Evidence map›Paper›PMID 39953234›Full record

ArticleHypertension research : official journal of the Japanese Society of Hypertension2025

Assessment of six surrogate insulin resistance indexes for predicting hypertension risk in rural Chinese adults.

Ge Liu, Lu Cao, Hongwei Wen, Mengna Liu, Xinxin He, Mengdi Wang, Yijia Su, Fan Xu, Jingli Kong, Canjie Piao and 5 more

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Article in Hypertension research : official journal of the Japanese Society of Hypertension, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

15 authors.

Ge LiuDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Lu CaoDepartment of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, PR China.
Hongwei WenZhengzhou Shuqing Medical College, Zhengzhou, Henan, PR China.
Mengna LiuDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Xinxin HeDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Mengdi WangDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Yijia SuDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Fan XuDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Jingli KongDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Canjie PiaoDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Aijun XuDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Ming ZhangDepartment of Biostatistics and Epidemiology, School of Public Health, Shenzhen University Medical School, Shenzhen, Guangdong, PR China.
Fulan HuDepartment of Biostatistics and Epidemiology, School of Public Health, Shenzhen University Medical School, Shenzhen, Guangdong, PR China.
Dongsheng HuDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
Yang ZhaoDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China. yzhao20@zzu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Insulin resistance (IR) is a complex abnormality and associated with hypertension. We aimed to assess the associations of six alternate IR measures and risk of hypertension, and to compare the predictive values for hypertension. We assessed 11,223 non-hypertensive Chinese adults enrolled in The Rural Chinese Cohort Study during 2007-2008. Six surrogate IR indexes were new visceral adiposity index (NVAI), Chinese visceral adiposity index (CVAI), weight-adjusted waist index (WWI), lipid accumulation product (LAP), triglyceride glucose (TyG) index, and visceral adiposity index (VAI). The relative risks (RR) and 95% confidence intervals (95% CI) of the six IR indicators and hypertension were estimated by using modified Poisson regression models with three adjusted models. During a median follow-up of 11.1 years, 3373 (30.05%) study participants developed hypertension. The cumulative incidence of hypertension showed an increasing trend with higher levels of all six IR surrogates. Significant associations of all the IR measures with incident hypertension were found in fully adjusted model, and the highest quartile group RRs (95% CIs) for hypertension were, 2.19 (1.88-2.55), 1.60 (1.42-1.81), 1.38 (1.25-1.53), 1.47 (1.31-1.65), 1.18 (1.04-1.34) and 1.25 (1.08-1.44) for NVAI, CVAI, WWI, LAP, TyG index and VAI, respectively, compared with lowest quartile group. Further, NVAI had the maximum predictive power for hypertension among six IR measures with the largest AUC of 0.706 (0.697-0.714). NVAI, CVAI, WWI, LAP, and TyG index were all independently associated with greater risk of incident hypertension, among which NVAI is the most powerful predictor for hypertension in rural Chinese adults. Association of the surrogate insulin resistance indexes with the risk of hypertension.

Indexed as

HypertensionInsulin ResistanceAdiposityAdultAgedChinaCohort StudiesEast Asian PeopleFemaleHumansIntra-Abdominal FatLipid Accumulation ProductMaleMiddle AgedRisk FactorsRural PopulationTriglyceridesCohort studyHypertensionInsulin resistanceNew visceral adiposity index

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.