Proteinuria as a Predictor of Acute Kidney Injury in Intensive Care Unit Patients at Dr. Sardjito Hospital
Abstract
Background: Acute kidney injury (AKI) accounts for 32–77% of mortality in intensive care unit (ICU) patients in Indonesia and increases the risk of death up to eightfold at Dr. Sardjito General Hospital. Patient outcomes are greatly influenced by early detection, but diagnosis still relies on serum creatinine, which only increases after severe kidney damage. Proteinuria has the potential to be an early predictor of AKI with simple, inexpensive, and rarely studied tests.
Objective: To assess proteinuria as a predictor of AKI in ICU patients at Dr. Sardjito General Hospital, Yogyakarta.
Subject and Methods: This prospective cohort study involved ICU patients who met the inclusion and exclusion criteria and were grouped based on proteinuria status. Data analysis was performed univariately (descriptive tables), bivariately (Chi-square/Fisher's Exact and Mann-Whitney tests), and multivariate (logistic regression) for variables with p < 0.25 at the bivariate stage. Model validation was performed using receiver operating characteristic (ROC) curve analysis to assess discriminatory ability and Hosmer–Lemeshow testing for model calibration.
Result: Of the 187 patients screened, 151 patients met the criteria (median age 52 years; 47.7% male). Proteinuria was found in 51.7% of patients, with a AKI incidence of 10.6%. Bivariate analysis showed a significant association between proteinuria and AKI (19.2% vs. 1.4%; RR 14.04; p<0.001).
References
KDIGO Clinical Practice Guideline for Acute Kidney Injury. Kidney Int Suppl. 2012;2(1):1–138.
Ardiansyah F, Widyastuti Y, Jufan AY. Identifikasi faktor risiko kematian di ICU RSUP Dr. Sardjito. J Komplikasi Anestesi. 2021;9(2):35–42. Doi:10.22146/jka.v9i2.8345.
Baskoro R, Fitriani C. Acute kidney injury sebagai faktor prediktor kematian pasien di ICU RSUP Dr. Sardjito. UGM Repository. 2014. Available from: https://doi.org/10.22146/jka.v2i2.7206
Li SY, Chuang CL, Yang WC, Lin SJ. Proteinuria predicts postcardiotomy acute kidney injury in patients with preserved glomerular filtration rate. J Thorac Cardiovasc Surg. 2015;149(3):894–9. Doi: 10.1016/j.jtcvs.2014.10.054
Parikh CR, Lu JC, Coca SG, Devarajan P. Tubular proteinuria in acute kidney injury: a critical evaluation of current status and future promise. Annals of Clinical Biochemistry: Ann Clin Biochem. 2010;47(4):301–12. Doi: 10.1258/acb.2010.010076
Zou C, Wang C, Lu L. Advances in the study of subclinical AKI biomarkers. Front Physiol. 2022;13:1–15. Doi: https://doi.org/10.3389/fphys.2022.960059.
Chang CY, Chien YJ, Kao MC, Lin HY, Chen YL, Wu MY. Pre-operative proteinuria, postoperative acute kidney injury and mortality. European J Anaesthesiol. 2021;38(7):702–14. Doi: 10.1097/EJA.0000000000001542.
Grams ME, Astor BC, Bash LD, Matsushita K, Wang Y, Coresh J. Albuminuria and Estimated Glomerular Filtration Rate Independently Associated with Acute Kidney Injury. J Am Soc Nephrol. 2010;21(10):1757–64. Doi: https://doi.org/10.1681/asn.2010010128.
Sharma A, Gupta N, Srivastava D. Carotid intima-media thickness, flow-mediated dilatation and proteinuria in patients of human immunodeficiency virus-positive patients: A case–control study. J Fam Med Prim Care. 2018;7(2):362–67. Doi: 10.4103/jfmpc.jfmpc_34_17.
Haider MZ, Aslam A. Proteinuria . StatPearls. [internet]. 2023. Available from: https://www.ncbi.nlm.nih.gov/books/NBK564390/.
Wahed A, Quesada AE, Dasgupta A. Monoclonal gammopathy and its detection. In: Hematology and coagulation. 2015:117–132. Doi:10.1016/B978-0-12-800241-4.00007-3.
Hu JY, Meng XC, Han J, Xiang F, Fang YD, Wu J, et al. Relation between proteinuria and acute kidney injury in patients with severe burns. Crit Care. 2012;16(R172):1–9. Doi: https://doi.org/10.1186/cc11649.
