Trends in Hyperinsulinemia and Insulin Resistance Among Nondiabetic US Adults, NHANES, 1999-2018.

Chuyue Wu, Yixun Ke, Roch A Nianogo

Abstract read

In one paragraph

Article in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it

0cells of the map it votes in

5citing papers in PubMed, 1 pooled it

–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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

Global prevalence of insulin resistance in the adult population: a systematic review and meta-analysis.Frontiers in endocrinology · 2025
Pooled it
Insulin resistance with associated hyperinsulinemia as a risk factor for the development and worsening of HFpEF.Frontiers in cardiovascular medicine · 2026
Review
Positive association between the triglyceride-glucose index and lumbar bone mineral density in US postmenopausal women: A cross-sectional study from NHANES 2005 to 2018.Medicine · 2025
Article
Lipid Subclasses Differentiate Insulin Resistance by Triglyceride-Glucose Index.Metabolites · 2025
Article
Integration of Immunometabolic Composite Indices and Machine Learning for Diabetic Retinopathy Risk Stratification: Insights from NHANES 2011 - 2020.Ophthalmology science
Article

4 · The record

Corrections and comments

Update of
Trends in hyperinsulinemia and insulin resistance among nondiabetic US adults, NHANES, 1999-2018.2024

5 · Who and what money

Authors and funding

3 authors.

Chuyue WuDepartment of Epidemiology, Fielding School of Public Health, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA.ORCID 0009-0001-6322-1260

Yixun KeDepartment of Epidemiology, Fielding School of Public Health, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA.

Roch A NianogoDepartment of Epidemiology, Fielding School of Public Health, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA.

Funding

The SMART-CV Study: Systems Modeling Approaches to Reducing Disparities in Cardiovascular DiseasesK01MD014163 · NIMHD · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI NIANOGO, ROCH · 2020 to 2024

$671k

NIMHD NIH HHS 1K01MD014163-01A1NIMHD NIH HHS K01 MD014163

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

diabeteshyperinsulinemiainsulin resistancemetabolic disordersNHANESsociodemographic disparitiestemporal trend

Identifiers

PMID40364246

DOI10.3390/jcm14093215

PMCPMC12072812

What OpenQuestion holds

Textmetadata

LicenceCC BY

Read underepoch 390

Registered trials

None linked

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.