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February 9, 2026Frontiers in Endocrinology0 citationsOpen Access

The metabolic score for visceral fat and risk of peripheral arterial disease in hypertension patients: a prospective cohort study

SLShiping LiQXQian XieMWMeihui Wu

Key Result

Each 1-unit increase in METS-VF was associated with a 21.0% higher risk of incident peripheral arterial disease in Chinese hypertensive adults (HR 1.21, 95% CI 1.07-1.37).

Key Points

  • This research examines the link between the Metabolic Score for Visceral Fat (METS-VF) and peripheral artery disease (PAD) in hypertensive individuals.
  • Conducted a prospective study with 6,452 Chinese patients with hypertension.
  • Evaluated the relationship between METS-VF and PAD using Cox proportional hazards regression analysis.
  • Applied restricted cubic splines to analyze the association during a median follow-up of 3.9 years.
  • Identified 266 events of PAD during follow-up.
  • Each 1-unit increase in METS-VF raised PAD risk by 21.0%.
  • For METS-VF below 8.63, each unit increase was linked to a 69.0% higher risk of PAD.
  • No significant association was found for METS-VF at or above 8.63.
  • Stronger association observed in non-smokers.

Study Design

Type

Cohort (n=6,452)

Multicenter

Yes

Structured PICO

Does a higher Metabolic Score for Visceral Fat (METS-VF) increase the risk of incident peripheral arterial disease in hypertensive patients?

P
Population
6,452 Chinese adults with hypertension (SBP ≥ 140 mmHg, DBP ≥ 90 mmHg, or on antihypertensive medication), mean age 63.20 ± 8.38 years, 45.51% male. Excluded: pre-existing PAD at baseline, missing data.
I
Intervention
Higher Metabolic Score for Visceral Fat (METS-VF) evaluated as a continuous variable and in tertiles
C
Comparator
Lower Metabolic Score for Visceral Fat (METS-VF) levels
O
Outcome
Incident peripheral arterial disease (PAD), defined as an ankle-brachial index (ABI) ≤ 0.9 in either leg, at median 3.9 years follow-uphard clinical

The Metabolic Score for Visceral Fat (METS-VF) is positively associated with an increased risk of incident peripheral arterial disease in Chinese hypertensive adults, demonstrating a threshold effect at a score of 8.63.

Main Result

Effect estimate: HR 1.21 per 1-unit increase in METS-VF (95% CI 1.07-1.37)

Absolute Event Rate: 4.12% vs 4.07%

p-value: p=0.002

Limitations

  • Potential residual confounding despite multivariable adjustment
  • Cohort limited to rural hypertensive population in Southern China, limiting generalizability
  • potential influence of unmeasured or residual confounding cannot be entirely ruled out
  • participants were recruited exclusively from a rural hypertensive population in Southern China, which may limit the generalizability of our findings to other populations

Abstract

Background The Metabolic Score for Visceral Fat (METS - VF), a novel metric for evaluating visceral adipose tissue, has been demonstrated to exhibit a significant correlation with an elevated cardiovascular risk. Nevertheless, its relationship with peripheral artery disease (PAD) remains ambiguous. Consequently, the present study aimed to explore the association between METS-VF and PAD. Methods and results This prospective study was based on a Chinese H-type hypertension cohort, comprising 6,452 patients. The association between METS-VF and PAD was evaluated using the Cox proportional hazards regression analysis and the method of restricted cubic splines (RCS). During an median follow-up time of 3.9 years, 266 PAD events occurred. The mean age of all participants was 63.20 ± 8.38 years. In the fully adjusted model, each 1-unit increase of METS-VF raised the risk of PAD by 21.0% (HR = 1.21, 95%CI: 1.07, 1.37). There was a saturation effect of METS-VF with an inflection point of 8.63 on PAD. For METS-VF 8.63, each unit increase was associated with a 69.0% higher risk of PAD (HR=1.69, 95%CI: 1.32–2.16), while for METS-VF ≥8.63, there was no significant association between them (HR=0.93, 95%CI: 0.73–1.19) (P for log-likelihood ratio test= 0.002). Subgroup analysis further showed a significant interaction between METS-VF and current smoking status (P for interaction0.05), with a stronger association observed in non-smokers. Conclusion METS-VF exhibited a saturation effect on PAD in hypertensive adults in China. Increased METS-VF was positively associated with a higher risk of PAD among hypertensive adults with METS-VF 8.63, and this association was more pronounced in non-smokers.

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Cite This Study

Li et al. (2026) conducted a cohort in Chinese hypertensive adults without baseline peripheral arterial disease (n=6,452). Metabolic Score for Visceral Fat (METS-VF) vs. Lower METS-VF (reference tertile) was evaluated on Incident peripheral arterial disease defined by ankle-brachial index ≤ 0.9 (HR 1.21 per 1-unit increase in METS-VF, 95% CI 1.07-1.37, p=0.002). Each 1-unit increase in METS-VF was associated with a 21.0% higher risk of incident peripheral arterial disease in Chinese hypertensive adults (HR 1.21, 95% CI 1.07-1.37).

synapsesocial.com/papers/698978dff0ec2af6756e7285https://doi.org/10.3389/fendo.2026.1764481
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