Atherogenic index of plasma and stroke risk across blood pressure strata in Chinese adults

J Jiahao Feng S Suixia Cao X Xiaojuan Fan J Jiaying Li Y Yufei Geng S Suhang Shang J Juan Zhou Z Zuyi Yuan (Department of Cardiovascular Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China.)

Abstract

Abstract This study investigated the association between the atherogenic index of plasma (AIP) and stroke risk across blood pressure (BP) strata, with exploratory assessments of the bidirectional mediating roles of body mass index (BMI) and AIP. We included 8,695 participants from the China Health and Retirement Longitudinal Study (CHARLS, 2011–2020). AIP was calculated as log₁₀(TG/HDL-C). Time-dependent Cox models were used to estimate the hazard ratios (HRs). Restricted cubic spline (RCS) and mediation analyses were performed. Higher AIP was independently associated with increased stroke risk (HR: 1.60, 95% CI 1.22‑2.09).This association was observed in both the high-normal BP (HR: 2.08, 95% CI 1.21‑3.59) and hypertension strata (HR: 1.47, 95% CI 1.03‑2.11), with no significant interaction by BP strata ( P  = 0.660). RCS analysis showed a dose-response relationship between baseline AIP levels and stroke risk across all participants, high-normal BP, and hypertension strata. Exploratory mediation analysis suggested that BMI mediated 20.59% of AIP’s effect on stroke, while AIP mediated 20.52% of BMI’s effect. AIP is an independent risk factor for stroke, with no significant effect modification by BP strata. Exploratory mediation analyses suggest that integrating AIP screening with BMI management could be beneficial for stroke prevention, a finding that requires prospective validation.

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 11, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (8)

J

Jiahao Feng

S

Suixia Cao

X

Xiaojuan Fan

J

Jiaying Li

Y

Yufei Geng

S

Suhang Shang

J

Juan Zhou

Z

Zuyi Yuan

Department of Cardiovascular Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China.