RESUMO
Breast cancer is the second most common cancer worldwide, primarily affecting women, while histopathological image analysis is one of the possibile methods used to determine tumor malignancy. Regarding image analysis, the application of deep learning has become increasingly prevalent in recent years. However, a significant issue is the unbalanced nature of available datasets, with some classes having more images than others, which may impact the performance of the models due to poorer generalizability. A possible strategy to avoid this problem is downsampling the class with the most images to create a balanced dataset. Nevertheless, this approach is not recommended for small datasets as it can lead to poor model performance. Instead, techniques such as data augmentation are traditionally used to address this issue. These techniques apply simple transformations such as translation or rotation to the images to increase variability in the dataset. Another possibility is using generative adversarial networks (GANs), which can generate images from a relatively small training set. This work aims to enhance model performance in classifying histopathological images by applying data augmentation using GANs instead of traditional techniques.
Assuntos
Neoplasias da Mama , Processamento de Imagem Assistida por Computador , Redes Neurais de Computação , Humanos , Neoplasias da Mama/patologia , Neoplasias da Mama/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodos , Aprendizado Profundo , Feminino , Algoritmos , Interpretação de Imagem Assistida por Computador/métodosRESUMO
INTRODUCTION: In people living with HIV (PLWH), bone mineral density (BMD) discordance between the lumbar spine (LS) and femoral neck (FN) could be frequent given the high frequency of secondary osteoporosis, including HIV-related factors for bone disease. MATERIALS AND METHODS: Retrospective cohort of PLWH with a dual X-ray absorptiometry scan. Hip-spine BMD discordance was defined as different T-score or Z-scores categories at LS and FN. RESULTS: Overall, 865 individuals (mean 49.5 years, female 27%) were included. Osteoporosis diagnosis was four-to-seven times lower when both skeletal sites were affected than when considering the lowest T-score at any site (overall, 21% vs 4%). Hip-spine BMD discordance was observed in 381 (44%) individuals, it increased with age (from 43 to 52%, P = 0.032), and it was mainly due to lower LS-BMD. A lower FN-BMD was associated with older age, lower BMI (P < 0.01), and HIV-related factors, such as low CD4 + T-cell counts, duration of HIV infection, and time on antiretroviral therapy (ART). In a multivariate regression analysis, sex male (Odds Ratio, OR 4.901), hyperparathyroidism (OR, 2.364), and time on ART (OR 1.005 per month) were independently associated with discordance. A higher estimated fracture risk by FRAX equation was observed in individuals with BMD discordance due to lower FN-BMD compared to those with lower LS-BMD (+ 36% for major osteoporotic fracture, P = 0.04; + 135% for hip fracture, P < 0.01). CONCLUSION: Hip-spine BMD discordance is highly prevalent in PLWH and it is associated with classical and HIV-related risk factors, modifying the rate of osteoporosis and fracture risk estimation.
Assuntos
Infecções por HIV , Osteoporose , Fraturas por Osteoporose , Humanos , Masculino , Feminino , Densidade Óssea , Infecções por HIV/complicações , Infecções por HIV/tratamento farmacológico , Estudos Retrospectivos , Absorciometria de Fóton , Osteoporose/complicações , Fraturas por Osteoporose/complicações , Vértebras Lombares/diagnóstico por imagem , Fatores de RiscoRESUMO
PURPOSE: SARS-CoV-2 infection produces lymphopenia and CD4+ T-cell decrease, which could lead to a higher risk of bacterial co-infection or impair immunological evolution in people living with HIV (PLWH). METHODS: We investigated the rate of co-infection and superinfection, and the evolution of CD4+ count and CD4+/CD8+ ratio, in hospitalized PLWH with COVID-19. RESULTS: From March to December 2020, 176 PLWH had symptomatic COVID-19 and 62 required hospitalization (median age, 56 years, 89% males). At admission, 7% and 13% of patients had leukocytosis or increased procalcitonin values and 37 (60%) received empiric antibiotic therapy, but no bacterial co-infection was diagnosed. There were seven cases of superinfection (12%), and one case of P. jiroveci pneumonia during ICU stay. No significant change in CD4+ count or CD4+/CD8+ ratio was observed after discharge. CONCLUSION: Bacterial co-infection is not frequent in PLWH with COVID-19. Immune recovery is observed in most of patients after the disease.
Assuntos
COVID-19 , Infecções por HIV , Infecções Bacterianas/epidemiologia , COVID-19/epidemiologia , COVID-19/imunologia , Coinfecção/epidemiologia , Feminino , Infecções por HIV/epidemiologia , Infecções por HIV/imunologia , Humanos , Terapia de Imunossupressão/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Infecções Oportunistas/epidemiologia , Medição de RiscoRESUMO
We investigated the duration of humoral and T-cell immune response in paired samples among 22 convalescent healthcare workers (HCWs). A median of 1.8 months after diagnosis, T-cell response was significantly lower in HCWs with early loss of antibodies (6 cases [27%]). After 5.1 months, antibody decline was observed in 77% of cases (41% seroreverted; Pâ <â .01), and 36% had lost T-cell response (75% lost response to spike protein). Persistence of immune response was observed in those who developed a greater adaptive immune response. Our data point to the initial immune response as the relevant player in coronavirus disease 2019 duration of protection.
