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2022

Journal Article

Discovery of genomic loci of the human cerebral cortex using genetically informed brain atlases

Makowski, Carolina, van der Meer, Dennis, Dong, Weixiu, Wang, Hao, Wu, Yan, Zou, Jingjing, Liu, Cin, Rosenthal, Sara B., Hagler, Donald J., Fan, Chun Chieh, Kremen, William S., Andreassen, Ole A., Jernigan, Terry L., Dale, Anders M., Zhang, Kun, Visscher, Peter M., Yang, Jian and Chen, Chi-Hua (2022). Discovery of genomic loci of the human cerebral cortex using genetically informed brain atlases. Science, 375 (6580) A27, 522-528. doi: 10.1126/science.abe8457

Discovery of genomic loci of the human cerebral cortex using genetically informed brain atlases

2022

Journal Article

Assortative mating biases marker-based heritability estimators

Border, Richard, O’Rourke, Sean, de Candia, Teresa, Goddard, Michael E., Visscher, Peter M., Yengo, Loic, Jones, Matt and Keller, Matthew C. (2022). Assortative mating biases marker-based heritability estimators. Nature Communications, 13 (1) 660. doi: 10.1038/s41467-022-28294-9

Assortative mating biases marker-based heritability estimators

2022

Journal Article

Australian Parkinson’s Genetics Study (APGS): pilot (n=1532)

Bivol, Svetlana, Mellick, George D., Gratten, Jacob, Parker, Richard, Mulcahy, Aoibhe, Mosley, Philip E., Poortvliet, Peter C., Campos, Adrian I., Mitchell, Brittany L., Garcia-Marin, Luis M., Cross, Simone, Ferguson, Mary, Lind, Penelope A., Loesch, Danuta Z., Visscher, Peter M., Medland, Sarah E., Scherzer, Clemens R., Martin, Nicholas G. and Rentería, Miguel E. (2022). Australian Parkinson’s Genetics Study (APGS): pilot (n=1532). BMJ Open, 12 (2) e052032, e052032. doi: 10.1136/bmjopen-2021-052032

Australian Parkinson’s Genetics Study (APGS): pilot (n=1532)

2022

Journal Article

Epigenetic scores for the circulating proteome as tools for disease prediction

Gadd, Danni A., Hillary, Robert F., McCartney, Daniel L., Zaghlool, Shaza B., Stevenson, Anna J., Cheng, Yipeng, Fawns-Ritchie, Chloe, Nangle, Cliff, Campbell, Archie, Flaig, Robin, Harris, Sarah E., Walker, Rosie M., Shi, Liu, Tucker-Drob, Elliot M., Gieger, Christian, Peters, Annette, Waldenberger, Melanie, Graumann, Johannes, McRae, Allan F., Deary, Ian J., Porteous, David J., Hayward, Caroline, Visscher, Peter M., Cox, Simon R., Evans, Kathryn L., McIntosh, Andrew M., Suhre, Karsten and Marioni, Riccardo E. (2022). Epigenetic scores for the circulating proteome as tools for disease prediction. eLife, 11 e71802, 1-24. doi: 10.7554/eLife.71802

Epigenetic scores for the circulating proteome as tools for disease prediction

2021

Book Chapter

Marker assisted selection

Visscher, P. M., van der Beek, S. and Haley, C. S. (2021). Marker assisted selection. Animal Breeding. (pp. 119-136) edited by A.E. Clark. Boca Raton, FL, United States: CRC Press. doi: 10.1201/9781315137483-9

Marker assisted selection

2021

Journal Article

Improved analyses of GWAS summary statistics by reducing data heterogeneity and errors

Chen, Wenhan, Wu, Yang, Zheng, Zhili, Qi, Ting, Visscher, Peter M., Zhu, Zhihong and Yang, Jian (2021). Improved analyses of GWAS summary statistics by reducing data heterogeneity and errors. Nature Communications, 12 (1) 7117, 7117. doi: 10.1038/s41467-021-27438-7

Improved analyses of GWAS summary statistics by reducing data heterogeneity and errors

2021

Journal Article

Association of genetic variant at chromosome 12q23.1 with neuropathic pain susceptibility

