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1.
HIV Med ; 20(3): 192-201, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30620136

RESUMO

OBJECTIVES: The reported prevalence of chronic obstructive pulmonary disease (COPD) in people living with HIV (PLWHIV) varies widely. Our objective was to estimate the prevalence of airflow obstruction and COPD in unselected PLWHIV and identify characteristics that increase the risk of nonreversible airflow obstruction in order to guide case finding strategies for COPD. METHODS: All adults attending the Chronic Viral Illness Service were invited to participate in the study, regardless of smoking status or history of known COPD/asthma. Individuals underwent spirometric testing both before and after use of a salbutamol bronchodilator. Airflow obstruction was defined as forced expiratory volume in 1 s (FEV1 )/forced vital capacity (FVC) < 0.7 post-bronchodilation, whereas COPD was defined as FEV1 /FVC < 0.7 post-bronchodilation and Medical Research Council (MRC) score > 2. Multivariate logistic regression was used to evaluate risk factors associated with airflow obstruction, reported as adjusted odds ratios (aORs). RESULTS: Five hundred and three participants successfully completed spirometry testing. The median (Q1; Q3) age was 52 (44; 58) years. The median (Q1; Q3) CD4 count was 598 (438; 784) cells/µL and the median (Q1; Q3) nadir CD4 count was 224 (121; 351) cells/µL. There were 119 (24%) current smokers and 145 (29%) former smokers. Among those screened, 54 (11%) had airflow obstruction whereas three (1%) of the participants had COPD. Factors that were associated with airflow obstruction included a history of smoking [aOR 2.2; 95% confidence interval (CI) 1.1; 4.7], older age (aOR 1.6; 95% CI 1.2; 2.2), and lower CD4 count (aOR 0.8; 95% CI 0.7; 1.0). CONCLUSIONS: Airflow obstruction was relatively uncommon. Our findings suggest that PLWHIV who are ≥50 years old, smokers and those with nadir CD4 counts ≤ 200 cells/µL could be targeted to undergo spirometry to diagnose chronic airflow obstruction.


Assuntos
Albuterol/administração & dosagem , Infecções por HIV/complicações , Doença Pulmonar Obstrutiva Crônica/tratamento farmacológico , Doença Pulmonar Obstrutiva Crônica/epidemiologia , Adulto , Albuterol/farmacologia , Contagem de Linfócito CD4 , Canadá/epidemiologia , Estudos Transversais , Feminino , Volume Expiratório Forçado/efeitos dos fármacos , Infecções por HIV/imunologia , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Doença Pulmonar Obstrutiva Crônica/etiologia , Medição de Risco , Espirometria , Centros de Atenção Terciária , Capacidade Vital/efeitos dos fármacos
2.
HIV Med ; 18(9): 655-666, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-28440036

RESUMO

OBJECTIVES: We sought to compare all-cause mortality of people living with HIV and accessing care in Canada and the UK. METHODS: Individuals from the Canadian Observational Cohort (CANOC) collaboration and UK Collaborative HIV Cohort (UK CHIC) study who were aged ≥ 18 years, had initiated antiretroviral therapy (ART) for the first time between 2000 and 2012 and who had acquired HIV through sexual transmission were included in the analysis. Cox regression was used to investigate the difference in mortality risk between the two cohort collaborations, accounting for loss to follow-up as a competing risk. RESULTS: A total of 19 960 participants were included in the analysis (CANOC, 4137; UK CHIC, 15 823). CANOC participants were more likely to be older [median age 39 years (interquartile range (IQR): 33, 46 years) vs. 36 years (IQR: 31, 43 years) for UK CHIC participants], to be male (86 vs. 73%, respectively), and to report men who have sex with men (MSM) sexual transmission risk (72 vs. 56%, respectively) (all P < 0.001). Overall, 762 deaths occurred during 98 798 person-years (PY) of follow-up, giving a crude mortality rate of 7.7 per 1000 PY [95% confidence interval (CI): 7.1, 8.3 per 1000 PY]. The crude mortality rates were 8.6 (95% CI: 7.4, 10.0) and 7.5 (95% CI: 6.9, 8.1) per 1000 PY among CANOC and UK CHIC study participants, respectively. No statistically significant difference in mortality risk was observed between the cohort collaborations in Cox regression accounting for loss to follow-up as a competing risk (adjusted hazard ratio 0.86; 95% CI: 0.72-1.03). CONCLUSIONS: Despite differences in national HIV care provision and treatment guidelines, mortality risk did not differ between CANOC and UK CHIC study participants who acquired HIV through sexual transmission.


