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Genome-wide association analyses identified novel susceptibility loci for pulmonary embolism among Han Chinese population

BACKGROUND: A large proportion of pulmonary embolism (PE) heritability remains unexplained, particularly among the East Asian (EAS) population. Our study aims to expand the genetic architecture of PE and reveal more genetic determinants in Han Chinese. METHODS: We conducted the first genome-wide ass...

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Autores principales: Zhang, Zhu, Li, Haobo, Weng, Haoyi, Zhou, Geyu, Chen, Hong, Yang, Guoru, Zhang, Ping, Zhang, Xiangyan, Ji, Yingqun, Ying, Kejing, Liu, Bo, Xu, Qixia, Tang, Yongjun, Zhu, Guangfa, Liu, Zhihong, Xia, Shuyue, Yang, Xiaohong, Dong, Lixia, Zhu, Ling, Zeng, Mian, Yuan, Yadong, Yang, Yuanhua, Zhang, Nuofu, Xu, Xiaomao, Pang, Wenyi, Zhang, Meng, Zhang, Yu, Zhen, Kaiyuan, Wang, Dingyi, Lei, Jieping, Wu, Sinan, Shu, Shi, Zhang, Yunxia, Zhang, Shuai, Gao, Qian, Huang, Qiang, Deng, Chao, Fu, Xi, Chen, Gang, Duan, Wenxin, Wan, Jun, Xie, Wanmu, Zhang, Peng, Wang, Shengfeng, Yang, Peiran, Zuo, Xianbo, Zhai, Zhenguo, Wang, Chen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10116678/
https://www.ncbi.nlm.nih.gov/pubmed/37076872
http://dx.doi.org/10.1186/s12916-023-02844-4
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author Zhang, Zhu
Li, Haobo
Weng, Haoyi
Zhou, Geyu
Chen, Hong
Yang, Guoru
Zhang, Ping
Zhang, Xiangyan
Ji, Yingqun
Ying, Kejing
Liu, Bo
Xu, Qixia
Tang, Yongjun
Zhu, Guangfa
Liu, Zhihong
Xia, Shuyue
Yang, Xiaohong
Dong, Lixia
Zhu, Ling
Zeng, Mian
Yuan, Yadong
Yang, Yuanhua
Zhang, Nuofu
Xu, Xiaomao
Pang, Wenyi
Zhang, Meng
Zhang, Yu
Zhen, Kaiyuan
Wang, Dingyi
Lei, Jieping
Wu, Sinan
Shu, Shi
Zhang, Yunxia
Zhang, Shuai
Gao, Qian
Huang, Qiang
Deng, Chao
Fu, Xi
Chen, Gang
Duan, Wenxin
Wan, Jun
Xie, Wanmu
Zhang, Peng
Wang, Shengfeng
Yang, Peiran
Zuo, Xianbo
Zhai, Zhenguo
Wang, Chen
author_facet Zhang, Zhu
Li, Haobo
Weng, Haoyi
Zhou, Geyu
Chen, Hong
Yang, Guoru
Zhang, Ping
Zhang, Xiangyan
Ji, Yingqun
Ying, Kejing
Liu, Bo
Xu, Qixia
Tang, Yongjun
Zhu, Guangfa
Liu, Zhihong
Xia, Shuyue
Yang, Xiaohong
Dong, Lixia
Zhu, Ling
Zeng, Mian
Yuan, Yadong
Yang, Yuanhua
Zhang, Nuofu
Xu, Xiaomao
Pang, Wenyi
Zhang, Meng
Zhang, Yu
Zhen, Kaiyuan
Wang, Dingyi
Lei, Jieping
Wu, Sinan
Shu, Shi
Zhang, Yunxia
Zhang, Shuai
Gao, Qian
Huang, Qiang
Deng, Chao
Fu, Xi
Chen, Gang
Duan, Wenxin
Wan, Jun
Xie, Wanmu
Zhang, Peng
Wang, Shengfeng
Yang, Peiran
Zuo, Xianbo
Zhai, Zhenguo
Wang, Chen
author_sort Zhang, Zhu
collection PubMed
description BACKGROUND: A large proportion of pulmonary embolism (PE) heritability remains unexplained, particularly among the East Asian (EAS) population. Our study aims to expand the genetic architecture of PE and reveal more genetic determinants in Han Chinese. METHODS: We conducted the first genome-wide association study (GWAS) of PE in Han Chinese, then performed the GWAS meta-analysis based on the discovery and replication stages. To validate the effect of the risk allele, qPCR and Western blotting experiments were used to investigate possible changes in gene expression. Mendelian randomization (MR) analysis was employed to implicate pathogenic mechanisms, and a polygenic risk score (PRS) for PE risk prediction was generated. RESULTS: After meta-analysis of the discovery dataset (622 cases, 8853 controls) and replication dataset (646 cases, 8810 controls), GWAS identified 3 independent loci associated with PE, including the reported loci FGG rs2066865 (p-value = 3.81 × 10(−14)), ABO rs582094 (p-value = 1.16 × 10(−10)) and newly reported locus FABP2 rs1799883 (p-value = 7.59 × 10(−17)). Previously reported 10 variants were successfully replicated in our cohort. Functional experiments confirmed that FABP2-A163G(rs1799883) promoted the transcription and protein expression of FABP2. Meanwhile, MR analysis revealed that high LDL-C and TC levels were associated with an increased risk of PE. Individuals with the top 10% of PRS had over a fivefold increased risk for PE compared to the general population. CONCLUSIONS: We identified FABP2, related to the transport of long-chain fatty acids, contributing to the risk of PE and provided more evidence for the essential role of metabolic pathways in PE development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-02844-4.
