Evidence map›Paper›PMID 36225139›Full record

ArticleJournal of the International AIDS Society2022

Modelling cervical cancer elimination using single-visit screening and treatment strategies in the context of high HIV prevalence: estimates for KwaZulu-Natal, South Africa.

Darcy White Rao, Cara J Bayer, Gui Liu, Admire Chikandiwa, Monisha Sharma, Christine L Hathaway, Nicholas Tan, Nelly Mugo, Ruanne V Barnabas

Registry-linked trialAbstract read
In one paragraph

Article in Journal of the International AIDS Society, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06815939 (Validation of a Lab-free Low-cost Screening Test for Prevention of Cervical Cancer), which is not on this map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–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.

NCT06815939 narecruitingnot on this mapstarted 2025, after this paper: background citation

Validation of a Lab-free Low-cost Screening Test for Prevention of Cervical Cancer: Automated Visual Evaluation

TypeinterventionalSponsorDL AnalyticsRan2025 to 2026Enrolled10,000ConditionsHuman Papillomavirus (HPV), Cervical Intraepithelial Neoplasia, Uterine Cervical Neoplasms, Cervical CancersArmsHPV Test, EVA System, Visual Inspection with Acetic Acid (VIA), Automated Visual Evaluation (AVE), Image Capture with Mobile Phone
3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

9 authors.

Darcy White RaoBill & Melinda Gates Foundation, Seattle, Washington, USA.ORCID 0000-0003-0058-8513
Cara J BayerDepartment of Epidemiology, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina, USA.
Gui LiuDepartment of Global Health, University of Washington, Seattle, Washington, USA.ORCID 0000-0002-1769-7073
Admire ChikandiwaWits RHI, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Monisha SharmaDepartment of Global Health, University of Washington, Seattle, Washington, USA.ORCID 0000-0002-7599-1561
Christine L HathawayMassachusetts General Hospital, Boston, Massachusetts, USA.
Nicholas TanCreighton University School of Medicine, Phoenix, Arizona, USA.
Nelly MugoDepartment of Global Health, University of Washington, Seattle, Washington, USA.
Ruanne V BarnabasMassachusetts General Hospital, Boston, Massachusetts, USA.

Funding

NCCIH Supplement to NCATS/CTSA Program for KL2 Scholars - M. SoddersKL2TR002317 · NCATS · UNIVERSITY OF WASHINGTON · PI Christy Michelle McKinney · 2017 to 2026
$14.5M
Comparative Modeling to Inform Cervical Cancer Control Policies: USPSTF SupplementU01CA253912 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI BARNABAS, RUANNE VANESSA, CANFELL, KAREN · 2020 to 2024
$7.9M
Comparative Modeling to Inform Cervical Cancer Control PoliciesU01CA199334 · NCI · HARVARD SCHOOL OF PUBLIC HEALTH · PI BARNABAS, RUANNE VANESSA, CANFELL, KAREN · 2015 to 2019
$6.4M
Scientific/Technical CoreP2CHD042828 · NICHD · UNIVERSITY OF WASHINGTON · PI SARA R. CURRAN · 2017 to 2026
$6.3M
Designing an Intervention to Increase Men's Linkage to Care and Prevention after HIV Self-Testing in UgandaK01MH115789 · NIMH · UNIVERSITY OF WASHINGTON · PI SHARMA, MONISHA · 2018 to 2022
$876k
NCATS NIH HHS KL2 TR002317NCI NIH HHS U01 CA199334NCI NIH HHS U01 CA253912NICHD NIH HHS P2C HD042828NIMH NIH HHS K01 MH115789
6 · The paper itself

Abstract

introductionIn settings with high HIV prevalence, cervical cancer incidence rates are up to six-fold higher than the global average of 13.1 cases per 100,000 women-years. To inform strategies for global cervical cancer elimination, we used a dynamic transmission model to evaluate scalable screening and treatment strategies, accounting for HIV-associated cancer risks and weighing prevention gains against overtreatment.

methodsWe developed a dynamic model of HIV-HPV co-infection and disease progression, which we calibrated to KwaZulu-Natal, South Africa. Our baseline scenario reflects the current practice of HPV vaccination with a multi-visit screening and treatment strategy involving cytology and colposcopy triage. We evaluated 13 comparator scenarios with increased vaccination coverage and one-time, two-time or repeat HIV-targeted cervical cancer screening with the following single-visit strategies: HPV DNA testing, HPV genotyping, automated visual evaluation (AVE) and HPV DNA with AVE triage. In all scenarios, HIV antiretroviral therapy, condom use and voluntary male medical circumcision continue at baseline levels. We simulated cancer incidence under each scenario from 2020 to 2120 using the 25 best-fitting parameter sets. We present the median and range of model output from these simulations to account for parameter uncertainty.

resultsWe estimate that cervical cancer incidence will decrease by 87% with the continuation of current cervical cancer and HIV prevention strategies, from an age-standardized rate per 100,000 women of 80.4 (range 58.2, 112.1) in 2020 to 10.7 (4.2, 29.9) in 2120. Scenarios scaling up vaccination and single-visit strategies resulted in near- and long-term gains. With repeat HIV-targeted screening, incidence rates were projected to be 29-34% lower in 2030 relative to the baseline scenario, and elimination (incidence <4/100,000) was achieved with HPV DNA testing in 2095 and with AVE in 2114. A strategy of HPV DNA with AVE triage optimized the tradeoff between cancer cases averted and overtreatment.

conclusionsSingle-visit screening strategies could avert a substantial burden of cervical cancer and accelerate progress towards elimination in settings with a high burden of HIV. Increasing the screening frequency among women with HIV and reducing loss-to-follow-up for treatment will be key components of a successful elimination strategy.

Indexed as

HIV InfectionsPapillomavirus InfectionsUterine Cervical NeoplasmsEarly Detection of CancerFemaleHumansMaleMass ScreeningSouth Africacervical cancerHIV coinfectionHPV infectionHPV vaccinemathematical modelscreening

Identifiers

PMID36225139
PMCPMC9557021

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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.