Evidence map›Paper›PMID 40952771›Full record

ReviewInternational journal of cancer2026

Epidemiological approaches to evaluate clinical unmasking of HPV-associated cervical lesions in the HPV vaccination era.

Joseph E Tota, Jaimie Z Shing, Jeffrey N Roberts, Elizabeth M Anderson, Alfred J Saah, Ariana Harari, Eduardo L Franco, Melvin Kohn, Susanne K Kjær

Abstract readReview
In one paragraph

Review in International journal of cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. How to evaluate and select cervical screening and triage tests in vaccinated populations.Journal of the National Cancer Institute. Monographs · 2026
    Article
  3. Article
  4. Review
  5. Article
  6. Review
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

9 authors.

Joseph E TotaMerck & Co., Inc., Rahway, New Jersey, USA.ORCID https://orcid.org/0009-0007-9630-260X
Jaimie Z ShingDivision of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA.
Jeffrey N RobertsMerck & Co., Inc., Rahway, New Jersey, USA.
Elizabeth M AndersonMerck & Co., Inc., Rahway, New Jersey, USA.ORCID https://orcid.org/0000-0002-1168-4773
Alfred J SaahMerck & Co., Inc., Rahway, New Jersey, USA.
Ariana HarariMerck & Co., Inc., Rahway, New Jersey, USA.
Eduardo L FrancoDivision of Cancer Epidemiology, McGill University, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0002-4409-8084
Melvin KohnMerck & Co., Inc., Rahway, New Jersey, USA.
Susanne K KjærVirus, Lifestyle, and Genes Unit, Danish Cancer Institute, Copenhagen, Denmark.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

HPV vaccination reduces the risk of developing HPV-attributable cancers, including cervical cancer. However, an attenuation of HPV vaccine impact after the implementation of HPV vaccination may occur through clinical unmasking. Clinical unmasking is a distinct and complex phenomenon that arises in the absence of clinical interventions necessary to treat disease caused by high-risk vaccine-preventable HPV types (mainly HPV16) allowing uninterrupted progression of non-vaccine preventable types that are frequently present as co-infections. Clinical unmasking is distinct from viral unmasking, which is a diagnostic assay artifact, and from HPV type replacement, a theorized biological phenomenon requiring competition between HPV types, which has not yet been documented. All three processes could manifest as an apparent increase in cervical precancer/cancer by non-HPV vaccine types, resulting in a lower-than-anticipated vaccine impact based on projections derived from type attribution studies. Here, we describe these concepts and epidemiological approaches to evaluate clinical unmasking in the post-vaccination era. We propose a historical and a contemporaneous approach, highlighting key considerations and illustrating the potential outcomes with hypothetical data. Both approaches would have a similar outcome and interpretation: an increased incidence of precancerous lesions (CIN2+) due to non-vaccine preventable types among vaccinated versus unvaccinated women (historically in the pre-vaccination era, or contemporaneously) in the long term being indicative of clinical unmasking. Protection afforded by HPV vaccines against high-grade cervical precancers, irrespective of type, remains considerable. However, carefully designed studies are needed to investigate the potential impact of clinical unmasking and its implications on vaccine effectiveness in the post-vaccination era.

Indexed as

Papillomavirus InfectionsPapillomavirus VaccinesUterine Cervical DysplasiaUterine Cervical NeoplasmsFemaleHumansPapillomaviridaePrecancerous ConditionsVaccinationPapillomavirus Vaccinescervical cancerclinical unmaskingHPVHPV vaccination

Identifiers

PMID40952771
PMCPMC12712365

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Registered trials

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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.