Prevalence and risk factors of metabolic dysfunction-associated steatotic liver disease in south Central Uganda: A cross-sectional survey

BACKGROUND

Despite numerous risk factors and serious consequences, little is known about metabolic dysfunction-associated steatotic liver disease (MASLD) at population level in Africa.

AIM

The aim of the study was to estimate the prevalence and risk factors of MASLD in people living with and without HIV in Uganda.

METHODS

We collected data from 37 communities in South Central Uganda between May 2016 and May 2018. We estimated MASLD prevalence using the fatty liver index and advanced liver fibrosis using the dynamic aspartate-to-alanine aminotransferase ratio. We collected additional data on sociodemographics, HIV and cardiovascular disease (CVD) risk factors. We used multivariable logistic regression to determine the association between HIV, CVD risk factors and MASLD.

RESULTS

We included 759 people with HIV and 704 HIV-negative participants aged 35-49. MASLD prevalence was 14% in women and 8% in men; advanced liver fibrosis prevalence was estimated to be <1%. MASLD prevalence was more common in women (15% vs. 13%) and men (9% vs. 6%) with HIV. Being female (odds ratio [OR] = 2.1; 95% confidence interval [CI] = 1.4-3.3) was associated with a higher odds of MASLD after adjustment for confounders; HIV infection was borderline associated with MASLD (OR = 1.4; 95% CI: 1.0-2.0).

CONCLUSIONS

In a relatively young cohort in Uganda, 14% of women and 8% of men had MASLD. There was an indication of an association between HIV and MASLD in multivariable analysis. These data are the first to describe the population-level burden of MASLD in sub-Saharan Africa using data from a population-based cohort.

Mortality Among HIV-Infected Adults on Antiretroviral Therapy in Southern Uganda

BACKGROUND

Monitoring and evaluation of clinical programs requires assessing patient outcomes. Numerous challenges complicate these efforts, the most insidious of which is loss to follow-up (LTFU). LTFU is a composite outcome, including individuals out of care, undocumented transfers, and unreported deaths. Incorporation of vital status information from routine patient outreach may improve the mortality estimates for those LTFU.

SETTINGS

We analyzed routinely collected clinical and patient tracing data for individuals (15 years or older) initiating antiretroviral treatment between January 2014 and December 2018 at 2 public HIV care clinics in greater Rakai, Uganda.

METHODS

We derived unadjusted mortality estimates using Kaplan-Meier methods. Estimates, adjusted for unreported deaths, applied weighting through the Frangakis and Rubin method to represent outcomes among LTFU patients who were successfully traced and for whom vital status was ascertained. Confidence intervals were determined through bootstrap methods.

RESULTS

Of 1969 patients with median age at antiretroviral treatment initiation of 31 years (interquartile range: 25-38), 1126 (57.2%) were female patients and 808 (41%) were lost. Of the lost patients, 640 patient files (79.2%) were found and reviewed, of which 204 (31.8%) had a tracing attempt. Within the electronic health records of the program, 28 deaths were identified with an estimated unadjusted mortality 1 year after antiretroviral treatment initiation of 2.5% (95% CI: 1.8% to 3.3%). Using chart review and patient tracing data, an additional 24 deaths (total 52) were discovered with an adjusted 1-year mortality of 3.8% (95% CI: 2.6% to 5.0%).

CONCLUSIONS

Data from routine outreach efforts by HIV care and treatment programs can be used to support plausible adjustments to estimates of client mortality. Mortality estimates without active ascertainment of vital status of LTFU patients may significantly underestimate program mortality.

Smoker characteristics and trends in tobacco smoking in Rakai, Uganda, 2010–2018

INTRODUCTION

Tobacco use is a major public health concern, particularly in low- and middle-income countries where 80% of the world’s smokers reside. There is limited population-based data from rural Africa on patterns of tobacco smoking and smoker characteristics. We assessed trends in rates of smoking, characteristics of smokers, and factors associated with smoking using repeat population-based cross-sectional surveys in south-central Uganda.

METHODS

Data accrued over five survey rounds (2010–2018) of the Rakai Community Cohort Study (RCCS) from consenting individuals aged 15–49 years including sociodemographic and behavioral characteristics and smoking status. Proportions of smokers per survey were compared using χ² test for trends, and factors associated with smoking were assessed by multivariable logistic regression.

