Novel Biomarkers for Early Detection and Prognosis of Diabetic Kidney Disease

Authors

  • Dr. Ruchita Shrivastava Former Visiting Senior Lecturer, Department of Botany, Govt. Homescience PG Lead College & President, Society for Advanced Research in Plant Science(SARPS), Narmadapuram (MP), 461001
  • Dr. Vivek Subhash Tarate Principal, M. Pharm PhD, LNBC Institute of Pharmacy, Raigaon, Satara (Affiliated to DBATU University, Lonere, Maharashtra)
  • Dr.Amol Tanaji Ubale Vice-Principal, Department of Pharmaceutical Chemistry, Spe-Quality Assurance Vijayrao Naik College of Pharmacy, Shirval Kankavli Dist-Sindhudurg, Maharashtra, Affiliated to Dr babasaheb Technological University lonere

DOI:

https://doi.org/10.65327/kidneys.v15i2.673

Keywords:

Diabetic kidney disease, Early detection, Novel biomarkers, Multi-omics, Precision nephrology

Abstract

Diabetic kidney disease (DKD) is a common microvascular complication of diabetes mellitus and a major cause of chronic kidney disease (CKD) and end-stage kidney disease (ESKD) in the world. While traditional markers, such as urinary albumin-to-creatinine ratio, serum creatinine, and estimated glomerular filtration rate remain pivotal in clinical evaluation, they often fall short in identifying subclinical renal damage and in predicting the trajectory of a particular disease. This study assesses newer markers of early detection, prognostic stratification and therapeutic monitoring of DKD. It covers various biomarkers of glomerular and tubular injury, inflammation, oxidative stress, fibrosis and metabolic dysregulation such as nephrin, podocin, kidney injury molecule-1, neutrophil gelatinase-associated lipocalin, tumour necrosis factor receptors, CCL20, trimethylamine N-oxide and fibrosis-related mediators. The study also discusses genomic, epigenomic, transcriptomic, proteomic, and metabolomic methods, highlighting the potential of combination of multi-omics, systems biology, artificial intelligence, and machine learning to enhance personalized risk prediction. The use of a panel of biomarkers including molecular, clinical, imaging, and digital more accurate for diagnosis and prognosis than a single-marker approach. But challenges of external validation, assay variability, high assay costs, regulatory demands and the ability to integrate advanced testing into routine workflows have limited clinical translation. Thus, large-scale prospective studies, common analytical procedures and cost-effectiveness analyses are needed. The use of validated molecular markers in conjunction with current tools leads to earlier intervention, tailored treatment choices, more effective therapeutic monitoring, and better long-term renal and cardiovascular outcomes for DKD.

Downloads

Download data is not yet available.

Author Biography

Dr.Amol Tanaji Ubale, Vice-Principal, Department of Pharmaceutical Chemistry, Spe-Quality Assurance Vijayrao Naik College of Pharmacy, Shirval Kankavli Dist-Sindhudurg, Maharashtra, Affiliated to Dr babasaheb Technological University lonere

 

 

References

Alicic, Radica Z., Michele T. Rooney, and Katherine R. Tuttle. 2017. “Diabetic Kidney Disease: Challenges, Progress, and Possibilities.” Clinical Journal of the American Society of Nephrology: CJASN 12(12):2032. DOI: https://doi.org/10.2215/CJN.11491116

Anandkumar, Deepashree Goravigere, Prashant Chippalkatti Dheerendra, Deepesh Vellakampadi, and Gnanasambandan Ramanathan. 2023. “Kidney Injury Molecule-1; Is It a Predictive Marker for Renal Diseases?” Journal of Nephropharmacology 12(2):e10572–e10572. DOI: https://doi.org/10.34172/npj.2023.10572

Bakris, George L., Rajiv Agarwal, Stefan D. Anker, Bertram Pitt, Luis M. Ruilope, Peter Rossing, Peter Kolkhof, Christina Nowack, Patrick Schloemer, Amer Joseph, and Gerasimos Filippatos. 2020. “Effect of Finerenone on Chronic Kidney Disease Outcomes in Type 2 Diabetes.” New England Journal of Medicine 383(23):2219–29. doi:10.1056/NEJMoa2025845. DOI: https://doi.org/10.1056/NEJMoa2025845

Barutta, Federica, Stefania Bellini, Silvia Canepa, Marilena Durazzo, and Gabriella Gruden. 2021. “Novel Biomarkers of Diabetic Kidney Disease: Current Status and Potential Clinical Application.” Acta Diabetologica 58(7):819–30. doi:10.1007/s00592-020-01656-9. DOI: https://doi.org/10.1007/s00592-020-01656-9

