Cargando…
Rare variants discovery by extensive whole-genome sequencing of the Han Chinese population in Taiwan: Applications to cardiovascular medicine
INTRODUCTION: A population-specific genomic reference is important for research and clinical practice, yet it remains unavailable for Han Chinese (HC) in Taiwan. OBJECTIVES: We report the first whole genome sequencing (WGS) database of HC (1000 Taiwanese genome (1KTW-WGS)) and demonstrate several ap...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8132201/ https://www.ncbi.nlm.nih.gov/pubmed/34026292 http://dx.doi.org/10.1016/j.jare.2020.12.003 |
_version_ | 1783694869878800384 |
---|---|
author | Juang, Jyh-Ming Jimmy Lu, Tzu-Pin Su, Ming-Wei Lin, Chien-Wei Yang, Jenn-Hwai Chu, Hou-Wei Chen, Chien-Hsiun Hsiao, Yi-Wen Lee, Chien-Yueh Chiang, Li-Mei Yu, Qi-You Hsiao, Chuhsing Kate Chen, Ching-Yu Julius Wu, Pei-Ei Pai, Chien-Hua Chuang, Eric Y. Shen, Chen-Yang |
author_facet | Juang, Jyh-Ming Jimmy Lu, Tzu-Pin Su, Ming-Wei Lin, Chien-Wei Yang, Jenn-Hwai Chu, Hou-Wei Chen, Chien-Hsiun Hsiao, Yi-Wen Lee, Chien-Yueh Chiang, Li-Mei Yu, Qi-You Hsiao, Chuhsing Kate Chen, Ching-Yu Julius Wu, Pei-Ei Pai, Chien-Hua Chuang, Eric Y. Shen, Chen-Yang |
author_sort | Juang, Jyh-Ming Jimmy |
collection | PubMed |
description | INTRODUCTION: A population-specific genomic reference is important for research and clinical practice, yet it remains unavailable for Han Chinese (HC) in Taiwan. OBJECTIVES: We report the first whole genome sequencing (WGS) database of HC (1000 Taiwanese genome (1KTW-WGS)) and demonstrate several applications to cardiovascular medicine. METHODS: Whole genomes of 997 HC were sequenced to at least 30X depth. A total of 20,117 relatively healthy HC individuals were genotyped using a customized Axiom GWAS array. We performed a genome-wide genotype imputation technique using IMPUTE2. RESULTS: We identified 26.7 million single-nucleotide variants (SNVs) and 4.2 million insertions-deletions. Of the SNVs, 16.1% were novel relative to dbSNP (build 152), and 34.2% were novel relative to gnomAD. A total of 18,450 healthy HC individuals were genotyped using a customized Genome-Wide Association Study (GWAS) array. We identified hypertension-associated variants and developed a hypertension prediction model based on the correlation between the WGS data and GWAS data (combined clinical and genetic models, AUC 0.887), and also identified 3 novel hyperlipidemia-associated variants. Each individual carried an average of 16.42 (SD = 3.72) disease-causing variants. Additionally, we established an online SCN5A (an important cardiac gene) database that can be used to explore racial differences. Finally, pharmacogenetics studies identified HC population-specific SNVs in genes (CYP2C9 and VKORC1) involved in drug metabolism and blood clotting. CONCLUSION: This research demonstrates the benefits of constructing a population-specific genomic reference database for precision medicine. |
format | Online Article Text |
id | pubmed-8132201 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-81322012021-05-21 Rare variants discovery by extensive whole-genome sequencing of the Han Chinese population in Taiwan: Applications to cardiovascular medicine Juang, Jyh-Ming Jimmy Lu, Tzu-Pin Su, Ming-Wei Lin, Chien-Wei Yang, Jenn-Hwai Chu, Hou-Wei Chen, Chien-Hsiun Hsiao, Yi-Wen Lee, Chien-Yueh Chiang, Li-Mei Yu, Qi-You Hsiao, Chuhsing Kate Chen, Ching-Yu Julius Wu, Pei-Ei Pai, Chien-Hua Chuang, Eric Y. Shen, Chen-Yang J Adv Res Medicine INTRODUCTION: A population-specific genomic reference is important for research and clinical practice, yet it remains unavailable for Han Chinese (HC) in Taiwan. OBJECTIVES: We report the first whole genome sequencing (WGS) database of HC (1000 Taiwanese genome (1KTW-WGS)) and demonstrate several applications to cardiovascular medicine. METHODS: Whole genomes of 997 HC were sequenced to at least 30X depth. A total of 20,117 relatively healthy HC individuals were genotyped using a customized Axiom GWAS array. We performed a genome-wide genotype imputation technique using IMPUTE2. RESULTS: We identified 26.7 million single-nucleotide variants (SNVs) and 4.2 million insertions-deletions. Of the SNVs, 16.1% were novel relative to dbSNP (build 152), and 34.2% were novel relative to gnomAD. A total of 18,450 healthy HC individuals were genotyped using a customized Genome-Wide Association Study (GWAS) array. We identified hypertension-associated variants and developed a hypertension prediction model based on the correlation between the WGS data and GWAS data (combined clinical and genetic models, AUC 0.887), and also identified 3 novel hyperlipidemia-associated variants. Each individual carried an average of 16.42 (SD = 3.72) disease-causing variants. Additionally, we established an online SCN5A (an important cardiac gene) database that can be used to explore racial differences. Finally, pharmacogenetics studies identified HC population-specific SNVs in genes (CYP2C9 and VKORC1) involved in drug metabolism and blood clotting. CONCLUSION: This research demonstrates the benefits of constructing a population-specific genomic reference database for precision medicine. Elsevier 2020-12-07 /pmc/articles/PMC8132201/ /pubmed/34026292 http://dx.doi.org/10.1016/j.jare.2020.12.003 Text en © 2020 The Authors. Published by Elsevier B.V. on behalf of Cairo University. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Medicine Juang, Jyh-Ming Jimmy Lu, Tzu-Pin Su, Ming-Wei Lin, Chien-Wei Yang, Jenn-Hwai Chu, Hou-Wei Chen, Chien-Hsiun Hsiao, Yi-Wen Lee, Chien-Yueh Chiang, Li-Mei Yu, Qi-You Hsiao, Chuhsing Kate Chen, Ching-Yu Julius Wu, Pei-Ei Pai, Chien-Hua Chuang, Eric Y. Shen, Chen-Yang Rare variants discovery by extensive whole-genome sequencing of the Han Chinese population in Taiwan: Applications to cardiovascular medicine |
title | Rare variants discovery by extensive whole-genome sequencing of the Han Chinese population in Taiwan: Applications to cardiovascular medicine |
title_full | Rare variants discovery by extensive whole-genome sequencing of the Han Chinese population in Taiwan: Applications to cardiovascular medicine |
title_fullStr | Rare variants discovery by extensive whole-genome sequencing of the Han Chinese population in Taiwan: Applications to cardiovascular medicine |
title_full_unstemmed | Rare variants discovery by extensive whole-genome sequencing of the Han Chinese population in Taiwan: Applications to cardiovascular medicine |
title_short | Rare variants discovery by extensive whole-genome sequencing of the Han Chinese population in Taiwan: Applications to cardiovascular medicine |
title_sort | rare variants discovery by extensive whole-genome sequencing of the han chinese population in taiwan: applications to cardiovascular medicine |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8132201/ https://www.ncbi.nlm.nih.gov/pubmed/34026292 http://dx.doi.org/10.1016/j.jare.2020.12.003 |
work_keys_str_mv | AT juangjyhmingjimmy rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT lutzupin rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT sumingwei rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT linchienwei rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT yangjennhwai rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT chuhouwei rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT chenchienhsiun rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT hsiaoyiwen rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT leechienyueh rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT chianglimei rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT yuqiyou rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT hsiaochuhsingkate rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT chenchingyujulius rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT wupeiei rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT paichienhua rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT chuangericy rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine AT shenchenyang rarevariantsdiscoverybyextensivewholegenomesequencingofthehanchinesepopulationintaiwanapplicationstocardiovascularmedicine |