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Chan SH, Bylstra Y, Teo JX, Kuan JL, Bertin N, Gonzalez-Porta M, Hebrard M, Tirado-Magallanes R, Tan JHJ, Jeyakani J, Li Z, Chai JF, Chong YS, Davila S, Goh LL, Lee ES, Wong E, Wong TY, Prabhakar S, Liu J, Cheng CY, Eisenhaber B, Karnani N, Leong KP, Sim X, Yeo KK, Chambers JC, Tai ES, Tan P, Jamuar SS, Ngeow J, Lim WK, Gluckman PD, Goh DLM, Jain K, Kam S, Kassam I, Lakshmanan LN, Lee CG, Lee J, Lee SC, Lee YS, Li H, Lim CW, Lim TH, Loh M, Maurer-Stroh S, Mina TH, Mok SQ, Ng HK, Pua CJ, Riboli E, Rim TH, Sabanayagam C, Sim WC, Subramaniam T, Tan ES, Tan EK, Tantoso E, Tay D, Teo YY, Tham YC, Toh LXG, Tsai PK, van Dam RM, Veeravalli L, Khin-lin GW, Wilm A, Yang C, Yap F, Yew YW, Prabhakar S, Liu J, Cheng CY, Eisenhaber B, Karnani N, Leong KP, Sim X, Yeo KK, Chambers JC, Tai ES, Tan P, Jamuar SS, Ngeow J, Lim WK. Analysis of clinically relevant variants from ancestrally diverse Asian genomes. Nat Commun 2022; 13:6694. [PMID: 36335097 PMCID: PMC9637116 DOI: 10.1038/s41467-022-34116-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 10/12/2022] [Indexed: 11/06/2022] Open
Abstract
Asian populations are under-represented in human genomics research. Here, we characterize clinically significant genetic variation in 9051 genomes representing East Asian, South Asian, and severely under-represented Austronesian-speaking Southeast Asian ancestries. We observe disparate genetic risk burden attributable to ancestry-specific recurrent variants and identify individuals with variants specific to ancestries discordant to their self-reported ethnicity, mostly due to cryptic admixture. About 27% of severe recessive disorder genes with appreciable carrier frequencies in Asians are missed by carrier screening panels, and we estimate 0.5% Asian couples at-risk of having an affected child. Prevalence of medically-actionable variant carriers is 3.4% and a further 1.6% harbour variants with potential for pathogenic classification upon additional clinical/experimental evidence. We profile 23 pharmacogenes with high-confidence gene-drug associations and find 22.4% of Asians at-risk of Centers for Disease Control and Prevention Tier 1 genetic conditions concurrently harbour pharmacogenetic variants with actionable phenotypes, highlighting the benefits of pre-emptive pharmacogenomics. Our findings illuminate the diversity in genetic disease epidemiology and opportunities for precision medicine for a large, diverse Asian population.
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Affiliation(s)
- Sock Hoai Chan
- grid.410724.40000 0004 0620 9745Cancer Genetics Service, Division of Medical Oncology, National Cancer Centre Singapore, Singapore, 169610 Singapore ,grid.428397.30000 0004 0385 0924Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore, 169857 Singapore ,grid.59025.3b0000 0001 2224 0361Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 308232 Singapore
| | - Yasmin Bylstra
- grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Institute of Precision Medicine, Singapore, 169609 Singapore
| | - Jing Xian Teo
- grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Institute of Precision Medicine, Singapore, 169609 Singapore
| | - Jyn Ling Kuan
- grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Institute of Precision Medicine, Singapore, 169609 Singapore
| | - Nicolas Bertin
- grid.418377.e0000 0004 0620 715XGenome Research Informatics & Data Science Platform, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore
| | - Mar Gonzalez-Porta
- grid.418377.e0000 0004 0620 715XGenome Research Informatics & Data Science Platform, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore
| | - Maxime Hebrard
- grid.418377.e0000 0004 0620 715XGenome Research Informatics & Data Science Platform, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore
| | - Roberto Tirado-Magallanes
- grid.418377.e0000 0004 0620 715XGenome Research Informatics & Data Science Platform, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore
| | - Joanna Hui Juan Tan
- grid.418377.e0000 0004 0620 715XGenome Research Informatics & Data Science Platform, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore
| | - Justin Jeyakani
- grid.418377.e0000 0004 0620 715XGenome Research Informatics & Data Science Platform, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore
| | - Zhihui Li
- grid.418377.e0000 0004 0620 715XGenome Research Informatics & Data Science Platform, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore
| | - Jin Fang Chai
- grid.4280.e0000 0001 2180 6431Saw Swee Hock School of Public Health, National University of Singapore, Singapore, 117549 Singapore
| | - Yap Seng Chong
- grid.4280.e0000 0001 2180 6431Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119228 Singapore ,grid.452264.30000 0004 0530 269XSingapore Institute for Clinical Sciences, Singapore, 117609 Singapore
| | - Sonia Davila
- grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Institute of Precision Medicine, Singapore, 169609 Singapore ,grid.428397.30000 0004 0385 0924Cardiovascular and Metabolic Disorders Program, Duke-NUS Medical School, Singapore, 169857 Singapore ,grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Genomic Medicine Centre, Singapore, 168582 Singapore