Bikbov, B., C. A. Purcell, A. S. Levey, M. Smith, A. Abdoli, M. Abebe, O. M. Adebayo, M. Afarideh, S. K. Agarwal, and M. Agudelo-Botero. 2020. “GBD Chronic Kidney Disease Collaboration: Global, Regional, and National Burden of Chronic Kidney Disease, 1990-2017: A Systematic Analysis for the Global Burden of Disease Study 2017.” Lancet 395(709–733):32061315.

de Boer, Ian H., M. Luiza Caramori, Juliana CN Chan, Hiddo JL Heerspink, Clint Hurst, Kamlesh Khunti, Adrian Liew, Erin D. Michos, Sankar D. Navaneethan, and Wasiu A. Olowu. 2020. “Executive Summary of the 2020 KDIGO Diabetes Management in CKD Guideline: Evidence-Based Advances in Monitoring and Treatment.” Kidney International 98(4):839–48. DOI: https://doi.org/10.1016/j.kint.2020.06.024

Cerda, Jorge, Kianoush Kashani, Marlies Ostermann, Rajit K. Basu, Samira Bell, Vincenzo Cantaluppi, Rajasekra Chakaravarthi, José Maximino Costa, Rolando Claure-Del Granado, and Etienne Macedo. 2026. “The Global Epidemiology of Acute Kidney Injury: Challenges and Opportunities.” Nature Reviews Nephrology 22(3):179–98. DOI: https://doi.org/10.1038/s41581-025-01030-4

Coca, Steven G., Girish N. Nadkarni, Yuan Huang, Dennis G. Moledina, Veena Rao, Jane Zhang, Bart Ferket, Susan T. Crowley, Linda F. Fried, and Chirag R. Parikh. 2017. “Plasma Biomarkers and Kidney Function Decline in Early and Established Diabetic Kidney Disease.” Journal of the American Society of Nephrology: JASN 28(9):2786. DOI: https://doi.org/10.1681/ASN.2016101101

Colhoun, Helen M., and M. Loredana Marcovecchio. 2018. “Biomarkers of Diabetic Kidney Disease.” Diabetologia 61(5):996–1011. doi:10.1007/s00125-018-4567-5. DOI: https://doi.org/10.1007/s00125-018-4567-5

De Boer, Ian H., Kamlesh Khunti, Tami Sadusky, Katherine R. Tuttle, Joshua J. Neumiller, Connie M. Rhee, Sylvia E. Rosas, Peter Rossing, and George Bakris. 2022. “Diabetes Management in Chronic Kidney Disease: A Consensus Report by the American Diabetes Association (ADA) and Kidney Disease: Improving Global Outcomes (KDIGO).” Kidney International 102(5):974–89. DOI: https://doi.org/10.1016/j.kint.2022.08.012

Disease, Kidney, and Improving Global Outcomes KDIGO Anemia Work Group. 2026. “KDIGO 2026 Clinical Practice Guideline for the Management of Anemia in Chronic Kidney Disease (CKD).” Kidney International 109(1S):S1–99. DOI: https://doi.org/10.1016/j.kint.2025.06.006

Esposito, Pasquale, Daniela Picciotto, Francesca Cappadona, Francesca Costigliolo, Elisa Russo, Lucia Macciò, and Francesca Viazzi. 2023. “Multifaceted Relationship between Diabetes and Kidney Diseases: Beyond Diabetes.” World Journal of Diabetes 14(10):1450. DOI: https://doi.org/10.4239/wjd.v14.i10.1450

Gamez, Joshua, Daxian Zha, Shaghaiegh M. Ebrahimi, Seok White, Alexander V. Ljubimov, and Mehrnoosh Saghizadeh. 2025. “Exosomes as Future Therapeutic Tools and Targets for Corneal Diseases.” Cells 14(13):959. DOI: https://doi.org/10.3390/cells14130959

Gembillo, Guido, Luca Soraci, Rossella Messina, Lorenzo Lo Cicero, Giuseppe Spadaro, Felicia Cuzzola, Michela Calderone, Maria Federica Ricca, Simona Di Piazza, and Flavia Sudano. 2026. “Urinary Biomarkers of Diabetic Kidney Disease.” World Journal of Diabetes 17(1):110502. DOI: https://doi.org/10.4239/wjd.v17.i1.110502

Gilbert, Richard E. 2017. “Proximal Tubulopathy: Prime Mover and Key Therapeutic Target in Diabetic Kidney Disease.” Diabetes 66(4):791–800. DOI: https://doi.org/10.2337/db16-0796

Griffin, Tomás Patrick. 2022. “The Role of Novel Biomarkers in Addressing the Burden of Chronic Kidney Disease in Diabetes Mellitus.” PhD Thesis, NUI Galway.

