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1.
Pediatr Infect Dis J ; 34(10): e254-9, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26192393

ABSTRACT

BACKGROUND: Combination antiretroviral therapy (ART) suppresses viral replication in HIV-infected children. The growth of virologically suppressed children on ART has not been well documented. We aimed to develop dynamic reference curves for weight-for-age Z scores (WAZ) and height-for-age Z scores (HAZ). METHODS: Children aged <11 years at ART initiation with continuously undetectable viral loads (<400 copies/mL) treated at 7 South African ART programs with routine viral load monitoring were included. We used multilevel models to define trajectories of WAZ and HAZ up to 3 years and developed a web application to monitor trajectories in individual children. RESULTS: A total of 4876 children were followed for 7407 person-years. Analyses were stratified by baseline Z scores and age, which were the most important predictors of growth response. The youngest children showed the most pronounced increase in weight and height initially but catch-up growth stagnated after 1-2 years. Three years after starting ART, WAZ ranged from -2.2 [95% prediction interval (PrI), -5.6 to 0.8] in children with baseline age >5 years and Z score less than -3 to 0.0 (95% PrI, -2.7 to 2.4) in children with baseline age <2 years and WAZ greater than -1. For HAZ, the corresponding range was -2.3 (95% PrI, -4.9 to 0.3) in children with baseline age >5 years and Z score less than -3 to 0.3 (95% PrI, -3.1 to 3.4) in children with baseline age 2-5 years and HAZ greater than -1. CONCLUSIONS: We have developed an online tool to calculate reference trajectories in fully suppressed children. The web application could help to define "optimal" growth response and identify children with treatment failure.


Subject(s)
Anti-HIV Agents/therapeutic use , Growth Charts , HIV Infections , Anti-HIV Agents/pharmacology , Child , Child, Preschool , Female , HIV Infections/drug therapy , HIV Infections/epidemiology , HIV Infections/physiopathology , HIV Infections/virology , HIV-1/drug effects , Humans , Infant , Male , Viral Load/drug effects , Waist-Height Ratio
2.
J Stat Softw ; 64(10): 1-22, 2015 Mar.
Article in English | MEDLINE | ID: mdl-26064082

ABSTRACT

Mathematical models of disease progression predict disease outcomes and are useful epidemiological tools for planners and evaluators of health interventions. The 𝖱 package gems is a tool that simulates disease progression in patients and predicts the effect of different interventions on patient outcome. Disease progression is represented by a series of events (e.g., diagnosis, treatment and death), displayed in a directed acyclic graph. The vertices correspond to disease states and the directed edges represent events. The package gems allows simulations based on a generalized multistate model that can be described by a directed acyclic graph with continuous transition-specific hazard functions. The user can specify an arbitrary hazard function and its parameters. The model includes parameter uncertainty, does not need to be a Markov model, and may take the history of previous events into account. Applications are not limited to the medical field and extend to other areas where multistate simulation is of interest. We provide a technical explanation of the multistate models used by gems, explain the functions of gems and their arguments, and show a sample application.

3.
PLoS One ; 9(12): e114846, 2014.
Article in English | MEDLINE | ID: mdl-25489846

ABSTRACT

INTRODUCTION: Anemia and renal impairment are important co-morbidities among patients with coronary artery disease undergoing Percutaneous Coronary Intervention (PCI). Disease progression to eventual death can be understood as the combined effect of baseline characteristics and intermediate outcomes. METHODS: Using data from a prospective cohort study, we investigated clinical pathways reflecting the transitions from PCI through intermediate ischemic or hemorrhagic events to all-cause mortality in a multi-state analysis as a function of anemia (hemoglobin concentration <120 g/l and <130 g/l, for women and men, respectively) and renal impairment (creatinine clearance <60 ml/min) at baseline. RESULTS: Among 6029 patients undergoing PCI, anemia and renal impairment were observed isolated or in combination in 990 (16.4%), 384 (6.4%), and 309 (5.1%) patients, respectively. The most frequent transition was from PCI to death (6.7%, 95% CI 6.1-7.3), followed by ischemic events (4.8%, 95 CI 4.3-5.4) and bleeding (3.4%, 95% CI 3.0-3.9). Among patients with both anemia and renal impairment, the risk of death was increased 4-fold as compared to the reference group (HR 3.9, 95% CI 2.9-5.4) and roughly doubled as compared to patients with either anemia (HR 1.7, 95% CI 1.3-2.2) or renal impairment (HR 2.1, 95% CI 1.5-2.9) alone. Hazard ratios indicated an increased risk of bleeding in all three groups compared to patients with neither anemia nor renal impairment. CONCLUSIONS: Applying a multi-state model we found evidence for a gradient of risk for the composite of bleeding, ischemic events, or death as a function of hemoglobin value and estimated glomerular filtration rate at baseline.


