Evidence map›Paper›PMID 40212031›Full record

ArticleOpen forum infectious diseases2025

Estimating the Age of Disease-causal HPV Infection Based on the Natural History of CIN2+ Among Females in Canada.

A Cherif, X You, E Hillhouse, R C Stone, B Murphy, G Baluni, M Yadav, S Gotarkar, M Reuschenbach, Y T Chen and 3 more

Abstract read
In one paragraph

Article in Open forum infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Trial
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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

13 authors.

A CherifHealth Economic and Decision Sciences (HEDS), Merck & Co., Inc., Rahway, New Jersey, USA.
X YouOutcomes Research (OR), Merck & Co., Inc., Rahway, New Jersey, USA.
E HillhousePatient Access & Reimbursement Strategy, Merck Canada Inc., Kirkland, Quebec, Canada.
R C StoneMedical Affairs, Patient Access & Reimbursement Strategy, Merck Canada Inc., Kirkland, Quebec, Canada.
B MurphyMedical Affairs, Patient Access & Reimbursement Strategy, Merck Canada Inc., Kirkland, Quebec, Canada.
G BaluniEconomic Modeling, CHEORS, Chalfont, Pennsylvania, USA.
M YadavEconomic Modeling, CHEORS, Chalfont, Pennsylvania, USA.
S GotarkarEconomic Modeling, CHEORS, Chalfont, Pennsylvania, USA.
M ReuschenbachGlobal Medical Affairs, MSD Sharp & Dohme GmbH, Munich, Germany.
Y T ChenOutcomes Research (OR), Merck & Co., Inc., Rahway, New Jersey, USA.
J CookEconomic Modeling, CHEORS, Chalfont, Pennsylvania, USA.
C RobertsOutcomes Research (OR), Merck & Co., Inc., Rahway, New Jersey, USA.
E L FrancoDivision of Cancer Epidemiology, McGill University, Montreal, Quebec, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Although human papillomavirus (HPV) vaccination is approved for males and females up to 45 years of age in Canada, not all of the jurisdictions offer catch-up programs up to age 26. However, US-based modeling studies suggest a significant proportion of causal HPV infections leading to high-grade cervical intraepithelial neoplasia (CIN+) and cervical cancer occur in women older than age 26 years. To inform vaccination policies in Canada, this study estimated the age distribution of putatively causal HPV infections leading to CIN2+ based on the natural history. Methods: We modified an existing discrete event simulation model to estimate the age of causal HPV infection for females diagnosed with CIN2+. Simulated females (n = 1000) were tracked through 3 stages while undergoing screening: causal HPV infection, CIN2+ disease onset, and diagnosis. We identified the age distribution for causal infections that best fit the observed age distribution for CIN2+ diagnosis. Ten independent model runs were conducted to assess reproducibility. Results: The predicted median age at causal HPV infection and CIN2+ diagnosis in Canada was 24.9 (95% confidence interval, 24.3-26.1) and 29.8 years (95% confidence interval, 28.8-30.6), respectively. The model estimated that 84.1% and 47.1% of causal HPV infections occurred in women older than age 18 and 26 years, respectively. Results were stable across 10 model runs. Conclusions: The analysis indicates a substantial percentage of causal HPV infections for CIN2+ occur among women aged 26 years or older. Extending catch-up vaccination programs to women above age 26 years should be considered to prevent these infections and reduce HPV-related cervical diseases.

Indexed as

Canadacervical intraepithelial neoplasia (CIN)disease-causal infectionhuman papillomavirus (HPV)median age of causal infection

Identifiers

PMID40212031
PMCPMC11983386

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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.