Evidence map›Paper›PMID 36642087›Full record

ArticleThe lancet. HIV2023

Predicted effects of the introduction of long-acting injectable cabotegravir pre-exposure prophylaxis in sub-Saharan Africa: a modelling study.

Jennifer Smith, Loveleen Bansi-Matharu, Valentina Cambiano, Dobromir Dimitrov, Anna Bershteyn, David van de Vijver, Katharine Kripke, Paul Revill, Marie-Claude Boily, Gesine Meyer-Rath and 28 more

Open access · hybridAbstract read
In one paragraph

Article in The lancet. HIV, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed, 4 pooled it
11.5field-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.

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

41 citing papers in PubMed, 4 syntheses or guidelines pooled it, 59 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Virologic Failure and Emergent Integrase Strand Transfer Inhibitor Drug Resistance With Long-Acting Cabotegravir for HIV Treatment: A Meta-analysis.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025
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  17. HIV-1 testing in the context of expanding PrEP modalities.Journal of the International AIDS Society · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

38 authors at 16 institutions in 9 countries.

Jennifer SmithInstitute for Global Health, University College London, London, UK.
Loveleen Bansi-MatharuInstitute for Global Health, University College London, London, UK.
Valentina CambianoInstitute for Global Health, University College London, London, UK.
Dobromir DimitrovPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
Anna BershteynDepartment of Population Health, New York University Grossman School of Medicine, New York, NY, USA.
David van de VijverDepartment of Viroscience, Erasmus Medical Centre, Rotterdam, Netherlands.
Katharine KripkeAvenir Health, Takoma Park, MD, USA.
Paul RevillCentre for Health Economics, University of York, York, UK.
Marie-Claude BoilyMRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK.
Gesine Meyer-RathHealth Economics and Epidemiology Research Office (HE2RO), Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Isaac TaramusiNational AIDS Council, Harare, Zimbabwe.
Jens D LundgrenDepartment of Clinical Medicine, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.
Joep J van OosterhoutPartners in Hope, Lilongwe, Malawi; Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
Daniel KuritzkesDivision of Infectious Diseases, Brigham and Women's Hospital, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA, USA.
Robin SchaeferGlobal HIV, Hepatitis, and STIs Programmes, WHO, Geneva, Switzerland.
Mark J SiednerDepartment of Medicine, Harvard Medical School, Boston, MA, USA; Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA; Clinical Research Department, Africa Health Research Institute, Mtubatuba, South Africa.
Jonathan SchapiroNational Hemophilia Center, Sheba Medical Center, Ramat Gan, Israel.
Sinead Delany-MoretlweWits RHI, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Raphael J LandovitzDepartment of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, USA; Center for Clinical AIDS Research and Education, University of California, Los Angeles, CA, USA.
Charles FlexnerJohns Hopkins University School of Medicine and Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Michael JordanTufts Medical Center, Tufts University School of Medicine, Boston, MA, USA.
Francois VenterEzintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Mopo RadebeRegional Office for Africa, WHO, Gauteng, South Africa.
David RipinInfectious Diseases Program, Clinton Health Access Initiative, New York, NY, USA.
Sarah JenkinsInfectious Diseases Program, Clinton Health Access Initiative, New York, NY, USA.
Danielle ResarInfectious Diseases Program, Clinton Health Access Initiative, New York, NY, USA.
Carolyn AmoleInfectious Diseases Program, Clinton Health Access Initiative, New York, NY, USA.
Maryam ShahmaneshInstitute for Global Health, University College London, London, UK; Clinical Research Department, Africa Health Research Institute, Mtubatuba, South Africa.
Ravindra K GuptaClinical Research Department, Africa Health Research Institute, Mtubatuba, South Africa; Department of Medicine, University of Cambridge, Cambridge, UK.
Elliot RaizesUS Department of Health and Human Services, Centers for Disease Control, Atlanta, GA, USA.
Cheryl JohnsonGlobal HIV, Hepatitis, and STIs Programmes, WHO, Geneva, Switzerland.
Seth InzauleGlobal HIV, Hepatitis, and STIs Programmes, WHO, Geneva, Switzerland.
Robert ShaferDepartment of Medicine, Stanford University, Palo Alto, CA, USA.
Mitchell WarrenAVAC, New York, NY, USA.
Sarah StansfieldVaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
Roger ParedesDepartment of Infectious Diseases, Irsi Caixa Institut de Recerca de la SIDA, Barcelona, Spain.
Andrew N PhillipsInstitute for Global Health, University College London, London, UK. Electronic address: andrew.phillips@ucl.ac.uk.
HIV Modelling Consortium
University College London · GBUniversity of the Witwatersrand · ZAWorld Health Organization · CHFred Hutch Cancer Center · USRed de Investigación en Sida · ESRigshospitalet · DKAvenir Health · USErasmus University Rotterdam · NLImperial College London · GBIrsiCaixa · ESNational AIDS Council · ZWNew York University · USSheba Medical Center · ILStanford University · USTufts University · USUniversity of York · GB

