Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1785136707543236608 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10654860 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT orkinchloe expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT schapirojonathanm expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT pernocarlof expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT kuritzkesdanielr expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT patelparul expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT demoorrebecca expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT doreydavid expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT wangyongwei expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT hankelong expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT vaneygenveerle expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT crauwelsherta expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT fordsusanl expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT lathamchristinel expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT stclairmarty expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT pollijosephw expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT vanveggelsimon expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT vandermeulenkati expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT damicoronald expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT gargesharmonyp expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT zolopaandrew expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT spreenwilliamr expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT vanwykjean expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure AT cutrellamyg expandedmultivariablemodelstoassistpatientselectionforlongactingcabotegravirrilpivirinetreatmentclinicalutilityofacombinationofpatientdrugconcentrationandviralfactorsassociatedwithvirologicfailure |