| | - Liuh Ling Goh
- grid.240988.f0000 0001 0298 8161Personalized Medicine Service, Tan Tock Seng Hospital, Singapore, 308433 Singapore
| | - Eng Sing Lee
- grid.59025.3b0000 0001 2224 0361Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 308232 Singapore ,grid.466910.c0000 0004 0451 6215National Healthcare Group Polyclinics, Singapore, 138543 Singapore
| | - Eleanor Wong
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore
| | - Tien Yin Wong
- grid.419272.b0000 0000 9960 1711Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, 168751 Singapore
| | | | - Shyam Prabhakar
- grid.418377.e0000 0004 0620 715XLaboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore
| | - Jianjun Liu
- grid.418377.e0000 0004 0620 715XHuman Genomics, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore ,grid.4280.e0000 0001 2180 6431Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119228 Singapore
| | - Ching-Yu Cheng
- grid.419272.b0000 0000 9960 1711Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, 168751 Singapore ,grid.428397.30000 0004 0385 0924Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, 169857 Singapore
| | - Birgit Eisenhaber
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore ,grid.418325.90000 0000 9351 8132Bioinformatics Institute, Agency for Science, Technology and Research, Singapore, 138671 Singapore
| | - Neerja Karnani
- grid.452264.30000 0004 0530 269XHuman Development, Singapore Institute for Clinical Sciences, Singapore, 117609 Singapore ,grid.418325.90000 0000 9351 8132Clinical Data Engagement, Bioinformatics Institute, Agency for Science, Technology and Research, Singapore, 138671 Singapore ,grid.4280.e0000 0001 2180 6431Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117596 Singapore
| | - Khai Pang Leong
- grid.240988.f0000 0001 0298 8161Personalized Medicine Service, Tan Tock Seng Hospital, Singapore, 308433 Singapore ,grid.240988.f0000 0001 0298 8161Department of Rheumatology, Allergy and Immunology, Tan Tock Seng Hospital, Singapore, 308433 Singapore
| | - Xueling Sim
- grid.4280.e0000 0001 2180 6431Saw Swee Hock School of Public Health, National University of Singapore, Singapore, 117549 Singapore
| | - Khung Keong Yeo
- grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Institute of Precision Medicine, Singapore, 169609 Singapore ,grid.419385.20000 0004 0620 9905Department of Cardiology, National Heart Centre Singapore, Singapore, 169609 Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, 169857 Singapore
| | - John C. Chambers
- grid.59025.3b0000 0001 2224 0361Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 308232 Singapore ,Precision Health Research Singapore (PRECISE), Singapore, 139234 Singapore ,grid.7445.20000 0001 2113 8111Department of Epidemiology and Biostatistics, Imperial College London, London, W2 1PG UK
| | - E-Shyong Tai
- grid.4280.e0000 0001 2180 6431Saw Swee Hock School of Public Health, National University of Singapore, Singapore, 117549 Singapore ,grid.4280.e0000 0001 2180 6431Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 119228 Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, 169857 Singapore ,Precision Health Research Singapore (PRECISE), Singapore, 139234 Singapore
| | - Patrick Tan
- grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Institute of Precision Medicine, Singapore, 169609 Singapore ,grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, 138672 Singapore ,Precision Health Research Singapore (PRECISE), Singapore, 139234 Singapore ,grid.428397.30000 0004 0385 0924Cancer & Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857 Singapore ,grid.4280.e0000 0001 2180 6431Cancer Science Institute of Singapore, National University of Singapore, Singapore, 117599 Singapore
| | - Saumya S. Jamuar
- grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Institute of Precision Medicine, Singapore, 169609 Singapore ,grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Genomic Medicine Centre, Singapore, 168582 Singapore ,grid.414963.d0000 0000 8958 3388Genetics Service, Department of Paediatrics, KK Women’s and Children’s Hospital, Singapore, 229899 Singapore ,grid.428397.30000 0004 0385 0924Paediatric Academic Clinical Program, Duke-NUS Medical School, Singapore, 169857 Singapore
| | - Joanne Ngeow
- grid.410724.40000 0004 0620 9745Cancer Genetics Service, Division of Medical Oncology, National Cancer Centre Singapore, Singapore, 169610 Singapore ,grid.428397.30000 0004 0385 0924Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore, 169857 Singapore ,grid.59025.3b0000 0001 2224 0361Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 308232 Singapore ,grid.185448.40000 0004 0637 0221Institute of Molecular and Cellular Biology, Agency for Science, Technology and Research, Singapore, 138673 Singapore
| | - Weng Khong Lim
- grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Institute of Precision Medicine, Singapore, 169609 Singapore ,grid.4280.e0000 0001 2180 6431SingHealth Duke-NUS Genomic Medicine Centre, Singapore, 168582 Singapore ,grid.428397.30000 0004 0385 0924Cancer & Stem Cell Biology Program, Duke-NUS Medical School, Singapore, 169857 Singapore
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