Han SS, Ahn SY, Ryu J, Baek SH, Chin HJ, Na KY, et al. Proteinuria and hematuria are associated with acute kidney injury and mortality in critically ill patients: a retrospective observational study. BMC Nephrol. 2014;15(93):1–8. Doi: https://doi.org/10.1186/1471-2369-15-93
Charan J, Biswas T. How to Calculate Sample Size for Different Study Designs in Medical Research?. Indian J Psychol Med. 2013;35(2):121–6. Doi: 10.4103/0253-7176.116232
Sysmex Corporation. Fully automated urine chemistry analyzer: UC-3500 instructions for use. Kobe: Sysmex; 2016. Available from: https://www.sysmex-ap.com/product/uc-3500/
Yeter HH, Yildirim T, Eyupoglu ND, Pasayev T, Aslan AT, Cetik S, et al. Mild to moderate proteinuria is a heralding sign for acute kidney injury and mortality for intensive care unit patients. Turk J Med Sci. 2019;49(2):543–50. Doi: http://doi.org/10.3906/sag-1802-183
Chaudhri I, Moffitt R, Taub E, Annadi RR, Hoai M, Bolotova O, et al. Association of proteinuria and hematuria with acute kidney injury and mortality in hospitalized patients with COVID-19. Kidney & Blood Pressure Research. 2020;45(6):1018–32. Doi: https://doi.org/10.1159/000511946.
Herawati S. Proper sampling and analysis of urine. Departemen Patologi Klinis, Fakultas Kedokteran Universitas Udayana/RSUP Prof Dr. IGNG Ngoerah. Denpasar. 2023.
Shepherd E. Specimen collection 2: obtaining a catheter specimen of urine. Nursing Times. 2017: 29–31. Available from: https://s3-eu-west-1.amazonaws.com/emap-moon-prod/wp-content/uploads/sites/3/2017/07/170712-Specimen-collection-2-obtaining-a-catheter-specimen-of-urine_V2.pdf.
UPTD Laboratorium Kesehatan Daerah Pasuruan. Pedoman prosedur laboratorium klinik. Pasuruan: UPTD; 2017. Available from: https://labkesda.pasuruankab.go.id/halaman/standar-pelayanan-klinik
Park S, Woo J, Leem S, Heo NH, Cho NJ, Gil H, et al. Transiently observed trace albuminuria on urine dipstick test is associated with All-Cause death, cardiovascular death, and incident chronic kidney disease: a National Health Insurance Service-National Sample cohort in Korea. Frontiers Cardiovasc Med. [Internet]. 2022;9:882599:1–10. Available from: https://doi.org/10.3389/fcvm.2022.882599.
Lydia A, Rebecca RV, Sedono R, Arif Mansjoer. FFactors associated with mortality of intensive care unit patients with acute kidney injury at Cipto Mangunkusumo national central general hospital. Acta Med Indones. 2019;51(4):324–30. Available from: https://pubmed.ncbi.nlm.nih.gov/32041916/
Hidayat H, Pradian E, Kestriani ND. Angka Kejadian, Lama Rawat, dan Mortalitas Pasien Acute Kidney Injury di ICU RSUP Dr. Hasan Sadikin Bandung. J Anestesi Perioperatif. 2020;8(2):108–18. Doi: https://doi.org/10.15851/jap.v8n2.2054
Golestaneh L, Basalely A, Linkermann A, El-Achkar TM, Kim RS, Neugarten J. Sex, Acute kidney injury, and Age: A Prospective Cohort Study. Am J Kidney Dis. 2024;85(3):329–38.e1. Doi: 10.1053/j.ajkd.2024.10.003
Ronco C, Bellasi A, Lullo LD. Cardiorenal Syndrome: An Overview. Adv Chronic Kid-ney Dis. 2018;25(5):382–90. Doi: 10.1053/j.ackd.2018.08.004
AbdaAllah EE. Proteinuria and outcome of acute kidney injury in critically III patients. Jordan J Applied Sci Nat Sci Series. 202; 15:1-5. Available from: https://jas.asu.edu.jo/index.php/jjoas-n/article/download/2181/959/18017
Copyright (c) 2026 Ismail Ihsan, Calcarina Fitriani Retno Wisudarti, Ahmad Yun Jufan

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
The Contributor and the company/institution agree that all copies of the Final Published
Version or any part thereof distributed or posted by them in print or electronic format as permitted herein will include the notice of copyright as stipulated in the Journal and a full citation to the Journal.












