Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Jun 25;20(6):e0326179.
doi: 10.1371/journal.pone.0326179. eCollection 2025.

Diagnostic accuracy of triglyceride to glucose index and triglyceride/high-density lipoprotein index for insulin resistance among children and adolescents: A systematic review

Miguel Cabanillas-Lazo  1 , Carlos Quispe-Vicuña  1 , Milagros Pascual-Guevara  1 , Claudia Cruzalegui-Bazán  2   3 , Arturo Duran-Pecho  2   3 , José Paz-Ibarra  3   4 , Victor Velásquez-Rimachi  1
Affiliations

Diagnostic accuracy of triglyceride to glucose index and triglyceride/high-density lipoprotein index for insulin resistance among children and adolescents: A systematic review

Miguel Cabanillas-Lazo et al. PLoS One. .

Abstract

Introduction: Insulin resistance (IR) is a common metabolic disorder associated with obesity, type 2 diabetes, and cardiovascular diseases. There is a need for simpler and more cost-effective indices to diagnose IR in pediatric populations. While the hyperinsulinemic-euglycemic clamp is the gold standard for diagnosing IR, it is costly and complex. Consequently, simpler indices like the triglyceride-to-glucose (TyG) and triglyceride/high-density lipoprotein (Tg/HDL) indices have been explored as alternative diagnostic tools for IR.

Methods: This systematic review adhered to PRISMA-DTA guidelines. Analytical studies evaluating the diagnostic accuracy of TyG and Tg/HDL indices for IR in children and adolescents were included. Eligibility criteria required studies to report sensitivity, specificity, or area under the curve (AUC) values compared against reference standards for IR. Excluded studies were those without reported diagnostic accuracy measures. Data were extracted from PubMed, Scopus, Web of Science, Embase, and SciELO Citation Index up to April 2024. Due to high heterogeneity, a narrative synthesis was performed.

Results: Twenty-one studies involving 28,768 participants were included. The TyG index showed sensitivities ranging from 60-92% and specificities of 54-100%, with AUCs between 0.610 and 0.960. For the Tg/HDL index, sensitivities varied from 14.8-85.7%, specificities from 60.9-97.6%, and AUCs from 0.687 to 0.809. These results suggest that the TyG index generally demonstrates higher diagnostic precision than the Tg/HDL index, but both exhibit moderate accuracy with considerable heterogeneity.

Conclusion: The TyG and Tg/HDL indices are promising tools for diagnosing IR in children and adolescents, but further studies with rigorous methodology are needed. Future research should focus on standardizing cut-off points and exploring their predictive value in diverse populations.

PubMed Disclaimer

Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. PRISMA flowchart of the studies included.
Fig 2
Fig 2. Graphical summary of the risk of bias of studies included using the QUADAS-2 tool.
See this image and copyright information in PMC

References

    1. Yaribeygi H, Farrokhi FR, Butler AE, Sahebkar A. Insulin resistance: review of the underlying molecular mechanisms. J Cell Physiol. 2019;234(6):8152–61. doi: 10.1002/jcp.27603 - DOI - PubMed
    1. Saklayen MG. The global epidemic of the metabolic syndrome. Curr Hypertens Rep. 2018;20(2):12. doi: 10.1007/s11906-018-0812-z - DOI - PMC - PubMed
    1. Gluvic Z, Zaric B, Resanovic I, Obradovic M, Mitrovic A, Radak D, et al. Link between metabolic syndrome and insulin resistance. CVP. 2016;15(1):30–9. doi: 10.2174/1570161114666161007164510 - DOI - PubMed
    1. Marušić M, Paić M, Knobloch M, Liberati Pršo A-M. NAFLD, insulin resistance, and diabetes mellitus type 2. Can J Gastroenterol Hepatol. 2021;2021:6613827. doi: 10.1155/2021/6613827 - DOI - PMC - PubMed
    1. Kazukauskiene N, Podlipskyte A, Varoneckas G, Mickuviene N. Insulin resistance in association with thyroid function, psychoemotional state, and cardiovascular risk factors. IJERPH. 2021;18(7):3388. doi: 10.3390/ijerph18073388 - DOI - PMC - PubMed

Publication types