Hasparyk, Ursula Gramiscelli, Flávia Maria Borges Vigil, Victória Soares Bartolomei, Vitor Moreira Nunes, and Ana Cristina Simões E Silva. 2022. “Chronic Kidney Disease-Mineral Bone Disease Biomarkers in Kidney Transplant Patients.” Current Medicinal Chemistry 29(31):5230–53. doi:10.2174/0929867329666220318105856. DOI: https://doi.org/10.2174/0929867329666220318105856

Heerspink, Hiddo JL, Anna-Maria Langkilde, and David C. Wheeler. 2021. “Dapagliflozin in Patients with Chronic Kidney Disease.” New England Journal of Medicine 384(4):389–90.

Hughes, Eleni, Xiaoxin X. Wang, Lily Sabol, Keely Barton, Sujit Hegde, Komuraiah Myakala, Ewa Krawczyk, Avi Rosenberg, and Moshe Levi. 2025. “Role of Nuclear Receptors, Lipid Metabolism, and Mitochondrial Function in the Pathogenesis of Diabetic Kidney Disease.” American Journal of Physiology-Renal Physiology 329(4):F510–47. doi:10.1152/ajprenal.00110.2025. DOI: https://doi.org/10.1152/ajprenal.00110.2025

Jiang, Yuxuan, XING Yunying, L. I. Zhixin, L. I. Ji, W. U. Liyou, WANG Xiaojuan, and P. E. I. Tingting. 2026. “Explainable Electronic Medical Record-Based Machine Learning to Predict 1-Year Incident Protein–Energy Wasting in Non-Dialysis Chronic Kidney Disease: A Single-Center Development Study.” Clinical Nutrition ESPEN 103346. DOI: https://doi.org/10.1016/j.clnesp.2026.103346

Kharbanda, Kunaal. 2020. Exploring the Effects of Expanded Solute Removal in Haemodialysis. The University of Manchester (United Kingdom).

Klein, Klara R., Ildiko Lingvay, Katherine R. Tuttle, and Jennifer E. Flythe. 2025. “Glycemic Management and Individualized Diabetes Care in Dialysis-Dependent Kidney Failure.” Diabetes Care 48(2):164–76. DOI: https://doi.org/10.2337/dci24-0081

Li, Tao, Kaili Chen, Yiting Sun, and Linqi Zhang. 2026. “Diabetic Kidney Disease: Integrating Multi-Omics Insights, Artificial Intelligence, and Novel Therapeutics for Precision Medicine.” Frontiers in Genetics 17:1760654. DOI: https://doi.org/10.3389/fgene.2026.1760654

Liu, Jinsha, Joey Paolo Ting, Shams Al-Azzam, Yun Ding, and Sepideh Afshar. 2021. “Therapeutic Advances in Diabetes, Autoimmune, and Neurological Diseases.” International Journal of Molecular Sciences 22(6):2805. DOI: https://doi.org/10.3390/ijms22062805

Liu, Jinzhou, Min Guo, Xiaobin Yuan, Xiao Fan, Jin Wang, and Xiangying Jiao. 2025. “Gut Microbiota and Their Metabolites: The Hidden Driver of Diabetic Nephropathy? Unveiling Gut Microbe’s Role in DN.” Journal of Diabetes 17(4):e70068. doi:10.1111/1753-0407.70068. DOI: https://doi.org/10.1111/1753-0407.70068

Lousa, Irina, Flávio Reis, Alice Santos-Silva, and Luís Belo. 2022. “The Signaling Pathway of TNF Receptors: Linking Animal Models of Renal Disease to Human CKD.” International Journal of Molecular Sciences 23(6):3284. DOI: https://doi.org/10.3390/ijms23063284

Martinez Leon, Victor, Rachel Hilburg, and Katalin Susztak. 2026. “Mechanisms of Diabetic Kidney Disease and Established and Emerging Treatments.” Nature Reviews Endocrinology 22(1):21–35. DOI: https://doi.org/10.1038/s41574-025-01171-3

Massoth, Christina, Mira Küllmar, Dominic Enders, John A. Kellum, Lui G. Forni, Melanie Meersch, Alexander Zarbock, Raphael Weiss, Khaschayar Saadat-Gilani, and Tamara Roy-Ali. 2023. “Comparison of CC Motif Chemokine Ligand 14 with Other Biomarkers for Adverse Kidney Events after Cardiac Surgery.” The Journal of Thoracic and Cardiovascular Surgery 165(1):199–207. DOI: https://doi.org/10.1016/j.jtcvs.2021.03.016

Mendonça, Luís Carlos Ferreira. 2025. “Prediction of Mortality and Cardiovascular Events Across Populations With Different Levels of Renal Function: New Insights Into Phosphorus, FGF23, Klotho and Cardiorenal Biomarkers.” PhD Thesis, Universidade do Porto (Portugal).