RESULTS

The prevalence of tobacco smoking in the general population declined from 7.3% in 2010–2011 to 5.1% in 2016–2018, p<0.001. Smoking rates declined among males (13.9–9.2%) and females (2.2–1.8%) from 2010–2011 to 2016–2018. Smoking prevalence was higher among previously married (11.8–11.7%) compared to currently (8.4–5.3%) and never married persons (3.1–1.8%) from 2010–2011 to 2016–2018. Older age (≥35 years) was associated with higher odds of smoking (AOR=8.72; 95% CI: 5.68–13.39 in 2010–2011 and AOR=9.03; 95% CI: 5.42–15.06 in 2016–2018) compared to those aged <35 years (AOR=4.73; 95% CI: 3.15–7.12 in 2010–2011 and AOR=4.83; 95% CI: 2.95–7.91 in 2016–2018). Primary and secondary/higher education level was significantly associated with lower odds of smoking (AOR=0.20; 95% CI: 0.14–0.29 in 2010–2011 and AOR=0.26; 95% CI: 0.18–0.39 in 2016–2018) compared to no education (AOR=0.43; 95% CI: 0.31–0.59 in 2010–2011 and AOR=0.48; 95% CI: 0.34–0.68 in 2016–2018). Number of sexual partners and HIV status were not associated with smoking.

CONCLUSIONS

We observed declining trends in tobacco smoking in the Rakai region of rural Uganda. Smoking was more prevalent in men, older individuals, individuals who were previously married, and individuals with lower education. The decline in smoking may be due to tobacco control efforts, but there is a continued need to target sub-populations with higher smoking prevalence.

HIV combination prevention and declining orphanhood among adolescents, Rakai, Uganda, 2001-18: an observational community cohort study

BACKGROUND

Orphanhood increased markedly in the 1980s and 1990s in sub-Saharan Africa because of HIV-related mortality. Little is known about the contribution of HIV interventions, such as antiretroviral therapy (ART) and male medical circumcision, to more recent trends in orphanhood. In this study, we examined trends over time in maternal-only, paternal-only, and double orphanhood among adolescents before and after ART and male medical circumcision became widely available in the Rakai region of south-central Uganda. We sought to understand the association between adolescent orphanhood and HIV combination prevention (community-level ART use and prevalence of male medical circumcision). We hypothesised that increasing combination prevention, including greater use of ART and higher prevalence of male medical circumcision, would be associated with a lower probability of orphanhood.

METHODS

We examined the prevalence of orphanhood among adolescents aged 15-19 years, before and after roll-out of ART in mid-2004 and male medical circumcision in 2007, using data from 28 continuously followed communities within the Rakai Community Cohort Study. We used multinomial logistic regression with clustered SEs to estimate adjusted relative risk ratios (RRs) for maternal-only, paternal-only, and double orphanhood compared with non-orphanhood over 11 survey rounds between 2001 and 2018. Controlling for community HIV prevalence, household socioeconomic status, and adolescent age, we examined the association between community prevalence of ART use among people living with HIV and prevalence of male circumcision, including traditional circumcision. The primary outcome was orphanhood among adolescents aged 15-19 years.

FINDINGS

Orphanhood declined from 52% (920 of 1768 participants) in 2001-02 to 23% (592 of 2609 participants) by 2016-18 (p<0·0001), while double orphanhood declined from 20% (346 of 1768 participants) to 3% (86 of 2609 participants) (p<0·0001). Community prevalence of ART use among people living with HIV increased from 11% (105 of 945 participants) in 2005-06 to 78% (1163 of 1485 participants) in 2016-18. Male circumcision rates rose from 19% (147 of 790 participants) in 2005-06 to 65% (3535 of 5433 participants) in 2016-18. In the multinomial logistic regression model, a 10% increase in community prevalence of ART use was associated with a decrease in maternal orphanhood (adjusted relative RR 0·90, 95% CI 0·85-0·95) and double orphanhood (0·80, 0·75-0·85). In the post-ART era, a 10% increase in the community prevalence of male circumcision was associated with a decrease in paternal orphanhood (2005-18, adjusted relative RR 0·92, 0·87-0·97) and double orphanhood (0·91, 0·85-0·98).

INTERPRETATION

Widespread availability and uptake of HIV combination prevention was associated with marked reductions in orphanhood among adolescents. Reductions in orphanhood promise improved health and social outcomes for young people.