Assuntos
Fármacos Anti-HIV/uso terapêutico , Infecções por HIV/tratamento farmacológico , Infecções por HIV/mortalidade , Adulto , Canadá/epidemiologia , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Observacionais como Assunto , Fatores de Risco , Doenças Virais Sexualmente Transmissíveis/tratamento farmacológico , Doenças Virais Sexualmente Transmissíveis/mortalidade , Reino Unido/epidemiologia
3.
HIV Med ; 18(3): 151-160, 2017 03.
Artigo em Inglês | MEDLINE | ID: mdl-27385643

RESUMO

OBJECTIVES: To document the quality of initial HIV care in Canada using the Programmatic Compliance Score (PCS), to explore the association of the PCS with mortality, and to identify factors associated with higher quality of care. METHODS: We analysed data from the Canadian Observational Cohort Collaboration (CANOC), a multisite Canadian cohort of HIV-positive adults initiating combination antiretroviral therapy (ART) from 2000 to 2011. PCS indicators of noncompliance with HIV treatment guidelines include: fewer than three CD4 count tests in the first year of ART; fewer than three viral load tests in the first year of ART; no drug resistance testing before initiation; baseline CD4 count < 200 cells/mm3 ; starting a nonrecommended ART regimen; and not achieving viral suppression within 6 months of initiation. Indicators are summed for a score from 0 to 6; higher scores indicate poorer care. Cox regression was used to assess the association between PCS and mortality and ordinal logistic regression was used to explore factors associated with higher quality of care. RESULTS: Of the 7460 participants (18% female), the median score was 1.0 (Q1-Q3 1.0-2.0); 21% scored 0 and 8% scored ≥ 4. In multivariable analysis, compared with a score of 0, poorer PCS was associated with mortality for scores > 1 [score = 2: adjusted hazard ratio (AHR) 1.64; 95% confidence interval (CI) 1.13-2.36; score = 3: AHR 2.02; 95% CI 1.38-2.97; score ≥ 4: AHR 2.14; 95% CI 1.43-3.21], after adjustments for age, sex, province, ART start year, hepatitis C virus (HCV) coinfection, and baseline viral load. Women, individuals with HCV coinfection, younger people, and individuals starting ART earlier (2000-2003) had poorer scores. CONCLUSIONS: Our findings further validate the PCS as a predictor of all-cause mortality. Disparities identified suggest that further efforts are needed to ensure that care is equitably accessible.


Assuntos
Infecções por HIV/diagnóstico , Infecções por HIV/tratamento farmacológico , Pesquisa sobre Serviços de Saúde , Qualidade da Assistência à Saúde , Canadá , Infecções por HIV/mortalidade
4.
HIV Med ; 16(2): 76-87, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25174373

RESUMO

OBJECTIVES: Sustained optimal use of combination antiretroviral therapy (cART) has been shown to decrease morbidity, mortality and HIV transmission. However, incomplete adherence and treatment interruption (TI) remain challenges to the full realization of the promise of cART. We estimated trends and predictors of treatment interruption and resumption among individuals in the Canadian Observational Cohort (CANOC) collaboration. METHODS: cART-naïve individuals ≥ 18 years of age who initiated cART between 2000 and 2011 were included in the study. We defined TIs as ≥ 90 consecutive days off cART. We used descriptive analyses to study TI trends over time and Cox regression to identify factors predicting time to first TI and time to treatment resumption after a first TI. RESULTS: A total of 7633 participants were eligible for inclusion in the study, of whom 1860 (24.5%) experienced a TI. The prevalence of TI in the first calendar year of cART decreased by half over the study period. Our analyses highlighted a higher risk of TI among women [adjusted hazard ratio (aHR) 1.59; 95% confidence interval (CI) 1.33-1.92], younger individuals (aHR 1.27; 95% CI 1.15-1.37 per decade increase), earlier treatment initiators (CD4 count ≥ 350 vs. <200 cells/µL: aHR 1.46; 95% CI 1.17-1.81), Aboriginal participants (aHR 1.67; 95% CI 1.27-2.20), injecting drug users (aHR 1.43; 95% CI 1.09-1.89) and users of zidovudine vs. tenofovir in the initial cART regimen (aHR 2.47; 95% CI 1.92-3.20). Conversely, factors predicting treatment resumption were male sex, older age, and a CD4 cell count <200 cells/µL at cART initiation. CONCLUSIONS: Despite significant improvements in cART since its advent, our results demonstrate that TIs remain relatively prevalent. Strategies to support continuous HIV treatment are needed to maximize the benefits of cART.


Assuntos
Fármacos Anti-HIV/administração & dosagem , Infecções por HIV/tratamento farmacológico , Adesão à Medicação/estatística & dados numéricos , Adulto , Idoso , Idoso de 80 Anos ou mais , Contagem de Linfócito CD4 , Canadá/epidemiologia , Estudos de Coortes , Aconselhamento Diretivo , Esquema de Medicação , Quimioterapia Combinada , Seguimentos , Infecções por HIV/epidemiologia , Infecções por HIV/imunologia , Infecções por HIV/psicologia , Humanos , Incidência , Adesão à Medicação/psicologia , Pessoa de Meia-Idade , Guias de Prática Clínica como Assunto , Fatores de Risco , Carga Viral
5.
HIV Med ; 15(3): 153-64, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24304582