Meng, Lingdong, Zhen Li, Ling Xu, Fang Wei, Hongyan Ji, Lankun Zhang, Anning Zhu, and Zhijia Zhou. 2025. “Emerging Technologies for Early Risk Stratification and Precision Management of Diabetic Kidney Disease: A Multimodal Framework Integrating Digital Phenotypes and Clinical Biomarkers.” Frontiers in Endocrinology 16:1728293. DOI: https://doi.org/10.3389/fendo.2025.1728293

Molina-Cazallas, Noelia, Diego García-Ayuso, Beatriz Fernández-Fernández, Laura Rodríguez-Osorio, Jinny Sanchez-Rodriguez, María Vanessa Pérez-Gómez, Alberto Ortiz, and Adrián M. Ramos. 2025. “Circulating and Urinary CCL20 in Human Kidney Disease.” International Journal of Molecular Sciences 26(21):10563. DOI: https://doi.org/10.3390/ijms262110563

Mortaji, Parisa, and Brent Wagner. 2020. “Biomarkers in Diabetic Kidney Disease.” Kidney Biomarkers 185–208. DOI: https://doi.org/10.1016/B978-0-12-815923-1.00004-3

Panizo, Sara, Laura Martínez-Arias, Cristina Alonso-Montes, Pablo Cannata, Beatriz Martín-Carro, José L. Fernández-Martín, Manuel Naves-Díaz, Natalia Carrillo-López, and Jorge B. Cannata-Andía. 2021. “Fibrosis in Chronic Kidney Disease: Pathogenesis and Consequences.” International Journal of Molecular Sciences 22(1):408. DOI: https://doi.org/10.3390/ijms22010408

Persson, Frederik, and Peter Rossing. 2018. “Diagnosis of Diabetic Kidney Disease: State of the Art and Future Perspective.” Kidney International Supplements 8(1):2–7. DOI: https://doi.org/10.1016/j.kisu.2017.10.003

Przezak, Agnieszka, Weronika Bielka, Piotr Molęda, Paulina Plewa, and Andrzej Pawlik. 2026. “Novel Biomarkers of Diabetic Kidney Disease in Type 1 Diabetes.” Clinica Chimica Acta 121137. DOI: https://doi.org/10.1016/j.cca.2026.121137

Rossiter, Adam, Ashley La, Jay L. Koyner, and Lui G. Forni. 2024. “New Biomarkers in Acute Kidney Injury.” Critical Reviews in Clinical Laboratory Sciences 61(1):23–44. doi:10.1080/10408363.2023.2242481. DOI: https://doi.org/10.1080/10408363.2023.2242481

Rroji, Merita, Flaviu Bob, Lorenzo Lo Cicero, Andreja Figurek, and Goce Spasovski. 2026. “Biomarkers in Diabetic Kidney Disease: Early Detection, Prognostic Assessment, and Integration with Multi-Omics Signatures.” Life 16(7):1164. DOI: https://doi.org/10.3390/life16071164

Ruiz-Ortega, Marta, Sandra Rayego-Mateos, Santiago Lamas, Alberto Ortiz, and Raul R. Rodrigues-Diez. 2020. “Targeting the Progression of Chronic Kidney Disease.” Nature Reviews Nephrology 16(5):269–88. DOI: https://doi.org/10.1038/s41581-019-0248-y

Saran, Rajiv, Bruce Robinson, Kevin C. Abbott, Lawrence YC Agodoa, Patrick Albertus, John Ayanian, Rajesh Balkrishnan, Jennifer Bragg-Gresham, Jie Cao, and Joline LT Chen. 2017. “US Renal Data System 2016 Annual Data Report: Epidemiology of Kidney Disease in the United States.” American Journal of Kidney Diseases 69(3):A7–8. DOI: https://doi.org/10.1053/j.ajkd.2017.01.036

Sauriasari, Rani, Dhonna Dwi Safitri, and Nuriza Ulul Azmi. 2021. “Current Updates on Protein as Biomarkers for Diabetic Kidney Disease: A Systematic Review.” Therapeutic Advances in Endocrinology and Metabolism 12:20420188211049612. doi:10.1177/20420188211049612. DOI: https://doi.org/10.1177/20420188211049612

