Evidence map›Paper›PMID 26633768›Full record

ArticleNature2015

Sustainable HIV treatment in Africa through viral-load-informed differentiated care.

Working Group on Modelling of Antiretroviral Therapy Monitoring Strategies in Sub-Saharan Africa, Andrew Phillips, Amir Shroufi, Lara Vojnov, Jennifer Cohn, Teri Roberts, Tom Ellman, Kimberly Bonner, Christine Rousseau, Geoff Garnett and 40 more

Registry-linked trialOpen access · hybridAbstract read
In one paragraph

Article in Nature, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03553693 (Optimizing HIV Viral Load Monitoring and Outcomes for High Risk Populations), which is not on this map. Cited by 123 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
123citing papers in PubMed, 4 pooled it
15.1field-weighted citation impact, top 1% of its field
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.

NCT03553693 nacompletednot on this mapstarted 2018, after this paper: background citation

Optimizing HIV Viral Load Monitoring and Outcomes for High Risk Populations

TypeinterventionalSponsorUniversity of California, San FranciscoRan2018 to 2020Enrolled2,443ConditionsHIVArmsRAPID-VL study intervention
3 · Its place in the literature

Who cites it

123 citing papers in PubMed, 4 syntheses or guidelines pooled it, 168 citations in OpenAlex.

  1. Dried Blood Spots to Assess Cardiovascular-Kidney-Metabolic Health.Journal of the American Heart Association · 2025
    Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Trial
  6. Trial
  7. Trial
  8. Trial
  9. Trial
  10. Trial
  11. Trial
  12. Trial
  13. Trial
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. International journal of MCH and AIDS · 2025
    Article
  20. Article

63 more citing papers are in PubMed but not listed here.

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

50 authors at 20 institutions in 11 countries.