Subject(s)
Anemia/mortality , Coronary Artery Disease/complications , Percutaneous Coronary Intervention/adverse effects , Renal Insufficiency/mortality , Aged , Anemia/etiology , Anemia/pathology , Coronary Artery Disease/mortality , Coronary Artery Disease/therapy , Female , Follow-Up Studies , Glomerular Filtration Rate , Hemoglobins/analysis , Humans , Male , Middle Aged , Prognosis , Prospective Studies , Renal Insufficiency/etiology , Renal Insufficiency/pathology , Risk Assessment , Risk Factors , Survival Rate
4.
J Acquir Immune Defic Syndr ; 65(1): e8-16, 2014 Jan 01.
Article in English | MEDLINE | ID: mdl-24419071

ABSTRACT

OBJECTIVE: To describe the CD4 cell count at the start of combination antiretroviral therapy (cART) in low-income (LIC), lower middle-income (LMIC), upper middle-income (UMIC), and high-income (HIC) countries. METHODS: Patients aged 16 years or older starting cART in a clinic participating in a multicohort collaboration spanning 6 continents (International epidemiological Databases to Evaluate AIDS and ART Cohort Collaboration) were eligible. Multilevel linear regression models were adjusted for age, gender, and calendar year; missing CD4 counts were imputed. RESULTS: In total, 379,865 patients from 9 LIC, 4 LMIC, 4 UMIC, and 6 HIC were included. In LIC, the median CD4 cell count at cART initiation increased by 83% from 80 to 145 cells/µL between 2002 and 2009. Corresponding increases in LMIC, UMIC, and HIC were from 87 to 155 cells/µL (76% increase), 88 to 135 cells/µL (53%), and 209 to 274 cells/µL (31%). In 2009, compared with LIC, median counts were 13 cells/µL [95% confidence interval (CI): -56 to +30] lower in LMIC, 22 cells/µL (-62 to +18) lower in UMIC, and 112 cells/µL (+75 to +149) higher in HIC. They were 23 cells/µL (95% CI: +18 to +28 cells/µL) higher in women than men. Median counts were 88 cells/µL (95% CI: +35 to +141 cells/µL) higher in countries with an estimated national cART coverage >80%, compared with countries with <40% coverage. CONCLUSIONS: Median CD4 cell counts at the start of cART increased 2000-2009 but remained below 200 cells/µL in LIC and MIC and below 300 cells/µL in HIC. Earlier start of cART will require substantial efforts and resources globally.


Subject(s)
Anti-HIV Agents/therapeutic use , CD4 Lymphocyte Count/statistics & numerical data , Developed Countries/statistics & numerical data , Developing Countries/statistics & numerical data , Adolescent , Adult , Age Factors , Female , HIV Infections/drug therapy , HIV Infections/immunology , Humans , Male , Sex Factors , Young Adult
5.
Pharm Stat ; 13(1): 71-80, 2014.
Article in English | MEDLINE | ID: mdl-24038922

ABSTRACT

Bayesian approaches to the monitoring of group sequential designs have two main advantages compared with classical group sequential designs: first, they facilitate implementation of interim success and futility criteria that are tailored to the subsequent decision making, and second, they allow inclusion of prior information on the treatment difference and on the control group. A general class of Bayesian group sequential designs is presented, where multiple criteria based on the posterior distribution can be defined to reflect clinically meaningful decision criteria on whether to stop or continue the trial at the interim analyses. To evaluate the frequentist operating characteristics of these designs, both simulation methods and numerical integration methods are proposed, as implemented in the corresponding R package gsbDesign. Normal approximations are used to allow fast calculation of these characteristics for various endpoints. The practical implementation of the approach is illustrated with several clinical trial examples from different phases of drug development, with various endpoints, and informative priors.


Subject(s)
Bayes Theorem , Clinical Trials as Topic/methods , Research Design , Crohn Disease/drug therapy , Drug Discovery , Humans
7.
Antivir Ther ; 19(5): 521-5, 2014.
Article in English | MEDLINE | ID: mdl-24296645

ABSTRACT

BACKGROUND: There is debate over using tenofovir or zidovudine alongside lamivudine in second-line antiretroviral therapy (ART) following stavudine failure. We analysed outcomes in cohorts from South Africa, Zambia and Zimbabwe METHODS: Patients aged ≥16 years who switched from a first-line regimen including stavudine to a ritonavir-boosted lopinavir-based second-line regimen with lamivudine or emtricitabine and zidovudine or tenofovir in seven ART programmes in southern Africa were included. We estimated the causal effect of receiving tenofovir or zidovudine on mortality and virological failure using Cox proportional hazards marginal structural models. Its parameters were estimated using inverse probability of treatment weights. Baseline characteristics were age, sex, calendar year and country. CD4(+) T-cell count, creatinine and haemoglobin levels were included as time-dependent confounders. RESULTS: A total of 1,256 patients on second-line ART, including 958 on tenofovir, were analysed. Patients on tenofovir were more likely to have switched to second-line ART in recent years, spent more time on first-line ART (33 versus 24 months) and had lower CD4(+) T-cell counts (172 versus 341 cells/µl) at initiation of second-line ART. The adjusted hazard ratio comparing tenofovir with zidovudine was 1.00 (95% CI 0.59, 1.68) for virological failure and 1.40 (0.57, 3.41) for death. CONCLUSIONS: We did not find any difference in treatment outcomes between patients on tenofovir or zidovudine; however, the precision of our estimates was limited. There is an urgent need for randomized trials to inform second-line ART strategies in resource-limited settings.


