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1.
BMC Med Res Methodol ; 23(1): 149, 2023 06 26.
Artículo en Inglés | MEDLINE | ID: mdl-37365584

RESUMEN

Active-control trials, where an experimental treatment is compared with an established treatment, are performed when the inclusion of a placebo control group is deemed to be unethical. For time-to-event outcomes, the primary estimand is usually the rate ratio, or the closely-related hazard ratio, comparing the experimental group with the control group. In this article we describe major problems in the interpretation of this estimand, using examples from COVID-19 vaccine and HIV pre-exposure prophylaxis trials. In particular, when the control treatment is highly effective, the rate ratio may indicate that the experimental treatment is clearly statistically inferior even when it is worthwhile from a public health perspective. We argue that it is crucially important to consider averted events as well as observed events in the interpretation of active-control trials. An alternative metric that incorporates this information, the averted events ratio, is proposed and exemplified. Its interpretation is simple and conceptually appealing, namely the proportion of events that would be averted by using the experimental treatment rather than the control treatment. The averted events ratio cannot be directly estimated from the active-control trial, and requires an additional assumption about either: (a) the incidence that would have been observed in a hypothetical placebo arm (the counterfactual incidence) or (b) the efficacy of the control treatment (relative to no treatment) that pertained in the active-control trial. Although estimation of these parameters is not straightforward, this must be attempted in order to draw rational inferences. To date, this method has been applied only within HIV prevention research, but has wider applicability to treatment trials and other disease areas.


Asunto(s)
COVID-19 , Infecciones por VIH , Humanos , COVID-19/prevención & control , Vacunas contra la COVID-19 , Resultado del Tratamiento , Modelos de Riesgos Proporcionales , Infecciones por VIH/prevención & control , Ensayos Clínicos Controlados Aleatorios como Asunto
2.
Age Ageing ; 52(8)2023 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-37595069

RESUMEN

BACKGROUND: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) caused severe disease in unvaccinated long-term care facility (LTCF) residents. Initial booster vaccination following primary vaccination is known to provide strong short-term protection, but data are limited on duration of protection and the protective effect of further booster vaccinations. OBJECTIVE: To evaluate the effectiveness of third, fourth and fifth dose booster vaccination against SARS-CoV-2 related mortality amongst older residents of LTCFs. DESIGN: Prospective cohort study. SETTING: LTCFs for older people in England participating in the VIVALDI study. METHODS: Residents aged >65 years at participating LTCFs were eligible for inclusion if they had at least one polymerase chain reaction or lateral flow device result within the analysis period 1 January 2022 to 31 December 2022. We excluded individuals who had not received at least two vaccine doses before the analysis period. Cox regression was used to estimate relative hazards of SARS-CoV-2 related mortality following 1-3 booster vaccinations compared with primary vaccination, stratified by previous SARS-CoV-2 infection and adjusting for age, sex and LTCF size (total beds). RESULTS: A total of 13,407 residents were included. Our results indicate that third, fourth and fifth dose booster vaccination provide additional short-term protection against SARS-CoV-2 related mortality relative to primary vaccination, with consistent stabilisation beyond 112 days to 45-75% reduction in risk relative to primary vaccination. CONCLUSIONS: Successive booster vaccination doses provide additional short-term protection against SARS-CoV-2 related mortality amongst older LTCF residents. However, we did not find evidence of a longer-term reduction in risk beyond that provided by initial booster vaccination.


Asunto(s)
Vacunas contra la COVID-19 , COVID-19 , SARS-CoV-2 , Anciano , Humanos , COVID-19/mortalidad , COVID-19/prevención & control , Cuidados a Largo Plazo , Estudios Prospectivos , Instituciones de Cuidados Especializados de Enfermería , Vacunas contra la COVID-19/administración & dosificación , Eficacia de las Vacunas , Inglaterra/epidemiología
3.
J Infect Dis ; 226(11): 1877-1881, 2022 11 28.
Artículo en Inglés | MEDLINE | ID: mdl-35429382

RESUMEN

General population studies have shown strong humoral response following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccination with subsequent waning of anti-spike antibody levels. Vaccine-induced immune responses are often attenuated in frail and older populations, but published data are scarce. We measured SARS-CoV-2 anti-spike antibody levels in long-term care facility residents and staff following a second vaccination dose with Oxford-AstraZeneca or Pfizer-BioNTech. Vaccination elicited robust antibody responses in older residents, suggesting comparable levels of vaccine-induced immunity to that in the general population. Antibody levels are higher after Pfizer-BioNTech vaccination but fall more rapidly compared to Oxford-AstraZeneca recipients and are enhanced by prior infection in both groups.


