Association of triglyceride glucose-body mass index with blood pressure variability and morning blood pressure surge in young and middle-aged patients with primary hypertension
- PMID: 41856829
- DOI: 10.1016/j.numecd.2026.104620
Association of triglyceride glucose-body mass index with blood pressure variability and morning blood pressure surge in young and middle-aged patients with primary hypertension
Abstract
Background and aims: Morning blood pressure surge (MBPS) is a significant predictor of adverse cardiovascular events in hypertension. Prior studies have also found an independent association between triglyceride glucose-body mass index (TyG-BMI) and an increased hypertension risk. Therefore, this study aimed to explore the relationship of TyG-BMI with MBPS and blood pressure variability (BPV) in young and middle-aged patients with primary hypertension (PH).
Methods and results: A total of 653 patients with PH, aged 18-65 years, were enrolled in this retrospective cross-sectional study. Patients were divided into low and high TyG-BMI groups by the median. Compared with the low TyG-BMI group, the high TyG-BMI group demonstrated significantly higher coefficient of variation (CV) of mean nocturnal systolic blood pressure (nSBP-CV), CV of mean nocturnal diastolic blood pressure (nDBP-CV), and MBPS (27.50 [18.00, 38.00] mmHg vs. 24.50 [17.00, 34.63] mmHg, P = 0.012). Additionally, the proportion of patients with elevated MBPS (i.e., ≥35 mmHg) in the high TyG-BMI group was slightly higher than that in the low TyG-BMI group; however, this difference was not statistically significant (P = 0.067). TyG-BMI was positively associated with MBPS and BPV (r = 0.087-0.108). Multiple linear regression analysis further showed that TyG-BMI was an independent risk factor for increased dDBP-CV, nSBP-CV, nDBP-CV, and MBPS after covariate adjustment.
Conclusions: TyG-BMI is an independent risk factor for increased dDBP-CV, nSBP-CV, nDBP-CV, and MBPS in young and middle-aged patients with PH.
Keywords: Blood pressure variability; Morning blood pressure surge; Primary hypertension; Triglyceride glucose-body mass index.
Copyright © 2026 The Italian Diabetes Society, the Italian Society for the Study of Atherosclerosis, the Italian Society of Human Nutrition and the Department of Clinical Medicine and Surgery, Federico II University. Published by Elsevier B.V. All rights reserved.
Conflict of interest statement
Declaration of competing interest The authors declare no conflict of interest related to this study.
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