ArticleThe Lancet. Infectious diseases2021
Optimal human papillomavirus vaccination strategies to prevent cervical cancer in low-income and middle-income countries in the context of limited resources: a mathematical modelling analysis.
Article in The Lancet. Infectious diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 2 of them syntheses that pooled it.
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Who cites it
63 citing papers in PubMed, 2 syntheses or guidelines pooled it, 90 citations in OpenAlex.
- Parental willingness of HPV vaccination in Mainland China: A meta-analysis.Human vaccines & immunotherapeutics · 2024Pooled it
- Inclusion of marginalized populations in HPV vaccine modeling: A systematic review.Preventive medicine · 2024Pooled it
- Effect of a pay-it-forward strategy on reducing HPV vaccine delay and increasing uptake among 15- to 18-year-old girls in China: A randomized controlled trial.PLoS medicine · 2025Trial
- An Internet-Based Education Program for Human Papillomavirus Vaccination Among Female College Students in Mainland China: Application of the Information-Motivation-Behavioral Skills Model in a Cluster Randomized Trial.Journal of medical Internet research · 2022Trial
- Analysis and simulation for a two-sex transmission model of HPV infection in Xinjiang of China.Infectious Disease Modelling · 2026Article
- Economic evaluation of 22 HPV vaccination strategies to minimize the risk of penile, anal, and oropharyngeal cancers in Chinese males: A Markov model analysis.Human vaccines & immunotherapeutics · 2026Article
- Elimination of HPV-associated cancers: universal HPV vaccination and the role of anal screening - a meeting report.BMC proceedings · 2026Article
- Survival outcomes of postoperative radiotherapy and chemotherapy in early-stage cervical cancer: a Surveillance, Epidemiology, and End Results database-based stratified analysis.Translational cancer research · 2026Article
- HPV16 E2 protein possesses intrinsic helicase activity and sterically hinders E1 function through direct interaction.The Journal of biological chemistry · 2026Article
- [Evaluation of bilateral vaccine cooperation priority countries on Chinese human papillomavirus vaccine using hierarchical K-means hybrid clustering].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2026Article
- Impact of switching from a quadrivalent to a nonavalent HPV vaccine on HPV infections and cervical cancer in Colombia: a mathematical modelling study.Lancet regional health. Americas · 2026Article
- Prevalence and genotype distribution of human papillomavirus (HPV) in an at-risk and suspected population in Iran.BMC infectious diseases · 2026Article
- A Pocket Manual for Human Papillomavirus Vaccines.Vaccines · 2026Review
- Prevalence of High-Risk Human Papillomavirus and Associated Risk Factors Among Individuals With Head and Neck Cancer in a National Referral Center in Tanzania.JCO global oncology · 2026Article
- Decision-making considerations for single-dose HPV vaccination, including drivers of schedule adoption or switch: insights from immunisation stakeholders in 19 low-income and middle-income countries.BMJ global health · 2026Article
- Flavonoids as Dual Inhibitors of MELK and LYN Kinases in Cervical Cancer: AnCurrent pharmaceutical design · 2026Article
- Cost-effectiveness of single-dose versus two-dose HPV vaccination: a Markov cohort modelling analysis of a Kenya-India LMIC composite.Frontiers in public health · 2026Article
- Supply, demand and use of economic evidence in vaccine policymaking in Africa: A scoping review.PLOS global public health · 2026Article
- Strategically striving to be more inclusive: A recommendation for gender-neutral human-papillomavirus vaccine policies.Human vaccines & immunotherapeutics · 2025Article
- Ranking the most efficient human papillomavirus vaccination strategies in low-income and lower-middle income countries: a mathematical modelling analysis.The Lancet. Global health · 2025Article
3 more citing papers are in PubMed but not listed here.
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Authors and funding
11 authors at 4 institutions in 5 countries.
Funding
Abstract
backgroundIntroduction of human papillomavirus (HPV) vaccination has been slow in low-income and middle-income countries (LMICs) because of resource constraints and worldwide shortage of vaccine supplies. To help inform WHO recommendations, we modelled various HPV vaccination strategies to examine the optimal use of limited vaccine supplies and best allocation of scarce resources in LMICs in the context of the WHO global call to eliminate cervical cancer as a public health problem.
methodsIn this mathematical modelling analysis, we developed HPV-ADVISE LMIC, a transmission-dynamic model of HPV infection and diseases calibrated to four LMICs: India, Vietnam, Uganda, and Nigeria. For different vaccination strategies that encompassed use of a nine-valent vaccine (or a two-valent or four-valent vaccine assuming high cross-protection), we estimated three outcomes: reduction in the age-standardised rate of cervical cancer, number of doses needed to prevent one case of cervical cancer (NNV; as a measure of efficiency), and the incremental cost-effectiveness ratio (ICER; in 2017 international $ per disability-adjusted life-year [DALY] averted). We examined different vaccination strategies by varying the ages of routine HPV vaccination and number of age cohorts vaccinated, the population targeted, and the number of doses used. In our base case, we assumed 100% lifetime protection against HPV-16, HPV-18, HPV-31, HPV-33, HPV-45, HPV-52, and HPV-58; vaccination coverage of 80%; and a time horizon of 100 years. For the cost-effectiveness analysis, we used a 3% discount rate. Elimination of cervical cancer was defined as an age-standardised incidence of less than four cases per 100 000 woman-years.
findingsWe predicted that HPV vaccination could lead to cervical cancer elimination in Vietnam, India, and Nigeria, but not in Uganda. Compared with no vaccination, strategies that involved vaccinating girls aged 9-14 years with two doses were predicted to be the most efficient and cost-effective in all four LMICs. NNV ranged from 78 to 381 and ICER ranged from $28 per DALY averted to $1406 per DALY averted depending on the country. The most efficient and cost-effective strategies were routine vaccination of girls aged 14 years, with or without a later switch to routine vaccination of girls aged 9 years, and routine vaccination of girls aged 9 years with a 5-year extended interval between doses and a catch-up programme at age 14 years. Vaccinating boys (aged 9-14 years) or women aged 18 years or older resulted in substantially higher NNVs and ICERs.
interpretationWe identified two strategies that could maximise efforts to prevent cervical cancer in LMICs given constraints on vaccine supplies and costs and that would allow a maximum of LMICs to introduce HPV vaccination.
fundingWorld Health Organization, Canadian Institute of Health Research, Fonds de recherche du Québec-Santé, Compute Canada, PATH, and The Bill & Melinda Gates Foundation. TRANSLATIONS: For the French and Spanish translations of the abstract see Supplementary Materials section.
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