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1.
Nat Commun ; 13(1): 19, 2022 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-35013235

RESUMO

T cells play a vital role in combatting SARS-CoV-2 and forming long-term memory responses. Whereas extensive structural information is available on neutralizing antibodies against SARS-CoV-2, such information on SARS-CoV-2-specific T-cell receptors (TCRs) bound to their peptide-MHC targets is lacking. Here we determine the structures of a public and a private TCR from COVID-19 convalescent patients in complex with HLA-A2 and two SARS-CoV-2 spike protein epitopes (YLQ and RLQ). The structures reveal the basis for selection of particular TRAV and TRBV germline genes by the public but not the private TCR, and for the ability of the TCRs to recognize natural variants of RLQ but not YLQ. Neither TCR recognizes homologous epitopes from human seasonal coronaviruses. By elucidating the mechanism for TCR recognition of an immunodominant yet variable epitope (YLQ) and a conserved but less commonly targeted epitope (RLQ), this study can inform prospective efforts to design vaccines to elicit pan-coronavirus immunity.


Assuntos
COVID-19/imunologia , Epitopos de Linfócito T/imunologia , Antígeno HLA-A2/imunologia , Receptores de Antígenos de Linfócitos T/imunologia , SARS-CoV-2/imunologia , Glicoproteína da Espícula de Coronavírus/imunologia , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/metabolismo , Linfócitos T CD4-Positivos/virologia , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/metabolismo , Linfócitos T CD8-Positivos/virologia , COVID-19/virologia , Epitopos de Linfócito T/metabolismo , Antígeno HLA-A2/química , Antígeno HLA-A2/metabolismo , Humanos , Epitopos Imunodominantes/imunologia , Epitopos Imunodominantes/metabolismo , Células Jurkat , Células K562 , Peptídeos/química , Peptídeos/imunologia , Peptídeos/metabolismo , Ligação Proteica , Conformação Proteica , Receptores de Antígenos de Linfócitos T/química , Receptores de Antígenos de Linfócitos T/metabolismo , SARS-CoV-2/metabolismo , SARS-CoV-2/fisiologia , Glicoproteína da Espícula de Coronavírus/metabolismo , Ressonância de Plasmônio de Superfície/métodos
2.
Front Immunol ; 12: 797919, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34975908

RESUMO

Persistence of protective immunity for SARS-CoV-2 is important against reinfection. Knowledge on SARS-CoV-2 immunity in pediatric patients is currently lacking. We opted to assess the SARS-CoV-2 adaptive immunity in recovered children and adolescents, addressing the pediatrics specific immunity towards COVID-19. Two independent assays were performed to investigate humoral and cellular immunological memory in pediatric convalescent COVID-19 patients. Specifically, RBD IgG, CD4+, and CD8+ T cell responses were identified and quantified in recovered children and adolescents. SARS-CoV-2-specific RBD IgG detected in recovered patients had a half-life of 121.6 days and estimated duration of 7.9 months compared with baseline levels in controls. The specific T cell response was shown to be independent of days after diagnosis. Both CD4+ and CD8+ T cells showed robust responses not only to spike (S) peptides (a main target of vaccine platforms) but were also similarly activated when stimulated by membrane (M) and nuclear (N) peptides. Importantly, we found the differences in the adaptive responses were correlated with the age of the recovered patients. The CD4+ T cell response to SARS-CoV-2 S peptide in children aged <12 years correlated with higher SARS-CoV-2 RBD IgG levels, suggesting the importance of a T cell-dependent humoral response in younger children under 12 years. Both cellular and humoral immunity against SARS-CoV-2 infections can be induced in pediatric patients. Our important findings provide fundamental knowledge on the immune memory responses to SARS-CoV-2 in recovered pediatric patients.


Assuntos
Imunidade Adaptativa/imunologia , Anticorpos Neutralizantes/imunologia , Anticorpos Antivirais/imunologia , COVID-19/imunologia , Convalescença , SARS-CoV-2/imunologia , Adolescente , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/metabolismo , Linfócitos T CD4-Positivos/virologia , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/metabolismo , Linfócitos T CD8-Positivos/virologia , COVID-19/virologia , Criança , Pré-Escolar , Feminino , Humanos , Imunidade Humoral/imunologia , Imunoglobulina G/imunologia , Masculino , SARS-CoV-2/metabolismo , SARS-CoV-2/fisiologia , Glicoproteína da Espícula de Coronavírus/imunologia , Glicoproteína da Espícula de Coronavírus/metabolismo
3.
JCI Insight ; 5(20)2020 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-32970634

RESUMO

The integration of HIV DNA into the host genome contributes to lifelong infection in most individuals. Few studies have examined integration in lymphoid tissue, where HIV predominantly persists before and after antiretroviral treatment (ART). Of particular interest is whether integration site distributions differ between infection stages with paired blood and tissue comparisons. Here, we profiled HIV integration site distributions in sorted memory, tissue-resident, and/or follicular helper CD4+ T cell subsets from paired blood and lymphoid tissue samples from acute, chronic, and ART-treated individuals. We observed minor differences in the frequency of nonintronic and nondistal intergenic sites, varying with tissue and residency phenotypes during ART. Genomic and epigenetic annotations were generally similar. Clonal expansion of cells marked by identical integration sites was detected, with increased detection in chronic and ART-treated individuals. However, overlap between or within CD4+ T cell subsets or tissue compartments was only observed in 8 unique sites of the 3540 sites studied. Together, these findings suggest that shared integration sites between blood and tissue may, depending on the tissue site, be the exception rather than the rule and indicate that additional studies are necessary to fully understand the heterogeneity of tissue-sequestered HIV reservoirs.