Assuntos
COVID-19/imunologia , Convalescença , Pessoal de Saúde/estatística & dados numéricos , Imunidade Humoral , Linfócitos T/imunologia , Imunidade Adaptativa , Adulto , Anticorpos Antivirais/sangue , Antígenos Virais/imunologia , Citocinas/imunologia , Feminino , Seguimentos , Humanos , Interferon gama/imunologia , Masculino , Pessoa de Meia-Idade , SARS-CoV-2/imunologiaRESUMO
OBJECTIVES: A prior T cell depletion induced by HIV infection may carry deleterious consequences in the current COVID-19 pandemic. Clinical data on patients co-infected with HIV and SARS-CoV-2 are still scarce. METHODS: This multicentre cohort study evaluated risk factors for morbidity and mortality of COVID-19 in people living with HIV (PLWH), infected with SARS-CoV-2 in three countries in different clinical settings. COVID-19 was clinically classified as to be mild-to-moderate or severe. RESULTS: Of 175 patients, 49 (28%) had severe COVID-19 and 7 (4%) patients died. Almost all patients were on antiretroviral therapy (ART) and in 94%, HIV RNA was below 50 copies/mL prior to COVID-19 diagnosis. In the univariate analysis, an age 50 years or older, a CD4+ T cell nadir of < 200/µl, current CD4+ T cells < 350/µl and the presence of at least one comorbidity were significantly associated with severity of COVID-19. No significant association was found for gender, ethnicity, obesity, a detectable HIV RNA, a prior AIDS-defining illness, or tenofovir (which was mainly given as alafenamide) or protease inhibitor use in the current ART. In a multivariate analysis, the only factor associated with risk for severe COVID-19 was a current CD4+ T cell count of < 350/µl (adjusted odds ratio 2.85, 95% confidence interval 1.26-6.44, p=0.01). The only factor associated with mortality was a low CD4 T cell nadir. CONCLUSIONS: In PLWH, immune deficiency is a possible risk factor for severe COVID-19, even in the setting of virological suppression. There is no evidence for a protective effect of PIs or tenofovir alafenamide.
Assuntos
Terapia Antirretroviral de Alta Atividade/métodos , Linfócitos T CD4-Positivos/metabolismo , COVID-19/mortalidade , Infecções por HIV/tratamento farmacológico , Adulto , Fatores Etários , Idoso , COVID-19/imunologia , Estudos de Coortes , Coinfecção , Alemanha/epidemiologia , Infecções por HIV/imunologia , Infecções por HIV/mortalidade , Humanos , Itália/epidemiologia , Pessoa de Meia-Idade , RNA Viral/genética , Medição de Risco , Índice de Gravidade de Doença , Espanha/epidemiologia , Carga Viral , Adulto JovemRESUMO
OBJECTIVES: To describe raltegravir pharmacokinetics at steady-state in HIV/hepatitis C virus (HCV)-coinfected patients under antiretroviral (ARV) treatment with (nâ=â5) and without (nâ=â5) advanced liver cirrhosis (Child-Pugh C). METHODS: This was a non-randomized, Phase I, parallel-assignment, open-label pharmacokinetic study in HIV/HCV-coinfected patients with Child-Pugh grade C hepatic cirrhosis. We recruited clinically stable HIV/HCV-coinfected adult patients with controlled HIV viraemia (<50 copies/mL) for at least 6 months. Raltegravir (400 mg twice daily) was added under fasting conditions for 5 days to the successful ritonavir-boosted protease inhibitor-based ARV regimen. The trial was registered in the ClinicalTrials.gov database (NCT01289951) (LIVERAL). RESULTS: Raltegravir AUC0-12 and C12 were increased 1.72-fold (90% CI, 1.02 to 2.92) and 6.58-fold (90% CI, 2.92 to14.85), respectively, in patients with advanced liver cirrhosis. No safety issues were identified and raltegravir was well tolerated by all patients. CONCLUSIONS: Raltegravir plasma levels are increased in HIV/HCV-coinfected patients with advanced liver cirrhosis (Child-Pugh C). Despite the higher exposure, raltegravir was safe and well tolerated.