RESUMO

OBJECTIVES: Although combination antiretroviral therapy (cART) can restore CD4 T-cell numbers in HIV infection, alterations in T-cell regulation and homeostasis persist. We assessed the incidence and predictors of reversing these alterations with cART. METHODS: ART-naïve adults (n = 4459) followed within the Canadian Observational Cohort and exhibiting an abnormal T-cell phenotype (TCP) prior to cART initiation were studied. Abnormal TCP was defined as having (1) a low CD4 T-cell count (< 532 cells/µL), (2) lost T-cell homeostasis (CD3 < 65% or > 85%) or (3) CD4:CD8 ratio dysregulation (ratio < 1.2). To thoroughly evaluate the TCP, CD4 and CD8 T-cell percentages and absolute counts were also analysed for a median duration of 3.14 years [interquartile range (IQR) 1.48-5.47 years]. Predictors of TCP normalization were assessed using adjusted Cox proportional hazards models. RESULTS: At baseline, 96% of pateints had CD4 depletion, 32% had lost homeostasis and 99% exhibited ratio dysregulation. With treatment, a third of patients had normalized CD4 T-cell counts, but only 85 individuals (2%) had normalized their TCP. In a multivariable model adjusted for age, measurement frequency and baseline regimen, higher baseline CD4 T-cell counts and time-dependent viral suppression independently predicted TCP normalization [hazard ratio (HR) for baseline CD4 T-cell count = 1.42 (1.31-1.54) per 100 cells/µL increase; P ≤ 0.0001; HR for time-dependent suppressed viral load = 3.69 (1.58-8.61); P-value ≤ 0.01]. CONCLUSIONS: Despite effective cART, complete TCP recovery occurred in very few individuals and was associated with baseline CD4 T-cell count and viral load suppression. HIV-induced alterations of the TCP are incompletely reversed by long-term ART.


Assuntos
Fármacos Anti-HIV/uso terapêutico , Infecções por HIV/imunologia , Infecções por HIV/virologia , HIV-1/efeitos dos fármacos , Linfócitos T/metabolismo , Carga Viral/efeitos dos fármacos , Adulto , Terapia Antirretroviral de Alta Atividade/métodos , Relação CD4-CD8 , Canadá , Infecções por HIV/tratamento farmacológico , Homeostase , Humanos , Masculino , Pessoa de Meia-Idade , Fenótipo , Modelos de Riscos Proporcionais
6.
HIV Clin Trials ; 13(2): 90-102, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22510356

RESUMO

BACKGROUND: The influence of chronic hepatitis C virus (HCV) infection on the risk, timing, and type of AIDS-defining illnesses (ADIs) is not well described. To this end, rates of ADIs were evaluated in a Canadian cohort of HIV seropositive individuals receiving highly active antiretroviral therapy (HAART). METHODS: ADIs were classified into 6 Centers for Disease Control and Prevention (CDC)-defined etiological subgroups: non-Hodgkin lymphoma, viral infection, bacterial infection, HIV-related disease, protozoal infection, and mycotic infection. Generalized estimating equation (GEE) Poisson regression models were used to estimate the effect of HCV on rates of ADIs after adjusting for covariates. RESULTS: Among 2,706 HAART recipients, 768 (28%) were HCV coinfected. Rates of all ADIs combined and of bacterial infection, HIV-related disease, and mycotic infection were increased in HCV-coinfected persons and among those with CD4 counts <200 cells/mm3 HCV was associated with an increased risk of ADIs (rate ratio [RR], 1.38; 95% CI, 1.01-1.88) and a 2-fold increased risk of mycotic infections (RR, 2.21; 95% CI, 1.35-3.62) in univariate analyses and after adjusting for age, baseline viral load, baseline CD4 count, and region of Canada. However, after further adjustment for HAART interruptions, HCV was no longer associated with an increased rate of ADIs overall (RR, 1.13; 95% CI, 0.80-1.59), but remained associated with an increased rate of mycotic infections (RR, 1.97, 95% CI, 1.08-3.61). CONCLUSION: Although HCV coin-fected individuals are at increased risk of developing ADIs overall, our analysis suggests that behavioral variables associated with HCV (including rates of retention on HAART), and not biological interactions with HCV itself, are primarily responsible.


Assuntos
Síndrome da Imunodeficiência Adquirida/complicações , Síndrome da Imunodeficiência Adquirida/tratamento farmacológico , Terapia Antirretroviral de Alta Atividade , Infecções por HIV/complicações , Infecções por HIV/tratamento farmacológico , Hepatite C Crônica/complicações , Adulto , Fármacos Anti-HIV/administração & dosagem , Fármacos Anti-HIV/uso terapêutico , Canadá/epidemiologia , Estudos de Coortes , Coinfecção , Feminino , Infecções por HIV/epidemiologia , Hepatite C Crônica/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade
7.
HIV Med ; 12(6): 352-60, 2011 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-21059167

