Investigator

Ran Zhao

Research Scientist II · Tulane University, Tropical Medicine and Infectious Disease

RZRan Zhao
Papers(1)
State-level dispariti…
Collaborators(8)
Ruanne V BarnabasShalini KulasingamValeria GraciaCaleb W EasterlyFernando Alarid-Escud…Inge M. C. M. de KokKaren CanfellMarina Wolf
Institutions(6)
University Of Minneso…Massachusetts General…Stanford UniversityUniversity Of North C…Erasmus University Me…University of Sydney

Papers

State-level disparities in cervical cancer prevention and outcomes in the United States: a modeling study

Abstract Background Despite human papillomavirus (HPV) vaccines’ availability for over a decade, coverage across the United States varies. Although some states have tried to increase HPV vaccination coverage, most model-based analyses focus on national impacts. We evaluated hypothetical changes in HPV vaccination coverage at the national and state levels for California, New York, and Texas using a mathematical model. Methods We developed a new mathematical model of HPV transmission and cervical cancer, creating national- and state-level models, incorporating country- and state-specific vaccination coverage and cervical cancer incidence and mortality. We quantified the national- and state-level impact of increasing HPV vaccination coverage to 80% by 2025 or 2030 on cervical cancer outcomes and the time to elimination defined as less than 4 per 100 000 women. Results Increasing vaccination coverage to 80% in Texas over 10 years could reduce cervical cancer incidence by 50.9% (95% credible interval [CrI] = 46.6%-56.1%) by 2100, from 1.58 (CrI = 1.19-2.09) to 0.78 (CrI = 0.57-1.02) per 100 000 women. Similarly, New York could see a 27.3% (CrI = 23.9%-31.5%) reduction from 1.43 (CrI = 0.93-2.07) to 1.04 (CrI = 0.66-1.53) per 100 000 women, and California a 24.4% (CrI = 20.0%-30.0%) reduction from 1.01 (CrI = 0.66-1.44) to 0.76 (CrI = 0.50-1.09) per 100 000 women. Achieving 80% coverage in 5 years will provide slightly larger and sooner reductions. If the vaccination coverage levels in 2019 continue, cervical cancer elimination could occur nationally by 2051 (CrI = 2034-2064), but state timelines may vary by decades. Conclusion Targeting an HPV vaccination coverage of 80% by 2030 will disproportionately benefit states with low coverage and higher cervical cancer incidence. Geographically focused analyses can better inform priorities.

9Works
1Papers
8Collaborators
Papillomavirus InfectionsUterine Cervical NeoplasmsEarly Detection of Cancer

Positions

2025–

Research Scientist II

Tulane University · Tropical Medicine and Infectious Disease

2022–

Researcher

University of Minnesota · School of Public Health