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Expanded Multivariable Models to Assist Patient Selection for Long-Acting Cabotegravir + Rilpivirine Treatment: Clinical Utility of a Combination of Patient, Drug Concentration, and Viral Factors Associated With Virologic Failure

BACKGROUND: Previously reported post hoc multivariable analyses exploring predictors of confirmed virologic failure (CVF) with cabotegravir + rilpivirine long-acting (CAB + RPV LA) were expanded to include data beyond week 48, additional covariates, and additional participants. METHODS: Pooled data...

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Autores principales: Orkin, Chloe, Schapiro, Jonathan M, Perno, Carlo F, Kuritzkes, Daniel R, Patel, Parul, DeMoor, Rebecca, Dorey, David, Wang, Yongwei, Han, Kelong, Van Eygen, Veerle, Crauwels, Herta, Ford, Susan L, Latham, Christine L, St. Clair, Marty, Polli, Joseph W, Vanveggel, Simon, Vandermeulen, Kati, D’Amico, Ronald, Garges, Harmony P, Zolopa, Andrew, Spreen, William R, van Wyk, Jean, Cutrell, Amy G
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654860/
https://www.ncbi.nlm.nih.gov/pubmed/37340869
http://dx.doi.org/10.1093/cid/ciad370
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author Orkin, Chloe
Schapiro, Jonathan M
Perno, Carlo F
Kuritzkes, Daniel R
Patel, Parul
DeMoor, Rebecca
Dorey, David
Wang, Yongwei
Han, Kelong
Van Eygen, Veerle
Crauwels, Herta
Ford, Susan L
Latham, Christine L
St. Clair, Marty
Polli, Joseph W
Vanveggel, Simon
Vandermeulen, Kati
D’Amico, Ronald
Garges, Harmony P
Zolopa, Andrew
Spreen, William R
van Wyk, Jean
Cutrell, Amy G
author_facet Orkin, Chloe
Schapiro, Jonathan M
Perno, Carlo F
Kuritzkes, Daniel R
Patel, Parul
DeMoor, Rebecca
Dorey, David
Wang, Yongwei
Han, Kelong
Van Eygen, Veerle
Crauwels, Herta
Ford, Susan L
Latham, Christine L
St. Clair, Marty
Polli, Joseph W
Vanveggel, Simon
Vandermeulen, Kati
D’Amico, Ronald
Garges, Harmony P
Zolopa, Andrew
Spreen, William R
van Wyk, Jean
Cutrell, Amy G
author_sort Orkin, Chloe
collection PubMed
description BACKGROUND: Previously reported post hoc multivariable analyses exploring predictors of confirmed virologic failure (CVF) with cabotegravir + rilpivirine long-acting (CAB + RPV LA) were expanded to include data beyond week 48, additional covariates, and additional participants. METHODS: Pooled data from 1651 participants were used to explore dosing regimen (every 4 or every 8 weeks), demographic, viral, and pharmacokinetic covariates as potential predictors of CVF. Prior dosing regimen experience was accounted for using 2 populations. Two models were conducted in each population—baseline factor analyses exploring factors known at baseline and multivariable analyses exploring baseline factors plus postbaseline model-predicted CAB/RPV trough concentrations (4 and 44 weeks postinjection). Retained factors were evaluated to understand their contribution to CVF (alone or in combination). RESULTS: Overall, 1.4% (n = 23/1651) of participants had CVF through 152 weeks. The presence of RPV resistance-associated mutations, human immunodeficiency virus-1 subtype A6/A1, and body mass index ≥30 kg/m(2) were associated with an increased risk of CVF (P < .05 adjusted incidence rate ratio), with participants with ≥2 of these baseline factors having a higher risk of CVF. Lower model-predicted CAB/RPV troughs were additional factors retained for multivariable analyses. CONCLUSIONS: The presence of ≥2 baseline factors (RPV resistance-associated mutations, A6/A1 subtype, and/or body mass index ≥30 kg/m(2)) was associated with increased CVF risk, consistent with prior analyses. Inclusion of initial model-predicted CAB/RPV trough concentrations (≤first quartile) did not improve the prediction of CVF beyond the presence of a combination of ≥2 baseline factors, reinforcing the clinical utility of the baseline factors in the appropriate use of CAB + RPV LA.