Funding

LOC: HIV Prevention Trials NetworkUM1AI068619 · NIAID · FAMILY HEALTH INTERNATIONAL · PI MYRON Scott COHEN, Sinead Delany-Moretlwe · 2011 to 2026
$779.5M
SDMC: HPTN 084 Pregnancy SupplementUM1AI068617 · NIAID · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Elizabeth Renata Brown, Deborah J Donnell · 2011 to 2026
$204.9M
Wits HIV Research Group CLINICAL TRIAL UNIT (CTU) reapplicationUM1AI069463 · NIAID · WITS HEALTH CONSORTIUM (PTY), LTD · PI REES, HELEN, SANNE, IAN MATTHIAS · 2012 to 2025
$31.8M
The Long-Acting/Extended Release Antiretroviral Resource Program (LEAP)R24AI118397 · NIAID · JOHNS HOPKINS UNIVERSITY · PI Charles W. Flexner · 2015 to 2026
$9.4M
HIV Drug Resistance DatabaseR24AI136618 · NIAID · STANFORD UNIVERSITY · PI ROBERT William SHAFER · 2018 to 2026
$7.3M
Novel mechanisms contributing to failure of dolutegravir-containing cART in clinical practiceR01AI147330 · NIAID · ERASMUS MEDICAL CENTER · PI VAN DE VIJVER, DAVID · 2019 to 2023
$3.2M
Maximizing combination HIV prevention, uptake and retention by adolescent girls and young womenR01MH114560 · NIMH · KWAZULU-NATAL RESEARCH INSTITUTE TB-HIV · PI SHAHMANESH, MARYAM · 2017 to 2023
$2.0M
Mentoring patient-oriented research to improve cardiovascular health among people with HIV in sub-Saharan AfricaK24HL166024 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI MARK J SIEDNER · 2022 to 2026
$616k
Medical Research Council MR/R015600/1Medical Research Council MR/T042796/1NHLBI NIH HHS K24 HL166024NIAID NIH HHS R01 AI147330NIAID NIH HHS R24 AI118397NIAID NIH HHS R24 AI136618NIAID NIH HHS UM1 AI068617NIAID NIH HHS UM1 AI068619NIAID NIH HHS UM1 AI069463NIMH NIH HHS R01 MH114560Wellcome TrustWorld Health Organization 001
6 · The paper itself

Abstract

backgroundLong-acting injectable cabotegravir pre-exposure prophylaxis (PrEP) is recommended by WHO as an additional option for HIV prevention in sub-Saharan Africa, but there is concern that its introduction could lead to an increase in integrase-inhibitor resistance undermining treatment programmes that rely on dolutegravir. We aimed to project the health benefits and risks of cabotegravir-PrEP introduction in settings in sub-Saharan Africa.