RESUMO

OBJECTIVE: The aim of the study was to evaluate time to virological suppression in a cohort of individuals who started highly active antiretroviral therapy (HAART), and to explore the factors associated with suppression. METHODS: Eligible participants were HIV-positive individuals from a multi-site Canadian cohort of antiretroviral-naïve patients initiating HAART on or after 1 January 2000. Viral load and CD4 measurements within 6 months prior to HAART initiation were assessed. Univariate and multivariate analyses were conducted using piecewise survival exponential models where time scale was divided into intervals (<10 months; ≥10 months). Virological suppression was defined as the time to the first of at least two consecutive viral load measurements <50 HIV-1 RNA copies/mL. RESULTS: A total of 3555 individuals were included in the study, of median age 40 years [interquartile range (IQR) 34-47 years]. Eighty per cent were male, 18% had a history of injecting drug use (IDU), and 13% presented with an AIDS-defining illness at baseline. The median time to suppression was 4.55 months (IQR 2.99-7.89 months). In multivariate analyses, older age, male sex, treatment in Ontario rather than British Columbia, non-IDU history, and having an AIDS diagnosis at baseline predicted increased likelihood of suppression. Patients with low baseline viral load were more likely to have suppression [4-5 log(10) copies/mL, hazard ratio (HR) 1.27, 95% confidence interval (CI) 1.18-1.38; <4 log(10) copies/mL, HR 1.49, 95% CI 1.32-1.68] than patients with baseline viral load ≥5 log(10) copies/mL; however, this effect ceased after 18 months of follow-up. Suppression was more likely with nonnucleoside reverse transcriptase inhibitors and ritonavir-boosted HAART. CONCLUSION: Identification of patients at risk for diminished likelihood of virological suppression will allow focusing of efforts and the utilization of resources to maximize the benefits of HAART.


Assuntos
Infecções por HIV/imunologia , HIV-1/imunologia , RNA Viral/imunologia , Adulto , Terapia Antirretroviral de Alta Atividade/métodos , Contagem de Linfócito CD4 , Canadá/epidemiologia , Estudos de Coortes , Feminino , Infecções por HIV/tratamento farmacológico , Infecções por HIV/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade , RNA Viral/efeitos dos fármacos , Resultado do Tratamento , Carga Viral
8.
Clin Exp Immunol ; 161(3): 518-26, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20550549

RESUMO

Subcutaneous administration of intravenous immunoglobulin G (IgG) preparations provides an additional level of patient convenience and more options for patients with poor venous access or a history of intravenous IgG reactions. An open-label, pharmacokinetic trial (n = 32) determined the non-inferiority of the subcutaneous versus intravenous route of 10% caprylate/chromatography purified human immune globulin intravenous (IGIV-C; Gamunex®) administration by comparing the steady-state area under the concentration-versus-time curve (AUC) of total plasma IgG in patients with primary immunodeficiency disease. Patients on stable IGIV-C received two intravenous infusions (administered 3 or 4 weeks apart). Seven to 10 days after the second intravenous infusion, all patients switched to a weekly infusion of subcutaneous IGIV-C, with the dose equal to 137% of the previous weekly equivalent intravenous dose, for up to 24 weeks. Samples for pharmacokinetic analysis were collected during steady state for intravenous and subcutaneous IGIV-C treatments. The AUC(0-) τ geometric least-squares mean ratio was 0·89 (90% confidence interval, 0·86-0·92) and met the criteria for non-inferiority. The overall mean steady-state trough concentration of plasma total IgG with subcutaneous IGIV-C was 11·4 mg/ml, 18·8% higher than intravenous IGIV-C (9·6 mg/ml). Subcutaneous IGIV-C was safe and well tolerated. Subcutaneous IGIV-C infusion-site reactions were generally mild/moderate and the incidence decreased over time. No serious bacterial infections were reported. Weekly subcutaneous IGIV-C infusion using 137% of the weekly equivalent intravenous immunoglobulin dose provides an AUC comparable to intravenous administration, thus allowing patients to maintain the same IgG preparation/formulation if switching between intravenous and subcutaneous infusions.


Assuntos
Imunoglobulina G/sangue , Imunoglobulinas Intravenosas/farmacocinética , Síndromes de Imunodeficiência/tratamento farmacológico , Adolescente , Adulto , Idoso , Área Sob a Curva , Diarreia/induzido quimicamente , Relação Dose-Resposta a Droga , Esquema de Medicação , Humanos , Imunoglobulinas Intravenosas/administração & dosagem , Imunoglobulinas Intravenosas/efeitos adversos , Síndromes de Imunodeficiência/metabolismo , Síndromes de Imunodeficiência/patologia , Fatores Imunológicos/administração & dosagem , Fatores Imunológicos/farmacocinética , Fatores Imunológicos/uso terapêutico , Infusões Intravenosas , Infusões Subcutâneas , Taxa de Depuração Metabólica , Pessoa de Meia-Idade , Infecções Respiratórias/induzido quimicamente , Sinusite/induzido quimicamente , Resultado do Tratamento , Adulto Jovem
9.
HIV Med ; 8(7): 427-32, 2007 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-17760734