Subject(s)
Adenine/analogs & derivatives , Anti-HIV Agents/therapeutic use , HIV Infections/drug therapy , Organophosphonates/therapeutic use , Zidovudine/therapeutic use , Adenine/therapeutic use , Adult , Antiretroviral Therapy, Highly Active , CD4 Lymphocyte Count , Female , HIV Infections/immunology , HIV Infections/mortality , HIV Infections/virology , Humans , Male , Middle Aged , Retreatment , South Africa , Stavudine/therapeutic use , Tenofovir , Treatment Failure , Treatment Outcome , Viral Load
8.
PLoS Med ; 10(11): e1001555, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24260029

ABSTRACT

BACKGROUND: There is limited evidence on the optimal timing of antiretroviral therapy (ART) initiation in children 2-5 y of age. We conducted a causal modelling analysis using the International Epidemiologic Databases to Evaluate AIDS-Southern Africa (IeDEA-SA) collaborative dataset to determine the difference in mortality when starting ART in children aged 2-5 y immediately (irrespective of CD4 criteria), as recommended in the World Health Organization (WHO) 2013 guidelines, compared to deferring to lower CD4 thresholds, for example, the WHO 2010 recommended threshold of CD4 count <750 cells/mm(3) or CD4 percentage (CD4%) <25%. METHODS AND FINDINGS: ART-naïve children enrolling in HIV care at IeDEA-SA sites who were between 24 and 59 mo of age at first visit and with ≥1 visit prior to ART initiation and ≥1 follow-up visit were included. We estimated mortality for ART initiation at different CD4 thresholds for up to 3 y using g-computation, adjusting for measured time-dependent confounding of CD4 percent, CD4 count, and weight-for-age z-score. Confidence intervals were constructed using bootstrapping. The median (first; third quartile) age at first visit of 2,934 children (51% male) included in the analysis was 3.3 y (2.6; 4.1), with a median (first; third quartile) CD4 count of 592 cells/mm(3) (356; 895) and median (first; third quartile) CD4% of 16% (10%; 23%). The estimated cumulative mortality after 3 y for ART initiation at different CD4 thresholds ranged from 3.4% (95% CI: 2.1-6.5) (no ART) to 2.1% (95% CI: 1.3%-3.5%) (ART irrespective of CD4 value). Estimated mortality was overall higher when initiating ART at lower CD4 values or not at all. There was no mortality difference between starting ART immediately, irrespective of CD4 value, and ART initiation at the WHO 2010 recommended threshold of CD4 count <750 cells/mm(3) or CD4% <25%, with mortality estimates of 2.1% (95% CI: 1.3%-3.5%) and 2.2% (95% CI: 1.4%-3.5%) after 3 y, respectively. The analysis was limited by loss to follow-up and the unavailability of WHO staging data. CONCLUSIONS: The results indicate no mortality difference for up to 3 y between ART initiation irrespective of CD4 value and ART initiation at a threshold of CD4 count <750 cells/mm(3) or CD4% <25%, but there are overall higher point estimates for mortality when ART is initiated at lower CD4 values. Please see later in the article for the Editors' Summary.


Subject(s)
Anti-HIV Agents/administration & dosage , Antiretroviral Therapy, Highly Active , CD4 Lymphocyte Count , HIV Infections/drug therapy , Africa, Southern , Anti-HIV Agents/therapeutic use , Child, Preschool , Cohort Studies , Cooperative Behavior , Disease Progression , Drug Administration Schedule , Humans , Models, Biological
9.
J Clin Epidemiol ; 66(12): 1367-75, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24075598