Veluchamy, Abirami, Hebert, Harry L., van Zuydam, Natalie R., Pearson, Ewan R., Campbell, Archie, Hayward, Caroline, Meng, Weihua, McCarthy, Mark I., Bennett, David L. H., Palmer, Colin N. A. and Smith, Blair H. (2021). Association of genetic variant at chromosome 12q23.1 with neuropathic pain susceptibility. JAMA Network Open, 4 (12) e2136560, 1-14. doi: 10.1001/jamanetworkopen.2021.36560

Association of genetic variant at chromosome 12q23.1 with neuropathic pain susceptibility

2021

Journal Article

Creating and validating a DNA methylation-based proxy for interleukin-6

Stevenson, Anna J, Gadd, Danni A, Hillary, Robert F, McCartney, Daniel L, Campbell, Archie, Walker, Rosie M, Evans, Kathryn L, Harris, Sarah E, Spires-Jones, Tara L, McRae, Allan F, Visscher, Peter M, McIntosh, Andrew M, Deary, Ian J and Marioni, Riccardo E (2021). Creating and validating a DNA methylation-based proxy for interleukin-6. Journals of Gerontology - Series A Biological Sciences and Medical Sciences, 76 (12), 2284-2292. doi: 10.1093/gerona/glab046

Creating and validating a DNA methylation-based proxy for interleukin-6

2021

Journal Article

Probabilistic inference of the genetic architecture underlying functional enrichment of complex traits

Patxot, Marion, Banos, Daniel Trejo, Kousathanas, Athanasios, Orliac, Etienne J., Ojavee, Sven E., Moser, Gerhard, Holloway, Alexander, Sidorenko, Julia, Kutalik, Zoltan, Mägi, Reedik, Visscher, Peter M., Rönnegård, Lars and Robinson, Matthew R. (2021). Probabilistic inference of the genetic architecture underlying functional enrichment of complex traits. Nature Communications, 12 (1) 6972, 6972. doi: 10.1038/s41467-021-27258-9

Probabilistic inference of the genetic architecture underlying functional enrichment of complex traits

2021

Journal Article

Autism-related dietary preferences mediate autism-gut microbiome associations

Yap, Chloe X., Henders, Anjali K., Alvares, Gail A., Wood, David L.A., Krause, Lutz, Tyson, Gene W., Restuadi, Restuadi, Wallace, Leanne, McLaren, Tiana, Hansell, Narelle K., Cleary, Dominique, Grove, Rachel, Hafekost, Claire, Harun, Alexis, Holdsworth, Helen, Jellett, Rachel, Khan, Feroza, Lawson, Lauren P., Leslie, Jodie, Frenk, Mira Levis, Masi, Anne, Mathew, Nisha E., Muniandy, Melanie, Nothard, Michaela, Miller, Jessica L., Nunn, Lorelle, Holtmann, Gerald, Strike, Lachlan T., de Zubicaray, Greig I. ... Gratten, Jacob (2021). Autism-related dietary preferences mediate autism-gut microbiome associations. Cell, 184 (24), 5916-5931.e17. doi: 10.1016/j.cell.2021.10.015

Autism-related dietary preferences mediate autism-gut microbiome associations

2021

Conference Publication

Resource Profile and User Guide of the Polygenic Index Repository

Becker, Joel, Burik, Casper A. P., Goldman, Grant, Wang, Nancy, Jayashankar, Hariharan, Bennett, Michael, Belsky, Daniel W., Linner, Richard Karlsson, Ahlskog, Rafael, Kleinman, Aaron, Hinds, David A., Caspi, Avshalom, Corcoran, David L., Moffitt, Terrie E., Poulton, Richie, Sugden, Karen, Williams, Benjamin S., Harris, Kathleen Mullan, Steptoe, Andrew, Ajnakina, Olesya, Milani, Lili, Esko, Tonu, Iacono, William G., McGue, Matt, Magnusson, Patrik K. E., Mallard, Travis T., Harden, K. Paige, Tucker-Drob, Elliot M., Herd, Pamela ... Okbay, Aysu (2021). Resource Profile and User Guide of the Polygenic Index Repository. 51st Annual Meeting of the Behavior-Genetics-Association (BGA), Electr Network, Jun 29, 2021. NEW YORK: SPRINGER.

