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

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 <40 years to 7.93% among those aged 40-64 years and 3.70% among those aged ≥65 years. Similarly, obesity's PAF was higher in men (7.93%) than in women (5.02%). The total PAF for all evaluated modifiable risk factors showed a more pronounced contribution among younger adults and men. In conclusion, this research reveals that obesity is the largest modifiable contributor to incident hypertension in the Japanese population. Furthermore, the impact of modifiable risk factors for hypertension is more significant in younger adults and men. These findings offer valuable insights for developing effective public health policies aimed at preventing hypertension.

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Publication Details

Journal
Hypertension Research
Published
2026-03-04
DOI
https://doi.org/10.1038/s41440-026-02570-3
Primary Topic
Blood Pressure and Hypertension Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

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

Kaori Hayashi, Kaori Kitaoka, A Mizuno, A Nomura et al.
Hypertension Research
Blood Pressure and Hypertension Studies
article

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

Kaori Hayashi, Kaori Kitaoka, A Mizuno, A Nomura, Yuta Suzuki, Norifumi Takeda, Norihiko Takeda, Akira Okada, Hiroyuki Morita, Masachika Nishikawa, Hideo Yasunaga, Katsuhito Fujiu, Katsuyuki Miura, Koichi Node, Kazuomi Kario, Tatsuhiko Azegami, Hidehiro Kaneko, Hisatomi Arima
article en

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 <40 years to 7.93% among those aged 40-64 years and 3.70% among those aged ≥65 years. Similarly, obesity's PAF was higher in men (7.93%) than in women (5.02%). The total PAF for all evaluated modifiable risk factors showed a more pronounced contribution among younger adults and men. In conclusion, this research reveals that obesity is the largest modifiable contributor to incident hypertension in the Japanese population. Furthermore, the impact of modifiable risk factors for hypertension is more significant in younger adults and men. These findings offer valuable insights for developing effective public health policies aimed at preventing hypertension.

Hypertension Research
Kanazawa University (JP), Jichi Medical University (JP), Shiga University of Medical Science (JP), Saga University (JP), Keio University (JP), Fukuoka University (JP), St. Luke's International Hospital (JP), National Institute of Public Health (JP), University of Tokyo Health Sciences (JP), The University of Tokyo (JP)
Ministry of Health, Labour and Welfare, University of Tokyo
Good health and well-being
Openalex Percentile: Top 40%
Blood Pressure and Hypertension Studies
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