FUNDING

Eunice Kennedy Shriver National Institute of Child Health and Human Development, the National Institute of Allergy and Infectious Diseases, the National Institute of Mental Health, and the Division of Intramural Research of the National Institute for Allergy and Infectious Diseases.

ECG Abnormalities and Arterial Stiffness by HIV Status among High-Risk Populations in Rakai, Uganda: A Pilot Study

Background

People living with HIV are at increased risk for cardiovascular disease (CVD). In sub-Saharan Africa, population-based data on major CVD events such as stroke and myocardial infarction are difficult to collect. The use of proxy measures could be a feasible way to better study CVD in such settings. This study aimed to determine the acceptance of incorporating ECG and arterial function measurements into a population-based cohort study and to assess the prevalence of ECG abnormalities and arterial stiffness.

Methods

A pilot study was conducted within the Rakai Community Cohort Study in Uganda on two high-risk CVD populations; one determined by age (35-49) and Framingham CVD risk scores and the other by age alone (50+). Data on ECG, arterial function, blood pressure, and HIV status were collected. The acceptability of incorporating ECG and arterial function measurements was established as an acceptance rate difference of no more than 5% to blood pressure measurements.

Results

A total of 118 participants were enrolled, 57 participants living with HIV and 61 HIV-negative participants. Both ECG measurements and arterial function were well accepted (2% difference). Left ventricular hypertrophy (LVH) and arterial stiffness (>10 m/s) were common in both participants living with HIV and HIV-negative participants across the two high-risk populations. Prevalence rates ranged from 30% to 53% for LVH and 25% to 58% for arterial stiffness. Arterial stiffness at the 11 m/s cutoff (p = 0.03) was found to be more common among participants living with HIV in the 35-49 population.

Conclusions

The incorporation of ECG and arterial function measurements into routine activities of a population-based cohort was acceptable and incorporating these proxy measures into cohort studies should be explored further. LVH and arterial stiffness were both common irrespective of HIV status with arterial stiffness potentially more common among people living with HIV.

Alcohol use during pregnancy in Rakai, Uganda

Introduction

Antenatal alcohol use is linked to adverse maternal and neonatal outcomes. Uganda has one of the highest rates of alcohol use in sub-Saharan Africa, but the prevalence of antenatal alcohol use has not been reported in the Rakai region.

Methods

We used cross-sectional data from pregnant women in the Rakai Community Cohort Study between March 2017 and September 2018. Using bivariate and multivariable analyses, we assessed associations between self-reported antenatal alcohol use and sociodemographic characteristics, intimate partner violence (IPV), and HIV status.

Results

Among 960 pregnant women, the median age was 26 years, 35% experienced IPV in the past 12 months, 13% were living with HIV, and 33% reported alcohol use during their current pregnancy. After adjusting for marital status, education, smoking, and HIV status; Catholic religion (AOR: 3.54; 95% CI: 1.89–6.64; compared to other), bar/restaurant work (AOR: 2.40; 95% CI: 1.17–4.92; compared to agriculture), >one sex partner in past year (AOR: 1.92; 95% CI: 1.17–3.16), a partner that drank before sex in past year (AOR: 2.01; 95% CI: 1.48–2.74), and past year IPV (AOR: 1.55; 95% CI: 1.14–2.11) were associated with antenatal alcohol use.

Conclusion

We found that alcohol use during pregnancy was common and associated with religion, occupation, higher numbers of past year sex partners, having a partner who drank before sex in the past 12 months, and IPV experience. More research is needed to understand the quantity, frequency, and timing of antenatal alcohol use; and potential impacts on neonates; and to identify services that are acceptable and effective among pregnant women.

Age patterns of HIV incidence in eastern and southern Africa: a modelling analysis of observational population-based cohort studies

BACKGROUND

As the HIV epidemic in sub-Saharan Africa matures, evidence about the age distribution of new HIV infections and how this distribution has changed over the epidemic is needed to guide HIV prevention. We aimed to assess trends in age-specific HIV incidence in six population-based cohort studies in eastern and southern Africa, reporting changes in mean age at infection, age distribution of new infections, and birth cohort cumulative incidence.

METHODS

We used a Bayesian model to reconstruct age-specific HIV incidence from repeated observations of individuals' HIV serostatus and survival collected among population HIV cohorts in rural Malawi, South Africa, Tanzania, Uganda, and Zimbabwe, in a collaborative analysis of the ALPHA network. We modelled HIV incidence rates by age, time, and sex using smoothing splines functions. We estimated incidence trends separately by sex and study. We used estimated incidence and prevalence results for 2000-17, standardised to study population distribution, to estimate mean age at infection and proportion of new infections by age. We also estimated cumulative incidence (lifetime risk of infection) by birth cohort.