Assuntos
Infecções por HIV/sangue , Inibidores de Integrase de HIV/sangue , Hepatite C/sangue , Cirrose Hepática/sangue , Pirrolidinonas/sangue , Adulto , Feminino , Infecções por HIV/tratamento farmacológico , Infecções por HIV/epidemiologia , Inibidores de Integrase de HIV/farmacocinética , Inibidores de Integrase de HIV/uso terapêutico , Hepatite C/tratamento farmacológico , Hepatite C/epidemiologia , Humanos , Cirrose Hepática/tratamento farmacológico , Cirrose Hepática/epidemiologia , Masculino , Pessoa de Meia-Idade , Pirrolidinonas/farmacocinética , Pirrolidinonas/uso terapêutico , Raltegravir PotássicoRESUMO
OBJECTIVES: We aimed to evaluate whether virological response to a short course of maraviroc monotherapy could predict HIV-1 tropism. METHODS: A clinical trial was performed in HIV-1 treatment-naive patients infected with R5- or non-R5-tropic virus determined using the Trofile(®) assay, with >1000 HIV-1 RNA copies/mL. Maraviroc was administered for 10 days. Viral load was measured at baseline and days 4, 7, 10 and 28. The main outcome measurement was the decline in HIV-1 RNA at day 10. The trial was registered in the ClinicalTrials.gov database (NCT01060618; TROPISMVC). RESULTS: Forty patients [30 R5 and 10 dual/mixed (D/M)] were recruited. There was a significant decrease in HIV-1 RNA after 10 days of maraviroc treatment in patients with R5-tropic virus (median 1.52 log10 RNA copies/mL; 95% CI 1.23-1.63; Pâ<â0.0001), but also in patients with D/M-tropic virus (median 1.62 log(10) RNA copies/mL; 95% CI 0.33-1.88; Pâ=â0.00024). The difference in the HIV-1 RNA decrease (-0.16 log(10) RNA copies/mL; 95% CI -0.53 to 0.22) was not significant (Pâ=â0.410). A decrease >0.5 log(10) RNA copies/mL was found in 96.3% of patients with R5-tropic virus and in 70% of patients with D/M-tropic virus (Pâ=â0.052). The differences were not significant when a decline of 1 log(10) RNA copies/mL was considered (92.6% versus 70%; Pâ=â0.11). CONCLUSIONS: Treatment-naive patients infected with R5- or D/M-tropic virus have similar virological responses to a short course of maraviroc monotherapy. This clinical test thus cannot be used as a surrogate marker of viral tropism in this population.
Assuntos
Fármacos Anti-HIV/uso terapêutico , Cicloexanos/uso terapêutico , Infecções por HIV/tratamento farmacológico , HIV-1/fisiologia , Triazóis/uso terapêutico , Tropismo Viral , Adulto , Feminino , Infecções por HIV/virologia , HIV-1/isolamento & purificação , Humanos , Masculino , Maraviroc , Pessoa de Meia-Idade , Projetos Piloto , Resultado do Tratamento , Carga Viral , Adulto JovemRESUMO
Prolonged time on effective antiretroviral therapy (ART) should be associated with a low incidence of neurocognitive impairment (NCI). We investigated the rate of NCI in 162 largely pretreated patients with HIV RNA suppression according to CNS antiretroviral drug penetration in comparison with 67 patients on their first ART line. Cognitive performance (Trailmaking A, B, Digit Symbol, Grooved Pegboard; demographically adjusted and converted to Z scores, NPZ4) was evaluated, and CNS penetration effectiveness (CPE) ranks of 1 to 4 were assigned and summed per regimen. After a median of 173.2 months on therapy (1,909.3 patients-year), the rate of NCI was similar in both groups (mean NPZ4, -0.24 vs -0.2). Pretreated patients received regimens with a CPE <7 in a large proportion (30 vs 9 %; p < 0.01). Patients in monotherapy had worse NPZ4 score than patients receiving triple therapy (-0.78 vs -0.18; p = 0.02; effect sizes 1.38), and a lower CPE score was observed in patients with a CD4+ count nadir <200 cells/ml with NCI (6.5 vs 7.3, p = 0.04). In the multivariate model, only the lowest CD4+ count and hepatitis C virus coinfection were associated with NPZ4, whereas CPE <7 showed a trend to association (p = 0.06) probably due to patients on monotherapy (estimate -0.33, p < 0.01). In conclusion, the rate of NCI in largely pretreated patients was similar to that observed in patients on their first regimen, and nadir CD4+ count continue to be critical. CNS drug penetration should be considered in cases of high risk for NCI.