Assuntos
DNA Viral/genética , Infecções por HIV/genética , Interações Hospedeiro-Patógeno/genética , Integração Viral/genética , Adulto , Antirretrovirais/administração & dosagem , Linfócitos T CD4-Positivos/virologia , Genoma Humano/efeitos dos fármacos , Infecções por HIV/tratamento farmacológico , Infecções por HIV/patologia , Infecções por HIV/virologia , HIV-1/genética , HIV-1/patogenicidade , Humanos , Tecido Linfoide/virologia , Masculino , Subpopulações de Linfócitos T/virologia , Carga Viral/genética , Adulto Jovem
4.
J Neurovirol ; 26(6): 899-907, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32839950

RESUMO

Everyday functioning (EF) impairment is frequent in people living with HIV (PLWH). Our aim was to better explore EF and its association with PLWH cognition, by administering both the IADL scale, the most common functional scale, and a new and ecologic multi-domain (communication and financial skills) tool to measure EF as the University of California San Diego (UCSD) Performance-Based Skills Assessment-Brief Version (UPSA-B). Eighty-five PLWH on cART with very good immunological condition and 23 age- and education-matched healthy controls (HC) were enrolled. PLWH underwent a standardized neuropsychological battery plus IADL, and cognitive impairment was defined according to Frascati criteria. Both groups underwent the UPSA-B. Only 6 subjects (7%) were affected by cognitive impairment (asymptomatic profile). While IADL score was at ceiling for all patients, the UPSA-B total score was significantly worse in PLWH when compared with HC [mean 82.1 (SD 9.3) vs 89.2 (SD 6.2); p < 0.001]. At communication subtest, PLWH group and HC were significantly different (p = 0.002), while no difference emerged at financial skills (p = 0.096). Higher score at UPSA-B was independently associated with better global cognitive performance (composite Z-score) (ß 7.79; p < 0.001). Also considering each single cognitive domain, UPSA-B performance (both total and at subtests) confirmed the association with neurocognitive performance. In conclusion, UPSA-B seems to better discriminate EF impairment than IADL in PLWH, and it was associated with cognitive functions, also in the absence of symptomatic cognitive impairment. Thus, it appears a promising tool in the context of HIV infection to avoid misdiagnosis and to better detect also mild EF.


Assuntos
Atividades Cotidianas/psicologia , Cognição , Disfunção Cognitiva/psicologia , Infecções por HIV/psicologia , HIV-1/patogenicidade , Fármacos Anti-HIV/uso terapêutico , Terapia Antirretroviral de Alta Atividade , Atenção/fisiologia , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/virologia , Estudos de Casos e Controles , Disfunção Cognitiva/tratamento farmacológico , Disfunção Cognitiva/imunologia , Disfunção Cognitiva/virologia , Função Executiva/fisiologia , Feminino , Infecções por HIV/tratamento farmacológico , Infecções por HIV/imunologia , Infecções por HIV/virologia , HIV-1/imunologia , Humanos , Masculino , Memória/fisiologia , Pessoa de Meia-Idade , Testes Neuropsicológicos , Escalas de Graduação Psiquiátrica , Desempenho Psicomotor/fisiologia , Fala/fisiologia
5.
J Vis Exp ; (148)2019 06 23.
Artigo em Inglês | MEDLINE | ID: mdl-31282892

RESUMO

Bronchoscopy is a medical procedure whereby normal saline is injected into the lungs via a bronchoscope and then suction is applied, removing bronchoalveolar lavage (BAL) fluid. The BAL fluid is rich in cells and can thus provide a 'snapshot' of the pulmonary immune milieu. CD4 T cells are the best characterized HIV reservoirs, while there is strong evidence to suggest that tissue macrophages, including alveolar macrophages (AMs), also serve as viral reservoirs. However, much is still unknown about the role of AMs in the context of HIV reservoir establishment and maintenance. Therefore, developing a protocol for processing BAL fluid to obtain cells that may be used in virological and immunological assays to characterize and evaluate the cell populations and subsets within the lung is relevant for understanding the role of the lungs as HIV reservoirs. Herein, we describe such a protocol, employing standard techniques such as simple centrifugation and flow cytometry. The CD4 T cells and AMs may then be used for subsequent applications, including immunophenotyping and HIV DNA and RNA quantification.