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spelling pubmed-101166782023-04-21 Genome-wide association analyses identified novel susceptibility loci for pulmonary embolism among Han Chinese population Zhang, Zhu Li, Haobo Weng, Haoyi Zhou, Geyu Chen, Hong Yang, Guoru Zhang, Ping Zhang, Xiangyan Ji, Yingqun Ying, Kejing Liu, Bo Xu, Qixia Tang, Yongjun Zhu, Guangfa Liu, Zhihong Xia, Shuyue Yang, Xiaohong Dong, Lixia Zhu, Ling Zeng, Mian Yuan, Yadong Yang, Yuanhua Zhang, Nuofu Xu, Xiaomao Pang, Wenyi Zhang, Meng Zhang, Yu Zhen, Kaiyuan Wang, Dingyi Lei, Jieping Wu, Sinan Shu, Shi Zhang, Yunxia Zhang, Shuai Gao, Qian Huang, Qiang Deng, Chao Fu, Xi Chen, Gang Duan, Wenxin Wan, Jun Xie, Wanmu Zhang, Peng Wang, Shengfeng Yang, Peiran Zuo, Xianbo Zhai, Zhenguo Wang, Chen BMC Med Research Article BACKGROUND: A large proportion of pulmonary embolism (PE) heritability remains unexplained, particularly among the East Asian (EAS) population. Our study aims to expand the genetic architecture of PE and reveal more genetic determinants in Han Chinese. METHODS: We conducted the first genome-wide association study (GWAS) of PE in Han Chinese, then performed the GWAS meta-analysis based on the discovery and replication stages. To validate the effect of the risk allele, qPCR and Western blotting experiments were used to investigate possible changes in gene expression. Mendelian randomization (MR) analysis was employed to implicate pathogenic mechanisms, and a polygenic risk score (PRS) for PE risk prediction was generated. RESULTS: After meta-analysis of the discovery dataset (622 cases, 8853 controls) and replication dataset (646 cases, 8810 controls), GWAS identified 3 independent loci associated with PE, including the reported loci FGG rs2066865 (p-value = 3.81 × 10(−14)), ABO rs582094 (p-value = 1.16 × 10(−10)) and newly reported locus FABP2 rs1799883 (p-value = 7.59 × 10(−17)). Previously reported 10 variants were successfully replicated in our cohort. Functional experiments confirmed that FABP2-A163G(rs1799883) promoted the transcription and protein expression of FABP2. Meanwhile, MR analysis revealed that high LDL-C and TC levels were associated with an increased risk of PE. Individuals with the top 10% of PRS had over a fivefold increased risk for PE compared to the general population. CONCLUSIONS: We identified FABP2, related to the transport of long-chain fatty acids, contributing to the risk of PE and provided more evidence for the essential role of metabolic pathways in PE development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-02844-4. BioMed Central 2023-04-19 /pmc/articles/PMC10116678/ /pubmed/37076872 http://dx.doi.org/10.1186/s12916-023-02844-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Zhang, Zhu
Li, Haobo
Weng, Haoyi
Zhou, Geyu
Chen, Hong
Yang, Guoru
Zhang, Ping
Zhang, Xiangyan
Ji, Yingqun
Ying, Kejing
Liu, Bo
Xu, Qixia
Tang, Yongjun
Zhu, Guangfa
Liu, Zhihong
Xia, Shuyue
Yang, Xiaohong
Dong, Lixia
Zhu, Ling
Zeng, Mian
Yuan, Yadong
Yang, Yuanhua
Zhang, Nuofu
Xu, Xiaomao
Pang, Wenyi
Zhang, Meng
Zhang, Yu
Zhen, Kaiyuan
Wang, Dingyi
Lei, Jieping
Wu, Sinan
Shu, Shi
Zhang, Yunxia
Zhang, Shuai
Gao, Qian
Huang, Qiang
Deng, Chao
Fu, Xi
Chen, Gang
Duan, Wenxin
Wan, Jun
Xie, Wanmu
Zhang, Peng
Wang, Shengfeng
Yang, Peiran
Zuo, Xianbo
Zhai, Zhenguo
Wang, Chen
Genome-wide association analyses identified novel susceptibility loci for pulmonary embolism among Han Chinese population
title Genome-wide association analyses identified novel susceptibility loci for pulmonary embolism among Han Chinese population
title_full Genome-wide association analyses identified novel susceptibility loci for pulmonary embolism among Han Chinese population
title_fullStr Genome-wide association analyses identified novel susceptibility loci for pulmonary embolism among Han Chinese population
title_full_unstemmed Genome-wide association analyses identified novel susceptibility loci for pulmonary embolism among Han Chinese population
title_short Genome-wide association analyses identified novel susceptibility loci for pulmonary embolism among Han Chinese population
title_sort genome-wide association analyses identified novel susceptibility loci for pulmonary embolism among han chinese population
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10116678/
https://www.ncbi.nlm.nih.gov/pubmed/37076872
http://dx.doi.org/10.1186/s12916-023-02844-4
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