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spelling pubmed-106548602023-06-21 Expanded Multivariable Models to Assist Patient Selection for Long-Acting Cabotegravir + Rilpivirine Treatment: Clinical Utility of a Combination of Patient, Drug Concentration, and Viral Factors Associated With Virologic Failure Orkin, Chloe Schapiro, Jonathan M Perno, Carlo F Kuritzkes, Daniel R Patel, Parul DeMoor, Rebecca Dorey, David Wang, Yongwei Han, Kelong Van Eygen, Veerle Crauwels, Herta Ford, Susan L Latham, Christine L St. Clair, Marty Polli, Joseph W Vanveggel, Simon Vandermeulen, Kati D’Amico, Ronald Garges, Harmony P Zolopa, Andrew Spreen, William R van Wyk, Jean Cutrell, Amy G Clin Infect Dis Major Article BACKGROUND: Previously reported post hoc multivariable analyses exploring predictors of confirmed virologic failure (CVF) with cabotegravir + rilpivirine long-acting (CAB + RPV LA) were expanded to include data beyond week 48, additional covariates, and additional participants. METHODS: Pooled data from 1651 participants were used to explore dosing regimen (every 4 or every 8 weeks), demographic, viral, and pharmacokinetic covariates as potential predictors of CVF. Prior dosing regimen experience was accounted for using 2 populations. Two models were conducted in each population—baseline factor analyses exploring factors known at baseline and multivariable analyses exploring baseline factors plus postbaseline model-predicted CAB/RPV trough concentrations (4 and 44 weeks postinjection). Retained factors were evaluated to understand their contribution to CVF (alone or in combination). RESULTS: Overall, 1.4% (n = 23/1651) of participants had CVF through 152 weeks. The presence of RPV resistance-associated mutations, human immunodeficiency virus-1 subtype A6/A1, and body mass index ≥30 kg/m(2) were associated with an increased risk of CVF (P < .05 adjusted incidence rate ratio), with participants with ≥2 of these baseline factors having a higher risk of CVF. Lower model-predicted CAB/RPV troughs were additional factors retained for multivariable analyses. CONCLUSIONS: The presence of ≥2 baseline factors (RPV resistance-associated mutations, A6/A1 subtype, and/or body mass index ≥30 kg/m(2)) was associated with increased CVF risk, consistent with prior analyses. Inclusion of initial model-predicted CAB/RPV trough concentrations (≤first quartile) did not improve the prediction of CVF beyond the presence of a combination of ≥2 baseline factors, reinforcing the clinical utility of the baseline factors in the appropriate use of CAB + RPV LA. Oxford University Press 2023-06-21 /pmc/articles/PMC10654860/ /pubmed/37340869 http://dx.doi.org/10.1093/cid/ciad370 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Infectious Diseases Society of America. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Major Article
Orkin, Chloe
Schapiro, Jonathan M
Perno, Carlo F
Kuritzkes, Daniel R
Patel, Parul
DeMoor, Rebecca
Dorey, David
Wang, Yongwei
Han, Kelong
Van Eygen, Veerle
Crauwels, Herta
Ford, Susan L
Latham, Christine L
St. Clair, Marty
Polli, Joseph W
Vanveggel, Simon
Vandermeulen, Kati
D’Amico, Ronald
Garges, Harmony P
Zolopa, Andrew
Spreen, William R
van Wyk, Jean
Cutrell, Amy G
Expanded Multivariable Models to Assist Patient Selection for Long-Acting Cabotegravir + Rilpivirine Treatment: Clinical Utility of a Combination of Patient, Drug Concentration, and Viral Factors Associated With Virologic Failure
title Expanded Multivariable Models to Assist Patient Selection for Long-Acting Cabotegravir + Rilpivirine Treatment: Clinical Utility of a Combination of Patient, Drug Concentration, and Viral Factors Associated With Virologic Failure
title_full Expanded Multivariable Models to Assist Patient Selection for Long-Acting Cabotegravir + Rilpivirine Treatment: Clinical Utility of a Combination of Patient, Drug Concentration, and Viral Factors Associated With Virologic Failure
title_fullStr Expanded Multivariable Models to Assist Patient Selection for Long-Acting Cabotegravir + Rilpivirine Treatment: Clinical Utility of a Combination of Patient, Drug Concentration, and Viral Factors Associated With Virologic Failure
title_full_unstemmed Expanded Multivariable Models to Assist Patient Selection for Long-Acting Cabotegravir + Rilpivirine Treatment: Clinical Utility of a Combination of Patient, Drug Concentration, and Viral Factors Associated With Virologic Failure
title_short Expanded Multivariable Models to Assist Patient Selection for Long-Acting Cabotegravir + Rilpivirine Treatment: Clinical Utility of a Combination of Patient, Drug Concentration, and Viral Factors Associated With Virologic Failure
title_sort expanded multivariable models to assist patient selection for long-acting cabotegravir + rilpivirine treatment: clinical utility of a combination of patient, drug concentration, and viral factors associated with virologic failure
topic Major Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654860/
https://www.ncbi.nlm.nih.gov/pubmed/37340869
http://dx.doi.org/10.1093/cid/ciad370
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