Assuntos
Líquido da Lavagem Broncoalveolar/imunologia , Linfócitos T CD4-Positivos/imunologia , Reservatórios de Doenças , HIV/isolamento & purificação , Imunofenotipagem , Macrófagos Alveolares/imunologia , Linfócitos T CD4-Positivos/virologia , Feminino , Citometria de Fluxo , Infecções por HIV/tratamento farmacológico , Infecções por HIV/imunologia , Humanos , Macrófagos Alveolares/virologia , Masculino
6.
PLoS Comput Biol ; 15(4): e1006849, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30978183

RESUMO

Quantitative viral outgrowth assays (QVOA) use limiting dilutions of CD4+ T cells to measure the size of the latent HIV-1 reservoir, a major obstacle to curing HIV-1. Efforts to reduce the reservoir require assays that can reliably quantify its size in blood and tissues. Although QVOA is regarded as a "gold standard" for reservoir measurement, little is known about its accuracy and precision or about how cell storage conditions or laboratory-specific practices affect results. Owing to this lack of knowledge, confidence intervals around reservoir size estimates-as well as judgments of the ability of therapeutic interventions to alter the size of the replication-competent but transcriptionally inactive latent reservoir-rely on theoretical statistical assumptions about dilution assays. To address this gap, we have carried out a Bayesian statistical analysis of QVOA reliability on 75 split samples of peripheral blood mononuclear cells (PBMC) from 5 antiretroviral therapy (ART)-suppressed participants, measured using four different QVOAs at separate labs, estimating assay precision and the effect of frozen cell storage on estimated reservoir size. We found that typical assay results are expected to differ from the true value by a factor of 1.6 to 1.9 up or down. Systematic assay differences comprised a 24-fold range between the assays with highest and lowest scales, likely reflecting differences in viral outgrowth readout and input cell stimulation protocols. We also found that controlled-rate freezing and storage of samples did not cause substantial differences in QVOA compared to use of fresh cells (95% probability of < 2-fold change), supporting continued use of frozen storage to allow transport and batched analysis of samples. Finally, we simulated an early-phase clinical trial to demonstrate that batched analysis of pre- and post-therapy samples may increase power to detect a three-fold reservoir reduction by 15 to 24 percentage points.


Assuntos
Infecções por HIV/virologia , HIV-1 , Carga Viral/métodos , Latência Viral , Fármacos Anti-HIV/uso terapêutico , Teorema de Bayes , Linfócitos T CD4-Positivos/virologia , Biologia Computacional , Simulação por Computador , Infecções por HIV/tratamento farmacológico , HIV-1/fisiologia , Humanos , Leucócitos Mononucleares/virologia , Funções Verossimilhança , Cadeias de Markov , Método de Monte Carlo , Reprodutibilidade dos Testes , Carga Viral/estatística & dados numéricos , Replicação Viral
7.
Hum Gene Ther Methods ; 29(2): 86-95, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29668327

RESUMO

Adeno-associated virus (AAV)-based gene therapy is being applied to treat a wide array of diseases. Preexisting host immune responses to AAV and immune responses elicited by AAV vector administration remain a problem that needs to be further studied. Here we present a series of protocols to assess immune responses before and after AAV vector administration that are applicable to multiple animal models and phase 1 clinical trials. More specifically, they may be use to evaluate (1) the humoral immune response, through levels of AAV-neutralizing and binding antibodies; (2) the innate immune response, through the acute induction of inflammatory cytokines; and (3) the T-cell immune response, through the activation of transgene- and vector-specific CD8+ and CD4+ T cells.


Assuntos
Anticorpos/análise , Dependovirus/genética , Imunidade Celular , Imunidade Humoral , Imunidade Inata , Transdução Genética/métodos , Animais , Linfócitos B/citologia , Linfócitos B/imunologia , Linfócitos B/virologia , Linfócitos T CD4-Positivos/citologia , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/virologia , Linfócitos T CD8-Positivos/citologia , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/virologia , Dependovirus/imunologia , Ensaio de Imunoadsorção Enzimática/métodos , Ensaio de Imunoadsorção Enzimática/normas , ELISPOT/métodos , ELISPOT/normas , Mapeamento de Epitopos/métodos , Mapeamento de Epitopos/normas , Terapia Genética/métodos , Vetores Genéticos/química , Vetores Genéticos/imunologia , Humanos , Interferons/análise , Interferons/biossíntese , Interleucinas/análise , Interleucinas/biossíntese , Cultura Primária de Células , Transdução Genética/instrumentação , Transgenes
8.
Artigo em Inglês | MEDLINE | ID: mdl-28650822

RESUMO

In this study, the expected time required to eradicate HIV-1 completely was found as the conditional absorbing time in a finite state space continuous-time Markov chain model. The Markov chain has two absorbing states: one corresponds to HIV eradication and another representing the possible disaster. This method allowed us to calculate the expected eradication time by solving systems of linear equations. To overcome the challenge of huge dimension of the problem, we applied a novel stop and resume technique. This technique also helped to stop the numerical computation whenever we wanted and continue later from that point until the final result was obtained. Our numerical study showed the dependence of the expected eradication time of HIV on the half-life of the latently infected cells and there agreed with the previous studies. The study predicted that when the half-life of the latent cells varied from 4.6 to 60 months, it took a mean 4.97 to 31.04 years with a corresponding standard deviation of 0.64 to 3.99 years to eradicate the latent cell reservoir. It also revealed the crucial dependence of eradication time on the initial number of latently infected cells.


