Association between urinary extracellular vesicle proteome and early detection of diabetic nephropathy in type 2 diabetes

Authors

  • Ms. Neepa Patel
  • Dr. Prashant M. Modi
  • Ninad Nangare
  • Dr Abhishek Anand
  • Charumathi Dhanushkodi
  • Dr Kumar Sambhav

DOI:

https://doi.org/10.65327/kidneys.v14i4.568

Keywords:

Diabetic nephropathy; Extracellular vesicles; Hypoxia; Proteomics; miRNA

Abstract

Early detection of diabetic nephropathy (DN) remains limited by low-sensitivity clinical markers such as albuminuria and eGFR. Hypoxia-driven injury in proximal tubular epithelial cells (PTECs) is recognized as an early event in DN, yet its relationship to urinary extracellular vesicle (EV) cargo is not fully defined. Identifying hypoxia-responsive proteins and miRNAs released by PTECs may provide a mechanistic foundation for urinary EV–based early biomarkers. Secondary multi-omic datasets were analyzed, comprising matched PTEC hypoxia proteomic (377 proteins) and miRNA profiles (defined and novel miRNAs) collected from apical and basal compartments. After stringent quality filtering and normalization, differential expression analysis was conducted using log₂ fold change thresholds (|log₂FC| ≥ 1) and FDR ≤ 0.05. Significant features were grouped into four hypoxia-responsive signatures: apical and basal upregulated proteins, and apical and basal upregulated miRNAs. Functional enrichment (GO/KEGG) and extracellular vesicle annotation were performed to identify biologically relevant pathways and potential urinary EV biomarkers. A total of 112 apical and 94 basal proteins, as well as 51 apical and 38 basal miRNAs, were significantly altered under hypoxia. Dominant pathways included HIF-1 signaling, glycolysis, oxidative stress response, vesicle-mediated transport, and extracellular matrix remodeling. Several hypoxia-induced proteins (e.g., ENO1, RAB27A, HSP90B1) and miRNAs (miR-210, miR-29 family, and novel hypoxia-responsive candidates) overlapped with known EV components, supporting their potential detectability in urine. Hypoxia induces coordinated proteomic and miRNA remodeling in PTECs, generating EV-relevant molecular signatures with strong mechanistic relevance to early DN. These findings offer a robust foundation for developing non-invasive urinary EV biomarkers capable of detecting tubular stress before clinical decline.

 

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Author Biographies

Ms. Neepa Patel

Ph.D. Scholar, Parul University, Limda, Waghodia, Vadodara, 391760, Gujarat, India, Email Id: neepapatel3131@gmail.com

Dr. Prashant M. Modi

Professor, Parul Institute of Medical Sciences & Research, Parul University, Limda, Waghodia, Vadodara, 391760, Gujarat, India, Email Id: prashant.modi16928@paruluniversity.ac.in

Ninad Nangare

Department of Dravyaguna, Bharati Vidyapeeth (Deemed to be University) College of Ayurved, Pune (411046), Maharashtra,

Email Id: ninad.nangare@bharatividyapeeth.edu

Dr Abhishek Anand

Assistant Professor, Department of Pharmacy Practice, Teerthanker Mahaveer College Of Pharmacy, TMU University, Moradabad, Email Id: abhishekanandabhi66@gmail.com

Charumathi Dhanushkodi

Senior Lecturer, Department of Public Health Dentistry, Sree Balaji Dental College and Hospital, Bharath Institute of Higher Education and Research, Chennai, Tamil Nadu, India, Email id: drcharu7525@gmail.com 

Dr Kumar Sambhav

Assistant Professor, Department of Anatomy, All India Institute of Medical Sciences, Bilaspur, Himachal Pradesh, Email Id: drkrsambhavaiims@gmail.com

References

Reidy, K., Kang, H. M., Hostetter, T., & Susztak, K. (2014). Molecular mechanisms of diabetic kidney disease. The Journal of clinical investigation, 124(6), 2333-2340.

Lu, Y., Liu, D., Feng, Q., & Liu, Z. (2020). Diabetic nephropathy: perspective on extracellular vesicles. Frontiers in Immunology, 11, 943.

Alicic, R. Z., Rooney, M. T., & Tuttle, K. R. (2017). Diabetic kidney disease: challenges, progress, and possibilities. Clinical journal of the American Society of Nephrology, 12(12), 2032-2045.

Alvarez, M. L., Khosroheidari, M., Ravi, R. K., & DiStefano, J. K. (2012). Comparison of protein, microRNA, and mRNA yields using different methods of urinary exosome isolation for the discovery of kidney disease biomarkers. Kidney international, 82(9), 1024-1032.

Bhargava, P., & Schnellmann, R. G. (2017). Mitochondrial energetics in the kidney. Nature Reviews Nephrology, 13(10), 629-646.

Wu, J., Chen, Y. D., & Gu, W. (2010). Urinary proteomics as a novel tool for biomarker discovery in kidney diseases. Journal of Zhejiang University Science B, 11(4), 227-237.

Haase, V. H. (2006). Hypoxia-inducible factors in the kidney. American Journal of Physiology-Renal Physiology, 291(2), F271-F281.

