Evidence map›Paper›PMID 42494091›Full record

ArticleJournal of diabetes research2026

Prehypertension, Hypertension, and Their Association With Weight-Adjusted Waist Index in Normoglycemic Japanese Adults: A Cross-Sectional Study.

Jing Fan, Lu Wang, Fawang Li, Shengfei Ruan, Yue Tian, Qing Wang, Zhen Wang

Abstract read
In one paragraph

Article in Journal of diabetes research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Jing FanDepartment of Laboratory Medicine, Qilu Hospital of Shandong University Dezhou Hospital, Dezhou, Shandong, China.ORCID https://orcid.org/0009-0001-3238-2125
Lu WangDepartment of Laboratory Medicine, Dezhou Second People's Hospital, Dezhou, Shandong, China.ORCID https://orcid.org/0009-0000-7657-9555
Fawang LiDepartment of Laboratory Medicine, Qilu Hospital of Shandong University Dezhou Hospital, Dezhou, Shandong, China.ORCID https://orcid.org/0009-0007-9920-3201
Shengfei RuanDepartment of Cardiovascular Medicine, Qilu Hospital of Shandong University Dezhou Hospital, Dezhou, Shandong, China.ORCID https://orcid.org/0009-0004-9954-598X
Yue TianDepartment of Laboratory Medicine, Qilu Hospital of Shandong University Dezhou Hospital, Dezhou, Shandong, China.ORCID https://orcid.org/0009-0006-4738-3311
Qing WangDepartment of Laboratory Medicine, Qilu Hospital of Shandong University Dezhou Hospital, Dezhou, Shandong, China.ORCID https://orcid.org/0009-0002-9357-3475
Zhen WangDepartment of Laboratory Medicine, Qilu Hospital of Shandong University Dezhou Hospital, Dezhou, Shandong, China.ORCID https://orcid.org/0009-0008-5746-7513

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveObesity, impaired glucose tolerance, and diabetes significantly increase hypertension risk. Previous studies across various populations have linked the weight-adjusted waist index (WWI)-a key indicator for assessing obesity-to hypertension. However, this relationship remains unclear specifically in non-diabetic populations, particularly normoglycemic individuals. Focusing on normoglycemic Japanese adults, the present study explored the correlation of WWI with prehypertension or hypertension.

methodsData sourced from the program for medical screening at Murakami Memorial Hospital (Japan) were subjected to secondary analysis, which included 15,464 participants. To quantify the relationship of the WWI with prehypertension (pre-HTN) or hypertension (HTN), multivariable logistic regression analyses were applied. Restricted cubic spline (RCS) models were further applied to evaluate the dose-response relationship of WWI with the two outcomes. Subgroup analyses were also conducted.

resultsAmong 15,453 normoglycemic Japanese adults, the mean WWI increased progressively across blood pressure categories (normal < prehypertension < hypertension). Following adjustment for key confounding variables, WWI was independently correlated with prehypertension (OR = 1.50, 95% CI: 1.39-1.61, p < 0.001) and hypertension (OR = 1.74, 95% CI: 1.51-2.00, p < 0.001). Curve Fitting confirmed a linear, monotonic positive correlation of WWI with both outcomes (all p values for non-linearity tests > 0.05). Subgroup analyses revealed a stronger association between WWI and prehypertension in females, individuals without fatty liver disease, and current smokers.

conclusionsOur study demonstrated a positive linear correlation of WWI with both prehypertension and hypertension risk in normoglycemic Japanese individuals.

Indexed as

Body WeightHypertensionPrehypertensionWaist CircumferenceAdultAgedBlood GlucoseBlood PressureCross-Sectional StudiesEast Asian PeopleFemaleHumansJapanMaleMiddle AgedObesityBlood Glucosehypertensionnormoglycemiaobesityprehypertensionweight-adjusted waist index (WWI)

Identifiers

PMID42494091
PMCPMC13396699

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Registered trials

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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.