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Estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis C virus infection
BACKGROUND: Direct-acting antivirals (DAA) are highly effective at treating Hepatitis C virus (HCV) infection, with a cure rate >95%. However, the effect of DAAs on kidney function remains debated. METHODS: We analyzed electronic health record data for DAA-naive patients with chronic HCV infectio...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9106151/ https://www.ncbi.nlm.nih.gov/pubmed/35560032 http://dx.doi.org/10.1371/journal.pone.0268478 |
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author | O’Donnell, Adrienne Pham, Nathan Battisti, Leandra Epstein, Rachel Nunes, David Sawinski, Deirdre Lodi, Sara |
author_facet | O’Donnell, Adrienne Pham, Nathan Battisti, Leandra Epstein, Rachel Nunes, David Sawinski, Deirdre Lodi, Sara |
author_sort | O’Donnell, Adrienne |
collection | PubMed |
description | BACKGROUND: Direct-acting antivirals (DAA) are highly effective at treating Hepatitis C virus (HCV) infection, with a cure rate >95%. However, the effect of DAAs on kidney function remains debated. METHODS: We analyzed electronic health record data for DAA-naive patients with chronic HCV infection engaged in HCV care at Boston Medical Center between 2014 and 2018. We compared the following hypothetical interventions using causal inference methods: 1) initiation of DAA and 2) no DAA initiation. For patients with normal kidney function at baseline (eGFR>90 ml/min/1.73m(2)), we estimated and compared the risk for reaching Stage 3 chronic kidney disease (CKD) (eGFR≤60 ml/min/1.73m(2)) under each intervention. For patients with baseline CKD Stages 2–4 (15<eGFR≤90 ml/min/1.73m(2)), we estimated and compared the mean change in eGFR at 2 years after baseline under each intervention. We used the parametric g-formula to adjust our estimates for baseline and time-varying confounders. RESULTS: First, among 1390 patients with normal kidney function at baseline the estimated 2-year risk difference (95% CI) of reaching Stage 3 CKD for DAA initiation versus no DAA was -1% (-3, 2). Second, among 733 patients with CKD Stage 2–4 at baseline the estimated 2-year mean difference in change in eGFR for DAA initiation versus no DAA therapy was -3 ml/min/1.73m(2) (-8, 2). CONCLUSIONS: We found no effect of DAA initiation on kidney function, independent of baseline renal status. This suggests that DAAs may not be nephrotoxic; furthermore, in the short-term, HCV clearance may not improve CKD. |
format | Online Article Text |
id | pubmed-9106151 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-91061512022-05-14 Estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis C virus infection O’Donnell, Adrienne Pham, Nathan Battisti, Leandra Epstein, Rachel Nunes, David Sawinski, Deirdre Lodi, Sara PLoS One Research Article BACKGROUND: Direct-acting antivirals (DAA) are highly effective at treating Hepatitis C virus (HCV) infection, with a cure rate >95%. However, the effect of DAAs on kidney function remains debated. METHODS: We analyzed electronic health record data for DAA-naive patients with chronic HCV infection engaged in HCV care at Boston Medical Center between 2014 and 2018. We compared the following hypothetical interventions using causal inference methods: 1) initiation of DAA and 2) no DAA initiation. For patients with normal kidney function at baseline (eGFR>90 ml/min/1.73m(2)), we estimated and compared the risk for reaching Stage 3 chronic kidney disease (CKD) (eGFR≤60 ml/min/1.73m(2)) under each intervention. For patients with baseline CKD Stages 2–4 (15<eGFR≤90 ml/min/1.73m(2)), we estimated and compared the mean change in eGFR at 2 years after baseline under each intervention. We used the parametric g-formula to adjust our estimates for baseline and time-varying confounders. RESULTS: First, among 1390 patients with normal kidney function at baseline the estimated 2-year risk difference (95% CI) of reaching Stage 3 CKD for DAA initiation versus no DAA was -1% (-3, 2). Second, among 733 patients with CKD Stage 2–4 at baseline the estimated 2-year mean difference in change in eGFR for DAA initiation versus no DAA therapy was -3 ml/min/1.73m(2) (-8, 2). CONCLUSIONS: We found no effect of DAA initiation on kidney function, independent of baseline renal status. This suggests that DAAs may not be nephrotoxic; furthermore, in the short-term, HCV clearance may not improve CKD. Public Library of Science 2022-05-13 /pmc/articles/PMC9106151/ /pubmed/35560032 http://dx.doi.org/10.1371/journal.pone.0268478 Text en © 2022 O’Donnell et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article O’Donnell, Adrienne Pham, Nathan Battisti, Leandra Epstein, Rachel Nunes, David Sawinski, Deirdre Lodi, Sara Estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis C virus infection |
title | Estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis C virus infection |
title_full | Estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis C virus infection |
title_fullStr | Estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis C virus infection |
title_full_unstemmed | Estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis C virus infection |
title_short | Estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis C virus infection |
title_sort | estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis c virus infection |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9106151/ https://www.ncbi.nlm.nih.gov/pubmed/35560032 http://dx.doi.org/10.1371/journal.pone.0268478 |
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