Assuntos
Terapia Antirretroviral de Alta Atividade , Transtornos Cognitivos/epidemiologia , Transtornos Cognitivos/virologia , Cognição/efeitos dos fármacos , Infecções por HIV/tratamento farmacológico , Adulto , Contagem de Linfócito CD4 , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Testes Neuropsicológicos , PrevalênciaRESUMO
PURPOSE: Etravirine (ETR) has shown a good lipid profile in previous studies. The aim of this study was to determine the virologic, immunologic, and lipid outcome in HIV-infected patients switching to an ETR-based antiretroviral regimen due to intolerance or toxicity. METHODS: Observational cohort study of 125 HIV-infected patients who switched therapy to an ETR-based regimen. The lipid profile, including total triglycerides (TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and high-density lipoprotein cholesterol (HDL-C) was compared after 24 weeks. RESULTS: Patients changed from efavirenz (n = 34; 28%) and ritonavir-boosted protease inhibitors (PI/r; 67 cases: 21 atazanavir, 21 lopinavir, 11 fosamprenavir, 14 darunavir). Hyperlipidemia was the cause in only 22 patients (18%). At 24 weeks, a significant decrease was observed in mean TC level (-8%), LDL-C (-8%), TC:HDL ratio (-6%), and TG level (-20%). For patients receiving previously efavirenz, there was a significant reduction in TC (-23 mg/dL; -13%) and LDL-C (-25 mg/dL; -21%) levels and a trend to a better TG level (-38 mg/dL; -21%;P = .06). In the case of prior PI/r therapy, there was also a significant reduction in TC (-14 mg/dL; -6%) and TG levels (-58 mg/dL; -16%), mostly in prior lopinavir- or fosamprenavir-based therapy (TC -15%; TG -53%). Median CD4+ count increased from 513 to 621 cells/µL (P = .03), and there were only 3 cases of virologic failure (2%). CONCLUSIONS: In patients switching to an ETR-containing regimen, there is a significant improvement of lipids and maintenance of immunologic and virologic response. This lipid-lowering effect was irrespective of the presence of previous hyperlipidemia and for patients receiving different antiretroviral drugs.
Assuntos
Fármacos Anti-HIV/uso terapêutico , Infecções por HIV/tratamento farmacológico , HIV-1/efeitos dos fármacos , Lipídeos/sangue , Piridazinas/uso terapêutico , Inibidores da Transcriptase Reversa/uso terapêutico , Adulto , Alcinos , Sulfato de Atazanavir , Benzoxazinas/uso terapêutico , Contagem de Linfócito CD4 , Carbamatos/uso terapêutico , Estudos de Coortes , Ciclopropanos , Darunavir , Quimioterapia Combinada , Feminino , Furanos , Infecções por HIV/imunologia , Infecções por HIV/metabolismo , Infecções por HIV/virologia , Inibidores da Protease de HIV/uso terapêutico , Humanos , Lopinavir/uso terapêutico , Masculino , Pessoa de Meia-Idade , Nitrilas , Oligopeptídeos/uso terapêutico , Organofosfatos/uso terapêutico , Piridinas/uso terapêutico , Pirimidinas , Ritonavir/uso terapêutico , Espanha , Sulfonamidas/uso terapêutico , Resultado do TratamentoRESUMO
BACKGROUND: To determine the incidence and significance of acute kidney injury (AKI) after initiating highly active antiretroviral therapy (HAART). METHODS: A prospective cohort study of 271 consecutively treated HIV-infected patients, initiating first (75) or sequential HAART (196) from January 2008 to June 2011. AKI was diagnosed according to the Risk, Injury, Failure, Loss of kidney function, End-stage renal disease (RIFLE)/Acute Kidney Injury Network (AKIN) criteria, and the risk of progression to chronic kidney disease (CKD) was evaluated. RESULTS: A greater estimated glomerular filtration rate (eGFR) decrease after 1 year was observed for patients initiating a tenofovir disoproxil fumarate (TDF)-based regimen (-6.45 versus +0.98 mL/min/1.73 m(2) when compared with patients without TDF; P < 0.01), both in the case of the first (-8.5 versus -2.27; P = 0.04) or successive regimens (-5.3 versus + 1.18 mL/min/1.73 m(2); P < 0.01). AKI, as defined, was observed in 10% (28 cases, 6.98 episodes/100 patients-year), mostly stage I (27 cases), in a median time of 6 (3-16.5) months. Four cases (14%), having a worse baseline renal function progressed to CKD, whereas four recovered completely. In the multivariate analysis, AKI was associated with the concomitant use of cotrimoxazole prophylaxis and to low CD4+ count. CKD was diagnosed in 2% (six cases) of patients. Therefore, the overall rate of HAART-associated renal disorders was 11% (30 cases, 7.46 episodes/100 patients-year (95% confidence interval, 6.09-8.83). CONCLUSIONS: The initiation of a tenofovir-based regimen is followed by a significant decline in eGFR, although it could be misinterpreted by the concomitant use of cotrimoxazole. A substantial proportion of patients develop AKI, but only a minority progress to CKD. Patients initiating HAART and developing AKI should be carefully monitored for progression of renal disease.