Wang, L. P., Gao, Y. Z., Song, B., Yu, G., Chen, H., Zhang, Z. W., ... & Yu, X. Y. (2019). MicroRNAs in the progress of diabetic nephropathy: A systematic review and meta‐analysis. Evidence‐Based Complementary and Alternative Medicine, 2019(1), 3513179.

Colombo, M., Raposo, G., & Théry, C. (2014). Biogenesis, secretion, and intercellular interactions of exosomes and other extracellular vesicles. Annual review of cell and developmental biology, 30(1), 255-289.

Devarajan, P. (2011). Biomarkers for the early detection of acute kidney injury. Current opinion in pediatrics, 23(2), 194-200.

Takiyama, Y., & Haneda, M. (2014). Hypoxia in diabetic kidneys. BioMed research international, 2014(1), 837421.

Eddy, A. A. (2014). Overview of the cellular and molecular basis of kidney fibrosis. Kidney international supplements, 4(1), 2-8.

Forbes, J. M., & Thorburn, D. R. (2018). Mitochondrial dysfunction in diabetic kidney disease. Nature Reviews Nephrology, 14(5), 291-312.

Nangaku, M., Inagi, R., Miyata, T., & Fujita, T. (2008). Hypoxia and hypoxia-inducible factor in renal disease. Nephron Experimental Nephrology, 110(1), e1-e7.

Pomatto, M. A., Gai, C., Bussolati, B., & Camussi, G. (2017). Extracellular vesicles in renal pathophysiology. Frontiers in molecular biosciences, 4, 37.

Thongboonkerd, V. (2020). Roles for exosome in various kidney diseases and disorders. Frontiers in pharmacology, 10, 1655.

Hannafon, B. N., & Ding, W. Q. (2013). Intercellular communication by exosome-derived microRNAs in cancer. International journal of molecular sciences, 14(7), 14240-14269.

Xu, Z., Zeng, S., Gong, Z., & Yan, Y. (2020). Exosome-based immunotherapy: a promising approach for cancer treatment. Molecular cancer, 19(1), 160.

Schelling, J. R. (2022). The contribution of lipotoxicity to diabetic kidney disease. Cells, 11(20), 3236.

Icks, A., & Koch, M. (2013). Epidemiology of chronic kidney disease in diabetes. Diabetes and Kidney Disease, 14-28.

Gomez, I. G., Nakagawa, N., & Duffield, J. S. (2016). MicroRNAs as novel therapeutic targets to treat kidney injury and fibrosis. American Journal of Physiology-Renal Physiology, 310(10), F931-F944.

Levey, A. S., & Coresh, J. (2012). Chronic kidney disease. The lancet, 379(9811), 165-180.

Gluhovschi, C., Gluhovschi, G., Petrica, L., Timar, R., Velciov, S., Ionita, I., ... & Timar, B. (2016). Urinary biomarkers in the assessment of early diabetic nephropathy. Journal of diabetes research, 2016(1), 4626125.

Zhang, J. Q., Li, Y. Y., Zhang, X. Y., Tian, Z. H., Liu, C., Wang, S. T., & Zhang, F. R. (2023). Cellular senescence of renal tubular epithelial cells in renal fibrosis. Frontiers in Endocrinology, 14, 1085605.

Zheng, Y., Wang, H., Li, X., Xie, J., Fan, J., & Ren, S. (2024). Extracellular vesicles in chronic kidney disease: diagnostic and therapeutic roles. Frontiers in Pharmacology, 15, 1371874.

Persson, F., & Rossing, P. (2018). Diagnosis of diabetic kidney disease: state of the art and future perspective. Kidney international supplements, 8(1), 2-7.

Gámez-Valero, A., Lozano-Ramos, S. I., Bancu, I., Lauzurica-Valdemoros, R., & Borràs, F. E. (2015). Urinary extracellular vesicles as source of biomarkers in kidney diseases. Frontiers in immunology, 6, 6.

Théry, C., Witwer, K. W., Aikawa, E., Alcaraz, M. J., Anderson, J. D., Andriantsitohaina, R., ... & Jovanovic‐Talisman, T. (2018). Minimal information for studies of extracellular vesicles 2018 (MISEV2018): a position statement of the International Society for Extracellular Vesicles and update of the MISEV2014 guidelines. Journal of extracellular vesicles, 7(1), 1535750.

Kassianos, A. (2023). Human proximal tubular epithelial cell-derived apical small extracellular vesicles mediate a ferroptotic ‘wave of tubular death’ in hypoxic kidney injury (Version 2) [Data set]. Mendeley Data. https://doi.org/10.17632/z76d5m8hbx.2

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Published

2025-11-21

How to Cite

Ms. Neepa Patel, Dr. Prashant M. Modi, Ninad Nangare, Dr Abhishek Anand, Charumathi Dhanushkodi, & Dr Kumar Sambhav. (2025). Association between urinary extracellular vesicle proteome and early detection of diabetic nephropathy in type 2 diabetes. KIDNEYS, 14(4), 329–336. https://doi.org/10.65327/kidneys.v14i4.568

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Research Article