Asunto(s)
COVID-19 , Vacunas , Humanos , Anciano , SARS-CoV-2 , ChAdOx1 nCoV-19 , Vacuna BNT162 , Cuidados a Largo Plazo , COVID-19/prevención & control , Anticuerpos Antivirales , Inglaterra
4.
HIV Med ; 23(3): 294-300, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34634168

RESUMEN

OBJECTIVES: Integrase strand transfer inhibitors (INSTIs) are commonplace in modern antiretroviral therapy (ART). Increased weight gain with their use is increasingly scrutinized. We evaluated weight changes in treatment-naïve adults with HIV-1 attending a UK centre who started regimens including raltegravir or dolutegravir. METHODS: A retrospective cohort study of adults prescribed an INSTI between January 2015 and March 2020 were categorized as having started an ART regimen containing raltegravir, dolutegravir, a protease inhibitor or a nonnucleoside reverse transcriptase inhibitor. Individuals with one or more weight measurement ≤ 5 years both pre- and post-ART initiation, who started a three-drug regimen with ≥ 6 months duration and achieved virological suppression (< 50 copies/mL) within 6 months were included. A random effects model with linear slope pre- and post-ART was used, adjusting for age, gender, ethnicity, ART regimen, backbone and year of initiation. RESULTS: The cohort included 390 adults; 88.7% were male, 66.4% were of white ethnicity, their median age was 40 years, there was a median of six weight measurements, 2.2 years from diagnosis to ART initiation, 2.9 years from ART to the last weight measurement, and weight and body mass index at initiation were 75 kg and 24.1 kg/m2 respectively. Of these, 254 (65%) started an INSTI. The average pre-ART rate of weight gain was 0.44 kg/year [95% confidence interval (CI): 0.19-0.70], increasing to 0.88 kg/year (0.63-1.10, p = 0.04) after ART initiation. Our adjusted model found no evidence of an association between ART regimen and rate of weight gain. CONCLUSIONS: Weight increased in the cohort both pre- and post-ART. We found no evidence of a higher rate of weight gain following ART initiation with an INSTI compared with other regimens.


Asunto(s)
Infecciones por VIH , Inhibidores de Integrasa VIH , Adulto , Infecciones por VIH/tratamiento farmacológico , Inhibidores de Integrasa VIH/efectos adversos , Humanos , Masculino , Estudios Retrospectivos , Inhibidores de la Transcriptasa Inversa/efectos adversos , Aumento de Peso
5.
Sex Transm Infect ; 97(7): 541-546, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-33328194

RESUMEN

OBJECTIVES: Rectal swab specimens, either alone or pooled with first-void urine (FVU) and pharyngeal swab specimens, are used to test for Chlamydia trachomatis (CT) and Neisseria gonorrhoeae (NG) infection in men who have sex with men (MSM). Following introduction of human papillomavirus (HPV) vaccination for MSM attending UK sexual health services (SHSs), HPV testing of residual CT/NG test specimens has been proposed to monitor HPV prevalence in this population. Performance of HPV detection in such specimens has not been evaluated previously. METHODS: MSM attending a UK SHS provided three specimens: (1) rectal swab for CT/NG, (2) pooled rectal/pharyngeal/FVU specimen for CT/NG and (3) dedicated anal swab for HPV. Specimen 3 and residual material from specimens 1 and 2 were tested for type-specific HPV DNA. HPV detection was by an in-house multiplex PCR and luminex-based genotyping assay. RESULTS: A total of 129 MSM were recruited with a mean age of 38.1 years; 24% were HIV-positive. Of the 129 MSM, 92 (71%) had any type-specific HPV DNA in ≥1 specimen; 80 (62%) had high risk (HR) HPV. Of 123 participants with sufficient residual pooled and dedicated specimens, 70 (56.9%) had detectable HPV on both, and 40 (32.5%) were negative on both; overall concordance was 89% (95% CI 83% to 94%), and kappa statistic was 0.78 (95% CI 0.66 to 0.89). Pooled samples had a 4.1% (95% CI -1.9% to 10.0%) higher test positivity rate than dedicated samples.Of 125 participants with sufficient residual rectal and specimens, 74 (59.2%) had detectable HPV on both, and 36 (28.8%) were negative on both; overall concordance was 88% (95% CI 81% to 93%), and kappa statistic was 0.74 (95% CI 0.61 to 0.86). Residual rectal samples had 5.6% (95%CI -0.6% to 11.8%) higher test positivity than dedicated samples. CONCLUSIONS: We observed high concordance between the dedicated and residual STI test specimens. Our data support the strategy of testing residual specimens for HPV prevalence monitoring in MSM to evaluate the impact of the targeted vaccination programme.


Asunto(s)
Alphapapillomavirus/genética , Canal Anal/virología , Infecciones por Chlamydia/virología , ADN Viral/análisis , Gonorrea/virología , Homosexualidad Masculina/estadística & datos numéricos , Infecciones por Papillomavirus/epidemiología , Adulto , Infecciones por Chlamydia/diagnóstico , Infecciones por Chlamydia/orina , Chlamydia trachomatis/genética , Estudios Transversales , Gonorrea/diagnóstico , Gonorrea/orina , Humanos , Masculino , Persona de Mediana Edad , Neisseria gonorrhoeae/genética , Técnicas de Amplificación de Ácido Nucleico/estadística & datos numéricos , Infecciones por Papillomavirus/virología , Faringe/virología , Prevalencia , Manejo de Especímenes , Reino Unido/epidemiología
6.
Am J Respir Crit Care Med ; 201(8): 984-991, 2020 04 15.
Artículo en Inglés | MEDLINE | ID: mdl-31825645

