Evidence map›Paper›PMID 42028006›Full record

ArticleiScience2026

Pan-cancer differentially methylated regions are promising biomarkers for non-invasive diagnosis in multiple cancers.

Zhixian Zhu, Yuanhui Sun, Xionghui Zhou, Guoliang Li

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

4 authors.

Zhixian ZhuNational Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China.
Yuanhui SunNational Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China.
Xionghui ZhouNational Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China.
Guoliang LiNational Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan 430070, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

DNA methylation is a well-established biomarker for cancer diagnosis, and most studies have focused on cancer-type-specific markers. However, methylation biomarkers applicable to multiple cancer types remain largely unexplored, posing a challenge for multi-cancer detection. Here, we identified pan-cancer differentially methylated regions (DMRs) by analyzing 197 whole-genome bisulfite sequencing datasets spanning 11 malignancies. Compared to cancer-type-specific DMRs, pan-cancer DMRs exhibited conserved methylation alterations across tumor types and significantly greater differential methylation in both tissue and cell-free DNA (cfDNA). A diagnostic model leveraging pan-cancer DMRs accurately detected seven cancer types in a plasma cfDNA dataset (

Indexed as

cancerdiagnosticsgenomics

Identifiers

PMID42028006
PMCPMC13101725

What Socratic holds

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LicenceCC BY-NC-ND
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 Socratic graph.