RESUMO

OBJECTIVES: To determine the severity of injection site reactions (ISRs), patient quality of life (QoL) and preference when enfuvirtide is administered by the Biojector (Bioject, Medical Technologies, Inc., Tualatin, OR, USA) relative to standard needles. METHODS: A total of 201 HIV-positive patients on stable enfuvirtide-based therapy (n=184) or initiating such therapy (n=17) were evaluated prospectively after switching from standard needles to the Biojector system. Patients used needles for a minimum of 2 weeks prior to switching to the Biojector. Questionnaires to assess the incidence and severity of ISRs (31-item score) and QoL [Medical Outcomes Study HIV Health Survey (MOS-HIV)] were administered at baseline and following a minimum of 14 days of Biojector use. RESULTS: The median changes in ISR score and number of ISRs following a median of 1.0 month [interquartile range (IQR) 0.9, 1.3] of Biojector use were -3 (IQR -7, 1) and -1 (IQR -3, 1), respectively. The severity of pain (P<0.0001), induration (P<0.0001), pruritus (P<0.0001), nodules (P<0.0001) and erythema (P<0.0001) all decreased with the Biojector. Administration of enfuvirtide with the Biojector was associated with an improved patient QoL (P<0.0001), and was preferred by 72% of patients. CONCLUSIONS: Compared with needles, the Biojector was associated with a decreased severity of ISRs and improved QoL in patients taking enfuvirtide.


Assuntos
Proteína gp41 do Envelope de HIV/administração & dosagem , Inibidores da Fusão de HIV/administração & dosagem , Infecções por HIV/tratamento farmacológico , HIV , Fragmentos de Peptídeos/administração & dosagem , Adulto , Área Sob a Curva , Enfuvirtida , Feminino , Proteína gp41 do Envelope de HIV/farmacocinética , Inibidores da Fusão de HIV/farmacocinética , Humanos , Injeções/efeitos adversos , Masculino , Pessoa de Meia-Idade , Satisfação do Paciente , Fragmentos de Peptídeos/farmacocinética , Estudos Prospectivos , Qualidade de Vida , Autocuidado , Equivalência Terapêutica
11.
Clin Nephrol ; 65(1): 13-21, 2006 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-16429837

RESUMO

Indinavir is a potent HIV-1 protease inhibitor included in current antiretroviral therapeutic regimens. It is associated with renal and urological complications ascribed to indinavir crystalluria. We have previously reported that indinavir crystalluria is frequently observed soon after initiation of therapy. In a cohort of 54 asymptomatic indinavir-naive HIV-1-infected individuals during their first year of treatment with indinavir, approximately 25% of urinalyses (U/A) contained indinavir crystals. Because the determinants of the crystalluria are unknown, we examined the relationship between urine specific gravity (SG) and pH, singly and in combination, and indinavir crystalluria in these subjects. A total of 579 U/A were obtained from the study subjects at their scheduled monthly outpatient medical assessments. The frequency of indinavir crystalluria was lower in U/A with lower pH, irrespective of the SG. Conversely, U/A with high pH (> or = 6.0) had a higher frequency of indinavir crystalluria, which was further influenced by the urine SG. As a result, nearly half of the U/A (46.7%) with high pH (> or = 6.0) and intermediate-high SG (> or = 1.015) contained indinavir crystals. In conclusion, the frequency of indinavir crystalluria in asymptomatic HIV-1 infected individuals during their first year of treatment with indinavir was markedly influenced by the urine pH and SG. Our findings suggest that low urine pH may have a protective effect against indinavir crystalluria across the entire range of urine SG.


Assuntos
Fármacos Anti-HIV/uso terapêutico , Fármacos Anti-HIV/urina , Infecções por HIV/tratamento farmacológico , Infecções por HIV/urina , Indinavir/uso terapêutico , Indinavir/urina , Adulto , Idoso , Fármacos Anti-HIV/efeitos adversos , Cristalização , Feminino , Humanos , Concentração de Íons de Hidrogênio , Indinavir/efeitos adversos , Masculino , Pessoa de Meia-Idade , Gravidade Específica , Urinálise , Urina
12.
Med Chem ; 1(2): 173-84, 2005 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-16787312

RESUMO

Quantitative Structure Activity Relationship (QSAR) techniques are used routinely by computational chemists in drug discovery and development to analyze datasets of compounds. Quantitative numerical methods like Partial Least Squares (PLS) and Artificial Neural Networks (ANN) have been used on QSAR to establish correlations between molecular properties and bioactivity. However, ANN may be advantageous over PLS because it considers the interrelations of the modeled variables. This study focused on the HIV-1 Protease (HIV-1 Pr) inhibitors belonging to the peptidomimetic class of compounds. The main objective was to select molecular descriptors with the best predictive value for antiviral potency (Ki). PLS and ANN were used to predict Ki activity of HIV-1 Pr inhibitors and the results were compared. To address the issue of dimensionality reduction, Genetic Algorithms (GA) were used for variable selection and their performance was compared against that of ANN. Finally, the structure of the optimum ANN achieving the highest Pearson's-R coefficient was determined. On the basis of Pearson's-R, PLS and ANN were compared to determine which exhibits maximum performance. Training and validation of models was performed on 15 random split sets of the master dataset consisted of 231 compounds. For each compound 192 molecular descriptors were considered. The molecular structure and constant of inhibition (Ki) were selected from the NIAID database. Study findings suggested that non-covalent interactions such as hydrophobicity, shape and hydrogen bonding describe well the antiviral activity of the HIV-1 Pr compounds. The significance of lipophilicity and relationship to HIV-1 associated hyperlipidemia and lipodystrophy syndrome warrant further investigation.