RESUMEN

Rationale: Development of diagnostic tools with improved predictive value for tuberculosis (TB) is a global research priority.Objectives: We evaluated whether implementing higher diagnostic thresholds than currently recommended for QuantiFERON Gold-in-Tube (QFT-GIT), T-SPOT.TB, and the tuberculin skin test (TST) might improve prediction of incident TB.Methods: Follow-up of a UK cohort of 9,610 adult TB contacts and recent migrants was extended by relinkage to national TB surveillance records (median follow-up 4.7 yr). Incidence rates and rate ratios, sensitivities, specificities, and predictive values for incident TB were calculated according to ordinal strata for quantitative results of QFT-GIT, T-SPOT.TB, and TST (with adjustment for prior bacillus Calmette-Guérin [BCG] vaccination).Measurements and Main Results: For all tests, incidence rates and rate ratios increased with the magnitude of the test result (P < 0.0001). Over 3 years' follow-up, there was a modest increase in positive predictive value with the higher thresholds (3.0% for QFT-GIT ≥0.35 IU/ml vs. 3.6% for ≥4.00 IU/ml; 3.4% for T-SPOT.TB ≥5 spots vs. 5.0% for ≥50 spots; and 3.1% for BCG-adjusted TST ≥5 mm vs. 4.3% for ≥15 mm). As thresholds increased, sensitivity to detect incident TB waned for all tests (61.0% for QFT-GIT ≥0.35 IU/ml vs. 23.2% for ≥4.00 IU/ml; 65.4% for T-SPOT.TB ≥5 spots vs. 27.2% for ≥50 spots; 69.7% for BCG-adjusted TST ≥5 mm vs. 28.1% for ≥15 mm).Conclusions: Implementation of higher thresholds for QFT-GIT, T-SPOT.TB, and TST modestly increases positive predictive value for incident TB, but markedly reduces sensitivity. Novel biomarkers or validated multivariable risk algorithms are required to improve prediction of incident TB.


Asunto(s)
Ensayos de Liberación de Interferón gamma/métodos , Tuberculosis Latente/diagnóstico , Prueba de Tuberculina/métodos , Tuberculosis/diagnóstico , Adulto , Estudios de Cohortes , Femenino , Humanos , Incidencia , Tuberculosis Latente/epidemiología , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Estudios Prospectivos , Tuberculosis/epidemiología , Reino Unido/epidemiología
7.
Am J Transplant ; 20(12): 3520-3528, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-32343489

RESUMEN

The number of solid organ transplant recipients (SOTR), and their life expectancy, is increasing, with higher risk for long-term complications from immunosuppression. We carried out a systematic review describing the burden of anal squamous cell carcinoma (SCC), and its surrogates, in SOTR. We conducted mixed effect model-based meta-analyses evaluating incidence of anal SCC (standardized incidence ratio [SIR] vs general population, and absolute incidence rate [IR]), prevalence of anal squamous abnormalities, and human papillomavirus (HPV) 16. Generalized I2 statistics were calculated, quantifying heterogeneity. Anal SCC incidence in SOTR was elevated vs the general population (pooled SIR = 6.8, 95% confidence interval [CI], 4.3-10.9; 6 studies including 241 106 SOTR; I2  = 82.3%), with an absolute IR of 12.3 (95% CI, 10.4-14.7) per 100 000 person-years (5 studies including 1 079 489 person-years; I2  = 0%). Prevalence of abnormal anal cytology was 12.9% (95% CI, 9.2%-17.7%; 6 studies including 328 SOTR; I2  = 17.4%). For histology, the pooled prevalence estimate of anal squamous intraepithelial lesions was 22.4% (95% CI, 17.3%-28.5%; 3 studies including 214 SOTR; I2  = 0%), with 4.7% (95% CI, 2.5%-8.5%; I2  = 0%) high-grade squamous intraepithelial lesions. Pooled anal HPV16 prevalence was 3.6% (95% CI, 1.6%-7.8%; 4 studies including 254 SOTR; I2  = 17.6%). There was substantial and consistent evidence of elevated anal SCC incidence in SOTR.


Asunto(s)
Neoplasias del Ano , Carcinoma de Células Escamosas , Trasplante de Órganos , Infecciones por Papillomavirus , Lesiones Intraepiteliales Escamosas , Neoplasias del Ano/epidemiología , Neoplasias del Ano/etiología , Carcinoma de Células Escamosas/epidemiología , Carcinoma de Células Escamosas/etiología , Papillomavirus Humano 16 , Humanos , Trasplante de Órganos/efectos adversos , Infecciones por Papillomavirus/epidemiología
8.
Clin Infect Dis ; 67(8): 1262-1268, 2018 09 28.
Artículo en Inglés | MEDLINE | ID: mdl-29659752

RESUMEN

Background: Information on the performance of anal cytology in women who are high risk for human papillomavirus-related lesions and the factors that might influence cytology are largely lacking. Methods: Retrospective study including all new referrals of women with a previous history of anogenital neoplasia from January 2012 to July 2017, with concomitant anal cytology and high-resolution anoscopy with or without biopsies. Results: Six hundred and thirty six anal cytology samples and 323 biopsies obtained from 278 women were included. Overall sensitivity and specificity of "any abnormality" on anal cytology to predict any abnormality in histology was 47% (95% confidence interval [CI], 41%-54%) and 84% (95% CI, 73%-91%), respectively. For detecting high-grade squamous intraepithelial lesions (HSIL)/cancer, sensitivity was 71% (95% CI, 61%-79%) and specificity was 73% (95% CI, 66%-79%). There was a poor concordance between cytological and histological grades (κ = 0.147). Cytology had a higher sensitivity to predict HSIL/cancer in immunosuppressed vs nonimmunosuppressed patients (92% vs 60%, P = .002). The sensitivity for HSIL detection was higher when 2 or more quadrants were affected compared with 1 (86% vs 57%, P = .006). A previous history of vulvar HSIL/cancer (odds ratio [OR], 1.71, 1.08-2.73; P = .023), immunosuppression (OR, 1.88, 1.17-3.03; P = .009), and concomitant genital HSIL/cancer (OR, 2.51, 1.47-4.29; P = .001) were risk factors for abnormal cytology. Conclusions: Women characteristics can influence the performance of anal cytology. The sensitivity for detecting anal HSIL/cancer was higher in those immunosuppressed and with more extensive disease.


