Evidence map›Paper›PMID 41611996›Full record

ArticleArchives of gynecology and obstetrics2026

Risk factors and predictive modeling for occult endometrial cancer in women with atypical hyperplasia: a retrospective study.

Keren Wolff, Dina Gumin, Raneen Abu Shqara, Avishalom Sharon, Inshirah Sgayer, Lior Lowenstein, Ala Aiob

Abstract read
In one paragraph

Article in Archives of gynecology and obstetrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Keren WolffAzrieli Faculty of Medicine, Bar Ilan University, Safed, Israel.
Dina GuminDepartment of Obstetrics and Gynecology, Galilee Medical Center, 89 Nahariya-Cabri, Nahariya, Israel.
Raneen Abu ShqaraAzrieli Faculty of Medicine, Bar Ilan University, Safed, Israel.
Avishalom SharonAzrieli Faculty of Medicine, Bar Ilan University, Safed, Israel.
Inshirah SgayerAzrieli Faculty of Medicine, Bar Ilan University, Safed, Israel.
Lior LowensteinAzrieli Faculty of Medicine, Bar Ilan University, Safed, Israel.
Ala AiobAzrieli Faculty of Medicine, Bar Ilan University, Safed, Israel. Ala.aiob@gmail.com.ORCID 0000-0003-2169-2977

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeAtypical endometrial hyperplasia (AEH) is a known precursor to endometrioid endometrial carcinoma. However, occult carcinoma may already be present at diagnosis, complicating surgical planning. Accurate preoperative risk stratification is crucial, especially for guiding the selective use of sentinel lymph node biopsy. This study aimed to identify predictors of occult carcinoma and develop a model to estimate the risk of malignancy.

methodsWe conducted a retrospective case-control study of 101 women diagnosed with AEH who underwent hysterectomy between 2010 and 2024 at Galilee Medical Center. Clinical, metabolic, and imaging data were extracted. Patients were stratified based on the final pathology into two groups: those with occult carcinoma and those with AEH only. Multivariable logistic regression was employed to identify independent predictors and construct a predictive model.

resultsOccult endometrial carcinoma was identified in 37 women (36.6%). Women with occult endometrial carcinoma were older and more likely to present with postmenopausal bleeding. Occult carcinoma was more frequently detected after Pipelle biopsy than after hysteroscopy or dilation and curettage (43.2% vs. 17.2%). In multivariable analysis, Pipelle biopsy (OR 4.68), hyperlipidemia (OR 5.86), obesity (OR 2.97), and increasing age (OR 1.07 per year) were independently associated with occult carcinoma. A predictive model estimated individual risk ranging from 5.6% to 95.0% according to accumulation of risk factors.

conclusionOlder age, biopsy method, obesity, hyperlipidemia, and bleeding presentation are independently associated with an occult endometrial carcinoma in women with atypical endometrial hyperplasia. The proposed model may support preoperative risk stratification and counseling, but it requires external validation before clinical use, including decisions regarding sentinel lymph node biopsy.

Indexed as

Endometrial HyperplasiaEndometrial NeoplasmsAdultAgedAge FactorsBiopsyCase-Control StudiesFemaleHumansHyperlipidemiasHysterectomyLogistic ModelsMiddle AgedObesityRetrospective StudiesRisk AssessmentHyperlipidemiaOccult carcinomaPredictive modelSentinel lymph node biopsy

Identifiers

PMID41611996
PMCPMC12855440

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.