039-1043. doi:10.1038/ejhg.2009.177

  • Yang, Jian, Benyamin, Beben, McEvoy, Brian P., Gordon, Scott, Henders, Anjali K., Nyholt, Dale R., Madden, Pamela A., Heath, Andrew C., Martin, Nicholas G., Montgomery, Grant W., Goddard, Michael E. and Visscher, Peter M. (2010) Common SNPs explain a large proportion of the heritability for human height. Nature Genetics, 42 7: 565-569. doi:10.1038/ng.608

  • Zheng, Wen-jun, Yang, Jian and Zhu, Jun (2010) QTLNetworkR: an interactive R package for QTL visualization. Journal of Zhejiang University-Science B, 11 7: 512-515. doi:10.1631/jzus.B0900384

  • Yang, Jian, Wray, Naomi R. and Visscher, Peter M. (2010) Comparing apples and oranges: Equating the power of case-control and quantitative trait association studies. Genetic Epidemiology, 34 3: 254-257. doi:10.1002/gepi.20456

  • Wray, Naomi R., Yang, Jian, Goddard, Michael E. and Visscher, Peter M. (2010) The Genetic Interpretation of Area under the ROC Curve in Genomic Profiling. PLoS Genetics, 6 2: e1000864.1-e1000864.9. doi:10.1371/journal.pgen.1000864

  • Zou, Yangyun, Su, Zhixi, Yang, Jian, Zeng, Yanwu and Gu, Xun (2009) Uncovering genetic regulatory network divergence between duplicate genes using yeast eQTL landscape. Journal of Experimental Zoology Part B: Molecular and Developmental Evolution, 312B 7: 722-733. doi:10.1002/jez.b.21290

  • Yang, Jian, Zou, Yangyun and Zhu, Jun (2009) Identifying differentially expressed genes in human acute leukemia and mouse brain microarray datasets utilizing QTModel. Functional & Integrative Genomics, 9 1: 59-66. doi:10.1007/s10142-008-0096-5

  • Hayat, Yousaf, Yang, Jian, Xu, Hai-ming and Zhu, Jun (2008) Influence of outliers on QTL mapping for complex traits. Journal of Zhejiang University-Science B, 9 12: 931-937. doi:10.1631/jzus.B0820045

  • Yang, Jian, Wu, Weiren and Zhu, Jun (2008) Mapping interspecific genetic architecture in a host-parasite interaction system. Genetics, 178 3: 1737-1743. doi:doi:10.1534/genetics.107.081430

  • Yang, Jian, Hu, Chengcheng, Hu, Han, Yu, Rongdong, Xia, Zhen, Ye, Xiuzi and Zhu, Jun (2008) QTLNetwork: mapping and visualizing genetic architecture of complex traits in experimental populations. Bioinformatics, 24 5: 721-723. doi:10.1093/bioinformatics/btm494

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  • Hu Cheng-cheng, Ye Xiu-zi, Zhang Yin, Yu Rong-dong, Yang Jian and Zhu Jun (2007) 3D graphical visualization of the genetic architectures underlying complex traits in multiple environments. Journal of Zhejiang University-Science a, 8 4: 563-567. doi:10.1631/jzus.2007.A0563

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