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2024 Journal Article Unravelling the complex causal effects of substance use behaviours on common diseasesXue, Angli, Zhu, Zhihong, Wang, Huanwei, Jiang, Longda, Visscher, Peter M., Zeng, Jian and Yang, Jian (2024). Unravelling the complex causal effects of substance use behaviours on common diseases. Communications Medicine, 4 (1) 43, 1-13. doi: 10.1038/s43856-024-00473-3 |
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2024 Journal Article HOPX-associated molecular programs control cardiomyocyte cell states underpinning cardiac structure and functionFriedman, Clayton E., Cheetham, Seth W., Negi, Sumedha, Mills, Richard J., Ogawa, Masahito, Redd, Meredith A., Chiu, Han Sheng, Shen, Sophie, Sun, Yuliangzi, Mizikovsky, Dalia, Bouveret, Romaric, Chen, Xiaoli, Voges, Holly K., Paterson, Scott, De Angelis, Jessica E., Andersen, Stacey B., Cao, Yuanzhao, Wu, Yang, Jafrani, Yohaann M.A., Yoon, Sohye, Faulkner, Geoffrey J., Smith, Kelly A., Porrello, Enzo, Harvey, Richard P., Hogan, Benjamin M., Nguyen, Quan, Zeng, Jian, Kikuchi, Kazu, Hudson, James E. and Palpant, Nathan J. (2024). HOPX-associated molecular programs control cardiomyocyte cell states underpinning cardiac structure and function. Developmental Cell, 59 (1), 91-107.e6. doi: 10.1016/j.devcel.2023.11.012 |
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2023 Journal Article Developing flexible models for genetic evaluations in smallholder crossbred dairy farmsCostilla, R., Zeng, J., Al Kalaldeh, M., Swaminathan, M., Gibson, J.P., Ducrocq, V. and Hayes, B.J. (2023). Developing flexible models for genetic evaluations in smallholder crossbred dairy farms. Journal of Dairy Science, 106 (12), 9125-9135. doi: 10.3168/jds.2022-23135 |
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2023 Journal Article Learning functional conservation between human and pig to decipher evolutionary mechanisms underlying gene expression and complex traitsLi, Jinghui, Zhao, Tianjing, Guan, Dailu, Pan, Zhangyuan, Bai, Zhonghao, Teng, Jinyan, Zhang, Zhe, Zheng, Zhili, Zeng, Jian, Zhou, Huaijun, Fang, Lingzhao and Cheng, Hao (2023). Learning functional conservation between human and pig to decipher evolutionary mechanisms underlying gene expression and complex traits. Cell Genomics, 3 (10) 100390, 100390. doi: 10.1016/j.xgen.2023.100390 |
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2023 Journal Article Leveraging base-pair mammalian constraint to understand genetic variation and human diseaseSullivan, Patrick F., Meadows, Jennifer R. S., Gazal, Steven, Phan, BaDoi N., Li, Xue, Genereux, Diane P., Dong, Michael X., Bianchi, Matteo, Andrews, Gregory, Sakthikumar, Sharadha, Nordin, Jessika, Roy, Ananya, Christmas, Matthew J., Marinescu, Voichita D., Wang, Chao, Wallerman, Ola, Xue, James, Yao, Shuyang, Sun, Quan, Szatkiewicz, Jin, Wen, Jia, Huckins, Laura M., Lawler, Alyssa, Keough, Kathleen C., Zheng, Zhili, Zeng, Jian, Wray, Naomi R., Li, Yun, Johnson, Jessica ... Zoonomia Consortium§ (2023). Leveraging base-pair mammalian constraint to understand genetic variation and human disease. Science, 380 (6643) eabn2937, 1-12. doi: 10.1126/science.abn2937 |
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2022 Journal Article Genetic control of RNA splicing and its distinct role in complex trait variationQi, Ting, Wu, Yang, Fang, Hailing, Zhang, Futao, Liu, Shouye, Zeng, Jian and Yang, Jian (2022). Genetic control of RNA splicing and its distinct role in complex trait variation. Nature Genetics, 54 (9), 1355-1363. doi: 10.1038/s41588-022-01154-4 |
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2022 Journal Article Extend mixed models to multilayer neural networks for genomic prediction including intermediate omics dataZhao, Tianjing, Zeng, Jian and Cheng, Hao (2022). Extend mixed models to multilayer neural networks for genomic prediction including intermediate omics data. Genetics, 221 (1) iyac034. doi: 10.1093/genetics/iyac034 |
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2022 Journal Article Comparative Analysis Reveals Novel Changes in Plasma Metabolites and Metabolomic Networks of Infants With Retinopathy of PrematurityYang, Yuhang, Yang, Qian, Luo, Sisi, Zhang, Yinsheng, Lian, Chaohui, He, Honghui, Zeng, Jian and Zhang, Guoming (2022). Comparative Analysis Reveals Novel Changes in Plasma Metabolites and Metabolomic Networks of Infants With Retinopathy of Prematurity. Investigative Ophthalmology & Visual Science, 63 (1) 28. doi: 10.1167/iovs.63.1.28 |
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2021 Journal Article A comparison of ten polygenic score methods for psychiatric disorders applied across multiple cohortsNi, 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 |
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2021 Journal Article Tumor mutational burden is polygenic and genetically associated with complex traits and diseasesSun, Xiwei, Xue, Angli, Qi, Ting, Chen, Dan, Shi, Dandan, Wu, Yang, Zheng, Zhili, Zeng, Jian and Yang, Jian (2021). Tumor mutational burden is polygenic and genetically associated with complex traits and diseases. Cancer Research, 81 (5) canres.3459.2020, 12230-1239. doi: 10.1158/0008-5472.can-20-3459 |