Asunto(s)
Canal Anal/citología , Canal Anal/patología , Neoplasias del Ano/diagnóstico , Técnicas Citológicas/normas , Proctoscopía/normas , Adulto , Biopsia , Femenino , Infecciones por VIH/complicaciones , Técnicas Histológicas/normas , Humanos , Persona de Mediana Edad , Oportunidad Relativa , Infecciones por Papillomavirus , Estudios Prospectivos , Estudios Retrospectivos , Factores de Riesgo , Sensibilidad y Especificidad
9.
BMC Med Res Methodol ; 18(1): 65, 2018 06 27.
Artículo en Inglés | MEDLINE | ID: mdl-29945571

RESUMEN

BACKGROUND: Minimisation of the delay to diagnosis is critical to achieving optimal outcomes for HIV patients and to limiting the potential for further onward infections. However, investigation of diagnosis delay is hampered by the fact that in most newly diagnosed patients the exact timing of infection cannot be determined and so inferences must be drawn from biomarker data. METHODS: We develop a Bayesian statistical model to evaluate delay-to-diagnosis distributions in HIV patients without known infection date, based on viral sequence genetic diversity and longitudinal viral load and CD4 count data. The delay to diagnosis is treated as a random variable for each patient and their biomarker data are modelled relative to the true time elapsed since infection, with this dependence used to obtain a posterior distribution for the delay to diagnosis. Data from a national seroconverter cohort with infection date known to within ± 6 months, linked to a database of viral sequences, are used to calibrate the model parameters. An exponential survival model is implemented that allows general inferences regarding diagnosis delay and pooling of information across groups of patients. If diagnoses are only observed within a given window period, then it is necessary to also model incidence as a function of time; we suggest a pragmatic approach to this problem when dealing with data from an established epidemic. The model developed is used to investigate delay-to-diagnosis distributions in men who have sex with men diagnosed with HIV in London in the period 2009-2013 with unknown date of infection. RESULTS: Cross-validation and simulation analyses indicate that the models developed provide more accurate information regarding the timing of infection than does CD4 count-based estimation. Delay-to-diagnosis distributions were estimated in the London cohort, and substantial differences were observed according to ethnicity. CONCLUSION: The combination of all available biomarker data with pooled estimation of the distribution of diagnosis-delays allows for more precise prediction of the true timing of infection in individual patients, and the models developed also provide useful population-level information.


Asunto(s)
Teorema de Bayes , Recuento de Linfocito CD4 , Diagnóstico Tardío , Infecciones por VIH/diagnóstico , Femenino , Infecciones por VIH/epidemiología , Infecciones por VIH/virología , VIH-1/fisiología , Homosexualidad Masculina , Humanos , Incidencia , Londres/epidemiología , Masculino , Modelos Teóricos , Factores de Tiempo , Carga Viral
10.
AIDS Res Ther ; 15(1): 11, 2018 04 16.
Artículo en Inglés | MEDLINE | ID: mdl-29661246

RESUMEN

BACKGROUND: The prevalence of HIV-1 resistance to antiretroviral therapies (ART) has declined in high-income countries over recent years, but drug resistance remains a substantial concern in many low and middle-income countries. The Q151M and T69 insertion (T69i) resistance mutations in the viral reverse transcriptase gene can reduce susceptibility to all nucleoside/tide analogue reverse transcriptase inhibitors, motivating the present study to investigate the risk factors and outcomes associated with these mutations. METHODS: We considered all data in the UK HIV Drug Resistance Database for blood samples obtained in the period 1997-2014. Where available, treatment history and patient outcomes were obtained through linkage to the UK Collaborative HIV Cohort study. A matched case-control approach was used to assess risk factors associated with the appearance of each of the mutations in ART-experienced patients, and survival analysis was used to investigate factors associated with viral suppression. A further analysis using matched controls was performed to investigate the impact of each mutation on survival. RESULTS: A total of 180 patients with Q151M mutation and 85 with T69i mutation were identified, almost entirely from before 2006. Occurrence of both the Q151M and T69i mutations was strongly associated with cumulative period of virological failure while on ART, and for Q151M there was a particular positive association with use of stavudine and negative association with use of boosted-protease inhibitors. Subsequent viral suppression was negatively associated with viral load at sequencing for both mutations, and for Q151M we found a negative association with didanosine use but a positive association with boosted-protease inhibitor use. The results obtained in these analyses were also consistent with potentially large associations with other drugs. Analyses were inconclusive regarding associations between the mutations and mortality, but mortality was high for patients with low CD4 at detection. CONCLUSIONS: The Q151M and T69i resistance mutations are now very rare in the UK. Our results suggest that good outcomes are possible for people with these mutations. However, in this historic sample, viral load and CD4 at detection were important factors in determining prognosis.