Selby, Nicholas M., and Susan T. Francis. 2025. “Assessment of Acute Kidney Injury Using MRI.” Journal of Magnetic Resonance Imaging 61(1):25–41. doi:10.1002/jmri.29281. DOI: https://doi.org/10.1002/jmri.29281

Sharma, Kumar, Guanshi Zhang, Jens Hansen, Petter Bjornstad, Hak Joo Lee, Rajasree Menon, Leila Hejazi, Jian-Jun Liu, Anthony Franzone, and Helen C. Looker. 2023. “Role of Endogenous Adenine in Kidney Failure and Mortality with Diabetes.” medRxiv 2023–05. DOI: https://doi.org/10.1101/2023.05.31.23290681

Sugahara, Mai, Wai Lun Will Pak, Tetsuhiro Tanaka, Sydney C. W. Tang, and Masaomi Nangaku. 2021. “Update on Diagnosis, Pathophysiology, and Management of Diabetic Kidney Disease.” Nephrology 26(6):491–500. doi:10.1111/nep.13860. DOI: https://doi.org/10.1111/nep.13860

Tuechler, Nadine, Mira Lea Burtscher, Martin Garrido-Rodriguez, Muzamil Majid Khan, Dénes Türei, Christian Tischer, Sarah Kaspar, Jennifer Jasmin Schwarz, Frank Stein, Mandy Rettel, Rafael Kramann, Mikhail M. Savitski, Julio Saez-Rodriguez, and Rainer Pepperkok. 2025. “Dynamic Multi-Omics and Mechanistic Modeling Approach Uncovers Novel Mechanisms of Kidney Fibrosis Progression.” Molecular Systems Biology 21(8):1030–65. doi:10.1038/s44320-025-00116-2. DOI: https://doi.org/10.1038/s44320-025-00116-2

Vallon, Volker, and Subodh Verma. 2021. “Effects of SGLT2 Inhibitors on Kidney and Cardiovascular Function.” Annual Review of Physiology 83(1):503–28. doi:10.1146/annurev-physiol-031620-095920. DOI: https://doi.org/10.1146/annurev-physiol-031620-095920

Vastrad, Basavaraj, and Chanabasayya Vastrad. 2023. “Screening and Identification of Key Biomarkers in Diabetic Kidney Disease and Its Complications: Evidence from Bioinformatics and next Generation Sequencing Data Analysis.” bioRxiv 2023–04. DOI: https://doi.org/10.1101/2023.04.16.537071

Webster, Angela C., Evi V. Nagler, Rachael L. Morton, and Philip Masson. 2017. “Chronic Kidney Disease.” The Lancet 389(10075):1238–52. DOI: https://doi.org/10.1016/S0140-6736(16)32064-5

Wheeler, David C., Bergur V. Stefánsson, Niels Jongs, Glenn M. Chertow, Tom Greene, Fan Fan Hou, John JV McMurray, Ricardo Correa-Rotter, Peter Rossing, and Robert D. Toto. 2021. “Effects of Dapagliflozin on Major Adverse Kidney and Cardiovascular Events in Patients with Diabetic and Non-Diabetic Chronic Kidney Disease: A Prespecified Analysis from the DAPA-CKD Trial.” The Lancet Diabetes & Endocrinology 9(1):22–31. DOI: https://doi.org/10.1016/S2213-8587(20)30369-7

Winther, Signe A., Jens C. Øllgaard, Nete Tofte, Lise Tarnow, Zeneng Wang, Tarunveer S. Ahluwalia, Anders Jorsal, Simone Theilade, Hans-Henrik Parving, and Tine W. Hansen. 2019. “Utility of Plasma Concentration of Trimethylamine N-Oxide in Predicting Cardiovascular and Renal Complications in Individuals with Type 1 Diabetes.” Diabetes Care 42(8):1512–20. DOI: https://doi.org/10.2337/dc19-0048

Xing, Jixin, Linxi Huang, Weifu Ren, and Xiaobin Mei. 2024. “Risk Factors for Rapid Kidney Function Decline in Diabetes Patients.” Renal Failure 46(2):2398188. doi:10.1080/0886022X.2024.2398188. DOI: https://doi.org/10.1080/0886022X.2024.2398188

Downloads

Published

2026-08-26

How to Cite

Dr. Ruchita Shrivastava, Dr. Vivek Subhash Tarate, & Dr.Amol Tanaji Ubale. (2026). Novel Biomarkers for Early Detection and Prognosis of Diabetic Kidney Disease. KIDNEYS, 15(2), 66–77. https://doi.org/10.65327/kidneys.v15i2.673

Issue

Section

Research Article

Similar Articles

You may also start an advanced similarity search for this article.