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Volume 11,Issue 1

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16 March 2026

Real-World Safety Signals of Drug-Induced Proteinuria: A Two-Decade Pharmacovigilance Study Using Multi-Indicator Detection and Multivariate Correction

Hongxiang He*
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1 School of Gongli Hospital Medical Technology, University of Shanghai for Science and Technology, Shanghai 200093, China
JMDS 2026 , 11(1), 179–189; https://doi.org/10.18063/JMDS.v11i1.1371
© 2026 by the Author. Licensee Whioce Publishing, Singapore. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution -Noncommercial 4.0 International License (CC BY-NC 4.0) ( https://creativecommons.org/licenses/by-nc/4.0/ )
Abstract

Proteinuria is a critical biomarker for kidney damage and a key indicator in drug safety assessment. However, existing pharmacovigilance studies are often limited by single adverse event term detection and confounding factors inherent in spontaneous reporting systems, making it difficult to accurately identify the true risk of drug-induced proteinuria. We retrospectively analyzed data from the U.S. FDA Adverse Event Reporting System (FAERS) from the first quarter of 2004 through the fourth quarter of 2024. A multi-indicator detection framework was constructed using 17 MedDRA Preferred Terms related to proteinuria, encompassing 5,688 unique case reports. Signal-positive drugs were screened using four disproportionality analysis methods (ROR, PRR, EBGM, IC) with Bonferroni correction. Multivariable logistic regression models were applied to adjust for confounding factors including demographics, comorbidities, and concomitant medications. A total of 16 signal-positive drugs were identified. Antineoplastic agents accounted for the largest proportion (n = 8), with bevacizumab having the highest number of reported cases (n = 451) and tenofovir disoproxil showing the strongest disproportionality signal (ROR = 24.28). Immunomodulators (e.g., pembrolizumab, tacrolimus) and antiviral agents also demonstrated significant associations. The study population had a mean age of 53.7 years with a balanced sex distribution (50.7% male vs. 48.7% female). Antineoplastic and immunomodulatory agents are the primary risk sources for drug-induced proteinuria. The methodological framework proposed in this study, combining multi-indicator signal detection with multivariate correction, effectively enhances the reliability and accuracy of pharmacoepidemiological signals. Clinical monitoring of urinary protein is recommended for patients using high-risk medications to facilitate early identification of renal injury.

Keywords
Proteinuria
Pharmacovigilance
FAERS database
Signal detection
Nephrotoxicity
Multivariate analysis
References

[1] Romagnani P, Tang SCW, Weins A, et al., 2025, Podocytopathies. Nat Rev Dis Primers, 11(1): 87.
[2] Eikelboom J, Floege J, Thadhani R, et al., 2021, Anticoagulation in Patients with Kidney Failure on Dialysis: Factor XI as a Therapeutic Target. Kidney Int, 100(6): 1199–1207.
[3] Bowen EE, Hurcombe JA, Barrington F, et al., 2023, Shiga Toxin Targets the Podocyte Causing Hemolytic Uremic Syndrome through Endothelial Complement Activation. Med, 4(11): 761-777.e8.
[4] Gu X, Zhang S, Zhang T, 2021, Abnormal Crosstalk between Endothelial Cells and Podocytes Mediates Tyrosine Kinase Inhibitor (TKI)-Induced Nephrotoxicity. Cells, 10(4): 869.
[5] Locatelli M, Zoja C, Conti S, et al., 2022, Empagliflozin Protects Glomerular Endothelial Cell Architecture in Experimental Diabetes through the VEGF-a/Caveolin-1/PV-1 Signaling Pathway. J Pathol, 256(4): 468–479.
[6] Huynh C, Ryu J, Lee J, et al., 2023, Nutrient-Sensing mTORC1 and AMPK Pathways in Chronic Kidney Diseases. Nat Rev Nephrol, 19(2): 102–122.
[7] Lu Q, Hou Q, Cao K, et al., 2021, Complement Factor B in High Glucose-Induced Podocyte Injury and Diabetic Kidney Disease. JCI Insight, 6(19): e147716.
[8] Spitz D, Comas M, Gerstner L, et al., 2022, mTOR-Dependent Autophagy Regulates Slit Diaphragm Density in Podocyte-like Drosophila Nephrocytes. Cells, 11(13): 2103.
[9] A K, S S, O M, et al., 2025, Nephrotoxicity of Conventional Chemotherapeutics: Part II - Non-Platinum Agents and Miscellaneous Nephrotoxic Drugs. Nephrology, Dialysis, Transplantation: Official Publication of the European Dialysis and Transplant Association - European Renal Association.
[10] Kelly A, Sharma S, Mamlouk O, et al., 2025, Nephrotoxicity of Conventional Chemotherapeutics: Part I - Platinum Compounds and Antimetabolite Agents. Nephrol Dial Transplant, gfaf251.
[11] Terashima Y, Matsumoto M, Ozaki S, et al., 2024, IgA Vasculitis Induced by Carboplatin + Nab-Paclitaxel + Pembrolizumab in a Patient with Advanced Lung Squamous Cell Carcinoma: A Case Report. Front Immunol, 15: 1370972.
[12] Herrmann SM, Abudayyeh A, Gupta S, et al., 2025, Diagnosis and Management of Immune Checkpoint Inhibitor-Associated Nephrotoxicity: A Position Statement from the American Society of Onco-Nephrology. Kidney Int, 107(1): 21–32.
[13] Hansen CM, Bachmann S, Su M, et al., 2025, Calcineurin Inhibitor Associated Nephrotoxicity in Kidney Transplantation-a Transplant Nephrologist’s Perspective. Acta Physiol (Oxf), 241(5): e70047.
[14] Oda Y, Nishi H, Hamano F, et al., 2025, Pyruvate Dehydrogenase and Cellular Metabolism in Calcineurin Inhibitor-Induced Kidney Fibrosis. J Am Soc Nephrol.
[15] Portales-Castillo I, Mount DB, Nigwekar SU, et al., 2022, Zoledronic Acid-Associated Fanconi Syndrome in Patients with Cancer. Am J Kidney Dis, 80(4): 555–559.
[16] Gartzke LP, de Boer TH, Wolfswinkel SSM, et al., 2025, Iron Chelation Prior to Static Cold Storage Decreases Lipid Peroxidation and Improves Gluconeogenesis during NMP in Isolated Porcine Kidneys. Biomed Pharmacother, 189: 118343.
[17] P F, R V, M LP, et al., 2023, Renal Function Underpins the Cyclooxygenase-2: Asymmetric Dimethylarginine Axis in Mouse and Man. Kidney International Reports, 8(6).

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