Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy

Detalhes bibliográficos
Autor(a) principal: Rb-Silva, R.
Data de Publicação: 2019
Outros Autores: Nobrega, C., Azevedo, C., Athayde, E., Canto-Gomes, J., Ferreira, I., Cheynier, R., Yates, A., Horta, Ana, Correia-Neves, M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.16/2381
Resumo: Poor immunological responders (PIR) are HIV-infected patients with virologic suppression upon antiretroviral therapy (ART) but persistently low CD4+ T cell counts. Early identification of PIR is important given their higher morbimortality compared to adequate immune responders (AIR). In this study, 33 patients severely lymphopenic at ART onset, were followed for at least 36 months, and classified as PIR or AIR using cluster analysis grounded on their CD4+ T cell count trajectories. Based on a variety of immunological parameters, we built predictive models of PIR/AIR outcome using logistic regression. All PIR had CD4+ T cell counts consistently below 500 cells/μL, while all AIR reached this threshold. AIR showed a higher percentage of recent thymic emigrants among CD4+ T cells; higher numbers of sj-TRECs and greater sj/β TREC ratios; and significant increases in thymic volume from baseline to 12 months of ART. We identified mathematical models that correctly predicted PIR/AIR outcome after 36 months of therapy in 77-87% of the cases, based on observations made until 2-6 months after ART onset. This study highlights the importance of thymic activity in the immune recovery of severely lymphopenic patients, and may help to select the patients that will benefit from closer follow-up or novel therapeutic approaches.
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spelling Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral TherapyCD4+ T cellsHIV infectionantiretroviral therapyimmune activationimmune recoverypoor immunological responderspredictive modelingthymic functionePoor immunological responders (PIR) are HIV-infected patients with virologic suppression upon antiretroviral therapy (ART) but persistently low CD4+ T cell counts. Early identification of PIR is important given their higher morbimortality compared to adequate immune responders (AIR). In this study, 33 patients severely lymphopenic at ART onset, were followed for at least 36 months, and classified as PIR or AIR using cluster analysis grounded on their CD4+ T cell count trajectories. Based on a variety of immunological parameters, we built predictive models of PIR/AIR outcome using logistic regression. All PIR had CD4+ T cell counts consistently below 500 cells/μL, while all AIR reached this threshold. AIR showed a higher percentage of recent thymic emigrants among CD4+ T cells; higher numbers of sj-TRECs and greater sj/β TREC ratios; and significant increases in thymic volume from baseline to 12 months of ART. We identified mathematical models that correctly predicted PIR/AIR outcome after 36 months of therapy in 77-87% of the cases, based on observations made until 2-6 months after ART onset. This study highlights the importance of thymic activity in the immune recovery of severely lymphopenic patients, and may help to select the patients that will benefit from closer follow-up or novel therapeutic approaches.This work was supported by: FEDER, through the Competitiveness Factors Operational Program (COMPETE); by National funds, through the Foundation for Science and Technology (FCT), under the scope of the project POCI-01-0145-FEDER-00(7038) and by Programa Gilead GÉNESE (PGG/018/2017). RR-S and JC-G were supported by FCT grants, in the context of PhDOC—Doctoral Program in Aging and Chronic Diseases (PD/BD/106047/2015 and PD/BD/137433/2018, respectively). CN was also supported by a grant from FCT (SFRH/BPD/112001/2015). CA and EA were partially supported by Portuguese Funds through FCT within the project UID/MAT/00013/2013. AY was supported by Arthritis Research UK.Frontiers MediaRepositório Científico do Centro Hospitalar Universitário de Santo AntónioRb-Silva, R.Nobrega, C.Azevedo, C.Athayde, E.Canto-Gomes, J.Ferreira, I.Cheynier, R.Yates, A.Horta, AnaCorreia-Neves, M.2020-05-12T10:04:01Z20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.16/2381engRb-Silva R, Nobrega C, Azevedo C, et al. Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy. Front Immunol. 2019;10:25. Published 2019 Feb 5. doi:10.3389/fimmu.2019.000251664-322410.3389/fimmu.2019.00025info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-10-20T11:00:30Zoai:repositorio.chporto.pt:10400.16/2381Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:38:35.072154Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy
title Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy
spellingShingle Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy
Rb-Silva, R.
CD4+ T cells
HIV infection
antiretroviral therapy
immune activation
immune recovery
poor immunological responders
predictive modeling
thymic function
e
title_short Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy
title_full Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy
title_fullStr Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy
title_full_unstemmed Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy
title_sort Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy
author Rb-Silva, R.
author_facet Rb-Silva, R.
Nobrega, C.
Azevedo, C.
Athayde, E.
Canto-Gomes, J.
Ferreira, I.
Cheynier, R.
Yates, A.
Horta, Ana
Correia-Neves, M.
author_role author
author2 Nobrega, C.
Azevedo, C.
Athayde, E.
Canto-Gomes, J.
Ferreira, I.
Cheynier, R.
Yates, A.
Horta, Ana
Correia-Neves, M.
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Centro Hospitalar Universitário de Santo António
dc.contributor.author.fl_str_mv Rb-Silva, R.
Nobrega, C.
Azevedo, C.
Athayde, E.
Canto-Gomes, J.
Ferreira, I.
Cheynier, R.
Yates, A.
Horta, Ana
Correia-Neves, M.
dc.subject.por.fl_str_mv CD4+ T cells
HIV infection
antiretroviral therapy
immune activation
immune recovery
poor immunological responders
predictive modeling
thymic function
e
topic CD4+ T cells
HIV infection
antiretroviral therapy
immune activation
immune recovery
poor immunological responders
predictive modeling
thymic function
e
description Poor immunological responders (PIR) are HIV-infected patients with virologic suppression upon antiretroviral therapy (ART) but persistently low CD4+ T cell counts. Early identification of PIR is important given their higher morbimortality compared to adequate immune responders (AIR). In this study, 33 patients severely lymphopenic at ART onset, were followed for at least 36 months, and classified as PIR or AIR using cluster analysis grounded on their CD4+ T cell count trajectories. Based on a variety of immunological parameters, we built predictive models of PIR/AIR outcome using logistic regression. All PIR had CD4+ T cell counts consistently below 500 cells/μL, while all AIR reached this threshold. AIR showed a higher percentage of recent thymic emigrants among CD4+ T cells; higher numbers of sj-TRECs and greater sj/β TREC ratios; and significant increases in thymic volume from baseline to 12 months of ART. We identified mathematical models that correctly predicted PIR/AIR outcome after 36 months of therapy in 77-87% of the cases, based on observations made until 2-6 months after ART onset. This study highlights the importance of thymic activity in the immune recovery of severely lymphopenic patients, and may help to select the patients that will benefit from closer follow-up or novel therapeutic approaches.
publishDate 2019
dc.date.none.fl_str_mv 2019
2019-01-01T00:00:00Z
2020-05-12T10:04:01Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.16/2381
url http://hdl.handle.net/10400.16/2381
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Rb-Silva R, Nobrega C, Azevedo C, et al. Thymic Function as a Predictor of Immune Recovery in Chronically HIV-Infected Patients Initiating Antiretroviral Therapy. Front Immunol. 2019;10:25. Published 2019 Feb 5. doi:10.3389/fimmu.2019.00025
1664-3224
10.3389/fimmu.2019.00025
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Frontiers Media
publisher.none.fl_str_mv Frontiers Media
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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