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1598. Predictive equations for immune recovery at 48 weeks of BIC/FTC/TAF treatment in Virologically Suppressed PLWHIV.

BACKGROUND: The possibility to anticipate immune recovery could be of great interest when a switching strategy is planned, especially among those patients with low CD4+ count as an indirect marker of potential immunological success not only in absolute CD4+ and CD8+ count but also with CD4/CD8 ratio...

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Autores principales: Tomé, Roberto Pedrero, Buzón, Luis, Pousada, Guillermo, Dueñas, Carlos, Galera, Carlos, Sanz, Jose, Troya, Jesús
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10678775/
http://dx.doi.org/10.1093/ofid/ofad500.1433
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author Tomé, Roberto Pedrero
Buzón, Luis
Pousada, Guillermo
Dueñas, Carlos
Galera, Carlos
Sanz, Jose
Troya, Jesús
author_facet Tomé, Roberto Pedrero
Buzón, Luis
Pousada, Guillermo
Dueñas, Carlos
Galera, Carlos
Sanz, Jose
Troya, Jesús
author_sort Tomé, Roberto Pedrero
collection PubMed
description BACKGROUND: The possibility to anticipate immune recovery could be of great interest when a switching strategy is planned, especially among those patients with low CD4+ count as an indirect marker of potential immunological success not only in absolute CD4+ and CD8+ count but also with CD4/CD8 ratio. The objective is to provide predictive equations that allow prognostication of 48-week immune recovery in HIV-positive men and women treated with BIC/FTC/TAF based on baseline CD4+ and CD8+ cell counts. METHODS: We collected data from 1315 adult patients with undetectable HIV+ who switched to a bictegravir/emtricitabine/tenofovir triple therapy regimen (1028 men; 287 women). We studied CD4+ and CD8+ cell counts at baseline and 48 weeks. Simple linear regression models were performed to predict patient immune status at 48 weeks according to patient sex. A logarithmic transformation of each variable was performed to obtain equations with higher predictive power. Each simple linear regression model was validated by an ANOVA test (p < 0.001). In addition, the assumptions of linearity, normality of residuals (Shapiro-Wilk test), homoscedasticity (Breusch-Pagan test), and independence of residuals were verified using the Durbin-Watson test. Each model was internally validated with one-third of the dataset using a bootstrap of 5000 iterations. RESULTS: All four proposed equations yield good predictive values (adjusted R-squared: 0.705 - 0.835). In the case of women, the proposed formulae are as follows: [1] 48 weeks Log10 [CD8+ cells/mm(3)] = 0.923 + 0.671*Baseline Log10 [CD8+ cells/mm3] (adjusted R-squared = 0.835); [2] 48 weeks Log10 [CD4+ cells/mm3] = 0.702 + 0.757*Baseline Log10 [CD4+ cells/mm(3)]] (adjusted R-squared = 0.746). For males, the formulas are as follows: [1] 48 weeks Log10 [CD8+ cells/mm(3)] = 1.392 + 0.571*Baseline Log10 [CD8+ cells/mm(3)] (adjusted R-squared = 0.705); [2] 48 weeks Log10 [CD4+ cells/mm(3)] = 0.605 + 0.795*Baseline Log10 [CD4+ cells/mm(3)] (adjusted R-squared = 0.810). The results obtained in the bootstrap do not differ from the initial models and therefore support the equations proposed. CONCLUSION: Available data on immunological recovery in patients with triple therapy are scarce, and this could be an adjunct to predicting the evolution of these patients. DISCLOSURES: Luis Buzón, MD, PhD, Janssen: Advisor/Consultant|Janssen: Expert Testimony|MSD: Expert Testimony|Viiv: Advisor/Consultant|Viiv: Expert Testimony Carlos Dueñas, MD, Gilead: Advisor/Consultant|Gilead: Expert Testimony|Jannsen: Advisor/Consultant|Jannsen: Expert Testimony Jose Sanz, MD, PhD, Gilead: Expert Testimony|Janssen: Expert Testimony|MSD: Expert Testimony|ViiV: Expert Testimony Jesús Troya, Staff, Gilead: Advisor/Consultant|Gilead: Expert Testimony|Janssen: Board Member|Janssen: Grant/Research Support|ViiV: Advisor/Consultant