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2021 Journal Article Analysis of common genetic variation and rare CNVs in the Australian Autism BiobankYap, Chloe X., Alvares, Gail A., Henders, Anjali K., Lin, Tian, Wallace, Leanne, Farrelly, Alaina, McLaren, Tiana, Berry, Jolene, Vinkhuyzen, Anna A. E., Trzaskowski, Maciej, Zeng, Jian, Yang, Yuanhao, Cleary, Dominique, Grove, Rachel, Hafekost, Claire, Harun, Alexis, Holdsworth, Helen, Jellett, Rachel, Khan, Feroza, Lawson, Lauren, Leslie, Jodie, Levis Frenk, Mira, Masi, Anne, Mathew, Nisha E., Muniandy, Melanie, Nothard, Michaela, Visscher, Peter M., Dawson, Paul A., Dissanayake, Cheryl ... Gratten, Jacob (2021). Analysis of common genetic variation and rare CNVs in the Australian Autism Biobank. Molecular Autism, 12 (1) 12, 12. doi: 10.1186/s13229-020-00407-5 |
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2021 Journal Article Effect of veneer initial moisture content on the performance of polyethylene film reinforced decorative veneerFang, Lu, Zeng, Jian, Zhang, Xinhao and Wang, Dan (2021). Effect of veneer initial moisture content on the performance of polyethylene film reinforced decorative veneer. Forests, 12 (1) 102, 1-9. doi: 10.3390/f12010102 |
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2021 Journal Article Genome-wide analyses of behavioural traits are subject to bias by misreports and longitudinal changesXue, Angli, Jiang, Longda, Zhu, Zhihong, Wray, Naomi R., Visscher, Peter M., Zeng, Jian and Yang, Jian (2021). Genome-wide analyses of behavioural traits are subject to bias by misreports and longitudinal changes. Nature Communications, 12 (1) 6450, 6450. doi: 10.1038/s41467-020-20237-6 |
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2020 Journal Article Promoter-anchored chromatin interactions predicted from genetic analysis of epigenomic dataWu, Yang, Qi, Ting, Wang, Huanwei, Zhang, Futao, Zheng, Zhili, Phillips-Cremins, Jennifer E., Deary, Ian J., McRae, Allan F., Wray, Naomi R., Zeng, Jian and Yang, Jian (2020). Promoter-anchored chromatin interactions predicted from genetic analysis of epigenomic data. Nature Communications, 11 (1) 2061, 1-12. doi: 10.1038/s41467-020-15587-0 |
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2020 Journal Article Genome-wide association study identifies 143 loci associated with 25 hydroxyvitamin D concentrationRevez, Joana A., Lin, Tian, Qiao, Zhen, Xue, Angli, Holtz, Yan, Zhu, Zhihong, Zeng, Jian, Wang, Huanwei, Sidorenko, Julia, Kemper, Kathryn E., Vinkhuyzen, Anna A. E., Frater, Julanne, Eyles, Darryl, Burne, Thomas H. J., Mitchell, Brittany, Martin, Nicholas G., Zhu, Gu, Visscher, Peter M., Yang, Jian, Wray, Naomi R. and McGrath, John J. (2020). Genome-wide association study identifies 143 loci associated with 25 hydroxyvitamin D concentration. Nature Communications, 11 (1) 1647, 1-12. doi: 10.1038/s41467-020-15421-7 |
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2019 Journal Article Genotype-by-environment interactions inferred from genetic effects on phenotypic variability in the UK BiobankWang, Huanwei, Zhang, Futao, Zeng, Jian, Wu, Yang, Kemper, Kathryn E., Xue, Angli, Zhang, Min, Powell, Joseph E., Goddard, Michael E., Wray, Naomi R., Visscher, Peter M., McRae, Allan F. and Yang, Jian (2019). Genotype-by-environment interactions inferred from genetic effects on phenotypic variability in the UK Biobank. Science Advances, 5 (8) eaaw3538, 1-12. doi: 10.1126/sciadv.aaw3538 |
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2019 Journal Article The effect of X-linked dosage compensation on complex trait variationSidorenko, Julia, Kassam, Irfahan, Kemper, Kathryn E., Zeng, Jian, Lloyd-Jones, Luke R., Montgomery, Grant W., Gibson, Greg, Metspalu, Andres, Esko, Tonu, Yang, Jian, McRae, Allan F. and Visscher, Peter M. (2019). The effect of X-linked dosage compensation on complex trait variation. Nature Communications, 10 (1) 3009, 3009. doi: 10.1038/s41467-019-10598-y |
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2018 Journal Article Identifying gene targets for brain-related traits using transcriptomic and methylomic data from bloodQi, 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, 2282. doi: 10.1038/s41467-018-04558-1 |
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2018 Journal Article Global genetic differentiation of complex traits shaped by natural selection in humansGuo, 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, 1865. doi: 10.1038/s41467-018-04191-y |
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2018 Journal Article A nested mixture model for genomic prediction using whole-genome SNP genotypesZeng, Jian, Garrick, Dorian, Dekkers, Jack and Fernando, Rohan (2018). A nested mixture model for genomic prediction using whole-genome SNP genotypes. PloS one, 13 (3) e0194683, e0194683. doi: 10.1371/journal.pone.0194683 |