Assuntos
Fármacos Anti-HIV , Infecções por HIV , HIV-1 , Modelos Biológicos , Fármacos Anti-HIV/farmacologia , Fármacos Anti-HIV/uso terapêutico , Terapia Antirretroviral de Alta Atividade , Linfócitos T CD4-Positivos/virologia , Biologia Computacional , Simulação por Computador , Infecções por HIV/tratamento farmacológico , Infecções por HIV/virologia , HIV-1/efeitos dos fármacos , HIV-1/patogenicidade , Humanos , Cadeias de Markov
9.
Cytometry B Clin Cytom ; 92(6): 451-455, 2017 11.
Artigo em Inglês | MEDLINE | ID: mdl-25917935

RESUMO

BACKGROUND: Point-of-care (POC) CD4 T-cell counting is increasingly recognized as providing improved linkage-to-care during management of HIV infection, particularly in resource-limited settings where disease burden is highest. This study evaluated prototype POC CD4 T-cell counters from MBio Diagnostics in the context of low CD4 count, hospitalized patients in Mozambique. This study measured system performance when presented with challenging, low count samples from HIV/AIDS patients with acute illnesses resulting in hospitalization. METHODS: Forty whole blood samples were collected from donors on the medical service at Maputo Central Hospital and absolute CD4 counts were generated on the MBio CD4 system and a reference laboratory using flow cytometry. RESULTS: The mean and median CD4 counts by the flow cytometry reference were 173 and 80 cells/µL, respectively. Correlation between the MBio CD4 System and the reference was good. Bland-Altman analysis showed a mean bias of +15 cells/µL (+9 to +21 cells/µL, 95% CI), and limits of agreement of -47 to 77 cells/µL. For samples with counts >100 cells/µL (N = 14), the mean coefficient of variation was 7.3%. For samples with counts <50 cells/µL, mean absolute bias of replicate samples was 4.8 cells/µL. When two MBio readers were compared, Bland-Altman bias was -4 cells/µL (-13 to +6 cells/µL, 95% CI), and limits of agreement of -63 and +55 cells/µL. CONCLUSIONS: The MBio System holds promise as a POC system for quantitation of CD4 T cells in resource-limited settings given system throughput (80-100 cartridges/day), design simplicity, and ease-of-use. © 2015 International Clinical Cytometry Society.


Assuntos
Contagem de Linfócito CD4/instrumentação , Linfócitos T CD4-Positivos/imunologia , Citometria de Fluxo/instrumentação , Infecções por HIV/diagnóstico , Imunofenotipagem/métodos , Sistemas Automatizados de Assistência Junto ao Leito , Complexo CD3/imunologia , Linfócitos T CD4-Positivos/virologia , Estudos de Casos e Controles , Computadores de Mão/economia , Computadores de Mão/provisão & distribuição , Países em Desenvolvimento , Citometria de Fluxo/economia , Infecções por HIV/imunologia , Infecções por HIV/virologia , Humanos , Imunofenotipagem/instrumentação , Subpopulações de Linfócitos/imunologia , Subpopulações de Linfócitos/virologia , Aplicativos Móveis/economia , Aplicativos Móveis/provisão & distribuição , Moçambique , Padrões de Referência , Reprodutibilidade dos Testes
10.
Cytometry B Clin Cytom ; 92(6): 437-444, 2017 11.
Artigo em Inglês | MEDLINE | ID: mdl-27406947

RESUMO

CD4 T-cell counting was introduced in clinical laboratories shortly after the discovery of the human immune deficiency virus (HIV) in the early eighties. In western clinical laboratories, improvements in the CD4 T-cell counting methods were mainly driven by progress in the field of flow cytometry and immunology. In contrast, the development of dedicated CD4 T-cell counting technologies were needs driven. When antiretroviral treatment (ART) was made available on a large scale by international Acquired Immune Deficiency Syndrome (AIDS) relief programs to HIV+ patients living in low income countries in 2003, there was a distinct need for simplified and affordable CD4 T-cell counting technologies. The first decade of 2000, several compact flow cytometers appeared on the market, mainly to the benefit of low income countries with limited resources. More recently, however, portable point-of-care (POC) CD4 T-cell counting devices have been developed especially to improve access to affordable monitoring of HIV+ patients in low income countries. The accuracy of these POC instruments is not yet very well documented as many are still under development and clinical validation but preliminary evidence is encouraging. The new HIV treatment guidelines released by the World Health Organization in 2016 give CD4 T-cell counting a less central role in the management of HIV infection. It is, therefore, to be expected that CD4 T-cell counting will be phased out as a tool to assess eligibility of HIV+ patients for ART in the future. However, CD4 T-cell counting will remain a valuable tool for directing treatment against opportunistic infections. © 2016 International Clinical Cytometry Society.


Assuntos
Contagem de Linfócito CD4/instrumentação , Linfócitos T CD4-Positivos/imunologia , Citometria de Fluxo/instrumentação , Infecções por HIV/diagnóstico , Testes Imediatos , Fármacos Anti-HIV/uso terapêutico , Linfócitos T CD4-Positivos/virologia , Computadores de Mão/economia , Computadores de Mão/provisão & distribuição , Países em Desenvolvimento , Citometria de Fluxo/economia , HIV/efeitos dos fármacos , HIV/fisiologia , Infecções por HIV/tratamento farmacológico , Infecções por HIV/imunologia , Infecções por HIV/virologia , Humanos , Imunofenotipagem/instrumentação , Imunofenotipagem/métodos , Aplicativos Móveis/economia , Aplicativos Móveis/provisão & distribuição , Guias de Prática Clínica como Assunto
11.
Eur J Gastroenterol Hepatol ; 28(8): 931-9, 2016 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-27159125