Assuntos
Injúria Renal Aguda/induzido quimicamente , Adenina/análogos & derivados , Fármacos Anti-HIV/efeitos adversos , Terapia Antirretroviral de Alta Atividade/efeitos adversos , Infecções por HIV/complicações , Organofosfonatos/efeitos adversos , Injúria Renal Aguda/virologia , Adenina/efeitos adversos , Adulto , Feminino , Seguimentos , Taxa de Filtração Glomerular , HIV/efeitos dos fármacos , Infecções por HIV/tratamento farmacológico , Humanos , Testes de Função Renal , Masculino , Prognóstico , Estudos Prospectivos , Fatores de Risco , TenofovirRESUMO
This study was designed to investigate the persistence of lipodystrophy (LD)-related social distress and isolation in HIV-infected patients in the current era, according to confirmatory dual energy X-ray absorptiometry (DEXA) measurements. Cross-sectional interview data were collected from 168 HIV-positive adult patients taking more than 2 years of antiretroviral therapy (133 cases with LD diagnosed a mean of 7.2 years before; 35 without LD, controls). Mean time of HIV infection was 16.2 years (2.1-27.3), and the mean time of exposure to highly active antiretroviral therapy of 11.7 years (2.1-21.1). The presence and severity of LD, confirmed by DEXA measurements, correlated with social isolation through a validated scale, including avoidance of social relationships, sex, work, or sport activities. In comparison with control patients, social distress was observed for patients having moderate body changes. The significant correlation between LD and social isolation was irrespective of age, CD4+ count, HIV RNA level, AIDS diagnosis, time of HIV infection, anxiety, or depressive symptoms. These results confirm that patient assessment of LD is correlated with whole-body DEXA scan, and they highlight the role of LD as an independent cause of social isolation even after years of the diagnosis.
Assuntos
Terapia Antirretroviral de Alta Atividade/efeitos adversos , Síndrome de Lipodistrofia Associada ao HIV/psicologia , Isolamento Social/psicologia , Absorciometria de Fóton , Adulto , Imagem Corporal/psicologia , Estudos de Casos e Controles , Estudos Transversais , Feminino , Infecções por HIV/tratamento farmacológico , Síndrome de Lipodistrofia Associada ao HIV/diagnóstico , Humanos , Masculino , Pessoa de Meia-Idade , Qualidade de VidaRESUMO
Antiretroviral simplification is a useful strategy to improve adherence and quality of life and prevent or reverse adverse effects in patients with HIV infection. The availability of new drugs with high efficacy and better tolerability in once-daily formulations or in fixed-dose combinations may be a better option for prolonged treatment. Rilpivirine, a new nonnucleoside reverse transcriptase inhibitor (NNRTI), has shown high antiviral efficacy in clinical trials with treatment-naïve patients, with a lower incidence of adverse effects and good tolerability. Its use in simplification regimens has been evaluated after the switch from efavirenz, demonstrating that dose adjustment is not required. In a large randomized study in patients who were receiving protease inhibitors, virological efficacy was maintained, with a lower incidence of adverse effects and improved lipid parameters and cardiovascular risk score. Given the ease of administration and good tolerability of this drug, recent communications at congresses have shown the rapid applicability of the results of studies in daily clinical practice in this scenario.
Assuntos
Fármacos Anti-HIV/uso terapêutico , Infecções por HIV/tratamento farmacológico , Nitrilas/uso terapêutico , Pirimidinas/uso terapêutico , Inibidores da Transcriptase Reversa/uso terapêutico , Alcinos , Fármacos Anti-HIV/administração & dosagem , Fármacos Anti-HIV/efeitos adversos , Terapia Antirretroviral de Alta Atividade , Benzoxazinas/administração & dosagem , Ensaios Clínicos como Assunto , Ciclopropanos , Interações Medicamentosas , Quimioterapia Combinada , Dislipidemias/induzido quimicamente , Dislipidemias/epidemiologia , Gastroenteropatias/induzido quimicamente , Gastroenteropatias/epidemiologia , Inibidores da Protease de HIV/administração & dosagem , Inibidores da Protease de HIV/efeitos adversos , Inibidores da Protease de HIV/uso terapêutico , Humanos , Adesão à Medicação , Estudos Multicêntricos como Assunto , Nitrilas/administração & dosagem , Nitrilas/efeitos adversos , Aceitação pelo Paciente de Cuidados de Saúde , Pirimidinas/administração & dosagem , Pirimidinas/efeitos adversos , Inibidores da Transcriptase Reversa/administração & dosagem , Inibidores da Transcriptase Reversa/efeitos adversos , Rilpivirina , Resultado do TratamentoRESUMO
OBJECTIVE: T-cell responses against SARS-CoV-2 are observed in unexposed individuals, attributed to previous common human coronavirus (HCoV) infections. We evaluated the evolution of this T-cell cross-reactive response and the specific memory B-cells (MBCs) after the SARS-CoV-2 mRNA-based vaccination and its impact on incident SARS-CoV-2 infections. METHODS: This was a longitudinal study of 149 healthcare workers (HCWs) that included 85 unexposed individuals that were subdivided according to previous T-cell cross-reactivity, who were compared to 64 convalescent HCWs. Changes in specific T-cell response and memory B-cell (MBC) levels were compared at baseline and after two doses of the SARS-CoV-2 mRNA-based vaccine. RESULTS: A cross-reactive T-cell response was found in 59% of unexposed individuals before vaccination. Antibodies against HKU1 positively correlated with OC43 and 229E antibodies. Spike-specific MBCs was scarce in unexposed HCWs regardless of the presence of baseline