Evidence map›Paper›PMID 41194971›Full record

ArticleJournal of cell communication and signaling2025

Risk model of liquid-liquid phase separation-related genes reveals the prognosis and tumor microenvironment characteristics of colorectal cancer.

Hui Liu, Ziwen Chen, Jie Hao, Ziyi Dong, Yaoyang Guo, Minghan Qiu, Xipeng Zhang, Ming Gao, Haiyang Zhang, Mingqing Zhang

Abstract read
In one paragraph

Article in Journal of cell communication and signaling, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

Hui LiuTianjin Institute of Coloproctology Tianjin Union Medical Center The First Affiliated Hospital of Nankai University Nankai University Tianjin China.
Ziwen ChenKey Laboratory of Cancer Prevention and Therapy Tianjin Medical University Cancer Institute and Hospital National Clinical Research Center for Cancer Tianjin's Clinical Research Center for Cancer Tianjin China.
Jie HaoTianjin Institute of Coloproctology Tianjin Union Medical Center The First Affiliated Hospital of Nankai University Nankai University Tianjin China.
Ziyi DongKey Laboratory of Cancer Prevention and Therapy Tianjin Medical University Cancer Institute and Hospital National Clinical Research Center for Cancer Tianjin's Clinical Research Center for Cancer Tianjin China.
Yaoyang GuoKey Laboratory of Cancer Prevention and Therapy Tianjin Medical University Cancer Institute and Hospital National Clinical Research Center for Cancer Tianjin's Clinical Research Center for Cancer Tianjin China.
Minghan QiuTianjin Institute of Coloproctology Tianjin Union Medical Center The First Affiliated Hospital of Nankai University Nankai University Tianjin China.
Xipeng ZhangTianjin Institute of Coloproctology Tianjin Union Medical Center The First Affiliated Hospital of Nankai University Nankai University Tianjin China.
Ming GaoTianjin Institute of Coloproctology Tianjin Union Medical Center The First Affiliated Hospital of Nankai University Nankai University Tianjin China.
Haiyang ZhangTianjin Institute of Coloproctology Tianjin Union Medical Center The First Affiliated Hospital of Nankai University Nankai University Tianjin China.ORCID https://orcid.org/0000-0002-9561-3920
Mingqing ZhangTianjin Institute of Coloproctology Tianjin Union Medical Center The First Affiliated Hospital of Nankai University Nankai University Tianjin China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Colorectal cancer (CRC) progression involves liquid-liquid phase separation (LLPS), but its prognostic significance remains unexplored. Using The Cancer Genome Atlas transcriptomic data, we developed an LLPS-based risk model that outperformed traditional clustering methods. High-risk patients exhibited worse outcomes, correlating with higher tumor mutational burden and reduced natural killer/T-cell infiltration, yet increased predicted response to immune checkpoint blockade. Drug sensitivity analysis suggested therapeutic efficacy of Entinostat and 5-fluorouracil in this subgroup. Five pivotal genes (ASXL1, DDX21, HNRNPA1L2, TACC3, and TRIM28) were identified as LLPS-driven regulators of CRC progression, mechanistically linking phase separation to epigenetic dysregulation, aberrant RNA splicing, and metabolic reprogramming. Our study provides the first LLPS-associated prognostic framework for CRC, offering both a risk stratification tool and actionable therapeutic insights. The findings highlight LLPS as a critical molecular organizer in CRC pathogenesis and a potential target for precision oncology approaches.

Indexed as

colorectal cancerdrug sensitivityimmune infiltrationliquid–liquid phase separationprognostic model

Identifiers

PMID41194971
PMCPMC12582976

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.