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Urine testing to differentiate glomerular from tubulointerstitial diseases on kidney biopsy
BACKGROUND: Differentiating between glomerular and tubulointerstitial diseases can guide selection of appropriate patients for kidney biopsy. The aim of this study is to identify urine tests that can differentiate between these histological diagnoses. METHODS: In this sub-study of a prospectively en...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9018443/ https://www.ncbi.nlm.nih.gov/pubmed/35465621 http://dx.doi.org/10.1016/j.plabm.2022.e00271 |
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author | Tran, Anna C. Melchinger, Hannah Weinstein, Jason Shaw, Melissa Kent, Candice Perazella, Mark A. Wilson, F. Perry Parikh, Chirag R. Moledina, Dennis G. |
author_facet | Tran, Anna C. Melchinger, Hannah Weinstein, Jason Shaw, Melissa Kent, Candice Perazella, Mark A. Wilson, F. Perry Parikh, Chirag R. Moledina, Dennis G. |
author_sort | Tran, Anna C. |
collection | PubMed |
description | BACKGROUND: Differentiating between glomerular and tubulointerstitial diseases can guide selection of appropriate patients for kidney biopsy. The aim of this study is to identify urine tests that can differentiate between these histological diagnoses. METHODS: In this sub-study of a prospectively enrolled cohort of participants with urine samples concurrent with their kidney biopsy, we tested the association of 24 features on urinalysis, urine sediment microscopy, and biomarkers of glomerular and tubular injury and inflammation with histological diagnosis of glomerular or tubulointerstitial disease. We selected a combination of features associated with glomerular disease using stepwise forward and backward regression, and LASSO algorithm after dividing the cohort into training (70%) and test (30%) sets. RESULTS: Of 359 participants, 121 had glomerular, 89 had tubulointerstitial diseases, and 149 were classified as mixed. Compared to patients with tubulointerstitial diseases, those with glomerular diseases had more dipstick hematuria (3+ vs. 1+, P < 0.001) and urine albumin (1.25 vs. 0.09 mg/mg, P < 0.001). Patients with glomerular diseases had higher levels of tubular health biomarkers (Uromodulin, 1.22 vs. 0.92, P = 0.03). In a multivariable model, higher urine albumin, dipstick blood, and urine uromodulin were independently associated with higher odds of glomerular diseases (test set AUC, 0.81 (0.69, 0.93)). CONCLUSION: Urine tests, including urine albumin, dipstick blood, and urine uromodulin, were associated with the histological diagnosis of glomerular disease. These findings can help clinicians differentiate between glomerular and tubulointerstitial diseases and guide clinical decisions regarding a kidney biopsy. |
format | Online Article Text |
id | pubmed-9018443 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-90184432022-04-21 Urine testing to differentiate glomerular from tubulointerstitial diseases on kidney biopsy Tran, Anna C. Melchinger, Hannah Weinstein, Jason Shaw, Melissa Kent, Candice Perazella, Mark A. Wilson, F. Perry Parikh, Chirag R. Moledina, Dennis G. Pract Lab Med Special issue on Advances in Laboratory Detection of Acute Kidney Injury edited by Joe El-Khoury BACKGROUND: Differentiating between glomerular and tubulointerstitial diseases can guide selection of appropriate patients for kidney biopsy. The aim of this study is to identify urine tests that can differentiate between these histological diagnoses. METHODS: In this sub-study of a prospectively enrolled cohort of participants with urine samples concurrent with their kidney biopsy, we tested the association of 24 features on urinalysis, urine sediment microscopy, and biomarkers of glomerular and tubular injury and inflammation with histological diagnosis of glomerular or tubulointerstitial disease. We selected a combination of features associated with glomerular disease using stepwise forward and backward regression, and LASSO algorithm after dividing the cohort into training (70%) and test (30%) sets. RESULTS: Of 359 participants, 121 had glomerular, 89 had tubulointerstitial diseases, and 149 were classified as mixed. Compared to patients with tubulointerstitial diseases, those with glomerular diseases had more dipstick hematuria (3+ vs. 1+, P < 0.001) and urine albumin (1.25 vs. 0.09 mg/mg, P < 0.001). Patients with glomerular diseases had higher levels of tubular health biomarkers (Uromodulin, 1.22 vs. 0.92, P = 0.03). In a multivariable model, higher urine albumin, dipstick blood, and urine uromodulin were independently associated with higher odds of glomerular diseases (test set AUC, 0.81 (0.69, 0.93)). CONCLUSION: Urine tests, including urine albumin, dipstick blood, and urine uromodulin, were associated with the histological diagnosis of glomerular disease. These findings can help clinicians differentiate between glomerular and tubulointerstitial diseases and guide clinical decisions regarding a kidney biopsy. Elsevier 2022-04-06 /pmc/articles/PMC9018443/ /pubmed/35465621 http://dx.doi.org/10.1016/j.plabm.2022.e00271 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Special issue on Advances in Laboratory Detection of Acute Kidney Injury edited by Joe El-Khoury Tran, Anna C. Melchinger, Hannah Weinstein, Jason Shaw, Melissa Kent, Candice Perazella, Mark A. Wilson, F. Perry Parikh, Chirag R. Moledina, Dennis G. Urine testing to differentiate glomerular from tubulointerstitial diseases on kidney biopsy |
title | Urine testing to differentiate glomerular from tubulointerstitial diseases on kidney biopsy |
title_full | Urine testing to differentiate glomerular from tubulointerstitial diseases on kidney biopsy |
title_fullStr | Urine testing to differentiate glomerular from tubulointerstitial diseases on kidney biopsy |
title_full_unstemmed | Urine testing to differentiate glomerular from tubulointerstitial diseases on kidney biopsy |
title_short | Urine testing to differentiate glomerular from tubulointerstitial diseases on kidney biopsy |
title_sort | urine testing to differentiate glomerular from tubulointerstitial diseases on kidney biopsy |
topic | Special issue on Advances in Laboratory Detection of Acute Kidney Injury edited by Joe El-Khoury |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9018443/ https://www.ncbi.nlm.nih.gov/pubmed/35465621 http://dx.doi.org/10.1016/j.plabm.2022.e00271 |
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