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Cross-ancestry information transfer framework improves protein abundance prediction and protein-trait association identification.

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Title: Cross-ancestry information transfer framework improves protein abundance prediction and protein-trait association identification.
Authors: Zhai W; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China., Sun L; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China., Fang W; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China., Dong Y; Section of Epidemiology and Population Health & Department of Gynecology and Obstetrics, Ministry of Education Key Laboratory of Birth Defects and Related Diseases of Women and Children & National Medical Products Administration Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, West China Second University Hospital, Sichuan University, 20 Section 3, Renmin South Road, Chengdu, Sichuan 610041, China., Cheng C; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China., Liu Y; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China., Zhou Y; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China., Ji J; Institute for Financial Studies, Shandong University, 27 Shanda Nanlu, Jinan, Shandong 250100, China., Wu L; Cancer Epidemiology Division, Population Sciences in the Pacific Program, University of Hawai'i Cancer Center, University of Hawai'i at Mānoa, 701 Ilalo Street, Honolulu, HI 96813, United States., Pan A; Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Wuhan, Hubei 430030, China., Gamazon ER; Department of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, 2525 West End Avenue, Suite 700, Nashville, TN 37203, United States.; Clare Hall, University of Cambridge, Herschel Road, Cambridge CB3 9AL, United Kingdom., Pan XF; Section of Epidemiology and Population Health & Department of Gynecology and Obstetrics, Ministry of Education Key Laboratory of Birth Defects and Related Diseases of Women and Children & National Medical Products Administration Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, West China Second University Hospital, Sichuan University, 20 Section 3, Renmin South Road, Chengdu, Sichuan 610041, China.; Shuangliu Institute of Women's and Children's Health, Shuangliu Maternal and Child Health Hospital, 396 Jiancao Middle Street, Chengdu, Sichuan 610200, China.; West China Biomedical Big Data Center, West China Hospital, Sichuan University, 37 Guoxue Alley, Chengdu, Sichuan 610041, China., Zhou D; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; State Key Laboratory of Transvascular Implantation Devices, 1511 Jianghong Road, Hangzhou, Zhejiang 310009, China.; Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, 1369 West Wenyi Road, Hangzhou, Zhejiang 311121, China.
Source: Briefings in bioinformatics [Brief Bioinform] 2026 Jan 07; Vol. 27 (1).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium: Internet ISSN: 1477-4054 (Electronic) Linking ISSN: 14675463 NLM ISO Abbreviation: Brief Bioinform Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Cross-ancestry information transfer framework improves protein abundance prediction and protein-trait association identification.
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  Data: <searchLink fieldCode="AU" term="%22Zhai+W%22">Zhai W</searchLink>; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.<br /><searchLink fieldCode="AU" term="%22Sun+L%22">Sun L</searchLink>; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.<br /><searchLink fieldCode="AU" term="%22Fang+W%22">Fang W</searchLink>; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.<br /><searchLink fieldCode="AU" term="%22Dong+Y%22">Dong Y</searchLink>; Section of Epidemiology and Population Health & Department of Gynecology and Obstetrics, Ministry of Education Key Laboratory of Birth Defects and Related Diseases of Women and Children & National Medical Products Administration Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, West China Second University Hospital, Sichuan University, 20 Section 3, Renmin South Road, Chengdu, Sichuan 610041, China.<br /><searchLink fieldCode="AU" term="%22Cheng+C%22">Cheng C</searchLink>; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.<br /><searchLink fieldCode="AU" term="%22Zhou+Y%22">Zhou Y</searchLink>; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.<br /><searchLink fieldCode="AU" term="%22Ji+J%22">Ji J</searchLink>; Institute for Financial Studies, Shandong University, 27 Shanda Nanlu, Jinan, Shandong 250100, China.<br /><searchLink fieldCode="AU" term="%22Wu+L%22">Wu L</searchLink>; Cancer Epidemiology Division, Population Sciences in the Pacific Program, University of Hawai'i Cancer Center, University of Hawai'i at Mānoa, 701 Ilalo Street, Honolulu, HI 96813, United States.<br /><searchLink fieldCode="AU" term="%22Pan+A%22">Pan A</searchLink>; Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Road, Wuhan, Hubei 430030, China.<br /><searchLink fieldCode="AU" term="%22Gamazon+ER%22">Gamazon ER</searchLink>; Department of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, 2525 West End Avenue, Suite 700, Nashville, TN 37203, United States.; Clare Hall, University of Cambridge, Herschel Road, Cambridge CB3 9AL, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Pan+XF%22">Pan XF</searchLink>; Section of Epidemiology and Population Health & Department of Gynecology and Obstetrics, Ministry of Education Key Laboratory of Birth Defects and Related Diseases of Women and Children & National Medical Products Administration Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, West China Second University Hospital, Sichuan University, 20 Section 3, Renmin South Road, Chengdu, Sichuan 610041, China.; Shuangliu Institute of Women's and Children's Health, Shuangliu Maternal and Child Health Hospital, 396 Jiancao Middle Street, Chengdu, Sichuan 610200, China.; West China Biomedical Big Data Center, West China Hospital, Sichuan University, 37 Guoxue Alley, Chengdu, Sichuan 610041, China.<br /><searchLink fieldCode="AU" term="%22Zhou+D%22">Zhou D</searchLink>; The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; Zhejiang Key Laboratory of Intelligent Preventive Medicine, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, China.; State Key Laboratory of Transvascular Implantation Devices, 1511 Jianghong Road, Hangzhou, Zhejiang 310009, China.; Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, 1369 West Wenyi Road, Hangzhou, Zhejiang 311121, China.
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        Value: 10.1093/bib/bbaf707
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              Text: 2026 Jan 07
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