Artificial intelligence-driven high-content imaging decodes for NLRP7-mutant recurrent hydatidiform moles.

Jiayang Wan, Tianliang Li, Limeng Cai, Yating Zhao, Jianhua Qian

Abstract read

In one paragraph

Article in iScience, 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

5 authors.

Jiayang WanDepartment of Gynecology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.

Tianliang LiMaterials Genome Institute, Shanghai Engineering Research Center for Integrated Circuits and Advanced Display Materials, and Shanghai Engineering Research Center of Organ Repair, Shanghai University, Shanghai, China.

Limeng CaiDepartment of Gynecology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.

Yating ZhaoDepartment of Gynecology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.

Jianhua QianDepartment of Gynecology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recurrent hydatidiform moles (RHMs) are a gestational disorder primarily caused by maternal-effect loss-of-function mutations in NLRP7. This study established an

Indexed as

Biological sciencesMachine learningMethodology in biological sciences

Identifiers

PMID42006372

DOI10.1016/j.isci.2026.115479

PMCPMC13091066

What Socratic holds

Textmetadata

LicenceCC BY-NC-ND

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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 Socratic graph.