Evidence map›Paper›PMID 40586983›Full record

ArticleClinical and experimental medicine2025

Integrative regression modeling of insulin sensitivity, resistance, and beta-cell dysfunction in predicting female infertility: a cross-sectional NHANES study.

Seyed Sobhan Bahreiny, Mohammad Ali Khaksar, Negin Karamali, Mohammad Reza Dabbagh, Akbar Hoseinnejad, Reza Mohammadpour Fard, Zahra Sadat Bahreiny, Mojtaba Aghaei, Tannaz Sakhavarz, Mehdi Zahedian

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Article in Clinical and experimental medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

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0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

6 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Seyed Sobhan BahreinyDepartment of Physiology, Faculty of Medicine, Tehran University of Medical Sciences, Poorsina Ave, Tehran, Iran. bahreiny-s@razi.tums.ac.ir.ORCID http://orcid.org/0000-0003-2148-1205
Mohammad Ali KhaksarStudent Research Committee, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
Negin KaramaliDepartment of Immunology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
Mohammad Reza DabbaghStudent Research Committee, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
Akbar HoseinnejadStudent Research Committee, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
Reza Mohammadpour FardStudent Research Committee, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
Zahra Sadat BahreinyStudent Research Committee, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
Mojtaba AghaeiStudent Research Committee, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
Tannaz SakhavarzInstitute of Biochemistry and Biophysics (IBB), University of Tehran, Tehran, Iran.
Mehdi ZahedianStudent Research Committee, Iran University of Medical Sciences, Tehran, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Insulin sensitivity, resistance, and pancreatic beta-cell function play key roles in metabolic and reproductive health. Despite the known role of glucose-insulin homeostasis in female reproductive health, the association and regression modeling of estimated glucose disposal rate (eGDR), homeostatic model assessment of insulin resistance (HOMA-IR), beta-cell function (HOMA-β), and insulin disposition index (Insulin-DI) with female infertility remain unclear. This cross-sectional study aimed to assess the associations between insulin-related indices and female infertility. This study examined data from 2832 women aged 18-45 years who participated in the National Health and Nutrition Examination Survey (NHANES) 2017-2023 cycles. To evaluate the associations between four insulin-related indices and infertility, multivariable logistic regression, generalized additive models, and threshold effect analyses were applied, while controlling for relevant sociodemographic, lifestyle, and metabolic confounders. Furthermore, integrated meta-analysis across models, distributional analysis, subgroup and interaction analyses were conducted to explore potential effect modifications. eGDR showed a strong inverse association with infertility across all models (OR range: 0.636-0.85, p < 0.001), with a significant nonlinear pattern (p = 0.003) and a threshold at 4.59. HOMA-IR was positively associated in unadjusted models (OR = 1.147, p < 0.001) but lost significance after full adjustment. HOMA-β showed a weak positive association (OR = 1.003, p = 0.0227), while Insulin-DI was inversely related to infertility only in unadjusted models. Subgroup analyses revealed significant effect modifications by BMI and age, especially for eGDR and HOMA-IR. Reduced insulin sensitivity, as indicated by lower eGDR, is strongly linked to higher infertility risk. HOMA-IR and Insulin-DI also show threshold-based nonlinear associations.

Indexed as

Infertility, FemaleInsulin ResistanceInsulin-Secreting CellsAdolescentAdultBlood GlucoseCross-Sectional StudiesFemaleHumansInsulinMiddle AgedNutrition SurveysYoung AdultBlood GlucoseInsulinAnd insulin disposition indexBeta-cell functionCross-sectional studyEstimated glucose disposal rateFemale infertilityHomeostatic model assessment of insulin resistanceInsulin resistanceNHANES

Identifiers

PMID40586983
PMCPMC12209018

What Socratic holds

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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 Socratic graph.