ABSTRACT

OBJECTIVES: To identify factors associated with discrepant outcome reporting in randomized drug trials. STUDY DESIGN AND SETTING: Cohort study of protocols submitted to a Swiss ethics committee 1988-1998: 227 protocols and amendments were compared with 333 matching articles published during 1990-2008. Discrepant reporting was defined as addition, omission, or reclassification of outcomes. RESULTS: Overall, 870 of 2,966 unique outcomes were reported discrepantly (29.3%). Among protocol-defined primary outcomes, 6.9% were not reported (19 of 274), whereas 10.4% of reported outcomes (30 of 288) were not defined in the protocol. Corresponding percentages for secondary outcomes were 19.0% (284 of 1,495) and 14.1% (334 of 2,375). Discrepant reporting was more likely if P values were <0.05 compared with P ≥ 0.05 [adjusted odds ratio (aOR): 1.38; 95% confidence interval (CI): 1.07, 1.78], more likely for efficacy compared with harm outcomes (aOR: 2.99; 95% CI: 2.08, 4.30) and more likely for composite than for single outcomes (aOR: 1.48; 95% CI: 1.00, 2.20). Cardiology (aOR: 2.34; 95% CI: 1.44, 3.79) and infectious diseases (aOR: 1.77; 95% CI: 1.01, 3.13) had more discrepancies compared with all specialties combined. CONCLUSION: Discrepant reporting was associated with statistical significance of results, type of outcome, and specialty area. Trial protocols should be made freely available, and the publications should describe and justify any changes made to protocol-defined outcomes.


Subject(s)
Drug Therapy , Publication Bias , Randomized Controlled Trials as Topic , Cohort Studies , Ethics Committees, Research , Humans , Switzerland , Treatment Outcome
10.
J Infect Dis ; 208(9): 1454-8, 2013 Nov 01.
Article in English | MEDLINE | ID: mdl-23901088

ABSTRACT

Hepatitis B virus (HBV) infection is a major cause of morbidity and mortality in human immunodeficiency virus (HIV)-infected patients worldwide. It is unclear whether HIV-related outcomes are affected by HBV coinfection. We compared virological suppression and immunological recovery during antiretroviral therapy (ART) of patients of different HBV serological status in the Swiss HIV Cohort Study. CD4 cell recovery during ART was significantly impaired in hepatitis B surface antigen-positive patients and in those with anti-hepatitis B core antigen alone compared with HBV-uninfected patients, despite similar virological efficacy of ART. CD4 increase in patients with resolved HBV infection was similar to that in HBV-uninfected individuals.


Subject(s)
Anti-HIV Agents/therapeutic use , Coinfection/immunology , HIV Infections/immunology , Hepatitis B, Chronic/immunology , Adult , Anti-HIV Agents/pharmacology , CD4 Lymphocyte Count , Coinfection/drug therapy , Coinfection/virology , Female , HIV/drug effects , HIV/immunology , HIV Infections/drug therapy , HIV Infections/virology , Hepatitis B virus/drug effects , Hepatitis B virus/immunology , Hepatitis B, Chronic/drug therapy , Hepatitis B, Chronic/virology , Humans , Male , Middle Aged , Prospective Studies , Treatment Outcome
11.
AIDS ; 27(14): 2225-32, 2013 Sep 10.
Article in English | MEDLINE | ID: mdl-23660577

ABSTRACT

OBJECTIVES: Zidovudine (ZDV) is recommended for first-line antiretroviral therapy (ART) in resource-limited settings. ZDV may, however, lead to anemia and impaired immunological response. We compared CD4+ cell counts over 5 years between patients starting ART with and without ZDV in southern Africa. DESIGN: Cohort study. METHODS: Patients aged at least 16 years who started first-line ART in South Africa, Botswana, Zambia, or Lesotho were included. We used linear mixed-effect models to compare CD4+ cell count trajectories between patients on ZDV-containing regimens and patients on other regimens, censoring follow-up at first treatment change. Impaired immunological recovery, defined as a CD4+ cell count below 100 cells/µl at 1 year, was assessed in logistic regression. Analyses were adjusted for baseline CD4+ cell count and hemoglobin level, age, sex, type of regimen, viral load monitoring, and calendar year. RESULTS: A total of 72,597 patients starting ART, including 19,758 (27.2%) on ZDV, were analyzed. Patients on ZDV had higher CD4+ cell counts (150 vs.128 cells/µl) and hemoglobin level (12.0 vs. 11.0 g/dl) at baseline, and were less likely to be women than those on other regimens. Adjusted differences in CD4+ cell counts between regimens containing and not containing ZDV were -16 cells/µl [95% confidence interval (CI) -18 to -14] at 1 year and -56 cells/µl (95% CI -59 to -52) at 5 years. Impaired immunological recovery was more likely with ZDV compared to other regimens (odds ratio 1.40, 95% CI 1.22-1.61). CONCLUSION: In southern Africa, ZDV is associated with inferior immunological recovery compared to other backbones. Replacing ZDV with another nucleoside reverse transcriptase inhibitor could avoid unnecessary switches to second-line ART.


