Evidence mapPaperPMID 42534230Full record

SynthesisReviews in cardiovascular medicine2026

Insulin Resistance Indices and Subclinical Left Ventricular Systolic Dysfunction in Adults: A Systematic Review and Meta-Analysis.

Hao Li, Yuke Ma, Lei Zhao

Abstract readSystematic Review
In one paragraph

Synthesis in Reviews in cardiovascular medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Hao LiDepartment of Cardiology, Affiliated Hospital of Jining Medical University, 272000 Jining, Shandong, China.ORCID https://orcid.org/0009-0005-7853-5712
Yuke MaDepartment of Neurology, The Second Hospital of Jilin University, 130000 Changchun, Jilin, China.ORCID https://orcid.org/0009-0002-5031-4692
Lei ZhaoDepartment of Cardiology, The Second Hospital of Jilin University, 130000 Changchun, Jilin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Insulin resistance (IR) is a key characteristic of cardiometabolic disease and may contribute to subclinical ventricular dysfunction before the development of overt heart failure. Studies have reported heterogeneous results regarding the associations between IR indices and myocardial strain. Thus, this review synthesized the available evidence on the relationships between IR indices and subclinical left ventricular systolic dysfunction in adults. Methods: We systematically searched PubMed, Embase, Web of Science Core Collection, and the Cochrane Library from inception to 1 December 2025 for observational studies involving adults that reported associations between IR indices and speckle-tracking echocardiography-derived strain parameters. Eligible exposures included commonly used IR indices, such as the homeostatic model assessment of insulin resistance (HOMA-IR), the triglyceride-glucose (TyG) index, the metabolic score for insulin resistance (METS-IR), and lipid-based ratios. The primary outcome was global longitudinal strain (|GLS|). Right ventricular strain was summarized narratively because only one study reported this condition. Adjusted odds ratios (ORs) for subclinical LV systolic dysfunction per unit increase in an IR index and mean differences (MDs) in |GLS| between the highest and lowest IR categories were synthesized using random effects models with Hartung-Knapp adjustment. Results: Four studies reporting fully adjusted ORs per unit increase in an IR index showed a consistent positive association with subclinical LV systolic dysfunction. The pooled OR per unit increase in the IR index was 1.36 (95% confidence interval (CI): 1.20 to 1.53; I Conclusions: Higher IR indices were independently associated with lower GLS values, indicating worse subclinical LV systolic function. The association was directionally consistent across IR metrics, but the supportingevidence remains limited, prospective validation and interventional studies are needed. The PROSPERO Registration: CRD420251251563, https://www.crd.york.ac.uk/PROSPERO/view/CRD420251251563.

Indexed as

global longitudinal straininsulin resistancespeckle-tracking echocardiographysubclinical ventricular dysfunctiontriglyceride-glucose index

Identifiers

PMID42534230
PMCPMC13419991

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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 Socratic graph.