Resource Profile and User Guide of the Polygenic Index Repository

2021

Conference Publication

Polygenic prediction within and between families from a 3-million-person GWAS of educational attainment

Okbay, Aysu, Wu, Yeda, Wang, Nancy, Jayashankar, Hariharan, Bennett, Michael, Nehzati, Seyed Moeen, Sidorenko, Julia, Kweon, Hermon, Goldman, Grant, Gjorgjieva, Tamara, Jiang, Yunxuan, Tian, Chao, Ahlskog, Rafael, Magnusson, Patrik K. E., Oskarsson, Sven, Hayward, Caroline, Campbell, Archie, Porteous, David, Freese, Jeremy, Herd, Pamela, Watson, Chelsea, Jala, Jonathan, Conley, Dalton C., Koellinger, Philipp D., Johannesson, Magnus, Laibson, David I., Meyer, Michelle N., Lee, James J., Kong, Augustine ... Young, Alexander I. (2021). Polygenic prediction within and between families from a 3-million-person GWAS of educational attainment. Behavior Genetics Association 51st Annual Meeting, Online, 2021. New York, NY United States: Springer. doi: 10.1007/s10519-021-10087-3

Polygenic prediction within and between families from a 3-million-person GWAS of educational attainment

2021

Journal Article

A comparison of ten polygenic score methods for psychiatric disorders applied across multiple cohorts

Ni, Guiyan, Zeng, Jian, Revez, Joana A., Wang, Ying, Zheng, Zhili, Ge, Tian, Restuadi, Restuadi, Kiewa, Jacqueline, Nyholt, Dale R., Coleman, Jonathan R.I., Smoller, Jordan W., Yang, Jian, Visscher, Peter M. and Wray, Naomi R. (2021). A comparison of ten polygenic score methods for psychiatric disorders applied across multiple cohorts. Biological Psychiatry, 90 (9), 611-620. doi: 10.1016/j.biopsych.2021.04.018

A comparison of ten polygenic score methods for psychiatric disorders applied across multiple cohorts

2021

Journal Article

Problems with using polygenic scores to select embryos

Turley, Patrick, Meyer, Michelle N., Wang, Nancy, Cesarini, David, Hammonds, Evelynn, Martin, Alicia R., Neale, Benjamin M., Rehm, Heidi L., Wilkins-Haug, Louise, Benjamin, Daniel J., Hyman, Steven, Laibson, David and Visscher, Peter M. (2021). Problems with using polygenic scores to select embryos. Obstetrical and Gynecological Survey, 76 (10), 609-610. doi: 10.1097/OGX.0000000000000972

Problems with using polygenic scores to select embryos

2021

Journal Article

Discovery and implications of polygenicity of common diseases

Visscher, Peter M., Yengo, Loic, Cox, Nancy J. and Wray, Naomi R. (2021). Discovery and implications of polygenicity of common diseases. Science, 373 (6562), 1468-1473. doi: 10.1126/science.abi8206

Discovery and implications of polygenicity of common diseases

2021

Journal Article

The genomics of heart failure: design and rationale of the HERMES consortium

Lumbers, R. Thomas, Shah, Sonia, Lin, Honghuang, Czuba, Tomasz, Henry, Albert, Swerdlow, Daniel I., Mälarstig, Anders, Andersson, Charlotte, Verweij, Niek, Holmes, Michael V., Ärnlöv, Johan, Svensson, Per, Hemingway, Harry, Sallah, Neneh, Almgren, Peter, Aragam, Krishna G., Asselin, Geraldine, Backman, Joshua D., Biggs, Mary L., Bloom, Heather L., Boersma, Eric, Brandimarto, Jeffrey, Brown, Michael R., Brunner‐La Rocca, Hans‐Peter, Carey, David J., Chaffin, Mark D., Chasman, Daniel I., Chazara, Olympe, Chen, Xing ... Regeneron Genetics Center (2021). The genomics of heart failure: design and rationale of the HERMES consortium. ESC Heart Failure, 8 (6) ehf2.13517, 5531-5541. doi: 10.1002/ehf2.13517

