Evidence map›Paper›PMID 31606044›Full record

ArticleClinical epigenetics2019

Methylation estimates the risk of precancer in HPV-infected women with discrepant results between cytology and HPV16/18 genotyping.

Rubí Hernández-López, Attila T Lorincz, Leticia Torres-Ibarra, Caroline Reuter, Dorota Scibior-Bentkowska, Rhian Warman, Belinda Nedjai, Indira Mendiola-Pastrana, Leith León-Maldonado, Berenice Rivera-Paredez and 5 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Clinical epigenetics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02510027 (Molecular Triage in Cervical Cancer Prevention), which is not on this map. Cited by 28 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed, 1 pooled it
3.2field-weighted citation impact, top 8% of its field
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.

NCT02510027 unknown statusnot on this map

Molecular Triage in Cervical Cancer Prevention: The Tlaxcala Study

TypeobservationalSponsorInstituto Nacional de Salud Publica, MexicoRan2013Enrolled100,000ConditionsCervical Cancer, Intraepithelial NeoplasiaArmsHPV screening and triage tests
3 · Its place in the literature

Who cites it

28 citing papers in PubMed, 1 synthesis or guideline pooled it, 46 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. PAX1 and ZNF582 Methylation as a Triage Strategy in Cytologic and hrHPV+ Scrapings in Both Chinese and Dutch Cohorts.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
    Article
  5. Review
  6. Review
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Triage performance of PAX1Clinical epigenetics · 2024
    Article
  13. Article
  14. Review
  15. Article
  16. The Role of p16/Ki67 Dual Staining in Cervical Cancer Screening.Current issues in molecular biology · 2023
    Review
  17. Review
  18. Article
  19. Article
  20. Article
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

15 authors at 4 institutions in 2 countries.

Rubí Hernández-LópezCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, México.
Attila T LorinczWolfson Institute of Preventive Medicine, Centre for Cancer Prevention, Queen Mary University of London, London, UK. a.lorincz@qmul.ac.uk.ORCID 0000-0001-7617-4355
Leticia Torres-IbarraCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, México.
Caroline ReuterWolfson Institute of Preventive Medicine, Centre for Cancer Prevention, Queen Mary University of London, London, UK.
Dorota Scibior-BentkowskaWolfson Institute of Preventive Medicine, Centre for Cancer Prevention, Queen Mary University of London, London, UK.
Rhian WarmanWolfson Institute of Preventive Medicine, Centre for Cancer Prevention, Queen Mary University of London, London, UK.
Belinda NedjaiWolfson Institute of Preventive Medicine, Centre for Cancer Prevention, Queen Mary University of London, London, UK.
Indira Mendiola-PastranaCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, México.
Leith León-MaldonadoCentro de Investigación en Políticas, Población y Salud, Universidad Nacional Autónoma, Ciudad de México, México.
Berenice Rivera-ParedezCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, México.
Paula Ramírez-PalaciosUnidad de Investigación Epidemiológica y en Servicios de Salud, Delegación Morelos, Instituto Mexicano del Seguro Social, Cuernavaca, Morelos, México.
Eduardo Lazcano-PonceCentro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, México.
Jack CuzickWolfson Institute of Preventive Medicine, Centre for Cancer Prevention, Queen Mary University of London, London, UK.
Jorge SalmerónCentro de Investigación en Políticas, Población y Salud, Universidad Nacional Autónoma, Ciudad de México, México.
FRIDA Study Group
Queen Mary University of London · GBInstituto Nacional de Salud Pública · MXMexican Social Security Institute · MXUniversidad Nacional Autónoma de México · MX

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Scott Kopetz · 1985 to 2026
$290.8M
Cancer Research UK 21070Cancer Research UK 27046Cancer Research UK C569/A10404NCI NIH HHS P30 CA016672
6 · The paper itself

Abstract

backgroundVigilant management of women with high-risk human papillomavirus (hrHPV) is necessary in cancer screening programs. To this end, we evaluated the performance of S5 (targeting DNA methylation in HPV16, HPV18, HPV31, HPV33, and human gene EPB41L3) to predict cervical intraepithelial neoplasia grade 2 or higher (CIN2+) in a sample of hrHPV-infected women referred to colposcopy in the FRIDA Study, a large screening trial in Mexico. A nested case-control sample with women referred to colposcopy either by atypical squamous cells of undetermined significance or higher (ASCUS+) in cytology and/or positive for HPV types 16 or 18 was tested by S5. Seventy-nine cases of CIN2+ were age-matched to 237 controls without a diagnosis of CIN2+ (<CIN2). DNA from exfoliated cervical cells was bisulfite converted and PCR amplified for S5 targets, and methylation was quantified at specific cytosines by pyrosequencing.

resultsThe S5 classifier separated women with CIN2+ from <CIN2 with a highly significant area under the curve (AUC) of 0.75 (95% CI 0.69-0.82), while AUC for CIN3+ was 0.81 (95% CI 0.74-0.89). To optimize sensitivity and specificity for Mexico, an alternative S5 cutoff of 3.7 was implemented to account for overall higher methylation seen in our already triaged women. All three invasive cancers were detected by methylation or HPV16/18 but none by cytology. Sensitivity of S5 for CIN2+ was 62% (95% CI 50.4-72.7%), specificity was 73% (95% CI 66.9-78.5%), and adjusted PPV was 15.1% (95% CI 12.0-18.3%). In contrast, the crude sensitivity of HPV16/18 detection and cytology were 63.3% (95% CI 51.7-73.9%) and 57.0% (95% CI 45.3-68.1%) respectively; specificity was 29.1% (95% CI 23.4-35.3%) and 62.4% (95% CI 55.9-68.6%) respectively, while adjusted PPV was 6.4% (95% CI 4.9-8.1%) and 10.5% (95% CI 8.0-13.1%), respectively. Methylation testing could reduce colposcopy referrals by 30 to 50% with virtually no loss of sensitivity for CIN2+ and CIN3+.

conclusionsS5 testing on hrHPV-positive women significantly increased diagnostic information compared to triage by HPV16/18 plus cytology and appears to have clinical utility as an additional test to substantially lessen burdens on colposcopy.

trial registrationThe FRIDA Study is registered in ClinicalTrials.gov , number NCT02510027.

Indexed as

DNA MethylationAdultArea Under CurveCase-Control StudiesClinical Trials as TopicColposcopyDNA, ViralEarly Detection of CancerEpigenesis, GeneticFemaleGenotypeHuman papillomavirus 16Human papillomavirus 18HumansMexicoMicrofilament ProteinsDNA, ViralEPB41L3 protein, humanMicrofilament ProteinsCervical cancerCervical intraepithelial neoplasiaDNA methylationEPB41L3Human papillomavirusS5 classifierTriage

Identifiers

PMID31606044
PMCPMC6790057
OpenAlexW2979311555

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.