T-cell cross-reactivity. After vaccination, 92% and 96% of unexposed HCWs with cross-reactive T-cells had CD4+ and CD8+ T-cell responses to the spike protein, respectively. Similar results to that were found in convalescents (83% and 92%, respectively). Contrarily, higher than that which was observed in unexposed individuals without T-cell cross-reactivity showed lower CD4+ and CD8+ T-cell responses (73% in both cases, p = 0.03). Nevertheless, previous cross-reactive T-cell response was not associated with higher levels of MBCs after vaccination in unexposed HCWs. During a follow-up of 434 days (IQR, 339-495) after vaccination, 49 HCWs (33%) became infected, with a significant positive correlation between spike-specific MBC levels and isotypes IgG+ and IgA+ after vaccination and a longer time to get infected. Interestingly, T-cell cross-reactivity did not reduce the time to vaccine breakthrough infections. CONCLUSION: While pre-existing T-cell cross-reactivity enhances the T-cell response after vaccination, it does not increase SARS-CoV-2-specific MBC levels in the absence of previous infection. Overall, the level of specific MBCs determines the time to breakthrough infections, regardless of the presence of T-cell cross-reactivity.
Assuntos
COVID-19 , SARS-CoV-2 , Humanos , SARS-CoV-2/genética , Estudos Longitudinais , COVID-19/prevenção & controle , Anticorpos , Infecções Irruptivas , RNA Mensageiro , Vacinação , Anticorpos Antivirais , Glicoproteína da Espícula de Coronavírus/genéticaRESUMO
OBJECTIVES: We evaluated T-cell immune responses against SARS-CoV-2 variants of concern (VOC) after vaccination in people with HIV (PWH), and their impact on the incidence of disease. METHODS: A prospective cohort study. Peripheral blood mononuclear cells (PBMCs) were collected a median of 53âdays after second dose of mRNA vaccine. Humoral response and T cell responses against the spike (S) glycoprotein of wild-type SARS-CoV-2 (ancestral Wuhan variant) and mutated S-protein regions found in the Delta and Omicron variants were assessed by flow cytometry analysis. RESULTS: In 142 PWH without preceding SARS-CoV-2 infection, bivariate correlations showed a close association between T-cell responses to the different variants. However, despite at least 70% of PWH having a cellular immune response to any variant, CD4 + and CD8 + T cell responses against VOC were lower in frequency and magnitude (-3% and -20% for Delta, -33% and -28% for Omicron variant) compared with that observed against the Wuhan strain. A higher magnitude of SARS-CoV-2 spike-specific CD8 + T cell responses against all the variants was observed in those PWH with greater immune reconstitution. Notably, 27 symptomatic breakthrough infections (19%) in the setting of Delta and Omicron transmission were observed during follow-up, associated with a significant lower humoral and T-cell response to ancestral strain and VOC. On the contrary, only one PWH with COVID-19 (4%) required hospitalization. CONCLUSION: A blunted T-cell response against Delta and Omicron variant is observed in PWH who received two doses of mRNA vaccine. This lower immune response is associated with breakthrough SARS-CoV-2 infections.
Assuntos
COVID-19 , Infecções por HIV , Humanos , SARS-CoV-2 , Infecções Irruptivas , Leucócitos Mononucleares , Estudos Prospectivos , COVID-19/prevenção & controle , Infecções por HIV/complicações , Anticorpos Antivirais , Vacinas de mRNARESUMO
Objectives: The dynamics of the memory B cell (MBC) repertoire after SARS-CoV-2 vaccination is crucial for assessing long-term immunity. We compare spike-specific MBC responses between SARS-CoV-2 unexposed and recovered individuals, and their impact on breakthrough infections during follow-up. Methods: Spike-specific MBC and T cells were quantified at inclusion and after two doses of mRNA vaccine in a longitudinal cohort of 85 naïve and 64 recovered participants (47 with positive serology and 17 with negative serology after infection). Results: At inclusion, there was minimal spike-specific MBC in naïve SARS-CoV-2 individuals. After the second vaccine dose, MBCs were significantly boosted in naïve individuals, but reached a significantly lower level than that observed even in unvaccinated SARS-CoV-2 convalescents (p<0.001). Furthermore, while the secondary memory B cell (MBC) population consisted of 100%, 33%, and 76% IgG+, IgM+, and IgA+ expressing cells, respectively, in the unexposed group, the MBC response showed a significant decrease across all isotypes. Similarly, although secondary specific IgG+, IgM+, and IgA+-MBC isotypes were found in 100%, 39%, and 76% of the unexposed participants, respectively, the magnitude of the MBC levels was significantly lower for all the isotypes compared to convalescents. Interestingly, convalescents without an initial serological response had a lower MBC response, like what found in unexposed subjects. There was an inverse correlation between specific MBCs (r=-0.307; p=0.027), especially for isotype IgA+ (r=-0.279, p=0.045), and the time since the second vaccination dose. Furthermore, during a median follow-up of 434 days (IQR, 339-495), 49 out of 149 individuals (33%) became infected, 29 in naïve and 20 in convalescent individuals, showing a significant correlation between spike-specific MBC magnitude after vaccination and the time for SARS-CoV-2 infection, especially for IgA+/IgG+ MBC isotypes. Conclusions: MBCs were primed by mRNA-based vaccination in most cases, but SARS-CoV-2 naïve individuals had a blunted specific MBC response, and this was associated with a shorter time to breakthrough SARS-CoV-2 infection.