The genomics of heart failure: design and rationale of the HERMES consortium

2021

Journal Article

Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression

Võsa, Urmo, Claringbould, Annique, Westra, Harm-Jan, Bonder, Marc Jan, Deelen, Patrick, Zeng, Biao, Kirsten, Holger, Saha, Ashis, Kreuzhuber, Roman, Yazar, Seyhan, Brugge, Harm, Oelen, Roy, de Vries, Dylan H., van der Wijst, Monique G. P., Kasela, Silva, Pervjakova, Natalia, Alves, Isabel, Favé, Marie-Julie, Agbessi, Mawussé, Christiansen, Mark W., Jansen, Rick, Seppälä, Ilkka, Tong, Lin, Teumer, Alexander, Schramm, Katharina, Hemani, Gibran, Verlouw, Joost, Yaghootkar, Hanieh, Sönmez Flitman, Reyhan ... i2QTL Consortium (2021). Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression. Nature Genetics, 53 (9), 1300-1310. doi: 10.1038/s41588-021-00913-z

Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression

2021

Journal Article

Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation

Min, Josine L., Hemani, Gibran, Hannon, Eilis, Dekkers, Koen F., Castillo-Fernandez, Juan, Luijk, René, Carnero-Montoro, Elena, Lawson, Daniel J., Burrows, Kimberley, Suderman, Matthew, Bretherick, Andrew D., Richardson, Tom G., Klughammer, Johanna, Iotchkova, Valentina, Sharp, Gemma, Al Khleifat, Ahmad, Shatunov, Aleksey, Iacoangeli, Alfredo, McArdle, Wendy L., Ho, Karen M., Kumar, Ashish, Söderhäll, Cilla, Soriano-Tárraga, Carolina, Giralt-Steinhauer, Eva, Kazmi, Nabila, Mason, Dan, McRae, Allan F., Corcoran, David L., Sugden, Karen ... BIOS Consortium (2021). Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation. Nature Genetics, 53 (9), 1311-1321. doi: 10.1038/s41588-021-00923-x

Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation

2021

Journal Article

Phantom epistasis between unlinked loci

Hemani, Gibran, Powell, Joseph E., Wang, Huanwei, Shakhbazov, Konstantin, Westra, Harm-Jan, Esko, Tonu, Henders, Anjali K., McRae, Allan F., Martin, Nicholas G., Metspalu, Andres, Franke, Lude, Montgomery, Grant W., Goddard, Michael E., Gibson, Greg, Yang, Jian and Visscher, Peter M. (2021). Phantom epistasis between unlinked loci. Nature, 596 (7871), E1-E3. doi: 10.1038/s41586-021-03765-z

Phantom epistasis between unlinked loci

2021

Journal Article

Using symptom-based case predictions to identify host genetic factors that contribute to COVID-19 susceptibility

van Blokland, Irene V., Lanting, Pauline, Ori, Anil P.S., Vonk, Judith M., Warmerdam, Robert C.A., Herkert, Johanna C., Boulogne, Floranne, Claringbould, Annique, Lopera-Maya, Esteban A., Bartels, Meike, Hottenga, Jouke-Jan, Ganna, Andrea, Karjalainen, Juha, Hayward, Caroline, Fawns-Ritchie, Chloe, Campbell, Archie, Porteous, David, Cirulli, Elizabeth T., Barrett, Kelly M. Schiabor, Riffle, Stephen, Bolze, Alexandre, White, Simon, Tanudjaja, Francisco, Wang, Xueqing, Ramirez, Jimmy M., Lim, Yan Wei, Lu, James T., Washington, Nicole L., de Geus, Eco J. C. ... Yengo, Loic (2021). Using symptom-based case predictions to identify host genetic factors that contribute to COVID-19 susceptibility. PLoS One, 16 (8) e0255402, 1-18. doi: 10.1371/journal.pone.0255402

Using symptom-based case predictions to identify host genetic factors that contribute to COVID-19 susceptibility