RESUMO

BACKGROUND/AIMS: Evaluation of liver fibrosis in patients infected with hepatitis C virus is highly useful for the diagnosis of the disease as well as therapeutic decision. Our aim was to develop and validate a simple noninvasive score for liver fibrosis staging in chronic hepatitis C (CHC) patients and compare its performance against three published simple noninvasive indexes. MATERIALS AND METHODS: CHC patients were divided into two groups: an estimated group (n=70) and a validated group (n=52). Liver fibrosis was tested in biopsies using the Metavair score system. CD4 and CD8 count/percentage were assayed by fluorescence-activated cell sorting analysis. RESULTS: The multivariate discriminant analysis selects a function on the basis of absolute values of five biochemical markers: immune fibrosis index (IFI); score=3.07+3.06×CD4/CD8+0.02×α-fetoprotein (U/l)-0.07×alanine aminotransferase ratio-0.005×platelet count (10/l)-1.4×albumin (g/dl). The IFI score produced areas under curve of 0.949, 0.947, and 0.806 for differentiation of all patient categories [significant fibrosis (F2-F4), advanced fibrosis (F3-F4), and cirrhosis (F4)]. CONCLUSION: The IFI score, a novel noninvasive test, can be used easily for the prediction of liver fibrosis stage in CHC patients. Our score was more efficient than aspartate aminotransferase to platelet ratio index, fibrosis index, and fibroQ and more suitable for use in Egyptian hepatitis C virus patients.


Assuntos
Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD8-Positivos/imunologia , Hepatite C/diagnóstico , Cirrose Hepática/diagnóstico , Fígado/imunologia , Adulto , Alanina Transaminase/sangue , Área Sob a Curva , Biomarcadores/sangue , Relação CD4-CD8 , Linfócitos T CD4-Positivos/virologia , Linfócitos T CD8-Positivos/virologia , Separação Celular/métodos , Egito , Feminino , Citometria de Fluxo , Hepatite C/sangue , Hepatite C/imunologia , Hepatite C/virologia , Humanos , Fígado/metabolismo , Fígado/patologia , Fígado/virologia , Cirrose Hepática/sangue , Cirrose Hepática/imunologia , Cirrose Hepática/virologia , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Contagem de Plaquetas , Valor Preditivo dos Testes , Estudos Prospectivos , Curva ROC , Reprodutibilidade dos Testes , Albumina Sérica/análise , Albumina Sérica Humana , Índice de Gravidade de Doença , alfa-Fetoproteínas/análise
12.
Math Biosci ; 275: 18-24, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-26926239

RESUMO

While latently infected CD4+ T cells are extremely sparse, they are a reality that prevents HIV from being cured, and their dynamics are largely unknown. We begin with a two-state Markov process that models the outcomes of regular but infrequent blood tests for latently infected cells in an HIV positive patient under drug therapy. We then model the hidden dynamics of a latently infected CD4+ T cell in an HIV positive patient and show there is a limiting distribution, which indicates in which compartments the HIV typically can be found. Our model shows that the limiting distribution of latently infected cells reveals the presence of latency in every compartment with positive probability, supported by clinical data. We also show that the hidden Markov model determines the outcome of blood tests and analyze its connection to the blood test model.


Assuntos
Infecções por HIV/virologia , HIV-1/fisiologia , Modelos Biológicos , Linfócitos T CD4-Positivos/virologia , Reservatórios de Doenças/virologia , Humanos , Cadeias de Markov , Conceitos Matemáticos , Latência Viral
13.
PLoS One ; 11(2): e0149007, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26870960

RESUMO

The goal of this research was to establish a new and innovative framework for cost-effectiveness modeling of HIV-1 treatment, simultaneously considering both clinical and epidemiological outcomes. EPICE-HIV is a multi-paradigm model based on a within-host micro-simulation model for the disease progression of HIV-1 infected individuals and an agent-based sexual contact network (SCN) model for the transmission of HIV-1 infection. It includes HIV-1 viral dynamics, CD4+ T cell infection rates, and pharmacokinetics/pharmacodynamics modeling. Disease progression of HIV-1 infected individuals is driven by the interdependent changes in CD4+ T cell count, changes in plasma HIV-1 RNA, accumulation of resistance mutations and adherence to treatment. The two parts of the model are joined through a per-sexual-act and viral load dependent probability of disease transmission in HIV-discordant couples. Internal validity of the disease progression part of the model is assessed and external validity is demonstrated in comparison to the outcomes observed in the STaR randomized controlled clinical trial. We found that overall adherence to treatment and the resulting pattern of treatment interruptions are key drivers of HIV-1 treatment outcomes. Our model, though largely independent of efficacy data from RCT, was accurate in producing 96-week outcomes, qualitatively and quantitatively comparable to the ones observed in the STaR trial. We demonstrate that multi-paradigm micro-simulation modeling is a promising tool to generate evidence about optimal policy strategies in HIV-1 treatment, including treatment efficacy, HIV-1 transmission, and cost-effectiveness analysis.


