Evidence mapPaperPMID 41996378Full record

ArticlePloS one2026

Evaluation of the predictive accuracy of QUICKI and McAuley indices for insulin resistance in adolescents: Insights from a cross-sectional study.

Miriam Mohatar-Barba, Ángel Fernández-Aparicio, Javier S Perona, Jacqueline Schmidt-RioValle, Carmen Enrique-Mirón, Emilio González-Jiménez

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Article in PloS one, 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

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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

1 citing paper in PubMed.

  1. Observational
4 · The record

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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

6 authors.

Miriam Mohatar-BarbaDepartment of Nursing, Faculty of Health Sciences, Melilla Campus, University of Granada, Melilla, Spain.ORCID https://orcid.org/0000-0002-7334-7609
Ángel Fernández-AparicioInstituto de Investigación Biosanitaria (ibs.GRANADA), Granada, Spain.ORCID https://orcid.org/0000-0002-1298-8349
Javier S PeronaDepartment of Food and Health, Instituto de la Grasa-CSIC, Campus of the University Pablo de Olavide, Seville, Spain.ORCID https://orcid.org/0000-0001-5919-993X
Jacqueline Schmidt-RioValleInstituto de Investigación Biosanitaria (ibs.GRANADA), Granada, Spain.
Carmen Enrique-MirónDepartment of Inorganic Chemistry, HUM-613 Research Group, Faculty of Health Sciences, Melilla Campus, University of Granada, Melilla, Spain.
Emilio González-JiménezInstituto de Investigación Biosanitaria (ibs.GRANADA), Granada, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Different indirect methods have been developed to assess insulin resistance (IR), though their validation has been limited to adult populations. In this sense, the study aim is to compare the predictive capacity of the McAuley, QUICKI, SPISE indices, and glucose-insulin ratio against insulin resistance (IR) in Spanish adolescents and to establish reliable cut-off values for these indices in this population. A cross-sectional study was conducted with 981 adolescents aged 11-16 years, from Southern Spain. Anthropometric measurements and fasting biochemical parameters, were assessed. IR indices, such as HOMA-IR, QUICKI, the McAuley index, SPISE, and the glucose-insulin ratio, were calculated. The ability of each index to predict IR was evaluated using multivariate regression analysis and receiver operating characteristic (ROC) curves. Boys exhibited higher waist circumference, triglyceride levels, and fasting insulin levels, while girls had a higher percentage of body fat (p < 0.05). HOMA-IR values increased in adolescents with obesity, whereas McAuley and QUICKI indices decreased significantly (p < 0.05). Similar results were found in adolescents with MetS in comparison to non-MetS adolescents. QUICKI showed the highest predictive accuracy (AUC: 1.00), followed by the McAuley index (AUC: 0.983 in boys, 0.977 in girls), and SPISE (AUC: 0.896 in boys, 0.852 in girls). The cut-off points for these indices were 5.794,0.316, and 7.8 respectively, both for boys and girls. The glucose-insulin ratio demonstrated poor predictive ability. The QUICKI, McAuley, and SPISE indices are effective in predicting IR among Spanish adolescents. Their use could aid in early detection of metabolic and cardiovascular disfunctions, though further validation in larger cohorts is required for clinical application.

Indexed as

Blood GlucoseInsulin ResistanceAdolescentChildCross-Sectional StudiesFemaleHumansInsulinMaleROC CurveSpainTriglyceridesWaist CircumferenceBlood GlucoseInsulinTriglycerides

Identifiers

PMID41996378
PMCPMC13089704

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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.