Asunto(s)
Fármacos Anti-VIH/uso terapéutico , Farmacorresistencia Viral Múltiple/genética , VIH-1/genética , Mutación , Teorema de Bayes , Estudios de Casos y Controles , Estudios de Cohortes , Infecciones por VIH/tratamiento farmacológico , Infecciones por VIH/epidemiología , Infecciones por VIH/mortalidad , Transcriptasa Inversa del VIH/efectos de los fármacos , Transcriptasa Inversa del VIH/genética , Humanos , Epidemiología Molecular , Inhibidores de la Transcriptasa Inversa/uso terapéutico , Factores de Riesgo , Estavudina/uso terapéutico , Análisis de Supervivencia , Resultado del Tratamiento , Reino Unido/epidemiología , Carga Viral/efectos de los fármacos
11.
Fetal Diagn Ther ; 41(2): 100-107, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-27622538

RESUMEN

INTRODUCTION: This study investigates patterns of intertwin size discordance in dichorionic diamniotic (DCDA) and monochorionic diamniotic (MCDA) twin pregnancies. MATERIAL AND METHODS: Ultrasound measurements of twin pregnancies, from 14 weeks to term, were collected by 9 hospitals over a 10-year period. This analysis considers the modelled and observed levels of discordance in abdominal circumference (AC) and estimated fetal weight (EFW) in relation to gestational age. Fitted models were analysed to produce charts displaying the expected range of intertwin discordance in AC and EFW at any given examination. RESULTS: The dataset for analysis included a total of 9,866 ultrasound examinations in 1,802 DCDA and 323 MCDA twin pregnancies. The 95th percentile of intertwin discordance in EFW increased from 18.3% (95% CI, 17.8-18.7%) at 20 weeks to 21.9% (95% CI, 21.3-22.4%) at 30 weeks for DCDA pregnancies. The 95th percentile for intertwin discordance in AC was stable at 10-11% for this period. Slightly higher levels of discordance were observed for MCDA than for DCDA pregnancies. DISCUSSION: The expected range of intertwin discordance in EFW and AC shows differences with gestational age and between DCDA and MCDA pregnancies.


Asunto(s)
Peso al Nacer/fisiología , Desarrollo Fetal/fisiología , Retardo del Crecimiento Fetal/diagnóstico por imagen , Segundo Trimestre del Embarazo , Tercer Trimestre del Embarazo , Embarazo Gemelar , Femenino , Retardo del Crecimiento Fetal/fisiopatología , Edad Gestacional , Humanos , Embarazo , Ultrasonografía Prenatal
12.
Stat Med ; 35(9): 1514-32, 2016 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-26555755

RESUMEN

Longitudinal data are widely analysed using linear mixed models, with 'random slopes' models particularly common. However, when modelling, for example, longitudinal pre-treatment CD4 cell counts in HIV-positive patients, the incorporation of non-stationary stochastic processes such as Brownian motion has been shown to lead to a more biologically plausible model and a substantial improvement in model fit. In this article, we propose two further extensions. Firstly, we propose the addition of a fractional Brownian motion component, and secondly, we generalise the model to follow a multivariate-t distribution. These extensions are biologically plausible, and each demonstrated substantially improved fit on application to example data from the Concerted Action on SeroConversion to AIDS and Death in Europe study. We also propose novel procedures for residual diagnostic plots that allow such models to be assessed. Cohorts of patients were simulated from the previously reported and newly developed models in order to evaluate differences in predictions made for the timing of treatment initiation under different clinical management strategies. A further simulation study was performed to demonstrate the substantial biases in parameter estimates of the mean slope of CD4 decline with time that can occur when random slopes models are applied in the presence of censoring because of treatment initiation, with the degree of bias found to depend strongly on the treatment initiation rule applied. Our findings indicate that researchers should consider more complex and flexible models for the analysis of longitudinal biomarker data, particularly when there are substantial missing data, and that the parameter estimates from random slopes models must be interpreted with caution.


Asunto(s)
Recuento de Linfocito CD4/estadística & datos numéricos , Infecciones por VIH/epidemiología , Análisis Multivariante , Infecciones por VIH/inmunología , Infecciones por VIH/terapia , Humanos , Funciones de Verosimilitud , Modelos Lineales , Estudios Longitudinales , Modelos Estadísticos , Procesos Estocásticos , Resultado del Tratamiento
13.
BMC Med Res Methodol ; 16: 121, 2016 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-27633882

RESUMEN

BACKGROUND: There has been some debate in the literature as to whether baseline values of a measurement of interest at treatment initiation should be treated as an outcome variable as part of a model for longitudinal change or instead used as a predictive variable with respect to the response to treatment. We develop a new approach that involves a combined statistical model for all pre- and post-treatment observations of the biomarker of interest, in which the characteristics of response to treatment are treated as a function of the 'true' value of the biomarker at treatment initiation. METHODS: The modelling strategy developed is applied to a dataset of CD4 counts from patients in the UK Register of HIV Seroconverters (UKR) cohort who initiated highly active antiretroviral therapy (HAART). The post-HAART recovery in CD4 counts for each individual is modelled as following an asymptotic curve in which the speed of response to treatment and long-term maximum are functions of the 'true' underlying CD4 count at initiation of HAART and the time elapsed since seroconversion. Following previous research in this field, the models developed incorporate non-stationary stochastic process components, and the possibility of between-patient differences in variability over time was also considered. RESULTS: A variety of novel models were successfully fitted to the UKR dataset. These provide reinforcing evidence for findings that have previously been reported in the literature, in particular that there is a strong positive relationship between CD4 count at initiation of HAART and the long-term maximum in each patient, but also reveal potentially important features of the data that would not have been easily identified by other methods of analysis. CONCLUSION: Our proposed methodology provides a unified framework for the analysis of pre- and post-treatment longitudinal biomarker data that will be useful for epidemiological investigations and simulations in this context. The approach developed allows use of all relevant data from observational cohorts in which many patients are missing pre-treatment measurements and in which the timing and number of observations vary widely between patients.