Assuntos
Vacinas contra COVID-19 , COVID-19 , Humanos , COVID-19/prevenção & controle , Vacina BNT162 , SARS-CoV-2 , Células B de Memória , RNA Mensageiro/genética , Imunoglobulina A , Imunoglobulina G , Imunoglobulina MRESUMO
Current guidelines recommend screening people with HIV (PWH) for bone disease using predictive tools developed for the general population, although data on PWH are scarce. In this study, we assessed the performance of FRAX and QFracture scoring systems to predict the occurrence of fragility fractures in a prospective cohort of 17,671 adults with human immunodeficiency virus (HIV) included in the HIV/AIDS research network (CoRIS) in Spain. The survival estimates of fragility fractures during follow-up were calculated and FRAX and QFracture scores were computed at cohort inclusion. For both tools, discriminatory measures and the observed-to-expected (O/E) ratios were assessed. During a follow-up time of 42,411.55 person-years, 113 fragility fractures were recorded. Areas under the curve were 0.66 [95% confidence interval (95% CI) 0.61-0.71] for FRAX and 0.67 (95% CI 0.62-0.73) for QFracture for major osteoporotic fractures, and 0.72 (95% CI 0.57-0.88) and 0.81 (95% CI 0.68-0.95) for hip fracture, respectively. The O/E was 1.67 for FRAX and 5.49 for QFracture for major osteoporotic fractures, and 11.23 for FRAX and 4.87 for QFracture for hip fractures. Moreover, O/E raised as the risk increased for both tools and in almost all age groups. When using the recommended assessment thresholds, <6% and 10% of major osteoporotic and hip fractures would have been identified, respectively. In conclusion, FRAX and QFracture displayed acceptable discrimination, although both tools significantly underestimated the risk of fragility fractures in PWH. The recommended assessment thresholds may not be appropriate for this population as they were unable to identify individuals with fragility fractures during follow-up.
Assuntos
Infecções por HIV , Fraturas do Quadril , Fraturas por Osteoporose , Adulto , Humanos , Fraturas por Osteoporose/epidemiologia , Fraturas por Osteoporose/etiologia , Fraturas por Osteoporose/diagnóstico , HIV , Estudos Prospectivos , Infecções por HIV/complicações , Infecções por HIV/epidemiologia , Medição de Risco , Fraturas do Quadril/epidemiologia , Fatores de Risco , Densidade ÓsseaRESUMO
People with HIV have a higher risk of fracture than the general population. Because of the low performance of the existing prediction tools, there is controversy surrounding fracture risk estimation in this population. The aim of the study was to develop a model for predicting the long-term risk of fragility fractures in people with HIV. We included 11,899 individuals aged ≥30 years from the Spanish HIV/AIDS research network cohort. We identified incident fragility fractures from medical records, defined as nontraumatic or those occurring after a casual fall, at major osteoporotic sites (hip, clinical spine, forearm, proximal humerus). Our model accounted for the competing risk of death and included 12 candidate predictors to estimate the time to first fragility fracture. We assessed the discrimination and calibration of the model and compared it with the FRAX tool. The incidence rate of fragility fractures was 4.34 (95% CI 3.61 to 5.22) per 1000 person-years. The final prediction model included age, chronic kidney disease, and chronic obstructive pulmonary disease as significant predictors. The model accurately predicted the 5- and 10-year risk of fragility fractures, with an area under the receiving operator characteristic curve of 0.768 (95% CI 0.722 to 0.814) and agreement between the observed and expected probabilities. Furthermore, it demonstrated better discrimination and calibration than the FRAX tool, improving the classification of over 35% of individuals with fragility fractures compared to FRAX. Our prediction model demonstrated accuracy in predicting the long-term risk of fragility fractures. It can assist in making personalized intervention decisions for individuals with HIV and could potentially replace the current tools recommended for fracture risk assessment in this population. © 2023 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research (ASBMR).