Subject(s)
Anti-HIV Agents/therapeutic use , Antiretroviral Therapy, Highly Active/methods , CD4-Positive T-Lymphocytes/immunology , HIV Infections/drug therapy , HIV Infections/immunology , Zidovudine/therapeutic use , Adult , Africa, Southern , Anemia/chemically induced , CD4 Lymphocyte Count , Cohort Studies , Female , Humans , International Cooperation , Male , Middle Aged , Treatment Outcome , Zidovudine/adverse effects
12.
PLoS One ; 8(2): e57611, 2013.
Article in English | MEDLINE | ID: mdl-23469035

ABSTRACT

OBJECTIVES: Mortality in patients starting antiretroviral therapy (ART) is higher in Malawi and Zambia than in South Africa. We examined whether different monitoring of ART (viral load [VL] in South Africa and CD4 count in Malawi and Zambia) could explain this mortality difference. DESIGN: Mathematical modelling study based on data from ART programmes. METHODS: We used a stochastic simulation model to study the effect of VL monitoring on mortality over 5 years. In baseline scenario A all parameters were identical between strategies except for more timely and complete detection of treatment failure with VL monitoring. Additional scenarios introduced delays in switching to second-line ART (scenario B) or higher virologic failure rates (due to worse adherence) when monitoring was based on CD4 counts only (scenario C). Results are presented as relative risks (RR) with 95% prediction intervals and percent of observed mortality difference explained. RESULTS: RRs comparing VL with CD4 cell count monitoring were 0.94 (0.74-1.03) in scenario A, 0.94 (0.77-1.02) with delayed switching (scenario B) and 0.80 (0.44-1.07) when assuming a 3-times higher rate of failure (scenario C). The observed mortality at 3 years was 10.9% in Malawi and Zambia and 8.6% in South Africa (absolute difference 2.3%). The percentage of the mortality difference explained by VL monitoring ranged from 4% (scenario A) to 32% (scenarios B and C combined, assuming a 3-times higher failure rate). Eleven percent was explained by non-HIV related mortality. CONCLUSIONS: VL monitoring reduces mortality moderately when assuming improved adherence and decreased failure rates.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Infections/drug therapy , HIV Infections/mortality , Models, Statistical , Adult , Anti-HIV Agents/pharmacology , Humans , Malawi/epidemiology , Middle Aged , South Africa/epidemiology , Viral Load/drug effects , Zambia/epidemiology
13.
PLoS Genet ; 9(3): e1003318, 2013.
Article in English | MEDLINE | ID: mdl-23505379

ABSTRACT

The phylogeographic population structure of Mycobacterium tuberculosis suggests local adaptation to sympatric human populations. We hypothesized that HIV infection, which induces immunodeficiency, will alter the sympatric relationship between M. tuberculosis and its human host. To test this hypothesis, we performed a nine-year nation-wide molecular-epidemiological study of HIV-infected and HIV-negative patients with tuberculosis (TB) between 2000 and 2008 in Switzerland. We analyzed 518 TB patients of whom 112 (21.6%) were HIV-infected and 233 (45.0%) were born in Europe. We found that among European-born TB patients, recent transmission was more likely to occur in sympatric compared to allopatric host-pathogen combinations (adjusted odds ratio [OR] 7.5, 95% confidence interval [95% CI] 1.21-infinity, p = 0.03). HIV infection was significantly associated with TB caused by an allopatric (as opposed to sympatric) M. tuberculosis lineage (OR 7.0, 95% CI 2.5-19.1, p<0.0001). This association remained when adjusting for frequent travelling, contact with foreigners, age, sex, and country of birth (adjusted OR 5.6, 95% CI 1.5-20.8, p = 0.01). Moreover, it became stronger with greater immunosuppression as defined by CD4 T-cell depletion and was not the result of increased social mixing in HIV-infected patients. Our observation was replicated in a second independent panel of 440 M. tuberculosis strains collected during a population-based study in the Canton of Bern between 1991 and 2011. In summary, these findings support a model for TB in which the stable relationship between the human host and its locally adapted M. tuberculosis is disrupted by HIV infection.


Subject(s)
Adaptation, Physiological , Host-Pathogen Interactions , Mycobacterium tuberculosis , Tuberculosis , Adult , Aged , CD4-Positive T-Lymphocytes , Evolution, Molecular , Female , HIV/pathogenicity , HIV Infections/complications , HIV Infections/genetics , HIV Infections/virology , Humans , Male , Middle Aged , Molecular Epidemiology , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/pathogenicity , Mycobacterium tuberculosis/physiology , Phylogeography , Switzerland , Sympatry , Tuberculosis/complications , Tuberculosis/genetics , Tuberculosis/microbiology
14.
Circ Cardiovasc Interv ; 5(6): 856-61, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23169986