Asunto(s)
Infecciones por VIH/diagnóstico , Algoritmos , Fármacos Anti-VIH/farmacología , Fármacos Anti-VIH/uso terapéutico , Biomarcadores , Recuento de Linfocito CD4 , Interpretación Estadística de Datos , Infecciones por VIH/tratamiento farmacológico , Infecciones por VIH/inmunología , Humanos , Funciones de Verosimilitud , Estudios Longitudinales , Análisis de Regresión , Resultado del Tratamiento
14.
J Am Med Dir Assoc ; 25(2): 304-313.e11, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38065220

RESUMEN

OBJECTIVES: To describe the built environment in long-term care facilities (LTCF) and its association with introduction and transmission of SARS-CoV-2 infection. DESIGN: Cross-sectional survey with linkage to routine surveillance data. SETTING AND PARTICIPANTS: LTCFs in England caring for adults ≥65 years old, participating in the VIVALDI study (ISRCTN14447421) were eligible. Data were included from residents and staff. METHODS: Cross-sectional survey of the LTCF built environment with linkage to routinely collected asymptomatic and symptomatic SARS-CoV-2 testing and vaccination data between September 1, 2020, and March 31, 2022. We used individual and LTCF level Poisson and Negative Binomial regression models to identify risk factors for 4 outcomes: incidence rate of resident infections and outbreaks, outbreak size, and duration. We considered interactions with variant transmissibility (pre vs post Omicron dominance). RESULTS: A total of 134 of 151 (88.7%) LTCFs participated in the survey, contributing data for 13,010 residents and 17,766 staff. After adjustment and stratification, outbreak incidence (measuring infection introduction) was only associated with SARS-CoV-2 incidence in the community [incidence rate ratio (IRR) for high vs low incidence, 2.84; 95% CI, 1.85-4.36]. Characteristics of the built environment were associated with transmission outcomes and differed by variant transmissibility. For resident infection incidence, factors included number of storeys (0.64; 0.43-0.97) and bedrooms (1.04; 1.02-1.06), and purpose-built vs converted buildings (1.99; 1.08-3.69). Air quality was associated with outbreak size (dry vs just right 1.46; 1.00-2.13). Funding model (0.99; 0.99-1.00), crowding (0.98; 0.96-0.99), and bedroom temperature (1.15; 1.01-1.32) were associated with outbreak duration. CONCLUSIONS AND IMPLICATIONS: We describe previously undocumented diversity in LTCF built environments. LTCFs have limited opportunities to prevent SARS-CoV-2 introduction, which was only driven by community incidence. However, adjusting the built environment, for example by isolating infected residents or improving airflow, may reduce transmission, although data quality was limited by subjectivity. Identifying LTCF built environment modifications that prevent infection transmission should be a research priority.


Asunto(s)
COVID-19 , SARS-CoV-2 , Adulto , Humanos , Anciano , COVID-19/epidemiología , Estudios Transversales , Cuidados a Largo Plazo , Prueba de COVID-19 , Almacenamiento y Recuperación de la Información
15.
Wellcome Open Res ; 9: 45, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38818129

RESUMEN

Background: We have previously demonstrated that older residents of long-term care facilities (LTCF) in the UK show levels of anti-spike antibodies that are comparable to the general population following primary series and booster vaccination for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). However, data on the humoral response to other SARS-CoV-2 proteins associated with natural infection are scarce in this vulnerable population. Methods: We measured quantitative levels of anti-nucleocapsid antibodies in blood samples taken from LTCF residents and staff after initial and repeat SARS-CoV-2 infections, between December 2020 and March 2023. Data on SARS-CoV-2 infection and vaccination were obtained through linkage to national datasets. Linear mixed effects models were used to investigate anti-nucleocapsid antibody levels, using log10 scale, in relation to time from most recent infection. This included evaluation of associations between repeat infection, staff/resident status, age, sex, Omicron infection and vaccination history and peak antibody level and slope of decline with time. Results: We analysed 405 antibody observations from 220 residents and 396 observations from 215 staff. Repeat infection was associated with 8.5-fold (95%CI 4.9-14.8-fold) higher initial (peak) median anti-nucleocapsid antibody level, with steeper subsequent slope of decline. There were no significant differences in antibody level associated with resident (vs. staff) status or age, but Omicron infection was associated with 3.6-fold (95%CI 2.4-5.4-fold) higher levels. There was stronger evidence of waning of antibody levels over time in a sensitivity analysis in which observations were censored in cases with suspected undetected repeat infection. Conclusions: We found similar levels of anti-nucleocapsid antibody in residents and staff of LTCFs. Repeat infection and infection with an Omicron strain were associated with higher peak values. There was evidence of waning of anti-nucleocapsid antibody levels over time.