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BACKGROUND: Mechanisms contributing to COVID-19 severity in people with HIV (PWH) are poorly understood. We evaluated temporal changes in plasma proteins following SARS-CoV-2 infection and identified pre-infection proteomic markers associated with future COVID-19. METHODS: We leveraged data from the global Randomized Trial to Prevent Vascular Events in HIV (REPRIEVE). Antiretroviral therapy (ART)-treated PWH with clinical, antibody-confirmed COVID-19 as of September 2021 were matched on geographic region, age, and sample timing to antibody negative controls. For cases and controls, pre COVID-19 pandemic specimens were obtained prior to January 2020 to assess change over time and relationship to COVID-19 severity, using false-discovery adjusted mixed effects modeling. FINDINGS: We compared 257 unique plasma proteins in 94 COVID-19 antibody-confirmed clinical cases and 113 matched antibody-negative controls, excluding COVID-19 vaccinated participants (age 50 years, 73% male). 40% of cases were characterized as mild; 60% moderate to severe. Median time from COVID-19 infection to follow-up sampling was 4 months. Temporal patterns of protein changes differed based on COVID-19 disease severity. Among those experiencing moderate to severe disease vs. controls, NOS3 increased whereas ANG, CASP-8, CD5, GZMH, GZMB, ITGB2, and KLRD1 decreased. Higher pre-pandemic levels of granzymes A, B and H (GZMA, GZMB and GZMH) were associated with the future development of moderate-severe COVID-19 and were related to immune function. INTERPRETATION: We identified temporal changes in proteins closely linked to inflammatory, immune, and fibrotic pathways which may relate to COVID-19-related morbidity among ART-treated PWH. Further we identified key granzyme proteins associated with future COVID-19 in PWH. FUNDING: This study is supported through NIH grants U01HL123336, U01HL123336-06 and 3U01HL12336-06S3, to the clinical coordinating center, and U01HL123339, to the data coordinating center as well as funding from Kowa Pharmaceuticals, Gilead Sciences, and a grant award through ViiV Healthcare. The NIAID supported this study through grants UM1 AI068636, which supports the AIDS Clinical Trials Group (ACTG) Leadership and Operations Center, and UM1 AI106701, which supports the ACTG Laboratory Center. This work was also supported by NIAID through grant K24AI157882 to MZ. The work of IS was supported by the intramural research program of NIAID/NIH.
Assuntos
COVID-19 , Masculino , Humanos , Pessoa de Meia-Idade , Feminino , SARS-CoV-2 , Pandemias/prevenção & controle , Proteômica , Proteínas Sanguíneas , Anticorpos Antivirais , AntirretroviraisRESUMO
Background: Inflammasome activation is increased in people with human immunodeficiency virus (PWH), but its relationship with coronary plaque is poorly understood in this setting. Methods: In a large human immunodeficiency virus cardiovascular prevention cohort, relationships between caspase-1, interleukin (IL)-1ß, and IL-18 and coronary plaque indices were assessed by multivariate logistic regression. Results: Higher IL-18 and IL-1ß were associated with Leaman score, an integrative measure of plaque burden and composition. Conclusions: As Leaman score >5 is associated with cardiovascular events in the general population, future work is needed to determine how the inflammasome relates to events and whether strategies to reduce its activation affect events or plaque progression among PWH.
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Purpose: To analyze the impact of SARS-COV-2-specific memory B cells (MBC) on the immune response after two doses of mRNA-based Comirnaty COVID-19 vaccine in seronegative health care workers. This study is seeking a rationale for boosting vaccines. Methods: Longitudinal study including 31 seronegative health care workers with undetectable specific MBCs (IgG-MBC- group), 24 seronegative with detectable specific MBCs (IgG-MBC+ group), and 24 seropositive with detectable specific MBCs (IgG+MBC+ group). The level of antibodies that inhibit ACE2-RBD interaction, and anti-Spike IgG, IgA, and IgM antibodies was quantified by ELISA. In addition, specific memory B and T cells were quantified by flow cytometry. Results: The level of specific MBCs, and isotypes, in the IgG-MBC- group was lower compared to that found in IgG-MBC+ (p = 0.0001) and IgG+MBC+ (p < 0.0001) groups, respectively. ACE2-RBD neutralizing antibodies and anti-S IgG antibodies were at lower levels in the IgG-MBC-group after the vaccine. Specific MBCs directly correlated with specific CD4+ T cells (although not significant, p = 0.065), while no correlation was found with specific CD8+ T cells (p = 0.156) after the vaccine. In parallel, ACE2-RBD neutralizing antibodies only positively correlated with specific CD4+ T cells (p = 0.034). Conclusion: IgG-MBC- individuals showed the worst humoral and cellular responses, both in frequency and magnitude, after vaccination. Individuals whose antibodies wane and become undetectable after a given period of time post vaccination and show no specific MBCs are less protected and hence are good candidates for boosting vaccine. On the other hand, seronegative individuals with specific MBC showed faster and higher responses compared to the IgG-MBC- group.