Working Group on Modelling of Antiretroviral Therapy Monitoring Strategies in Sub-Saharan Africa
Andrew PhillipsDepartment of Infection and Population Health, University College London, Rowland Hill Street, London NW3 2PF, UK.
Amir ShroufiSouthern Africa Medical Unit (SAMU), Medecins sans Frontieres (MSF) SA, Waverley Business Park, Wyecroft Rd, Mowbray 7700, Cape Town, South Africa.
Lara VojnovClinton Health Access Initiative, 383 Dorchester Avenue, Boston, Massachusetts 02127, USA.
Jennifer CohnMédecins Sans Frontières, Access Campaign, rue du Lausanne 82, 1202 Geneva Switzerland.
Teri RobertsMédecins Sans Frontières, Access Campaign, rue du Lausanne 82, 1202 Geneva Switzerland.
Tom EllmanSouthern Africa Medical Unit (SAMU), Medecins sans Frontieres (MSF) SA, Waverley Business Park, Wyecroft Rd, Mowbray 7700, Cape Town, South Africa.
Kimberly BonnerMédecins Sans Frontières, 78 rue de Lausanne, Case Postale 116, 1211 Geneva 21, Switzerland.
Christine RousseauBill and Melinda Gates Foundation, PO Box 23350, Seattle, Washington 98199, USA.
Geoff GarnettBill and Melinda Gates Foundation, PO Box 23350, Seattle, Washington 98199, USA.
Valentina CambianoDepartment of Infection and Population Health, University College London, Rowland Hill Street, London NW3 2PF, UK.
Fumiyo NakagawaDepartment of Infection and Population Health, University College London, Rowland Hill Street, London NW3 2PF, UK.
Deborah FordMRC Clinical Trials Unit at UCL, Institute of Clinical Trials &Methodology, Aviation House, 125 Kingsway, London WC2B 6NH, UK.
Loveleen Bansi-MatharuDepartment of Infection and Population Health, University College London, Rowland Hill Street, London NW3 2PF, UK.
Alec MinersHealth Services Research &Policy, London School of Hygiene and Tropical Medicine, Room 134, 15-17 Tavistock Place, London WC1H 9SY, UK.
Jens D LundgrenCHIP, Department of infectious diseases, Rigshospitalet, University of Copenhagen, Blegdamsvej 92100 Copenhagen, Denmark.
Jeffrey W EatonDepartment of Infectious Disease Epidemiology, Imperial College London, St Mary's Campus, Norfolk Place, London W2 1PG, UK.
Rosalind Parkes-RatanshiInfectious Diseases Institute (IDI), College of Health Sciences, Makerere University, PO Box 22418, Kampala, Uganda.
Zachary KatzClinton Health Access Initiative, 383 Dorchester Avenue, Boston, Massachusetts 02127, USA.
David MamanSouthern Africa Medical Unit (SAMU), Medecins sans Frontieres (MSF) SA, Waverley Business Park, Wyecroft Rd, Mowbray 7700, Cape Town, South Africa.
Nathan FordHIV/AIDS and Global Hepatitis Programme, World Health Organization, 20 Ave Appia 1211, Geneva, Switzerland.
Marco VitoriaHIV/AIDS and Global Hepatitis Programme, World Health Organization, 20 Ave Appia 1211, Geneva, Switzerland.
Meg DohertyHIV/AIDS and Global Hepatitis Programme, World Health Organization, 20 Ave Appia 1211, Geneva, Switzerland.
David DowdyDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe Street E6531, Baltimore, Maryland 21205, USA.
Brooke NicholsDepartment of Viroscience, Erasmus Medical Center, PO Box 20403000CA Rotterdam, the Netherlands.
Maurine MurtaghInternational Diagnostics Centre, London School of Hygiene &Tropical, Medicine, Keppel Street, London WC1E 7HT, UK.
Meghan WarehamClinton Health Access Initiative, 383 Dorchester Avenue, Boston, Massachusetts 02127, USA.
Kara M PalamountainKellogg School of Management, Northwestern University, 2001 Sheridan Road Evanston, Illinois 60208, USA.
Christine Chakanyuka MusanhuWHO Country Office 86 Enterprise Road Cnr, Glenara PO Box CY 348, Causeway Harare, Zimbabwe.
Wendy StevensDepartment of Molecular Medicine and Haematology, University of the Witwatersrand, South Africa.
David KatzensteinDivision of Infectious Disease, Laboratory Grant Building S-146, Office Lane 154, Stanford University Medical Center, 300 Pasteur Drive, Stanford, California 94305-5107, USA.
Andrea CiaranelloMassachusetts General Hospital Division of Infectious Diseases, 50 Staniford Street, 936 Boston, Massachusetts 02114, USA.
Ruanne BarnabasMedicine, Global Health and Epidemiology, University of Washington (UW), 325 9th Avenue, Seattle, Washington 98104, USA.
R Scott BraithwaiteDepartment of Population Health, New York University School of Medicine, 227 East 30th Street Office 615, New York, New York 10016, USA.
Eran BendavidDivision of General Medical Disciplines, Department of Medicine Stanford University, MSOB 1265 Welch Road x332 Stanford, California 94305, USA.
Kusum J NathooUniversity of Zimbabwe, College of Health Sciences, Department of Paediatrics and Child Health, PO Box A178, Avondale, Harare, Zimbabwe.
David van de VijverDepartment of Viroscience, Erasmus Medical Center, PO Box 20403000CA Rotterdam, the Netherlands.
David P WilsonUniversity of New South Wales, Level 6, Wallace Wurth Building, UNSW Campus, Sydney, New South Wales 2052, Australia.
Charles HolmesCentre for Infectious Disease Research in Zambia, 5032 Great North Road, Lusaka, Zambia.
Anna BershteynInstitute for Disease Modeling, 3150 139th Avenue SE, Bellevue, Washington 98005, USA.
Simon WalkerCentre for Health Economics, University of York, Heslington, York YO10 5DD, UK.
Elliot RaizesCare and Treatment Branch Center for Global Health, Division of Global HIV/AIDS (GAP), CDC, MS-E04, 1600 Clifton Road NE, Atlanta, Georgia 30333, USA.
Ilesh JaniInstituto Nacional de Saúde (INS), Ministry of Health, PO Box 264, Maputo, Mozambique.
Lisa J NelsonThe Office of the US Global AIDS Coordinator and Health Diplomacy (S/GAC), U.S. Department of State, SA-22, Suite 10300, 2201 C Street, Washington DC 20520, USA.
Rosanna PeelingClinical Research Department, London School of Hygiene and Tropical Medicine, Keppel St, London WC1E 7HT, UK.
Fern Terris-PrestholtDepartment of Global Health and Development, London School of Hygiene and Tropical Medicine, 15-17 Tavistock Place, London WC1H 9SH, UK.
Joseph MurunguMinistry of Health and Child Care, P. O CY 1122, Causeway, Harare, Zimbabwe.
Tsitsi Mutasa-ApolloMinistry of Health and Child Care, P. O CY 1122, Causeway, Harare, Zimbabwe.
Timothy B HallettDepartment of Infectious Disease Epidemiology, Imperial College London, St Mary's Campus, Norfolk Place, London W2 1PG, UK.
Paul RevillCentre for Health Economics, University of York, Heslington, York YO10 5DD, UK.
London School of Hygiene & Tropical Medicine · GBClinton Health Access Initiative · USMédecins Sans Frontières · ZAMédecins Sans Frontières · CHWorld Health Organization · CHBill & Melinda Gates Foundation · USImperial College London · GBMinistry of Health and Child Welfare · ZWRoland Hill (United Kingdom) · GBStanford University · USUniversity College London · GBUniversity of York · GBBellevue Hospital Center · USCenter for Global Health · USCentre for Infectious Disease Research in Zambia · ZMInfectious Diseases Institute · UGJohns Hopkins University · USMassachusetts General Hospital · USMinistry of Health · MZMRC Clinical Trials Unit at UCL · GB

