{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"submitter":["Yang R"],"funding":["national key research and development project","British Heart Foundation","Cancer Research UK","Medical Research Council","Wellcome Trust"],"pagination":["259"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC8532287"],"repository":["biostudies-literature"],"omics_type":["Unknown"],"volume":["19(1)"],"pubmed_abstract":["<h4>Background</h4>Both genetic and cardiovascular factors contribute to the risk of developing heart failure (HF), but whether idea cardiovascular health metrics (ICVHMs) offset the genetic association with incident HF remains unclear.<h4>Objectives</h4>To investigate the genetic association with incident HF as well as the modification effect of ICVHMs on such genetic association in Chinese and British populations.<h4>Methods</h4>An ICVHMs based on smoking, drinking, physical activity, diets, body mass index, waist circumference, blood pressure, blood glucose, and blood lipids, and a polygenic risk score (PRS) for HF were constructed in the China Kadoorie Biobank (CKB) of 96,014 participants and UK Biobank (UKB) of 335,782 participants which were free from HF and severe chronic diseases a"],"journal":["BMC medicine"],"pubmed_title":["Modification effect of ideal cardiovascular health metrics on genetic association with incident heart failure in the China Kadoorie Biobank and the UK Biobank."],"pmcid":["PMC8532287"],"funding_grant_id":["MC_PC_17228","MC_UU_12026/2","MC_U137686851","MC_PC_14135","29186","CH/1996001/9454","212946/Z/18/Z","2020YFC2003401","MC_QA137853","16896","MC_UU_00017/1","MC_PC_13049"],"pubmed_authors":["Zhang D","Guo Z","Hu Y","Guo Y","Zhang J","Wright N","Zhang H","Hu X","Zhang N","Su J","Zhang L","Zhang S","Walters R","Ryder P","Kerosi R","Sansome S","Jin J","Tang Z","Zeng M","He H","Xu Q","Turnbull I","He P","Hu C","He T","Lin K","Xu X","Feng S","Hu R","Lan J","Ren X","Yu M","Tang A","Millwood IY","Fu Z","Han X","Fu Y","Qin Y","Pang Z","Fan L","Cheng L","Zhou G","Wei L","Zhou J","Kurmi O","Zhou L","Kong L","Chang L","Zang Y","China Kadoorie Biobank Collaborative Group","Kartsonaki C","Zhou W","Zhou Y","Chang Y","Zhou X","Lv J","Meng F","Huang T","Lewington S","Qian Y","Yu B","Huang Y","Yu C","Tian X","Lv S","Millwood I","Meng J","Wu M","Du R","Lu Y","Wang C","Wang D","Clarke R","Huang N","Schmidt D","Wang H","Lancaster G","Wang NCP","Wang J","Wang L","Ge P","Wu H","Qiu Z","Gilbert S","Chen Z","Sun Q","Wang S","Xie K","Wang T","Wu S","Hill M","Chen Y","Wang X","Chen X","Sun H","Gu Q","Dong C","Wu X","Li H","Chen N","Yang J","Li J","Yang L","Chen J","Kang Q","Radhakrishnan J","Li F","Chen L","Walters RG","McDonnell J","Zhong X","Sherliker P","Sohoni R","Sun X","Weng M","Li L","Chen B","Li M","Yang X","Gao R","Li X","Pei P","Li Y","Li S","Gao Y","Du H","Yang R","Iona A","Liu H","Liu J","Ma L","Long H","Jiang G","Jiang Q","Mao E","Peto R","Avery D","Hou W","Liu Y","Zhai Y","Hacker A","Holmes M","Bennett D","Collins R","Nie Q","Luo G","Ning F","Pan D","Stevens B","Zhang Y","Zhang X","Boxall R","Tao R","Pan R","Hou C","Liu C","Yin L","Liu F"],"additional_accession":[]},"is_claimable":false,"name":"Modification effect of ideal cardiovascular health metrics on genetic association with incident heart failure in the China Kadoorie Biobank and the UK Biobank.","description":"<h4>Background</h4>Both genetic and cardiovascular factors contribute to the risk of developing heart failure (HF), but whether idea cardiovascular health metrics (ICVHMs) offset the genetic association with incident HF remains unclear.<h4>Objectives</h4>To investigate the genetic association with incident HF as well as the modification effect of ICVHMs on such genetic association in Chinese and British populations.<h4>Methods</h4>An ICVHMs based on smoking, drinking, physical activity, diets, body mass index, waist circumference, blood pressure, blood glucose, and blood lipids, and a polygenic risk score (PRS) for HF were constructed in the China Kadoorie Biobank (CKB) of 96,014 participants and UK Biobank (UKB) of 335,782 participants which were free from HF and severe chronic diseases a","dates":{"release":"2021-01-01T00:00:00Z","publication":"2021 Oct","modification":"2026-05-07T22:20:28.231Z","creation":"2025-02-19T03:53:22.489Z"},"accession":"S-EPMC8532287","cross_references":{"pubmed":["34674714"],"doi":["10.1186/s12916-021-02122-1"]}}