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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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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 |
format | Online Article Text |
id | pubmed-10678775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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