Assuntos
Inteligência Artificial , Desenho de Fármacos , Inibidores da Protease de HIV/química , Peptídeos/química , Relação Quantitativa Estrutura-Atividade , Algoritmos , Simulação por Computador , Bases de Dados como Assunto , Genética , Protease de HIV/química , Protease de HIV/efeitos dos fármacos , Inibidores da Protease de HIV/farmacologia , Análise dos Mínimos Quadrados , Mimetismo Molecular , Peptídeos/classificação , Valor Preditivo dos Testes
13.
J Immunol ; 171(1): 477-88, 2003 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-12817033

RESUMO

Both the magnitude and breadth of HIV-specific immunity were evaluated longitudinally on samples collected from six subjects starting highly active antiretroviral therapy (HAART) preseroconversion (group 1), 11 recently infected subjects starting HAART postseroconversion (group 2), five subjects starting HAART in the second half of the first year of infection (group 3), and six persons starting treatment in the chronic phase of infection (group 4). HIV-specific immunity was measured by IFN-gamma ELISPOT, detecting the frequency of cells responding to a panel of HLA-restricted HIV-1 peptides. Intracellular cytokine staining was used to detect the frequency of HIV-1 Gag p55-specific CD4(+) and CD8(+) T cells in a subset of participants. The magnitude and breadth of HIV-specific responses persisted in all group 1 subjects and in 5 of 11 (45%) group 2 subjects. Both of these parameters declined in 6 of 11 (55%) group 2 and in all group 3 and 4 individuals. All persons who maintained detectable numbers of HIV-1 Gag p55-specific CD4(+) and CD8(+) T cells after starting HAART preserved the intensity and breadth of their HIV-specific effector response. Our results show that HIV-specific immunity can be preserved even if HAART is initiated beyond the acute phase of infection.


Assuntos
Terapia Antirretroviral de Alta Atividade , Infecções por HIV/tratamento farmacológico , Infecções por HIV/imunologia , HIV-1/imunologia , Adulto , Fatores Etários , Sequência de Aminoácidos , Relação CD4-CD8 , Linfócitos T CD4-Positivos/efeitos dos fármacos , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/metabolismo , Linfócitos T CD4-Positivos/virologia , Linfócitos T CD8-Positivos/efeitos dos fármacos , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/metabolismo , Linfócitos T CD8-Positivos/virologia , Linhagem Celular Transformada , Feminino , Infecções por HIV/virologia , Humanos , Interferon gama/metabolismo , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Dados de Sequência Molecular , Estudos Retrospectivos , Carga Viral
14.
J Comput Chem ; 24(9): 1110-9, 2003 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-12759910

RESUMO

The relative energy between two different protonation sites of the Asp25' catalytic site residue is computed and analyzed for various HIV-1 Protease/inhibitor complexes and compared to the wild-type structure. By comparing calculations of negatively charged fragments of gradually increasing size up to 105 atoms we show that correct modeling of the HIV-1 Protease active site requires much larger models than the commonly used acetic acid/acetate moieties. The energy difference between the two proposed protonation sites decreases as the size of the system increases and tends to converge only when the entire catalytic triad of both monomers is taken into account. The importance of the Gly27 backbone amine groups in the stabilization of the negative charge within the catalytic site cleft is revealed. Comparison of the wild-type structure with the structures from various Pr/drug complexes indicates that the HIV-1 protease has a particular catalytic site flexibility.


Assuntos
Aminoácidos/química , Protease de HIV/química , Modelos Moleculares , Conformação Proteica , Domínio Catalítico , Ligação de Hidrogênio , Estrutura Molecular , Termodinâmica
15.
Proc AMIA Symp ; : 320-4, 2002.
Artigo em Inglês | MEDLINE | ID: mdl-12463839