FINDINGS

Age-specific incidence declined at all ages, although the timing and pattern of decline varied by study. The mean age at infection was higher in men (cohort mean 27·8-34·6 years) than in women (24·8-29·6 years). Between 2000 and 2017, the mean age at infection per cohort increased slightly: 0·5 to 2·8 years among men and -0·2 to 2·5 years among women. Across studies, between 38% and 63% (cohort medians) of the infections in women were among those aged 15-24 years and between 30% and 63% of infections in men were in those aged 20-29 years. Lifetime risk of HIV declined for successive birth cohorts.

INTERPRETATION

HIV incidence declined in all age groups and shifted slightly to older ages. Disproportionate new HIV infections occur among women aged 15-24 years and men aged 20-29 years, supporting focused prevention in these groups. However, 40-60% of infections were outside these ages, emphasising the importance of providing appropriate HIV prevention to adults of all ages.

FUNDING

Bill & Melinda Gates Foundation.

Population-level adult mortality following the expansion of antiretroviral therapy in Rakai, Uganda

There are limited data on the impact of antiretroviral therapy (ART) on population-level adult mortality in sub-Saharan Africa. We analysed data for 2000-14 from the Rakai Community Cohort Study (RCCS) in Uganda, where free ART was scaled up after 2004. Using non-parametric and parametric (Weibull) survival analysis, we estimated trends in average person-years lived between exact ages 15 and 50, per capita life-years lost to HIV, and the mortality hazards of people living with HIV (PLHIV). Between 2000 and 2014, average adult life-years lived before age 50 increased significantly, from 26.4 to 33.5 years for all women and from 28.6 to 33.8 years for all men. As of 2014, life-years lost to HIV had declined significantly, to 1.3 years among women and 0.4 years among men. Following the roll-out of ART, mortality reductions among PLHIV were initially larger in women than men, but this is no longer the case.

Migration, hotspots, and dispersal of HIV infection in Rakai, Uganda

HIV prevalence varies markedly throughout Africa, and it is often presumed areas of higher HIV prevalence (i.e., hotspots) serve as sources of infection to neighboring areas of lower prevalence. However, the small-scale geography of migration networks and movement of HIV-positive individuals between communities is poorly understood. Here, we use population-based data from ~22,000 persons of known HIV status to characterize migratory patterns and their relationship to HIV among 38 communities in Rakai, Uganda with HIV prevalence ranging from 9 to 43%. We find that migrants moving into hotspots had significantly higher HIV prevalence than migrants moving elsewhere, but out-migration from hotspots was geographically dispersed, contributing minimally to HIV burden in destination locations. Our results challenge the assumption that high prevalence hotspots are drivers of transmission in regional epidemics, instead suggesting that migrants with high HIV prevalence, particularly women, selectively migrate to these areas.

Sexual risk behaviors following circumcision among HIV-positive men in Rakai, Uganda

OBJECTIVE

To determine whether circumcision of HIV-positive men is associated with increased subsequent sexual risk behaviors which may place their female partners at risk.

METHODS

Newly circumcised and uncircumcised HIV-positive men in the Rakai Community Cohort Study were followed from baseline (July 2013-January 2015) to determine trend in sexual risk behaviors and association of circumcision with subsequent sexual risk behaviors at follow up (February 2015-September 2016). Risk behaviors included sexual activity, alcohol before sex, transactional sex, multiple sex partners, casual sex partners, and inconsistent condom use with casual partners. The association was evaluated using modified Poisson regression, and sensitivity analyses were performed after multiple imputation with chained equations for missing data.

RESULTS

We identified 538 eligible men, of whom 113(21.0%) were circumcised at baseline and 425(79.0%) were uncircumcised. Men in fishing communities were more likely to be circumcised (p = 0.032) as well as those exposed to targeted HIV messaging (p < 0.001). Overall, 188(34.9%) men were lost to follow up and most were uncircumcised (p = 0.020). Among those followed up, behaviors remained largely unchanged with no differences by circumcision status. Transactional sex appeared to be associated with circumcision in unadjusted analyses (PR = 1.58, 95%CI = 1.01,2.48; p = 0.045, p = 0.05) and adjusted analyses (adj.PR = 1.54, 95%CI = 1.06,2.23; p = 0.022). However, the association was no longer significant in sensitivity analyses after accounting for loss to follow up (adj.PR = 1.43, 95%CI = 0.98,2.08; p = 0.066). No association with circumcision was observed for other sexual risk behaviors.