ABSTRACT

BACKGROUND: Patients with severe aortic stenosis at increased surgical risk continue to experience compromised long-term survival despite successful transcatheter aortic valve implantation. We used time-related pathways in a multistate analysis to identify predictors of adverse long-term outcome in patients who underwent transcatheter aortic valve implantation. METHODS AND RESULTS: In a cohort of 389 patients with a mean age of 82.4 ± 5.8 years and a STS score of 6.8 ± 5.3 undergoing transcatheter aortic valve implantation between 2007 and 2011, multistate analysis was used to estimate mortality and stroke taking into account intercurrent events including kidney injury and the composite of access site and bleeding complications (ABC). Transapical access emerged as a predictor of kidney injury (hazard ratio [HR], 2.12; 95% confidence interval [CI] 1.00-4.47) and ABC (HR, 1.78; 95% CI, 1.07-2.96), but had no impact on the risk of stroke or death. Body mass index ≤20 kg/m(2) increased the risk of stroke or death (HR, 2.64; 95% CI, 1.25-5.54). Age >80 years (HR, 3.15; 95% CI, 1.11-8.92), body mass index ≤20 kg/m(2) (HR, 4.11; 95% CI, 1.33-12.70), prior stroke (HR, 16.42; 95% CI, 3.63-74.21), and presence of atrial fibrillation at baseline (HR, 4.12; 95% CI, 1.87-9.97) increased the risk of stroke and death after an intercurrent event of ABC. CONCLUSIONS: A body mass index ≤20 kg/m(2) was identified as a primary predictor of stroke and death after transcatheter aortic valve implantation during long-term follow-up, whereas transapical access emerged as a predictor of kidney injury and ABC. Age >80 years, body mass index ≤20 kg/m(2), prior stroke, and presence of atrial fibrillation at baseline increased the risk of stroke and death after an intercurrent event of ABC.


Subject(s)
Aortic Valve Stenosis/therapy , Cardiac Catheterization , Heart Valve Prosthesis Implantation/methods , Acute Kidney Injury/epidemiology , Age Factors , Aged , Aged, 80 and over , Aortic Valve Stenosis/diagnosis , Aortic Valve Stenosis/mortality , Atrial Fibrillation/epidemiology , Body Mass Index , Cardiac Catheterization/adverse effects , Cardiac Catheterization/mortality , Female , Heart Valve Prosthesis Implantation/adverse effects , Heart Valve Prosthesis Implantation/mortality , Hemorrhage/etiology , Humans , Male , Multivariate Analysis , Proportional Hazards Models , Registries , Risk Factors , Severity of Illness Index , Stroke/epidemiology , Time Factors , Treatment Outcome , United States/epidemiology
15.
Sex Transm Infect ; 88 Suppl 2: i33-43, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23172344

ABSTRACT

OBJECTIVE: To provide estimates of mortality among HIV-infected patients starting combination antiretroviral therapy. METHODS: We report on the death rates from 122 925 adult HIV-infected patients aged 15 years or older from East, Southern and West Africa, Asia Pacific and Latin America. We use two methods to adjust for biases in mortality estimation resulting from loss from follow-up, based on double-sampling methods applied to patient outreach (Kenya) and linkage with vital registries (South Africa), and apply these to mortality estimates in the other three regions. Age, gender and CD4 count at the initiation of therapy were the factors considered as predictors of mortality at 6, 12, 24 and >24 months after the start of treatment. RESULTS: Patient mortality was high during the first 6 months after therapy for all patient subgroups and exceeded 40 per 100 patient years among patients who started treatment at low CD4 count. This trend was seen regardless of region, demographic or disease-related risk factor. Mortality was under-reported by up to or exceeding 100% when comparing estimates obtained from passive monitoring of patient vital status. CONCLUSIONS: Despite advances in antiretroviral treatment coverage many patients start treatment at very low CD4 counts and experience significant mortality during the first 6 months after treatment initiation. Active patient tracing and linkage with vital registries are critical in adjusting estimates of mortality, particularly in low- and middle-income settings.


Subject(s)
Anti-HIV Agents/administration & dosage , Antiretroviral Therapy, Highly Active , HIV Infections/drug therapy , HIV Infections/mortality , Adolescent , Adult , Africa/epidemiology , Age Factors , Asia/epidemiology , CD4 Lymphocyte Count , Epidemiologic Methods , Female , Humans , Latin America/epidemiology , Male , Middle Aged , Sex Factors , Survival Analysis , Young Adult
16.
Trop Med Int Health ; 17(12): 1509-20, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22994151