RESUMO

Despite the proven clinical benefits of HAART, mortality may still occur; particularly in those with less than 50 CD4+ cells/mL and, in some cases, with a viral burden below detectable plasma levels of HIV-1 RNA. Multiple factors may predict mortality including initial response to therapy, viral factors and host immune parameters. Due to the complexity of this problem, we developed Artificial Intelligence based tools/Neural Network (NN) to optimally evaluate outcomes of therapy and predict morbidity and mortality. To further validate the accuracy of these tools, we challenged their performance with that of Cox regression modeling (RM). Our study population involved 116 HIV+ individuals who consistently maintained CD4+ count < 50 cells/mL for over 6 months. All patients were treated with antiretrovirals. To assess clinical outcomes, we developed a feedforward back-propagation Neural Network. We then compared the performance of this network to a Cox regression model. The Neural Network outscored the Cox regression model in the ROC curve areas: 0.888 vs 0.760 (HIV+ first Seropositivity to AIDS), 0.901 vs 0.758 (HIV+ first Seropositivity to Last Assessment incl. death) and 0.832 vs 0.799 (AIDS to Last Assessment incl. death), for the NN & Cox, respectively. In patients with a history of AIDS defining events and with severe T-Cell depletion, mortality occurs despite therapy. Although Neural Networks and Cox modeling were successful in predicting mortality, the Neural Network was superior in assessing risk in this population.


Assuntos
Soropositividade para HIV/mortalidade , HIV-1/imunologia , Redes Neurais de Computação , Linfócitos T/fisiologia , Biomarcadores , Contagem de Linfócito CD4 , Soropositividade para HIV/imunologia , HIV-1/genética , Homeostase , Humanos , Valor Preditivo dos Testes , Modelos de Riscos Proporcionais , RNA Viral , Curva ROC , Análise de Sobrevida
16.
HIV Clin Trials ; 2(5): 438-44, 2001.
Artigo em Inglês | MEDLINE | ID: mdl-11673819

RESUMO

PURPOSE: By protecting and stimulating HIV-specific CD4 cell responses, treatment of primary HIV infection (PHI) with potent quadruple HAART could lead to prolonged suppression of HIV replication after cessation of antiretroviral therapy. The QUEST trial investigates this hypothesis and aims to determine whether addition of a therapeutic vaccine to HAART increases the likelihood of prolonged viral suppression compared to HAART alone. METHOD: 148 patients with PHI were recruited. Participants were treated with open-label HAART for at least 76 weeks. Participants with sustained viremia <50 copies/mL were randomized to one of three 5-month, double-blinded study treatment groups: HAART alone, HAART + ALVAC-HIV (vCP1452), or HAART + ALVAC-HIV (vCP1452) + Remune. After a further month of HAART alone, all treatment was stopped where plasma HIV-1 RNA remained at <50 copies/mL. Intensive virologic and immunologic monitoring during a 24-week observation period followed treatment interruption. Patients who met treatment reintroduction criteria were offered HAART rescue.


Assuntos
Vacinas contra a AIDS/uso terapêutico , Fármacos Anti-HIV/uso terapêutico , Infecções por HIV/tratamento farmacológico , Infecções por HIV/terapia , HIV-1 , Terapia Antirretroviral de Alta Atividade , Relação CD4-CD8 , Protocolos Clínicos , Terapia Combinada , Método Duplo-Cego , Esquema de Medicação , Guias como Assunto , Infecções por HIV/virologia , HIV-1/genética , Humanos , RNA Viral/sangue , Vacinas Virais/uso terapêutico , Viremia/prevenção & controle
17.
AIDS Res Hum Retroviruses ; 17(10): 887-900, 2001 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-11461675

RESUMO

Five HIV-seropositive twins were treated with HAART and given cycles of treatment consisting of adoptive cellular therapy from their HIV-seronegative identical twins followed by a 5-day course of intravenous IL-2. Changes in absolute and percent CD4(+) and CD8(+) cell count were monitored and compared with changes in these parameters occurring in seven age-, sex-, and disease stage-matched HIV-infected patients treated with HAART alone. Increase in the magnitude and breadth of HIV-specific immune responses was monitored in three twin subjects who received multiple treatment cycles. Absolute and percent CD4(+) cell counts rose dramatically and to significantly higher levels in the recipient twins than in control subjects treated with HAART only. The subjects who received multiple cycles of treatment developed new and increased levels of HIV-specific activated and memory cytotoxic T lymphocyte responses, and interferon gamma-secreting effector cells. Treatment consisting of HAART, adoptive cellular therapy, and IL-2 was superior to treatment with HAART alone for improving absolute and percent CD4(+) cell counts and inducing new, or increasing the magnitude of, HIV-specific immune responses in HIV infected patients.


Assuntos
Terapia Antirretroviral de Alta Atividade , Linfócitos T CD4-Positivos/imunologia , Infecções por HIV/imunologia , Infecções por HIV/terapia , Imunoterapia Adotiva , Interleucina-2/uso terapêutico , Adulto , Linfócitos T CD8-Positivos/imunologia , Terapia Combinada , Doenças em Gêmeos , Seguimentos , Infecções por HIV/sangue , Soronegatividade para HIV/imunologia , Soropositividade para HIV/sangue , Soropositividade para HIV/tratamento farmacológico , Soropositividade para HIV/imunologia , Humanos , Imunoensaio/métodos , Interferon gama/metabolismo , Contagem de Linfócitos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Gêmeos Monozigóticos , Carga Viral
18.
Trends Immunol ; 22(1): 17-20, 2001 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-11286686

RESUMO

Itk/Emt, a tec family tyrosine kinase, is important for T-cell development and activation through the antigen receptor. Here, we review data suggesting that Itk/Emt is involved in the generation of critical second messengers (Ca(2+), PKC) whose duration it modulates by regulation of cytoskeletal reorganization. We propose that Itk/Emt constitutes an important link between these critical signaling events.


