Population attributable fraction of modifiable risk factors for incident hypertension: an analysis of large-scale epidemiological cohort

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Authors: Masachika Nishikawa, Yuta Suzuki, Hidehiro Kaneko, Akira Okada, Norifumi Takeda, Hiroyuki Morita, Katsuhito Fujiu, Tatsuhiko Azegami, Kaori Hayashi, Kaori Kitaoka, Katsuyuki Miura, A Mizuno
+7 more A Nomura, Kazuomi Kario, Koichi Node, Hideo Yasunaga, Masaomi Nangaku, Hisatomi Arima, Norihiko Takeda
Cited by: 3
References: 29

Abstract

Identifying and prioritizing modifiable risk factors is crucial for the primary prevention of hypertension. However, large-scale data on the population attributable fraction (PAF) for a comprehensive range of modifiable risk factors for incident hypertension in the Japanese population have been scarce. This study analyzed 1,069,948 participants (median age 56, 43.7% men) without a history of hypertension from the DeSC database. Using Cox proportional hazards models, we evaluated the association between modifiable risk factors (obesity, diabetes mellitus, dyslipidemia, smoking, habitual alcohol consumption, physical inactivity, and sleep disorders) and incident hypertension to calculate their PAFs. Over a median follow-up of 3.64 years, 116,690 new hypertension diagnoses were recorded. Obesity had the highest PAF at 6.36%, followed by sleep disorder (4.11%), current smoking (3.39%), dyslipidemia (2.74%), habitual alcohol consumption (2.10%), physical inactivity (1.93%), and diabetes mellitus (1.55%). The PAF of obesity for incident hypertension decreased with age, from 15.10% among individuals aged

Fields of Study & Subjects

Blood Pressure and Hypertension Studies Diabetes Cardiovascular Risks and Lipoproteins Health Promotion and Cardiovascular Prevention

Publication details

Journal / source
Hypertension Research
Publisher
Springer Science and Business Media LLC
Volume
49
Issue
5
Pages
1726–1735
Publication date
4 March 2026
Language
EN