ABSTRACT

OBJECTIVES: To assess the proportion of patients lost to programme (died, lost to follow-up, transferred out) between HIV diagnosis and start of antiretroviral therapy (ART) in sub-Saharan Africa, and determine factors associated with loss to programme. METHODS: Systematic review and meta-analysis. We searched PubMed and EMBASE databases for studies in adults. Outcomes were the percentage of patients dying before starting ART, the percentage lost to follow-up, the percentage with a CD4 cell count, the distribution of first CD4 counts and the percentage of eligible patients starting ART. Data were combined using random-effects meta-analysis. RESULTS: Twenty-nine studies from sub-Saharan Africa including 148,912 patients were analysed. Six studies covered the whole period from HIV diagnosis to ART start. Meta-analysis of these studies showed that of the 100 patients with a positive HIV test, 72 (95% CI 60-84) had a CD4 cell count measured, 40 (95% CI 26-55) were eligible for ART and 25 (95% CI 13-37) started ART. There was substantial heterogeneity between studies (P < 0.0001). Median CD4 cell count at presentation ranged from 154 to 274 cells/µl. Patients eligible for ART were less likely to become lost to programme (25%vs. 54%, P < 0.0001), but eligible patients were more likely to die (11%vs. 5%, P < 0.0001) than ineligible patients. Loss to programme was higher in men, in patients with low CD4 cell counts and low socio-economic status and in recent time periods. CONCLUSIONS: Monitoring and care in the pre-ART time period need improvement, with greater emphasis on patients not yet eligible for ART.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Infections/drug therapy , Health Services Needs and Demand , Lost to Follow-Up , AIDS Serodiagnosis , Adult , Africa South of the Sahara , CD4 Lymphocyte Count , Female , HIV Infections/diagnosis , HIV Infections/mortality , Humans , Male , Sex Distribution
17.
Pediatrics ; 130(4): e966-77, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22987878

ABSTRACT

BACKGROUND: Poor growth is an indication for antiretroviral therapy (ART) and a criterion for treatment failure. We examined variability in growth response to ART in 12 programs in Malawi, Zambia, Zimbabwe, Mozambique, and South Africa. METHODS: Treatment naïve children aged <10 years were included. We calculated weight for age z scores (WAZs), height for age z scores (HAZs), and weight for height z scores (WHZs) up to 3 years after starting ART, by using the World Health Organization standards. Multilevel regression models were used. RESULTS: A total of 17990 children (range, 238-8975) were followed for 36181 person-years. At ART initiation, most children were underweight (50%) and stunted (66%). Lower baseline WAZ, HAZ, and WHZ were the most important determinants of faster catch-up growth on ART. WAZ and WHZ increased rapidly in the first year and stagnated or reversed thereafter, whereas HAZ increased continuously over time. Three years after starting ART, WAZ ranged from -2.80 (95% confidence interval [CI]: -3.66 to -2.02) to -1.98 (95% CI: -2.41 to -1.48) in children with a baseline z score < -3 and from -0.79 (95% CI: -1.62 to 0.02) to 0.05 (95% CI: -0.42 to 0.51) in children with a baseline WAZ ≥ -1. For HAZ, the corresponding range was -2.33 (95% CI: -2.62 to -2.02) to -1.27 (95% CI: -1.58 to -1.00) for baseline HAZ < -3 and -0.24 (95% CI: -0.56 to 0.15) to 0.84 (95% CI: 0.53 to 1.16) for HAZ ≥ -1. CONCLUSIONS: Despite a sustained growth response and catch-up growth in children with advanced HIV disease treated with ART, normal weights and heights are not achieved over 3 years of ART.


Subject(s)
Anti-HIV Agents/therapeutic use , Growth Disorders/etiology , Growth/drug effects , HIV Infections/drug therapy , Thinness/etiology , Africa, Southern , Anti-HIV Agents/pharmacology , Child , Child, Preschool , Female , Follow-Up Studies , HIV Infections/complications , Humans , Male , Models, Statistical , Regression Analysis , Treatment Outcome
18.
Clin Infect Dis ; 55(10): 1408-16, 2012 Nov 15.
Article in English | MEDLINE | ID: mdl-22893583

ABSTRACT

BACKGROUND: Hepatitis C virus (HCV) infection has a growing impact on morbidity and mortality in patients infected with human immunodeficiency virus (HIV). We assessed trends in HCV incidence in the different HIV transmission groups in the Swiss HIV Cohort Study (SHCS). METHODS: HCV infection incidence was assessed from 1998, when routine serial HCV screening was introduced in the SHCS, until 2011. All HCV-seronegative patients with at least 1 follow-up serology were included. Incidence rates (IRs) of HCV infections were compared between men who have sex with men (MSM), injection drug users (IDU), and heterosexuals (HET). RESULTS: HCV incidence was assessed in 3333 MSM, 123 IDU, and 3078 HET with a negative HCV serology at baseline. Over 23 707 person-years (py) for MSM, 733 py for IDU, and 20 752 py for HET, 101 (3%), 41 (33%), and 25 (1%) of patients seroconverted, respectively. The IR of HCV infections in MSM increased from 0.23 (95% credible interval [CrI], .08-.54) per 100 py in 1998 to 4.09 (95% CrI, 2.57-6.18) in 2011. The IR decreased in IDU and remained <1 per 100 py in HET. In MSM, history of inconsistent condom use (adjusted hazard ratio [HR], 2.09; 95% CI, 1.33-3.29) and past syphilis (adjusted HR, 2.11; 95% confidence interval [CI], 1.39-3.20) predicted HCV seroconversion. CONCLUSIONS: In the SHCS, HCV infection incidence decreased in IDU, remained stable in HET, and increased 18-fold in MSM in the last 13 years. These observations underscore the need for improved HCV surveillance and prevention among HIV-infected MSM.