Assuntos
Fármacos Anti-HIV/uso terapêutico , Infecções por HIV/tratamento farmacológico , HIV-1/efeitos dos fármacos , Fármacos Anti-HIV/economia , Fármacos Anti-HIV/farmacocinética , Linfócitos T CD4-Positivos/virologia , Simulação por Computador , Análise Custo-Benefício , Progressão da Doença , Infecções por HIV/economia , Infecções por HIV/epidemiologia , Infecções por HIV/transmissão , HIV-1/isolamento & purificação , HIV-1/fisiologia , Humanos , Modelos Biológicos , Resultado do Tratamento
14.
J Neurovirol ; 22(2): 231-9, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26438160

RESUMO

Previous diffusion tensor imaging (DTI) studies found that human immunodeficiency virus (HIV) infection led to white matter (WM) microstructure degeneration. Most of the DTI studies were cross-sectional and thus merely investigated only one specific point in the disease. In order to systematically study the WM impairments caused by HIV infection, more longitudinal studies are needed. However, longitudinal studies on HIV patients are very difficult to conduct. To address this question, we employed the simian immunodeficiency virus (SIV)-infected rhesus monkeys model to carry out a longitudinal DTI study. We aimed to longitudinally access the WM abnormalities of SIV-infected rhesus monkeys by studying the fractional anisotropy (FA) alterations with Tract Based Spatial Statistic (TBSS) analysis. Four rhesus monkeys inoculated intravenously with SIVmac239 were utilized in the study. DTI scans and peripheral blood CD4(+) and CD8(+) T cell counts were acquired prior to virus inoculation (as the baseline) and in the 12th and 24th week postvirus inoculation. Significant FA alterations were found in the two areas of the inferotemporal regions (iTE), respectively located in the ventral subregion of posterior iTE (iTEpv) and the dorsal subregion of iTE (iTEpd). The decreased FA values in iTEpd were found significantly negatively correlated with the elevated peripheral blood CD4(+)/CD8(+) ratios. It might suggest that WM in iTEpd was still impaired even though the immune dysfunction alleviated temporally.


Assuntos
Linfócitos T CD4-Positivos/patologia , Linfócitos T CD8-Positivos/patologia , Síndrome de Imunodeficiência Adquirida dos Símios/patologia , Lobo Temporal/patologia , Substância Branca/patologia , Animais , Anisotropia , Relação CD4-CD8 , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/virologia , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/virologia , Imagem de Tensor de Difusão , Estudos Longitudinais , Macaca mulatta , Masculino , Síndrome de Imunodeficiência Adquirida dos Símios/imunologia , Síndrome de Imunodeficiência Adquirida dos Símios/virologia , Vírus da Imunodeficiência Símia/fisiologia , Lobo Temporal/imunologia , Lobo Temporal/virologia , Substância Branca/imunologia , Substância Branca/virologia
15.
Cytometry B Clin Cytom ; 90(6): 486-492, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-26666875

RESUMO

INTRODUCTION: Th17 cells can either be identified by co-staining of surface markers or by intracellular cytokine staining (ICS) for IL-17 production. Discrepancies regarding the published frequencies of Th17 cells in peripheral blood mononuclear cells (PBMC) of HIV patients may partly be due to the different methodologies used. METHODS: Cryopreserved PBMC from healthy controls and HIV-infected subjects, including treated (cART) and viremic patients, were split and analyzed side-by-side by flow cytometry for expression of surface markers CCR6, CXCR3, CCR4, and CD161, or for intracellular expression of IL-17A and IFNγ after stimulation. RESULTS: The characterization of Th17 cells as CXCR3 - CCR6 + CCR4 + CD161+ yielded considerably higher frequencies than the corresponding frequencies obtained by characterization via cytokines (IL-17 + IFNγ-), regardless of the HIV status. However, the overall frequencies delivered by the two methods significantly correlated. The relative frequency of Th17 cells within the CD4+ T cell compartment was preserved in HIV infection but there was a significant decrease in the absolute Th17 number, which was restored after initiation of cART, paralleling CD4+ T cell recovery. Absolute Th17 numbers inversely correlated with HIV viral load. CONCLUSION: The definition of Th17 cells by surface markers might overestimate their frequency in comparison to functional assessment of IL-17 production by ICS, regardless of the HIV infection status. However, both methods yield proportionate results with reduced absolute numbers of Th17 cells in untreated HIV disease, reflecting the depletion of total CD4+ T cells in viremic HIV patients, and restoration with cART. © 2016 International Clinical Cytometry Society.


Assuntos
Biomarcadores/metabolismo , Infecções por HIV/metabolismo , Interleucina-17/metabolismo , Células Th17/metabolismo , Adulto , Idoso , Linfócitos T CD4-Positivos/metabolismo , Linfócitos T CD4-Positivos/virologia , Feminino , Citometria de Fluxo/métodos , HIV-1/patogenicidade , Humanos , Leucócitos Mononucleares/metabolismo , Leucócitos Mononucleares/virologia , Ativação Linfocitária/fisiologia , Contagem de Linfócitos/métodos , Masculino , Pessoa de Meia-Idade , Células Th17/virologia , Carga Viral/fisiologia , Adulto Jovem
16.
PLoS One ; 9(11): e112173, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25426710

