Evaluating Risk-Stratified HPV Catch-up Vaccination Strategies: Should We Go beyond Age 26?

被引:8
|
作者
Wang, Fan [1 ]
Jozkowski, Kristen N. [2 ]
Zhang, Shengfan [3 ]
机构
[1] Walmart Inc, Bentonville, AR USA
[2] Indiana Univ, Sch Publ Hlth, Dept Appl Hlth Sci, Bloomington, IN USA
[3] Univ Arkansas, Dept Ind Engn, 4207 Bell Engn Ctr, Fayetteville, AR 72701 USA
基金
美国国家科学基金会;
关键词
human papillomavirus; vaccination; medical decision making; microsimulation; machine learning in health care; HUMAN-PAPILLOMAVIRUS INFECTION; COST-EFFECTIVENESS; UNITED-STATES; CANCER; PREVALENCE; FEMALES; BURDEN; MODEL; MEN;
D O I
10.1177/0272989X211042894
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background Human papillomavirus (HPV) is the most common sexually transmitted infection in the United States. HPV can cause genital warts and multiple types of cancers in females. HPV vaccination is recommended to youth age 11 or 12 years before sexual initiation to prevent onset of HPV-related diseases. For females who have not been vaccinated previously, catch-up vaccines are recommended through age 26. The extent to which catch-up vaccines are beneficial in terms of disease prevention and cost-effectiveness is questionable given that some women may have been exposed to HPV before receiving the catch-up vaccination. This study aims to examine whether the cutoff age of catch-up vaccination should be determined based on an individual woman's risk characteristic instead of a one-size-fits-all age 26. Methods We developed a microsimulation model to evaluate multiple clinical outcomes of HPV vaccination for different women based on a number of personal attributes. We modeled the impact of HPV vaccination at different ages on every woman and tracked her course of life to estimate the clinical outcomes that resulted from receiving vaccines. As the simulation model is risk stratified, we used extreme gradient boosting to build an HPV risk model estimating every woman's dynamic HPV risk over time for the lifetime simulation model. Results Our study shows that catch-up vaccines still benefit all women after age 26 from the perspective of clinical outcomes. Women facing high risk of HPV infection are expected to gain more health benefits compared with women with low HPV risk. Conclusions From a cancer prevention perspective, this study suggests that the catch-up vaccine after age 26 should be deliberately considered.
引用
收藏
页码:524 / 537
页数:14
相关论文
共 14 条
  • [1] HPV Awareness in Higher-Risk Young Women: The Need for a Targeted HPV Catch-Up Vaccination Program
    Ahken, Stephanie
    Fleming, Nathalie
    Dumont, Tania
    Black, Amanda
    JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA, 2015, 37 (02) : 122 - 128
  • [2] CATCHING UP WITH THE CATCH-UP: HPV VACCINATION COVERAGE DATA FOR AUSTRALIAN WOMEN AGED 18-26 YEARS FROM THE NATIONAL HPV VACCINATION PROGRAM REGISTER
    Brotherton, Julia
    Gertig, Dorota
    Chappell, Genevieve
    Rowlands, Lesley
    Saville, Marion
    COMMUNICABLE DISEASES INTELLIGENCE, 2011, 35 (02) : 197 - 201
  • [3] Impact of catch-up human papillomavirus vaccination on cervical cancer incidence in Kenya: A mathematical modeling evaluation of HPV vaccination strategies in the context of moderate HIV prevalence
    Liu, Gui
    Mugo, Nelly R.
    Bayer, Cara
    Rao, Darcy White
    Onono, Maricianah
    Mgodi, Nyaradzo M.
    Chirenje, Zvavahera M.
    Njoroge, Betty W.
    Tan, Nicholas
    Bukusi, Elizabeth A.
    Barnabas, Ruanne, V
    ECLINICALMEDICINE, 2022, 45
  • [4] Meningococcal Vaccination in High-Risk Patients: A Systematic Approach to Evaluating Coverage and Patient Catch-Up Through Healthcare Databases
    Ruiz-Montero, Rafael
    Serrano-Ortiz, Alvaro
    Rivera-Izquierdo, Mario
    Galvache Murillo-Rico, Piedad
    Moniz-Diez, Ana
    Onieva-Garcia, Maria angeles
    Girela-Lopez, Eloy
    Salcedo-Leal, Inmaculada
    VACCINES, 2025, 13 (03)
  • [5] Factors Associated with College Students' Human Papillomavirus (HPV) Vaccination and Preferred Strategies for Catch-Up Vaccine Promotion: A Mixed-Methods Study
    Jin, Seok Won
    Lee, Yeonggeul
    Lee, Sohye
    Jin, Haeun
    Brandt, Heather M.
    VACCINES, 2023, 11 (06)
  • [6] Highest Vaccine Uptake after School-Based Delivery - A County-Level Evaluation of the Implementation Strategies for HPV Catch-Up Vaccination in Sweden
    Rehn, Moa
    Uhnoo, Ingrid
    Kuhlmann-Berenzon, Sharon
    Wallensten, Anders
    Sparen, Par
    Netterlid, Eva
    PLOS ONE, 2016, 11 (03):
  • [7] Serum and cervicovaginal IgG immune responses against α7 and α9 HPV in non-vaccinated women at risk for cervical cancer: Implication for catch-up prophylactic HPV vaccination
    Bouassa, Ralph-Sydney Mboumba
    Pere, Helene
    Gubavu, Camelia
    Prazuck, Thierry
    Jenabian, Mohammad-Ali
    Veyer, David
    Meye, Jean-Francois
    Touze, Antoine
    Belec, Laurent
    PLOS ONE, 2020, 15 (05):
  • [8] Impact of HPV Catch-Up Vaccination on High-Grade Cervical Lesions (CIN2+) Among Women Aged 26-30 in Northern Norway
    Jorgensen, Amanda Sorensen
    Simonsen, Gunnar Skov
    Sorbye, Sveinung Wergeland
    VACCINES, 2025, 13 (01)
  • [9] Public health impact and cost-effectiveness of catch-up 9-valent HPV vaccination of individuals through age 45 years in the United States
    Daniels, Vincent
    Prabhu, Vimalanand S.
    Palmer, Cody
    Samant, Salome
    Kothari, Smita
    Roberts, Craig
    Elbasha, Elamin
    HUMAN VACCINES & IMMUNOTHERAPEUTICS, 2021, 17 (07) : 1943 - 1951
  • [10] Effectiveness of bivalent HPV vaccination against genital HPV DNA-positivity of a catch-up campaign at age 13-16 years compared to routine vaccination at age 12 years: a biennial repeated cross-sectional study
    Kusters, Johannes M. A.
    van der Loeff, Maarten F. Schim
    van Benthem, Birgit H. B.
    King, Audrey J.
    de Melker, Hester E.
    Heijman, Titia
    Heijne, Janneke C. M.
    BMC MEDICINE, 2024, 22 (01):