Evidence map›Paper›PMID 27905895›Full record

ArticleBMC infectious diseases2016

Mortality along the continuum of HIV care in Rwanda: a model-based analysis.

Eran Bendavid, David Stauffer, Eric Remera, Sabin Nsanzimana, Steve Kanters, Edward J Mills

Abstract read
In one paragraph

Article in BMC infectious diseases, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Eran BendavidDivision of General Medical Disciplines, Stanford University, Stanford, CA, USA. ebd@stanford.edu.ORCID 0000-0002-8364-4711
David StaufferCenter for Health Policy and the Center for Primary Care and Outcomes Research, Stanford University, Stanford, CA, USA.
Eric RemeraInstitute of HIV Disease Prevention and Control, Rwanda Bio-Medical Center, Kigali, Rwanda.
Sabin NsanzimanaInstitute of HIV Disease Prevention and Control, Rwanda Bio-Medical Center, Kigali, Rwanda.
Steve KantersPrecision Global Health, Vancouver, Canada.
Edward J MillsPrecision Global Health, Vancouver, Canada.

Funding

Making Better Decisions: Policy Modeling for AIDS and Drug AbuseR01DA015612 · NIDA · STANFORD UNIVERSITY · PI OWENS, DOUGLAS K · 2002 to 2017
$9.4M
CORE--PROGRAM DEVELOPMENTP30AG017253 · NIA · STANFORD UNIVERSITY · PI BHATTACHARYA, JAY · 1999 to 2019
$5.8M
NIA NIH HHS P30 AG017253NIDA NIH HHS R01 DA015612
6 · The paper itself

Abstract

backgroundHIV is the leading cause of death among adults in sub-Saharan Africa. However, mortality along the HIV care continuum is poorly described. We combine demographic, epidemiologic, and health services data to estimate where are people with HIV dying along Rwanda's care continuum.

methodsWe calibrated an age-structured HIV disease and transmission stochastic simulation model to the epidemic in Rwanda. We estimate mortality among HIV-infected individuals in the following states: untested, tested without establishing care in an antiretroviral therapy (ART) program (unlinked), in care before initiating ART (pre-ART), lost to follow-up (LTFU) following ART initiation, and retained in active ART care. We estimated mortality among people living with HIV in Rwanda through 2025 under current conditions, and with improvements to the HIV care continuum.

resultsIn 2014, the greatest portion of deaths occurred among those untested (35.4%), followed by those on ART (34.1%), reflecting the large increase in the population on ART. Deaths among those LTFU made up 11.8% of all deaths among HIV-infected individuals in 2014, and in the base case this portion increased to 18.8% in 2025, while the contribution to mortality declined among those untested, unlinked, and in pre-ART. In our model only combined improvements to multiple aspects of the HIV care continuum were projected to reduce the total number of deaths among those with HIV, estimated at 8177 in 2014, rising to 10,659 in the base case, and declining to 5,691 with combined improvements in 2025.

conclusionMortality among those untested for HIV contributes a declining portion of deaths among HIV-infected individuals in Rwanda, but the portion of deaths among those LTFU is expected to increase the most over the next decade. Combined improvements to the HIV care continuum might be needed to reduce the number of deaths among those with HIV.

Indexed as

AdolescentAdultAfrica South of the SaharaAnti-HIV AgentsAntiretroviral Therapy, Highly ActiveContinuity of Patient CareFemaleHIV InfectionsHumansMaleMiddle AgedModels, TheoreticalRwandaYoung AdultAnti-HIV AgentsAntiretroviral coverageCare cascadeCare continuumHIVLoss from careMortalityRwandaUniversal test and treat

Identifiers

PMID27905895
PMCPMC5134104

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.