Assuntos
Sinalização do Cálcio , Citoesqueleto/enzimologia , Citoesqueleto/imunologia , Proteínas Tirosina Quinases/metabolismo , Receptores de Antígenos de Linfócitos T/fisiologia , Animais , Ativação Enzimática/imunologia , Humanos , Linfócitos T/enzimologia , Linfócitos T/metabolismo
19.
J Immunol ; 166(1): 387-95, 2001 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-11123316

RESUMO

Tec, the prototypical member of the Tec family of tyrosine kinases, is abundantly expressed in T cells and other hemopoietic cell types. Although the functions of Itk and Txk have recently been investigated, little is known about the role of Tec in T cells. Using antisense oligonucleotide treatment to deplete Tec protein from primary T cells, we demonstrate that Tec plays a role in TCR signaling leading to IL-2 gene induction. Interestingly, Tec kinases are the only known family of tyrosine kinases containing a pleckstrin homology (PH) domain. Using several PH domain mutants overexpressed in Jurkat T cells, we show that the Tec PH domain is required for Tec-mediated IL-2 gene induction and TCR-mediated Tec tyrosine phosphorylation. Furthermore, we show that Tec colocalizes with the TCR after TCR cross-linking, and that both the Tec PH and Src homology (SH) 2 domains play a role in this association. Wortmannin, a phosphatidylinositol 3-kinase inhibitor, abolishes Tec-mediated IL-2 gene induction and Tec tyrosine phosphorylation, and partially suppresses Tec colocalization with the activated TCR. Thus, our data implicate the Tec kinase PH domain and phosphatidylinositol 3-kinase in Tec signaling downstream of the TCR.


Assuntos
Proteínas Sanguíneas/fisiologia , Fosfatidilinositol 3-Quinases/fisiologia , Fosfoproteínas/fisiologia , Proteínas Tirosina Quinases/fisiologia , Homologia de Sequência de Aminoácidos , Transdução de Sinais/imunologia , Linfócitos T/enzimologia , Substituição de Aminoácidos/genética , Androstadienos/farmacologia , Animais , Arginina/genética , Proteínas Sanguíneas/genética , Cisteína/genética , Inibidores Enzimáticos/farmacologia , Ácido Glutâmico/genética , Humanos , Interleucina-2/biossíntese , Interleucina-2/genética , Células Jurkat , Lisina/genética , Camundongos , Camundongos Transgênicos , Fosfatos de Fosfatidilinositol/metabolismo , Inibidores de Fosfoinositídeo-3 Quinase , Fosfoproteínas/genética , Fosforilação , Fosfotirosina/metabolismo , Ligação Proteica/genética , Ligação Proteica/imunologia , Estrutura Terciária de Proteína/efeitos dos fármacos , Estrutura Terciária de Proteína/genética , Proteínas Tirosina Quinases/genética , Proteínas Tirosina Quinases/metabolismo , Complexo Receptor-CD3 de Antígeno de Linfócitos T/metabolismo , Receptores de Antígenos de Linfócitos T/antagonistas & inibidores , Receptores de Antígenos de Linfócitos T/genética , Receptores de Antígenos de Linfócitos T/fisiologia , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética , Linfócitos T/imunologia , Linfócitos T/metabolismo , Transfecção , Wortmanina
20.
Proc AMIA Symp ; : 249-53, 2001.
Artigo em Inglês | MEDLINE | ID: mdl-11833478

RESUMO

Surrogate markers are by definition quantifiable laboratory variables that have clinical and biological relevance to disease outcomes. Virologic and immunologic surrogate markers have proven useful in following HIV-associated viral burden, immune dysregulation, dysfunction and deficiency. Monitoring of sequential changes in these markers and their interrelationships may provide significant information about viral-host-drug dynamics. The complexity and fluidity of these changes necessitates that an efficient means be developed for their monitoring. We therefore generated a neural network-based model for assessing host dynamics over time and compared its performance with that of a multiple regression model. Both modeling approaches were applied to the actual, non-filtered, clinical observations on 58 HIV-infected individuals treated consistently with Highly Active Anti-Retroviral Therapy (HAART), for a period of over-52 weeks resulting in an average of 16 observations per patient throughout this time span. Results demonstrated that the neural network was at least as accurate as a multi-regression model. Since our dataset was modest in size we also believe that neural networks warrant further consideration for modeling the complexity of HIV-host dynamics on larger datasets.


Assuntos
Terapia Antirretroviral de Alta Atividade , Infecções por HIV/imunologia , Infecções por HIV/virologia , Redes Neurais de Computação , Biomarcadores , Infecções por HIV/tratamento farmacológico , Humanos , Modelos Lineares
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