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Submitted: 14 Aug 2025
Revision: 19 Oct 2025
Accepted: 31 Oct 2025
ePublished: 04 Nov 2025
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J Renal Inj Prev. Inpress.
doi: 10.34172/jrip.2025.38696
  Abstract View: 47

Meta-analysis

A systematic review and meta-analysis on the association of triglyceride-glucose index levels with risk of gestational diabetes mellitus

Maryam Farajisani 1 ORCID logo, Shirin Shamsghahfarokhi 2 ORCID logo, Zahra Hamidi Madani 3 ORCID logo, Zeinab Zamanpour 4 ORCID logo, Hamid Rastad 5 ORCID logo, Sara Ghaseminejad Kermani 6 ORCID logo, Kamran Safa 6 ORCID logo, Leila Ashrafi 7 ORCID logo, Forouhar Darabi 8* ORCID logo

1 Department of Gynecology and Obstetrics, Imam Khomeini Hospital, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
2 Department of Internal Medicine, School of Medicine, Hajar Hospital, Shahrekord University of Medical Sciences, Shahrekord, Iran
3 Department of Obstetrics and Gynecology, Reproductive Health Research Center, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
4 Department of Gynecology and Obstetrics, School of Medicine, Jundishapur University of Medical Sciences, Ahvaz, Iran
5 Department of Internal Medicine, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
6 Department of Emergency Medicine, Imam Hossein Hospital, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
7 Department of Internal Medicine, Clinical Research Development Unit, Hajar Hospital, Shahrekord University of Medical Sciences, Shahrekord, Iran
8 Department of Gynecology and Obstetrics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
*Corresponding Author: Forouhar Darabi, Email: foroohardarabi67@gmail.com

Abstract

Introduction: Gestational diabetes mellitus (GDM) is a common metabolic disorder during pregnancy, and the triglyceride-glucose (TyG) index is among the indicators that can predict the occurrence of gestational diabetes. Accordingly, our goal was to examine the relationship between the TyG index and GDM.

Materials and Methods: Databases of Scopus, PubMed, Embase, Web of Science, Cochrane, and Google Scholar search engine were used for articles published until September 5, 2025. Data was analyzed using STATA 14. Tests with P values<0.05 were considered statistically significant.

Results: High TyG index in general (OR:1.77, 95% CI: 1.56, 2), in the second one-third (OR:1.90, 95% CI: 1.08, 3.36), third one-third (OR:3.94, 95% CI: 2.07, 7.50), second quartile (OR:1.24, 95% CI: 1.07, 1.44), third quartile (OR:1.58, 95% CI: 1.28, 1.94), fourth quartile (OR:2.42, 95% CI: 1.85, 3.17), second quantile (OR:1.23, 95% CI: 1.05, 1.43), third quantile (OR:1.44, 95% CI: 1.23, 1.68), fourth quantile (OR:2.15, 95% CI: 1.41, 3.28), fifth quantile (OR:2.92, 95% CI: 1.96, 4.37) increased the risk of GDM. Furthermore, high TyG index levels increased the risk of GDM in China (OR:1.84, 95% CI: 1.59, 2.13), Korea (OR:1.43, 95% CI: 1.08, 1.89), cohort studies (OR:1.82, 95% CI: 1.60, 2.07), women groups with mean ages ≥ 35 (OR:2.54, 95% CI: 1.84, 3.51), and women with BMIs ≥ 25 (OR:2.56, 95% CI: 2.06, 3.18).

Conclusion: High TyG index levels increased the risk of GDM by about 77%, and higher TyG index levels led to even higher possibilities of GDM occurrence. Additionally, obese and overweight women and those aged ≥ 35 were more exposed to this disease than other women.

Registration: This study has been compiled based on the PRISMA checklist, and its protocol was registered on the PROSPERO (ID: CRD420251143086) and Research Registry (UIN: reviewregistry2046) websites.



Implication for health policy/practice/research/medical education:

High triglyceride-glucose (TyG) index levels increased the risk of gestational diabetes mellitus (GDM) occurrence by about 77% and higher TyG index levels were associated with increased risk of GDM. Additionally, obese and overweight women or those aged ≥ 35 were exposed to higher risks than other women. Consequently, it is recommended to conduct further studies in the future on vulnerable groups and those exposed to higher GDM risks.

Please cite this paper as: Farajisani M, Shamsghahfarokhi Sh, Hamidi Madani Z, Zamanpour Z, Rastad H, Ghaseminejad Kermani S, Safa K, Ashrafi L, Darabi F. A systematic review and meta-analysis on the association of triglyceride-glucose index levels with risk of gestational diabetes mellitus. J Renal Inj Prev. 2025; x(x): e38696. doi: 10.34172/jrip.2025.38696.

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