methodsWith HIV Synthesis, an individual-based HIV model, we simulated 1000 setting-scenarios reflecting both variability and uncertainty about HIV epidemics in sub-Saharan Africa and compared outcomes for each with and without cabotegravir-PrEP introduction. PrEP use is assumed to be risk-informed and to be used only in 3-month periods (the time step for the model) when having condomless sex. We consider three groups at risk of integrase-inhibitor resistance emergence: people who start cabotegravir-PrEP after (unknowingly) being infected with HIV, those who seroconvert while on PrEP, and those with HIV who have residual cabotegravir drugs concentrations during the early tail period after recently stopping PrEP. We projected the outcomes of policies of cabotegravir-PrEP introduction and of no introduction in 2022 across 50 years. In 50% of setting-scenarios we considered that more sensitive nucleic-acid-based HIV diagnostic testing (NAT), rather than regular antibody-based HIV rapid testing, might be used to reduce resistance risk. For cost-effectiveness analysis we assumed in our base case a cost of cabotegravir-PrEP drug to be similar to oral PrEP, resulting in a total annual cost of USD$144 per year ($114 per year and $264 per year considered in sensitivity analyses), a cost-effectiveness threshold of $500 per disability-adjusted life years averted, and a discount rate of 3% per year.

findingsReflecting our assumptions on the appeal of cabotegravir-PrEP, its introduction is predicted to lead to a substantial increase in PrEP use with approximately 2·6% of the adult population (and 46% of those with a current indication for PrEP) receiving PrEP compared with 1·5% (28%) without cabotegravir-PrEP introduction across 20 years. As a result, HIV incidence is expected to be lower by 29% (90% range across setting-scenarios 6-52%) across the same period compared with no introduction of cabotegravir-PrEP. In people initiating antiretroviral therapy, the proportion with integrase-inhibitor resistance after 20 years is projected to be 1·7% (0-6·4%) without cabotegravir-PrEP introduction but 13·1% (4·1-30·9%) with. Cabotegravir-PrEP introduction is predicted to lower the proportion of all people on antiretroviral therapy with viral loads less than 1000 copies per mL by 0·9% (-2·5% to 0·3%) at 20 years. For an adult population of 10 million an overall decrease in number of AIDS deaths of about 4540 per year (-13 000 to -300) across 50 years is predicted, with little discernible benefit with NAT when compared with standard antibody-based rapid testing. AIDS deaths are predicted to be averted with cabotegravir-PrEP introduction in 99% of setting-scenarios. Across the 50-year time horizon, overall HIV programme costs are predicted to be similar regardless of whether cabotegravir-PrEP is introduced (total mean discounted annual HIV programme costs per year across 50 years is $151·3 million vs $150·7 million), assuming the use of standard antibody testing. With antibody-based rapid HIV testing, the introduction of cabotegravir-PrEP is predicted to be cost-effective under an assumed threshold of $500 per disability-adjusted life year averted in 82% of setting-scenarios at the cost of $144 per year, in 52% at $264, and in 87% at $114.

interpretationDespite leading to increases in integrase-inhibitor drug resistance, cabotegravir-PrEP introduction is likely to reduce AIDS deaths in addition to HIV incidence. Long-acting cabotegravir-PrEP is predicted to be cost-effective if delivered at similar cost to oral PrEP with antibody-based rapid HIV testing.

fundingBill & Melinda Gates Foundation, National Institute of Allergy and Infectious Diseases of the National Institutes of Health.

Indexed as

Acquired Immunodeficiency SyndromeAnti-HIV AgentsHIV InfectionsHIV Integrase InhibitorsPre-Exposure ProphylaxisAdultCost-Benefit AnalysisDiketopiperazinesHumansIntegrasesPyridonesAnti-HIV AgentscabotegravirDiketopiperazinesHIV Integrase InhibitorsIntegrasesPyridones

Identifiers

PMID36642087
PMCPMC10065903
OpenAlexW4315783621

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.