Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Endocrinol.

Sec. Diabetes: Molecular Mechanisms

Volume 16 - 2025 | doi: 10.3389/fendo.2025.1687145

Genetic/ Epigenetic RNA dysregulation in Type 2 Diabetes mellitus complicated with ischemic heart disease

Provisionally accepted
  • 1Biochemistry department, Faculty of Science, Ain Shams University., Cairo, Egypt
  • 2Medical Biochemistry and Molecular Biology department, Faculty of Medicine, Ain Shams University., Cairo, Egypt
  • 3Biological Prevention department, Ministry of Defense, Egypt., Cairo, Egypt

The final, formatted version of the article will be published soon.

Introduction: Diabetes mellitus is a major independent determinant of cardiovascular morbidity. Therefore, we evaluated whether a molecular RNA panel comprising FZD5 and GTF2I could facilitate the early detection and discrimination of ischemic heart disease in individuals with type 2 diabetes mellitus. Methods: We implemented a two-stage bioinformatics workflow to identify and validate two mRNA candidates associated with T2DM and IHD. Subsequently, we delineated non-coding RNAs linked to these transcripts and the pathways potentially implicated in T2DM complicated by IHD. Finally, we conducted a pilot case–control study and quantified the panel members by RT-qPCR in 56 patients with T2DM, 25 with IHD, 26 with combined T2DM+IHD, and 60 matched controls. Results: Differential expression analysis showed upregulation of hsa-miR-1976, FZD5, and GTF2I, accompanied by downregulation of LINC02210 in the T2DM+IHD group versus controls. The RNA panel achieved high discriminatory performance (AUC = 0.94) between T2DM+IHD and controls, highlighting its potential as a discriminatory tool. Discussion: this study identified clinically relevant non-coding RNA–based angiogenesis panel (FZD5, GTF2I mRNAs, hsa-miR-1976 and LINC02210 lncRNA) as a biomarker signature associated with type 2 diabetes mellitus complicated by ischemic heart disease.

Keywords: Angiogenesis, bioinformatics, biomarker, Ischemic Heart Disease, RNA panel, type 2 diabetes

Received: 16 Aug 2025; Accepted: 14 Oct 2025.

Copyright: © 2025 Sedkey, Sayed, Seadawy and Hegazy. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Eslam Saadawy Sedkey, eslamsedqy_p@sci.asu.edu.eg
Marwa Galal Eldeen Hegazy, marwa_hegazy@sci.asu.edu.eg

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.