COVID-19 had a severe impact on care homes in the UK early in the pandemic. However, deaths and disease caused by the SARS-CoV-2 virus have decreased over time following successful introduction of vaccinations and resistance linked to prior infection. There has been a lot of research carried out on the body's immune response to the viral spike protein, which was used to create vaccines against the virus. Less is known about our immune response to other proteins produced by the virus, such as nucleocapsid, which have not been used in current vaccines. We evaluated antibody levels against the viral nucleocapsid protein in older care home residents following initial and repeat SARS-CoV-2 infection and compared these values to those observed in younger care home staff. This was done through a large established cohort study, in which residents and staff of participating homes could volunteer to provide blood samples for analysis. We found similar levels of antibody levels among staff and older residents of care homes. These findings are in line with previous studies, in which we have shown that care home residents who survive SARS-CoV-2 infection can develop robust immunity. Higher peak antibody levels were observed following repeat infection in both residents and staff.

16.
J Crohns Colitis ; 17(8): 1228-1234, 2023 Aug 21.
Artículo en Inglés | MEDLINE | ID: mdl-36929761

RESUMEN

BACKGROUND: Ulcerative colitis [UC] and Crohn's disease [CD] can be associated with severe comorbidities, namely opportunistic infections and malignancies. We present the first systematic review and meta-analysis evaluating the burden of anal human papillomavirus disease in patients with UC and CD. METHODS: PubMed, Web of Science, and Scopus were searched until November 2022. Meta-analyses were performed using random effects models. The protocol was recorded at PROSPERO register with the number CRD42022356728. RESULTS: Six studies, including 78 711 patients with UC with a total follow-up of 518 969 person-years, described the anal cancer incidence rate. For anal cancer incidence rate in CD, six studies were selected, including 56 845 patients with a total follow-up of 671 899 person-years. The incidence of anal cancer was 10.2 [95% CI 4.3 - 23.7] per 100 000 person-years in UC and 7.7 [3.5 - 17.1] per 100 000 person-years in CD. A subgroup analysis of anal cancer in perianal CD, including 7105 patients, was calculated with incidence of 19.6 [12.2 - 31.6] per 100 000 person-years [three studies included]. Few studies described prevalence of anal cytological abnormalities [four studies including 349 patients] or high-risk human papillomavirus [three studies including 210 patients], with high heterogeneity. Prevalence of cytological abnormalities or high-risk human papillomavirus was not associated with pharmacological immunosuppression in the studies included. CONCLUSION: The incidence of anal cancer is higher in UC than in CD, with the exception of perianal CD. There are limited and heterogeneous data on anal high-risk human papillomavirus infection and squamous intraepithelial lesions prevalence in this population.


Asunto(s)
Enfermedades del Ano , Neoplasias del Ano , Colitis Ulcerosa , Enfermedad de Crohn , Enfermedades Inflamatorias del Intestino , Infecciones por Papillomavirus , Lesiones Intraepiteliales Escamosas , Humanos , Infecciones por Papillomavirus/complicaciones , Infecciones por Papillomavirus/epidemiología , Enfermedades Inflamatorias del Intestino/complicaciones , Enfermedades Inflamatorias del Intestino/epidemiología , Neoplasias del Ano/epidemiología , Neoplasias del Ano/etiología , Enfermedades del Ano/epidemiología , Enfermedades del Ano/complicaciones , Enfermedad de Crohn/complicaciones , Enfermedad de Crohn/epidemiología , Colitis Ulcerosa/complicaciones , Lesiones Intraepiteliales Escamosas/complicaciones
17.
Br J Health Psychol ; 28(4): 1011-1035, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-37128667

RESUMEN

PURPOSE: The aim of this study was to conduct a process evaluation of a whole-genome sequence report form (SRF) used to reduce nosocomial SARS-CoV-2 through changing infection prevention and control (IPC) behaviours within the COVID-19 pandemic. METHODS: We used a three-staged design. Firstly, we described and theorized the purported content of the SRF using the behaviour change wheel (BCW). Secondly, we used inductive thematic analysis of one-to-one interviews (n = 39) to explore contextual accounts of using the SRF. Thirdly, further deductive analysis gauged support for the intervention working as earlier anticipated. RESULTS: It was possible to theorize the SRF using the BCW approach and visualize it within a simple logic model. Inductive thematic analyses identified the SRF's acceptability, ease of use and perceived effectiveness. However, major challenges to embedding it in routine practice during the unfolding COVID-19 crisis were reported. Notwithstanding this insight, deductive analysis showed support for the putative intervention functions 'Education', 'Persuasion' and 'Enablement'; behaviour change techniques '1.2 Problem solving', '2.6 Biofeedback', '2.7 Feedback on outcomes of behaviour' and '7.1 Prompts and cues'; and theoretical domains framework domains 'Knowledge' and 'Behavioural regulation'. CONCLUSIONS: Our process evaluation of the SRF, using the BCW approach to describe and theorize its content, provided granular support for the SRF working to change IPC behaviours as anticipated. However, our complementary inductive thematic analysis highlighted the importance of the local context in constraining its routine use. For SRFs to reach their full potential in reducing nosocomial infections, further implementation research is needed.


