Polygenic risk score for blood pressure and lifestyle factors with overall and CVD mortality: a prospective cohort study in a Japanese population

被引:5
作者
Fujii, Ryosuke [1 ,2 ,3 ]
Hishida, Asahi [3 ]
Nakatochi, Masahiro [4 ]
Okumiyama, Hiroshi [1 ]
Takashima, Naoyuki [5 ,6 ]
Tsuboi, Yoshiki [1 ]
Suzuki, Koji [1 ]
Ikezaki, Hiroaki [7 ,8 ]
Shimanoe, Chisato [9 ]
Kato, Yasufumi [3 ]
Tamura, Takashi [3 ]
Ito, Hidemi [10 ,11 ]
Michihata, Nobuaki [12 ]
Tanoue, Shiroh [13 ]
Suzuki, Sadao [14 ]
Kuriki, Kiyonori [15 ]
Kadota, Aya [6 ,16 ]
Watanabe, Takeshi [17 ]
Momozawa, Yukihide [18 ]
Wakai, Kenji [3 ]
Matsuo, Keitaro [10 ,11 ]
Matsuo, Keitaro [10 ,11 ]
机构
[1] Fujita Hlth Univ, Dept Prevent Med Sci, Sch Med Sci, 1-98 Dengakugakubo,Kutsukake Cho, Toyoake, Aichi 4701192, Japan
[2] Eurac Res, Inst Biomed, Via A Volta 21, I-39100 Bolzano, Italy
[3] Nagoya Univ, Dept Prevent Med, Grad Sch Med, 65 Tsurumai Cho,Showa Ku, Nagoya, Aichi 4668550, Japan
[4] Nagoya Univ, Dept Integrated Hlth Sci, Publ Hlth Informat Unit, Grad Sch Med, 1-1-20 Daikominami,Higashi Ku, Nagoya, Aichi 4618673, Japan
[5] Kyoto Prefectural Univ Med, Dept Epidemiol Community Hlth & Med, 465 Kajii Cho,Kamigyo Ku, Kyoto 6028566, Japan
[6] Shiga Univ Med Sci, NCD Epidemiol Res Ctr, Tsukiwacho, Otsu, Shiga 5202192, Japan
[7] Kyushu Univ, Dept Comprehens Gen Internal Med, Fac Med Sci, 3-1-1 Maidashi,Higashi Ku, Fukuoka 8128582, Japan
[8] Kyushu Univ Hosp, Dept Gen Internal Med, 3-1-1 Maidashi,Higashi Ku, Fukuoka 8128582, Japan
[9] Saga Univ Hosp, Dept Pharm, 5-1-1 Nabeshima, Saga 8498501, Japan
[10] Aichi Canc Ctr Res Inst, Div Canc Informat & Control, 1-1 Kanokoden,Chikusa Ku, Nagoya, Aichi 4648681, Japan
[11] Nagoya Univ, Div Descript Canc Epidemiol, Grad Sch Med, 65 Tsurumai Cho,Showa Ku, Nagoya, Aichi 4668550, Japan
[12] Chiba Canc Ctr Res Inst, Canc Prevent Ctr, 666-2 Nitona Cho,Chuo Ku, Chiba 2608717, Japan
[13] Kagoshima Univ, Dept Epidemiol & Prevent Med, Grad Sch Med & Dent Sci, 8-35-1 Sakuragaoka, Kagoshima 8908544, Japan
[14] Nagoya City Univ, Dept Publ Hlth, Grad Sch Med Sci, 1 Kawasumi,Mizuho Cho,Mizuho Ku, Nagoya, Aichi 4678601, Japan
[15] Univ Shizuoka, Sch Food & Nutr Sci, Div Nutr Sci, Lab Publ Hlth, 52-1 Yada,Suruga Ku, Shizuoka 4228526, Japan
[16] Tsuruga Nursing Univ, Fac Nursing Sci, 78-2 Kizaki, Tsuruga, Fukui 9140814, Japan
[17] Tokushima Univ, Dept Prevent Med, Grad Sch Biomed Sci, 3-18-15 Kuramoto Cho, Tokushima 7708503, Japan
[18] RIKEN, Ctr Integrat Med Sci, Lab Genotyping Dev, 1-7-22 Suehiro Cho,Tsurumi Ku, Yokohama, Kanagawa 2300045, Japan
关键词
blood pressure; polygenic risk score; GWAS; cardiovascular disease; cohort study; HYPERTENSION; PREDICTION; METAANALYSIS; DISEASE; HEALTH; INDEX; ONSET;
D O I
10.1038/s41440-024-01766-9
中图分类号
R6 [外科学];
学科分类号
1002 ; 100210 ;
摘要
Although previous polygenic risk score (PRS) studies for cardiovascular disease (CVD) focused on incidence, few studies addressed CVD mortality and quantified risks by environmental exposures in different genetic liability groups. This prospective study aimed to examine the associations of blood pressure PRS with all-cause and CVD mortality and to quantify the attributable risk by modifiable lifestyles across different PRS strata. 9,296 participants in the Japan Multi-Institutional Collaborative Cohort Study without hypertension at baseline were analyzed in this analysis. PRS for systolic blood pressure and diastolic blood pressure (PRSSBP and PRSDBP) were developed using publicly available Biobank Japan GWAS summary statistics. CVD-related mortality was defined by the International Classification of Diseases 10th version (I00-I99). Cox-proportional hazard model was used to examine associations of PRSs and lifestyle variables (smoking, drinking, and dietary sodium intake) with mortality. During a median 12.6-year follow-up period, we observed 273 all-cause and 41 CVD mortality cases. Compared to the middle PRS group (20-80th percentile), adjusted hazard ratios for CVD mortality at the top PRS group (>90th percentile) were 3.67 for PRSSBP and 2.92 for PRSDBP. Attributable risks of CVD mortality by modifiable lifestyles were higher in the high PRS group (>80th percentile) compared with the low PRS group (0-80th percentile). In summary, blood pressure PRS is associated with CVD mortality in the general Japanese population. Our study implies that integrating PRS with lifestyle could contribute to identify target populations for lifestyle intervention even though improvement of discriminatory ability by PRS alone is limited.
引用
收藏
页码:2284 / 2294
页数:11
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