CONCLUSION

We found no association between circumcision of HIV-positive men and subsequent sexual risk behavior.

The Network for Analysing Longitudinal Population-based HIV/AIDS data on Africa (ALPHA): Data on mortality, by HIV status and stage on the HIV care continuum, among the general population in seven longitudinal studies between 1989 and 2014

Timely progression of people living with HIV (PLHIV) from the point of infection through the pathway from diagnosis to treatment is important in ensuring effective care and treatment of HIV and preventing HIV-related deaths and onwards transmission of infection.  Reliable, population-based estimates of new infections are difficult to obtain for the generalised epidemics in sub-Saharan Africa.  Mortality data indicate disease burden and, if disaggregated along the continuum from diagnosis to treatment, can also reflect the coverage and quality of different HIV services.  Neither routine statistics nor observational clinical studies can estimate mortality prior to linkage to care nor following disengagement from care.  For this, population-based data are required. The Network for Analysing Longitudinal Population-based HIV/AIDS data on Africa brings together studies in Kenya, Malawi, South Africa, Tanzania, Uganda, and Zimbabwe.  Eight studies have the necessary data to estimate mortality by HIV status, and seven can estimate mortality at different stages of the HIV care continuum.  This data note describes a harmonised dataset containing anonymised individual-level information on survival by HIV status for adults aged 15 and above. Among PLHIV, the dataset provides information on survival during different periods: prior to diagnosis of infection; following diagnosis but before linkage to care; in pre-antiretroviral treatment (ART) care; in the first six months after ART initiation; among people continuously on ART for 6+ months; and among people who have ever interrupted ART.

Efficacy of knowledge and competence-based training of non-physicians in the provision of early infant male circumcision using the Mogen clamp in Rakai, Uganda

OBJECTIVE

To assess acquisition of knowledge and competence in performing Early Infant Male Circumcision (EIMC) by non-physicians trained using a structured curriculum.

SUBJECTS AND METHODS

Training in provision of EIMC using the Mogen clamp was conducted for 10 Clinical Officers (COs) and 10 Registered Nurse Midwives (RNMWs), in Rakai, Uganda. Healthy infants whose mothers consented to study participation were assigned to the trainees, each of whom performed at least 10 EIMCs. Ongoing assessment and feedback for competency were done, and safety assessed by adverse events.

RESULTS

Despite similar baseline knowledge, COs acquired more didactic knowledge than RNMWs (P = 0.043). In all, 100 EIMCs were assessed for gain in competency. The greatest improvement in competency was between the first and third procedures, and all trainees achieved 80% competency and retention of skills by the seventh procedure. The median (interquartile range) time to complete a procedure was 14.5 (10-47) min for the COs, and 15 (10-50) min for the RNMWs (P = 0.180). The procedure times declined by 2.2 min for each subsequent EIMC (P = 0.005), and rates of improvement were similar for COs and RNMWs. Adverse events were comparable between providers (3.5%), of which 1% were of moderate severity.

CONCLUSION

Competence-based training of non-physicians improved knowledge and competency in EIMC performed by COs and RNMWs in Uganda.

Randomised trial of early infant circumcision performed by clinical officers and registered nurse midwives using the Mogen clamp in Rakai, Uganda

OBJECTIVES

To assess the safety and acceptability of early infant circumcision (EIC) provided by trained clinical officers (COs) and registered nurse midwives (RNMWs) in rural Uganda.

SUBJECTS AND METHODS

We conducted a randomised trial of EIC using the Mogen clamp provided by newly trained COs and RNMWs in four health centres in rural Rakai, Uganda. The trial was registered with clinicaltrials.gov # NCT02596282. In all, 501 healthy neonates aged 1-28 days with normal birth weight and gestational age were randomised to COs (n = 256) and RNMWs (n = 245) for EIC, and were followed-up at 1, 7 and 28 days.

RESULTS

In all, 701 mothers were directly invited to participate in the trial, 525 consented to circumcision (74.9%) and 23 were found ineligible on screening (4.4%). The procedure took an average of 10.5 min. Adherence to follow-up was >90% at all scheduled visits. The rates of moderate/severe adverse events were 2.4% for COs and 1.6% for RNMWs (P = 0.9). All wounds were healed by 28 days after circumcision. Maternal satisfaction with the procedure was 99.6% for infants circumcised by COs and 100% among infants circumcised by RNMWs.