RESUMO

Laboratory-based CD4 monitoring of HIV patients presents challenges in resource limited settings (RLS) including frequent machine breakdown, poor engineering support and limited cold chain and specimen transport logistics. This study assessed the performance of two CD4 tests designed for use in RLS; the Dynal assay and the Alere PIMA test (PIMA). Accuracy of Dynal and PIMA using venous blood was assessed in a centralised laboratory by comparison to BD FACSCount (BD FACS). Dynal had a mean bias of -50.35 cells/µl (r(2) = 0.973, p<0.0001, n = 101) and PIMA -22.43 cells/µl (r(2)= 0.964, p<0.0001, n = 139) compared to BD FACS. Similar results were observed for PIMA operated by clinicians in one urban (n = 117) and two rural clinics (n = 98). Using internal control beads, PIMA precision was 10.34% CV (low bead mean 214.24 cells/µl) and 8.29% (high bead mean 920.73 cells/µl) and similar %CV results were observed external quality assurance (EQA) and replicate patient samples. Dynal did not perform using EQA and no internal controls are supplied by the manufacturer, however duplicate testing of samples resulted in r(2) = 0.961, p<0.0001, mean bias =  -1.44 cells/µl. Using the cut-off of 350 cells/µl compared to BD FACS, PIMA had a sensitivity of 88.85% and specificity of 98.71% and Dynal 88.61% and 100%. A total of 0.44% (2/452) of patient samples were misclassified as "no treat" and 7.30% (33/452) "treat" using PIMA whereas with Dynal 8.91% (9/101) as "treat" and 0% as "no treat". In our setting PIMA was found to be accurate, precise and user-friendly in both laboratory and clinic settings. Dynal performed well in initial centralized laboratory evaluation, however lacks requisite quality control measures, and was technically more difficult to use, making it less suitable for use at lower tiered laboratories.


Assuntos
Contagem de Linfócito CD4/normas , Linfócitos T CD4-Positivos/patologia , Infecções por HIV/diagnóstico , Hematologia , Laboratórios , Sistemas Automatizados de Assistência Junto ao Leito/normas , Adulto , Contagem de Linfócito CD4/economia , Contagem de Linfócito CD4/instrumentação , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/virologia , Países em Desenvolvimento , Feminino , Infecções por HIV/economia , Infecções por HIV/imunologia , Infecções por HIV/virologia , Humanos , Masculino , Papua Nova Guiné , Sistemas Automatizados de Assistência Junto ao Leito/economia , Controle de Qualidade , Sensibilidade e Especificidade
17.
J Immunol Methods ; 409: 82-90, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24911327

RESUMO

Since 1999, the National Institute of Allergy and Infectious Diseases Division of AIDS (NIAID DAIDS) has funded the Immunology Quality Assessment (IQA) Program with the goal of assessing proficiency in basic lymphocyte subset immunophenotyping for each North American laboratory supporting the NIAID DAIDS HIV clinical trial networks. Further, the purpose of this program is to facilitate an increase in the consistency of interlaboratory T-cell subset measurement (CD3(+)4(+)/CD3(+)8(+) percentages and absolute counts) and likewise, a decrease in intralaboratory variability. IQA T-cell subset measurement proficiency testing was performed over a ten-year period (January 2003-July 2012), and the results were analyzed via longitudinal analysis using mixed effects models. The goal of this analysis was to describe how a typical laboratory (a statistical modeling construct) participating in the IQA Program performed over time. Specifically, these models were utilized to examine trends in interlaboratory agreement, as well as successful passing of proficiency testing. Intralaboratory variability (i.e., precision) was determined by the repeated measures variance, while fixed and random effects were taken into account for changes in interlaboratory agreement (i.e., accuracy) over time. A flow cytometer (single-platform technology, SPT) or a flow cytometer/hematology analyzer (dual-platform technology, DPT) was also examined as a factor for accuracy and precision. The principal finding of this analysis was a significant (p<0.001) increase in accuracy of T-cell subset measurements over time, regardless of technology type (SPT or DPT). Greater precision was found in SPT measurements of all T-cell subset measurements (p<0.001), as well as greater accuracy of SPT on CD3(+)4(+)% and CD3(+)8(+)% assessments (p<0.05 and p<0.001, respectively). However, the interlaboratory random effects variance in DPT results indicates that for some cases DPT can have increased accuracy compared to SPT. Overall, these findings demonstrate that proficiency in and among IQA laboratories have, in general, improved over time and that platform type differences in performance do exist.


Assuntos
Complexo CD3/sangue , Contagem de Linfócito CD4/normas , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD8-Positivos/imunologia , Ensaios Clínicos como Assunto/normas , Infecções por HIV/diagnóstico , Imunofenotipagem/normas , Laboratórios/normas , Ensaio de Proficiência Laboratorial/normas , Monitorização Imunológica/normas , Biomarcadores/sangue , Contagem de Linfócito CD4/estatística & dados numéricos , Linfócitos T CD4-Positivos/virologia , Linfócitos T CD8-Positivos/virologia , Ensaios Clínicos como Assunto/estatística & dados numéricos , Interpretação Estatística de Dados , Citometria de Fluxo/normas , Fidelidade a Diretrizes/normas , Infecções por HIV/sangue , Infecções por HIV/imunologia , Infecções por HIV/virologia , Humanos , Imunofenotipagem/estatística & dados numéricos , Laboratórios/estatística & dados numéricos , Ensaio de Proficiência Laboratorial/estatística & dados numéricos , Modelos Estatísticos , Monitorização Imunológica/estatística & dados numéricos , Variações Dependentes do Observador , Guias de Prática Clínica como Assunto/normas , Valor Preditivo dos Testes , Desenvolvimento de Programas , Avaliação de Programas e Projetos de Saúde , Controle de Qualidade , Melhoria de Qualidade , Indicadores de Qualidade em Assistência à Saúde/normas , Reprodutibilidade dos Testes , Manejo de Espécimes/normas , Fatores de Tempo , Fluxo de Trabalho
18.
Bull Math Biol ; 76(2): 486-514, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24510727

