Estimating the age distribution of disease-causal HPV infection in women with high-grade cervical intraepithelial neoplasia in Denmark, Estonia, Norway, Slovenia, and Sweden: A modeling study

The age distribution of disease-causal human papillomavirus (HPV) infections that lead to high-grade cervical intraepithelial neoplasia (CIN2+) is not well understood in Europe. The objective of this study was to estimate the age at acquisition of disease-causal HPV infection in women diagnosed with CIN2+ in Denmark, Estonia, Norway, Slovenia, and Sweden. A previously published discrete event simulation model was modified to estimate the age of disease-causal HPV infection for females diagnosed with CIN2+ by comparing predicted and observed age distributions of CIN2+ diagnoses using a chi-square goodness-of-fit test. Scenario and sensitivity analyses were also performed. The predicted median age (years) of disease-causal HPV infection was 23.69 in Denmark, 26.73 (narrow case definition for CIN2+ diagnosis) and 28.34 (broad definition) in Estonia, 29.32 in Norway, 32.03 in Slovenia, and 26.33 in Sweden. The percentage of women aged over 26 and 45 years with a predicted causal HPV infection was 42.7%/8.1% (26/45 years) in Denmark, 52.8%/9.0% (narrow definition) and 57.9%/12.7% (broad definition) in Estonia, 64.7%/11.9% in Norway, 72.3%/21.4% in Slovenia, and 51.2%/9.4% in Sweden. Model results were robust to variations in inputs and parametrization tested in scenario and sensitivity analyses. A considerable proportion (42.7-72.3%) of causal HPV infections are projected to occur in women over age 26, while 8.1%-21.4% are projected to occur in women over the age of 45. These findings highlight a need to consider HPV vaccination for previously unvaccinated women to reduce the burden of CIN2+ and cervical cancer.

Authors

Institutions

Publication Details

Journal
Human Vaccines & Immunotherapeutics
Published
2026-04-22
DOI
https://doi.org/10.1080/21645515.2026.2651503
Primary Topic
Cervical Cancer and HPV Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Estimating the age distribution of disease-causal HPV infection in women with high-grade cervical intraepithelial neoplasia in Denmark, Estonia, Norway, Slovenia, and Sweden: A modeling study

Xuedan You, Gargi Baluni, Ugne Sabale, Alhaji Cherif et al.
Human Vaccines & Immunotherapeutics
Cervical Cancer and HPV Research
article

Estimating the age distribution of disease-causal HPV infection in women with high-grade cervical intraepithelial neoplasia in Denmark, Estonia, Norway, Slovenia, and Sweden: A modeling study

Xuedan You, Gargi Baluni, Ugne Sabale, Alhaji Cherif, Andrea Marcellusi, Stefano Valente, J.R. Cook, Manisha Yadav, Marta del Pino
article en

Abstract

The age distribution of disease-causal human papillomavirus (HPV) infections that lead to high-grade cervical intraepithelial neoplasia (CIN2+) is not well understood in Europe. The objective of this study was to estimate the age at acquisition of disease-causal HPV infection in women diagnosed with CIN2+ in Denmark, Estonia, Norway, Slovenia, and Sweden. A previously published discrete event simulation model was modified to estimate the age of disease-causal HPV infection for females diagnosed with CIN2+ by comparing predicted and observed age distributions of CIN2+ diagnoses using a chi-square goodness-of-fit test. Scenario and sensitivity analyses were also performed. The predicted median age (years) of disease-causal HPV infection was 23.69 in Denmark, 26.73 (narrow case definition for CIN2+ diagnosis) and 28.34 (broad definition) in Estonia, 29.32 in Norway, 32.03 in Slovenia, and 26.33 in Sweden. The percentage of women aged over 26 and 45 years with a predicted causal HPV infection was 42.7%/8.1% (26/45 years) in Denmark, 52.8%/9.0% (narrow definition) and 57.9%/12.7% (broad definition) in Estonia, 64.7%/11.9% in Norway, 72.3%/21.4% in Slovenia, and 51.2%/9.4% in Sweden. Model results were robust to variations in inputs and parametrization tested in scenario and sensitivity analyses. A considerable proportion (42.7-72.3%) of causal HPV infections are projected to occur in women over age 26, while 8.1%-21.4% are projected to occur in women over the age of 45. These findings highlight a need to consider HPV vaccination for previously unvaccinated women to reduce the burden of CIN2+ and cervical cancer.

Human Vaccines & ImmunotherapeuticsVol. 22(1)
Merck & Co., Inc., Rahway, NJ, USA (United States) (US), Center for Global Development (US), University of Milan (IT), Synaptic Research (United States) (US), Health Economics and Outcomes Research (United Kingdom) (GB), Consorci Institut D'Investigacions Biomediques August Pi I Sunyer (ES)
Good health and well-being
Openalex Percentile: Top 17%
Cervical Cancer and HPV Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.