TY - JOUR
T1 - Integration of polygenic risk score with measured blood pressure reveals hidden risks of cardiovascular disease mortality
T2 - A Japanese prospective cohort study
AU - J-MICC Study Group
AU - Okumiyama, Hiroshi
AU - Fujii, Ryosuke
AU - Nagayoshi, Mako
AU - Nakatochi, Masahiro
AU - Tsuboi, Yoshiki
AU - Suzuki, Koji
AU - Ikezaki, Hiroaki
AU - Furukawa, Takuma
AU - Okada, Rieko
AU - Tanoue, Shiroh
AU - Suzuki, Sadao
AU - Koyama, Teruhide
AU - Kuriki, Kiyonori
AU - Takashima, Naoyuki
AU - Watanabe, Takeshi
AU - Hishida, Asahi
AU - Momozawa, Yukihide
AU - Sakurai, Mika Yageta
AU - Shimizu, Atsushi
AU - Wakai, Kenji
AU - Matsuo, Keitaro
AU - Koriyama, Chihaya
AU - Tanaka, Keitaro
AU - Ikezaki, Akihiro
AU - Miura, Katsuyuki
AU - Kita, Yoshikuni
AU - Ito, Hidemi
AU - Narimatsu, Hiroto
AU - Michihata, Nobuaki
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to The Japanese Society of Hypertension 2025.
PY - 2026/3
Y1 - 2026/3
N2 - Although previous studies reported that BP PRS is associated with CVD, it is less explored whether BP PRS and BP are jointly associated with CVD, especially among non-European populations. Therefore, we examined joint associations of BP control and BP polygenic risk score (PRS) with CVD mortality in a Japanese population. Data were obtained from the Japan Multi-Institutional Collaborative Cohort (J-MICC) Study, the multi-centered cohort study with 14 study areas throughout Japan. Of which, we analyzed ~35,000 Japanese individuals (Mean age: 55 years old, Men: 44%) with measured BP data (11,242 and 23,904 participants in subgroup #1 and #2). We developed PRS for systolic blood pressure (SBP) and diastolic blood pressure (DBP) in each subgroup. Participants were followed up from the baseline survey (2005–2014) to the end of 2020. Not elevated BP was defined as SBP ≤ 140 mmHg or DBP ≤ 90 mmHg regardless of antihypertensive medications. During the follow-up period, a total of 381 CVD deaths were observed. Compared with not elevated BP, HRs (95% CI) of CVD mortality were 1.98 (1.37–2.88) for elevated SBP and 2.41 (1.66–3.49) for elevated DBP. Compared to not elevated BP in the lowest PRS tertile, HRs (95% CI) of CVD mortality in the highest PRS tertile were 2.28 (1.17–4.43) for SBP and 3.08 (1.61–5.91) for DBP even though BP was not elevated. These associations in the subgroup #1 were replicated in the subgroup #2. Our findings highlighted the importance of BP PRS to detect a hidden CVD risk strata in addition to laboratory BP measurements. (Figure presented.)
AB - Although previous studies reported that BP PRS is associated with CVD, it is less explored whether BP PRS and BP are jointly associated with CVD, especially among non-European populations. Therefore, we examined joint associations of BP control and BP polygenic risk score (PRS) with CVD mortality in a Japanese population. Data were obtained from the Japan Multi-Institutional Collaborative Cohort (J-MICC) Study, the multi-centered cohort study with 14 study areas throughout Japan. Of which, we analyzed ~35,000 Japanese individuals (Mean age: 55 years old, Men: 44%) with measured BP data (11,242 and 23,904 participants in subgroup #1 and #2). We developed PRS for systolic blood pressure (SBP) and diastolic blood pressure (DBP) in each subgroup. Participants were followed up from the baseline survey (2005–2014) to the end of 2020. Not elevated BP was defined as SBP ≤ 140 mmHg or DBP ≤ 90 mmHg regardless of antihypertensive medications. During the follow-up period, a total of 381 CVD deaths were observed. Compared with not elevated BP, HRs (95% CI) of CVD mortality were 1.98 (1.37–2.88) for elevated SBP and 2.41 (1.66–3.49) for elevated DBP. Compared to not elevated BP in the lowest PRS tertile, HRs (95% CI) of CVD mortality in the highest PRS tertile were 2.28 (1.17–4.43) for SBP and 3.08 (1.61–5.91) for DBP even though BP was not elevated. These associations in the subgroup #1 were replicated in the subgroup #2. Our findings highlighted the importance of BP PRS to detect a hidden CVD risk strata in addition to laboratory BP measurements. (Figure presented.)
KW - Blood pressure
KW - Cardiovascular disease
KW - Hypertension
KW - Implemental hypertension
KW - Polygenic risk score
UR - https://www.scopus.com/pages/publications/105027757353
UR - https://www.scopus.com/pages/publications/105027757353#tab=citedBy
U2 - 10.1038/s41440-025-02486-4
DO - 10.1038/s41440-025-02486-4
M3 - Article
C2 - 41444827
AN - SCOPUS:105027757353
SN - 0916-9636
VL - 49
SP - 585
EP - 595
JO - Hypertension Research
JF - Hypertension Research
IS - 3
ER -