Funding

Virus & Reservoirs CoreP30AI045008 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI ROBERT GROSS · 1999 to 2026
$78.6M
Making Better Decisions: Policy Modeling for AIDS and Drug AbuseR01DA015612 · NIDA · STANFORD UNIVERSITY · PI OWENS, DOUGLAS K · 2002 to 2017
$9.4M
Medical Research Council MC_UU_12023/23Medical Research Council MC_UU_12023/26Medical Research Council MR/K010174/1NIAID NIH HHS P30 AI045008NIDA NIH HHS R01 DA015612World Health Organization 001
6 · The paper itself

Abstract

There are inefficiencies in current approaches to monitoring patients on antiretroviral therapy in sub-Saharan Africa. Patients typically attend clinics every 1 to 3 months for clinical assessment. The clinic costs are comparable with the costs of the drugs themselves and CD4 counts are measured every 6 months, but patients are rarely switched to second-line therapies. To ensure sustainability of treatment programmes, a transition to more cost-effective delivery of antiretroviral therapy is needed. In contrast to the CD4 count, measurement of the level of HIV RNA in plasma (the viral load) provides a direct measure of the current treatment effect. Viral-load-informed differentiated care is a means of tailoring care so that those with suppressed viral load visit the clinic less frequently and attention is focussed on those with unsuppressed viral load to promote adherence and timely switching to a second-line regimen. The most feasible approach to measuring viral load in many countries is to collect dried blood spot samples for testing in regional laboratories; however, there have been concerns over the sensitivity and specificity of this approach to define treatment failure and the delay in returning results to the clinic. We use modelling to synthesize evidence and evaluate the cost-effectiveness of viral-load-informed differentiated care, accounting for limitations of dried blood sample testing. We find that viral-load-informed differentiated care using dried blood sample testing is cost-effective and is a recommended strategy for patient monitoring, although further empirical evidence as the approach is rolled out would be of value. We also explore the potential benefits of point-of-care viral load tests that may become available in the future.

Indexed as

Viral LoadAdolescentAdultAfricaAgedAnti-HIV AgentsCost-Benefit AnalysisHIV InfectionsHumansMiddle AgedPrecision MedicineYoung AdultAnti-HIV Agents

Identifiers

PMID26633768
PMCPMC4932825
OpenAlexW2183625242

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

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.