RESUMO

A common approach to understand and analyze complex biological systems is to describe the dynamics in terms of a system of ordinary differential equations (ODE) depending on numerous biologically meaningful and descriptive parameters that are estimated using observed data. The ODE models are often based on the implicit assumption of well-mixed dynamics, i.e., the delay of interaction due to spatial distribution is not included in the model. In this article, we address the question how the heterogeneity of the underlying system affects the estimated parameter values of the ODE model, and on the other hand, what information about the microscopic system can be drawn from these values. The system we are considering is a pairwise growth competition assay used to quantify ex vivo replicative fitness of different HIV-1 isolates. To overcome the lack of ground truth, we generate data using a detailed microscopic spatially distributed hybrid stochastic-deterministic (HSD) infection model in which the dynamics is controlled by parameters directly related to cell level infection, virus production processes, and diffusion of virus particles. The synthetic data sets are then analyzed using an ODE based well-mixed model, in which the corresponding macroscopic parameter distributions are estimated using Markov chain Monte Carlo (MCMC) methods. This approach provides a comprehensive picture of the statistical dependencies of the model parameter across different scales.


Assuntos
HIV-1/fisiologia , Modelos Biológicos , Teorema de Bayes , Linfócitos T CD4-Positivos/virologia , Simulação por Computador , Aptidão Genética , HIV-1/genética , HIV-1/patogenicidade , Humanos , Funções Verossimilhança , Cadeias de Markov , Conceitos Matemáticos , Método de Monte Carlo , Processos Estocásticos , Replicação Viral
19.
PLoS One ; 8(4): e59592, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23630567

RESUMO

Adenoviral infections are a major cause of morbidity and mortality after allogeneic hematopoietic stem cell transplantation (HSCT) in pediatric patients. Adoptive transfer of donor-derived human adenovirus (HAdV)-specific T-cells represents a promising treatment option. However, the difficulty in identifying and selecting rare HAdV-specific T-cells, and the short time span between patients at high risk for invasive infection and viremia are major limitations. We therefore developed an IL-15-driven 6 to 12 day short-term protocol for in vitro detection of HAdV-specific T cells, as revealed by known MHC class I multimers and a newly identified adenoviral CD8 T-cell epitope derived from the E1A protein for the frequent HLA-type A*02∶01 and IFN-γ. Using this novel and improved diagnostic approach we observed a correlation between adenoviral load and reconstitution of CD8(+) and CD4(+) HAdV-specific T-cells including central memory cells in HSCT-patients. Adaption of the 12-day protocol to good manufacturing practice conditions resulted in a 2.6-log (mean) expansion of HAdV-specific T-cells displaying high cytolytic activity (4-fold) compared to controls and low or absent alloreactivity. Similar protocols successfully identified and rapidly expanded CMV-, EBV-, and BKV-specific T-cells. Our approach provides a powerful clinical-grade convertible tool for rapid and cost-effective detection and enrichment of multiple virus-specific T-cells that may facilitate broad clinical application.


Assuntos
Adenoviridae/imunologia , Linfócitos T CD4-Positivos/virologia , Linfócitos T CD8-Positivos/virologia , Infecções por Adenoviridae/imunologia , Infecções por Adenoviridae/virologia , Antígenos Virais/imunologia , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD8-Positivos/imunologia , Técnicas de Cultura de Células/economia , Proliferação de Células , Células Cultivadas , Criança , Pré-Escolar , Citotoxicidade Imunológica , Feminino , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Humanos , Masculino , Fenótipo , Transplante Homólogo , Cultura de Vírus/economia , Adulto Jovem
20.
Methods Mol Biol ; 979: 71-9, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23397390

RESUMO

The low frequency of T cells specific for given antigens makes the study of antigen-specific T cell responses difficult. The development of MHC class I and II tetramer staining techniques allows precise quantification and tracking of antigen-specific CD8(+) and CD4(+) T cell responses. Here, we describe a protocol for MHC class I and II tetramer staining of mouse T cells isolated from various tissues of mice infected with lymphocytic choriomeningitis virus (LCMV) or with murine cytomegalovirus (MCMV).


Assuntos
Linfócitos T CD4-Positivos/citologia , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD8-Positivos/citologia , Linfócitos T CD8-Positivos/imunologia , Antígenos de Histocompatibilidade Classe II/química , Antígenos de Histocompatibilidade Classe I/química , Multimerização Proteica , Animais , Linfócitos T CD4-Positivos/metabolismo , Linfócitos T CD4-Positivos/virologia , Linfócitos T CD8-Positivos/metabolismo , Linfócitos T CD8-Positivos/virologia , Separação Celular , Chlorocebus aethiops , Reações Cruzadas , Antígenos de Histocompatibilidade Classe I/metabolismo , Antígenos de Histocompatibilidade Classe II/metabolismo , Vírus da Coriomeningite Linfocítica/fisiologia , Camundongos , Camundongos Endogâmicos C57BL , Muromegalovirus/fisiologia , Estrutura Quaternária de Proteína , Baço/citologia , Coloração e Rotulagem , Células Vero
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