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spelling pubmed-106787752023-11-27 1598. Predictive equations for immune recovery at 48 weeks of BIC/FTC/TAF treatment in Virologically Suppressed PLWHIV. Tomé, Roberto Pedrero Buzón, Luis Pousada, Guillermo Dueñas, Carlos Galera, Carlos Sanz, Jose Troya, Jesús Open Forum Infect Dis Abstract BACKGROUND: The possibility to anticipate immune recovery could be of great interest when a switching strategy is planned, especially among those patients with low CD4+ count as an indirect marker of potential immunological success not only in absolute CD4+ and CD8+ count but also with CD4/CD8 ratio. The objective is to provide predictive equations that allow prognostication of 48-week immune recovery in HIV-positive men and women treated with BIC/FTC/TAF based on baseline CD4+ and CD8+ cell counts. METHODS: We collected data from 1315 adult patients with undetectable HIV+ who switched to a bictegravir/emtricitabine/tenofovir triple therapy regimen (1028 men; 287 women). We studied CD4+ and CD8+ cell counts at baseline and 48 weeks. Simple linear regression models were performed to predict patient immune status at 48 weeks according to patient sex. A logarithmic transformation of each variable was performed to obtain equations with higher predictive power. Each simple linear regression model was validated by an ANOVA test (p < 0.001). In addition, the assumptions of linearity, normality of residuals (Shapiro-Wilk test), homoscedasticity (Breusch-Pagan test), and independence of residuals were verified using the Durbin-Watson test. Each model was internally validated with one-third of the dataset using a bootstrap of 5000 iterations. RESULTS: All four proposed equations yield good predictive values (adjusted R-squared: 0.705 - 0.835). In the case of women, the proposed formulae are as follows: [1] 48 weeks Log10 [CD8+ cells/mm(3)] = 0.923 + 0.671*Baseline Log10 [CD8+ cells/mm3] (adjusted R-squared = 0.835); [2] 48 weeks Log10 [CD4+ cells/mm3] = 0.702 + 0.757*Baseline Log10 [CD4+ cells/mm(3)]] (adjusted R-squared = 0.746). For males, the formulas are as follows: [1] 48 weeks Log10 [CD8+ cells/mm(3)] = 1.392 + 0.571*Baseline Log10 [CD8+ cells/mm(3)] (adjusted R-squared = 0.705); [2] 48 weeks Log10 [CD4+ cells/mm(3)] = 0.605 + 0.795*Baseline Log10 [CD4+ cells/mm(3)] (adjusted R-squared = 0.810). The results obtained in the bootstrap do not differ from the initial models and therefore support the equations proposed. CONCLUSION: Available data on immunological recovery in patients with triple therapy are scarce, and this could be an adjunct to predicting the evolution of these patients. DISCLOSURES: Luis Buzón, MD, PhD, Janssen: Advisor/Consultant|Janssen: Expert Testimony|MSD: Expert Testimony|Viiv: Advisor/Consultant|Viiv: Expert Testimony Carlos Dueñas, MD, Gilead: Advisor/Consultant|Gilead: Expert Testimony|Jannsen: Advisor/Consultant|Jannsen: Expert Testimony Jose Sanz, MD, PhD, Gilead: Expert Testimony|Janssen: Expert Testimony|MSD: Expert Testimony|ViiV: Expert Testimony Jesús Troya, Staff, Gilead: Advisor/Consultant|Gilead: Expert Testimony|Janssen: Board Member|Janssen: Grant/Research Support|ViiV: Advisor/Consultant Oxford University Press 2023-11-27 /pmc/articles/PMC10678775/ http://dx.doi.org/10.1093/ofid/ofad500.1433 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Infectious Diseases Society of America. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstract
Tomé, Roberto Pedrero
Buzón, Luis
Pousada, Guillermo
Dueñas, Carlos
Galera, Carlos
Sanz, Jose
Troya, Jesús
1598. Predictive equations for immune recovery at 48 weeks of BIC/FTC/TAF treatment in Virologically Suppressed PLWHIV.
title 1598. Predictive equations for immune recovery at 48 weeks of BIC/FTC/TAF treatment in Virologically Suppressed PLWHIV.
title_full 1598. Predictive equations for immune recovery at 48 weeks of BIC/FTC/TAF treatment in Virologically Suppressed PLWHIV.
title_fullStr 1598. Predictive equations for immune recovery at 48 weeks of BIC/FTC/TAF treatment in Virologically Suppressed PLWHIV.
title_full_unstemmed 1598. Predictive equations for immune recovery at 48 weeks of BIC/FTC/TAF treatment in Virologically Suppressed PLWHIV.
title_short 1598. Predictive equations for immune recovery at 48 weeks of BIC/FTC/TAF treatment in Virologically Suppressed PLWHIV.
title_sort 1598. predictive equations for immune recovery at 48 weeks of bic/ftc/taf treatment in virologically suppressed plwhiv.
topic Abstract
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10678775/
http://dx.doi.org/10.1093/ofid/ofad500.1433
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