Subject(s)
Epidemics , HIV Infections/epidemiology , HIV Infections/virology , Hepatitis C/epidemiology , Hepatitis C/virology , Adult , Chi-Square Distribution , Cohort Studies , Female , Homosexuality, Male/statistics & numerical data , Humans , Incidence , Male , Risk Factors , Statistics, Nonparametric , Substance Abuse, Intravenous/epidemiology , Substance Abuse, Intravenous/virology , Switzerland/epidemiology
19.
AIDS ; 26(11): 1403-13, 2012 Jul 17.
Article in English | MEDLINE | ID: mdl-22421243

ABSTRACT

OBJECTIVES: In low-income settings, treatment failure is often identified using CD4 cell count monitoring. Consequently, patients remain on a failing regimen, resulting in a higher risk of transmission. We investigated the benefit of routine viral load monitoring for reducing HIV transmission. DESIGN: Mathematical model. METHODS: We developed a stochastic mathematical model representing the course of individual viral load, immunological response and survival in a cohort of 1000 HIV-infected patients receiving antiretroviral therapy (ART) in southern Africa. We calculated cohort viral load (CVL; sum of individual viral loads) and used a mathematical relationship between individual viral load values and transmission probability to estimate the number of new HIV infections. Our model was parameterized with data from the International epidemiologic Databases to Evaluate AIDS Southern African collaboration. Sensitivity analyses were performed to assess the validity of the results in a universal 'test and treat' scenario, wherein patients start ART earlier after HIV infection. RESULTS: If CD4 cell count alone was regularly monitored, the CVL was 2.6 × 10 copies/ml and the treated patients transmitted on average 6.3 infections each year. With routine viral load monitoring, both CVL and transmissions were reduced by 31% to 1.7 × 10 copies/ml and 4.3 transmissions, respectively. The relative reduction of 31% between monitoring strategies remained similar for different scenarios. CONCLUSION: Although routine viral load monitoring enhances the preventive effect of ART, the provision of ART to everyone in need should remain the highest priority.


Subject(s)
Acquired Immunodeficiency Syndrome/drug therapy , Acquired Immunodeficiency Syndrome/transmission , Anti-HIV Agents/administration & dosage , Viral Load , Africa, Southern/epidemiology , Algorithms , Anti-HIV Agents/adverse effects , CD4 Lymphocyte Count , Cohort Studies , Female , Follow-Up Studies , Humans , Male , Models, Theoretical , Predictive Value of Tests , Viral Load/drug effects
20.
AIDS ; 26(1): 57-65, 2012 Jan 02.
Article in English | MEDLINE | ID: mdl-22089376

ABSTRACT

OBJECTIVES: We examined the effect of switching to second-line antiretroviral therapy (ART) on mortality in patients who experienced immunological failure in ART programmes without access to routine viral load monitoring in sub-Saharan Africa. DESIGN AND SETTING: Collaborative analysis of two ART programmes in Lusaka, Zambia and Lilongwe, Malawi. METHODS: We included all adult patients experiencing immunological failure based on WHO criteria. We used Cox proportional hazards models weighted by the inverse probability of switching to compare mortality between patients who switched and patients who did not; and between patients who switched immediately and patients who switched later. Results are expressed as hazard ratios with 95% credible intervals (95% CI). RESULTS: Among 2411 patients with immunological failure 324 patients (13.4%) switched to second-line ART during 3932 person-years of follow-up. The median CD4 cell count at start of ART and failure was lower in patients who switched compared to patients who did not: 80 versus 155 cells/µl (P < 0.001) and 77 versus 146 cells/µl (P < 0.001), respectively. Adjusting for baseline and time-dependent confounders, mortality was lower among patients who switched compared to patients remaining on failing first-line ART: hazard ratio 0.25 (95% CI 0.09-0.72). Mortality was also lower among patients who remained on failing first-line ART for shorter periods: hazard ratio 0.70 (95% CI 0.44-1.09) per 6 months shorter exposure. CONCLUSION: In ART programmes switching patients to second-line regimens based on WHO immunological failure criteria appears to reduce mortality, with the greatest benefit in patients switching immediately after immunological failure is diagnosed.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Infections/drug therapy , HIV-1 , Viral Load , Adult , CD4 Lymphocyte Count , Drug Administration Schedule , Female , HIV Infections/immunology , HIV Infections/mortality , Health Services Accessibility , Humans , Malawi/epidemiology , Male , Proportional Hazards Models , Time Factors , Treatment Failure , Viral Load/drug effects , Zambia/epidemiology
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