CONCLUSIONS

EIC was acceptable in this rural Ugandan population and can be safely performed by RNMWs who have direct contact with the mothers during pregnancy and delivery. EIC services should be made available to parents who are interested in the service.

Mortality trends in the era of antiretroviral therapy: evidence from the Network for Analysing Longitudinal Population based HIV/AIDS data on Africa (ALPHA)

BACKGROUND

The rollout of antiretroviral therapy (ART) is one of the largest public health interventions in Eastern and Southern Africa of recent years. Its impact is well described in clinical cohort studies, but population-based evidence is rare.

METHODS

We use data from seven demographic surveillance sites that also conduct community-based HIV testing and collect information on the uptake of HIV services. We present crude death rates of adults (aged 15-64) for the period 2000-2011 by sex, HIV status, and treatment status. Parametric survival models are used to estimate age-adjusted trends in the mortality rates of people living with HIV (PLHIV) before and after the introduction of ART.

RESULTS

The pooled ALPHA Network dataset contains 2.4 million person-years of follow-up time, and 39114 deaths (6893 to PLHIV). The mortality rates of PLHIV have been relatively static before the availability of ART. Mortality declined rapidly thereafter, with typical declines between 10 and 20% per annum. Compared with the pre-ART era, the total decline in mortality rates of PLHIV exceeds 58% in all study sites with available data, and amounts to 84% for women in Masaka (Uganda). Mortality declines have been larger for women than for men; a result that is statistically significant in five sites. Apart from the early phase of treatment scale up, when the mortality of PLHIV on ART was often very high, mortality declines have been observed in PLHIV both on and off ART.

CONCLUSION

The expansion of treatment has had a large and pervasive effect on adult mortality. Mortality declines have been more pronounced for women, a factor that is often attributed to women's greater engagement with HIV services. Improvements in the timing of ART initiation have contributed to mortality reductions in PLHIV on ART, but also among those who have not (yet) started treatment because they are increasingly selected for early stage disease.

Mortality in women of reproductive age in rural South Africa

OBJECTIVE

To determine causes of death and associated risk factors in women of reproductive age in rural South Africa.

METHODS

Deaths and person-years of observation (pyo) were determined for females (aged 15-49 years) resident in 15,526 households in a rural South African Demographic and Health Surveillance site from 2000 to 2009. Cause of death was ascertained by verbal autopsy and ICD-10 coded; causes were categorized as HIV/TB, non-communicable, communicable/maternal/perinatal/nutrition, injuries, and undetermined (unknown). Characteristics of women were obtained from regularly updated household visits, while HIV and self-reported health status was obtained from the annual HIV surveillance. Overall and cause-specific mortality rates (MRs) with 95% confidence intervals (CI) were calculated. The Weibull regression model (HR, 95%CI) was used to determine risk factors associated with mortality.

RESULTS

A total of 42,703 eligible women were included; 3,098 deaths were reported for 212,607 pyo. Overall MRwas 14.6 deaths/1,000 pyo (95% CI: 14.1-15.1), peaking in 2003 (MR 18.2/1,000 pyo, 95% CI: 16.4-20.1) and declining thereafter (2009: MR 9.6/1,000 pyo, 95% CI: 8.410.9). Mortality was highest for HIV/TB (MR 10.6/1,000 pyo, 95% CI: 10.211.1), accounting for 73.1% of all deaths, ranging from 61.2% in 2009 to 82.7% in 2002. Adjusting for education level, marital status, age, employment status, area of residence, and migration, all-cause mortality was associated with external migration (adjusted hazard ratio, or aHR), 1.70, 95% CI: 1.41-2.05), self-reported poor health status (aHR 8.26, 95% CI: 2.94-23.15), and HIV-infection (aHR 7.84, 95% CI: 6.26-9.82); external migration and HIV infection were also associated with causes of mortality other than HIV/TB (aHR 1.62 CI: 1.12-2.34 and aHR 2.59, CI: 1.79-3.75).

CONCLUSION

HIV/TB was the leading cause of death among women of reproductive age, although rates declined with the rollout of HIV treatment in the area from 2004. Women's age, external migration status, and HIV-positive status were significantly associated with all-cause and cause-specific mortality.