Asunto(s)
COVID-19 , Infección Hospitalaria , Humanos , SARS-CoV-2 , COVID-19/prevención & control , Pandemias/prevención & control , Reino Unido
18.
Open Forum Infect Dis ; 10(1): ofac694, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36713473

RESUMEN

Background: Successive severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants have caused severe disease in long-term care facility (LTCF) residents. Primary vaccination provides strong short-term protection, but data are limited on duration of protection following booster vaccines, particularly against the Omicron variant. We investigated the effectiveness of booster vaccination against infections, hospitalizations, and deaths among LTCF residents and staff in England. Methods: We included residents and staff of LTCFs within the VIVALDI study (ISRCTN 14447421) who underwent routine, asymptomatic testing (December 12, 2021-March 31, 2022). Cox regression was used to estimate relative hazards of SARS-CoV-2 infection, and associated hospitalization and death at 0-13, 14-48, 49-83, 84-111, 112-139, and 140+ days after dose 3 of SARS-CoV-2 vaccination compared with 2 doses (after 84+ days), stratified by previous SARS-CoV-2 infection and adjusting for age, sex, LTCF capacity, and local SARS-CoV-2 incidence. Results: A total of 14 175 residents and 19 793 staff were included. In residents without prior SARS-CoV-2 infection, infection risk was reduced 0-111 days after the first booster, but no protection was apparent after 112 days. Additional protection following booster vaccination waned but was still present at 140+ days for COVID-associated hospitalization (adjusted hazard ratio [aHR], 0.20; 95% CI, 0.06-0.63) and death (aHR, 0.50; 95% CI, 0.20-1.27). Most residents (64.4%) had received primary course vaccine of AstraZeneca, but this did not impact pre- or postbooster risk. Staff showed a similar pattern of waning booster effectiveness against infection, with few hospitalizations and no deaths. Conclusions: Our findings suggest that booster vaccination provided sustained protection against severe outcomes following infection with the Omicron variant, but no protection against infection from 4 months onwards. Ongoing surveillance for SARS-CoV-2 in LTCFs is crucial.

19.
BMJ Open ; 13(11): e076210, 2023 11 14.
Artículo en Inglés | MEDLINE | ID: mdl-37963697

RESUMEN

INTRODUCTION: Care home residents have experienced significant morbidity, mortality and disruption following outbreaks of SARS-CoV-2. Regular SARS-CoV-2 testing of care home staff was introduced to reduce transmission of infection, but it is unclear whether this remains beneficial. This trial aims to investigate whether use of regular asymptomatic staff testing, alongside funding to reimburse sick pay for those who test positive and meet costs of employing agency staff, is a feasible and effective strategy to reduce COVID-19 impact in care homes. METHODS AND ANALYSIS: The VIVALDI-Clinical Trial is a multicentre, open-label, cluster randomised controlled, phase III/IV superiority trial in up to 280 residential and/or nursing homes in England providing care to adults aged >65 years. All regular and agency staff will be enrolled, excepting those who opt out. Homes will be randomised to the intervention arm (twice weekly asymptomatic staff testing for SARS-CoV-2) or the control arm (current national testing guidance). Staff who test positive for SARS-CoV-2 will self-isolate and receive sick pay. Care providers will be reimbursed for costs associated with employing temporary staff to backfill for absence arising directly from the trial.The trial will be delivered by a multidisciplinary research team through a series of five work packages.The primary outcome is the incidence of COVID-19-related hospital admissions in residents. Secondary outcomes include the number and duration of outbreaks and home closures. Health economic and modelling analyses will investigate the cost-effectiveness and cost consequences of the testing intervention. A process evaluation using qualitative interviews will be conducted to understand intervention roll out and identify areas for optimisation to inform future intervention scale-up, should the testing approach prove effective and cost-effective. Stakeholder engagement will be undertaken to enable the sector to plan for results and their implications and to coproduce recommendations on the use of testing for policy-makers. ETHICS AND DISSEMINATION: The study has been approved by the London-Bromley Research Ethics Committee (reference number 22/LO/0846) and the Health Research Authority (22/CAG/0165). The results of the trial will be disseminated regardless of the direction of effect. The publication of the results will comply with a trial-specific publication policy and will include submission to open access journals. A lay summary of the results will also be produced to disseminate the results to participants. TRIAL REGISTRATION NUMBER: ISRCTN13296529.


Asunto(s)
COVID-19 , Adulto , Humanos , COVID-19/diagnóstico , COVID-19/epidemiología , SARS-CoV-2 , Prueba de COVID-19 , Hospitalización , Tomografía Computarizada por Rayos X , Ensayos Clínicos Controlados Aleatorios como Asunto , Estudios Multicéntricos como Asunto , Ensayos Clínicos Fase III como Asunto
20.
Nat Aging ; 3(1): 93-104, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-37118525

RESUMEN

Third-dose coronavirus disease 2019 vaccines are being deployed widely but their efficacy has not been assessed adequately in vulnerable older people who exhibit suboptimal responses after primary vaccination series. This observational study, which was carried out by the VIVALDI study based in England, looked at spike-specific immune responses in 341 staff and residents in long-term care facilities who received an mRNA vaccine following dual primary series vaccination with BNT162b2 or ChAdOx1. Third-dose vaccination strongly increased antibody responses with preferential relative enhancement in older people and was required to elicit neutralization of Omicron. Cellular immune responses were also enhanced with strong cross-reactive recognition of Omicron. However, antibody titers fell 21-78% within 100 d after vaccine and 27% of participants developed a breakthrough Omicron infection. These findings reveal strong immunogenicity of a third vaccine in one of the most vulnerable population groups and endorse an approach for widespread delivery across this population. Ongoing assessment will be required to determine the stability of immune protection.


Asunto(s)
COVID-19 , Vacunas , Humanos , Anciano , Vacuna BNT162 , COVID-19/prevención & control , Anticuerpos , Vacunas contra la COVID-19 , Infección Irruptiva
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