Evidence map›Paper›PMID 32535615›Full record

ArticleOncogene2020

Integrative multi-omics analysis of a colon cancer cell line with heterogeneous Wnt activity revealed RUNX2 as an epigenetic regulator of EMT.

Hongyang Yi, Guipeng Li, Yongkang Long, Weizheng Liang, Huanhuan Cui, Bin Zhang, Ying Tan, Yunfei Li, Luochen Shen, Daqi Deng and 8 more

Abstract read
PubMed Publisher
In one paragraph

Article in Oncogene, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
2.8field-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.

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

37 citing papers in PubMed, 52 citations in OpenAlex.

  1. Article
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  4. Reactivation of the silencedProceedings of the National Academy of Sciences of the United States of America · 2026
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  9. RUNX2 cooperates with SREBP1 to rewire cancer metabolism and promote aggressiveness.Journal of experimental & clinical cancer research : CR · 2025
    Article
  10. Evolutionary conservation and cancer implications of the WNT signaling pathway.Medical oncology (Northwood, London, England) · 2025
    Review
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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

18 authors at 3 institutions in 2 countries.

Hongyang Yi *Harbin Institute of Technology, Harbin, China.
Guipeng Li *Department of Biology, Southern University of Science and Technology, Shenzhen, China.ORCID http://orcid.org/0000-0002-3244-5499
Yongkang LongDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.ORCID http://orcid.org/0000-0003-0953-7325
Weizheng LiangHarbin Institute of Technology, Harbin, China.
Huanhuan CuiDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Bin ZhangCancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore.
Ying TanDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Yunfei LiDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Luochen ShenDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Daqi DengDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Yisen TangDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Chenyu MaoDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Shuye TianDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Yunting CaiDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Qionghua ZhuDepartment of Biology, Southern University of Science and Technology, Shenzhen, China.
Yuhui HuDepartment of Biology, Southern University of Science and Technology, Shenzhen, China. huyh@sustech.edu.cn.ORCID http://orcid.org/0000-0002-5210-5301
Wei ChenDepartment of Biology, Southern University of Science and Technology, Shenzhen, China. chenw@sustech.edu.cn.ORCID http://orcid.org/0000-0003-3263-1627
Liang FangDepartment of Biology, Southern University of Science and Technology, Shenzhen, China. fangl@sustech.edu.cn.ORCID http://orcid.org/0000-0003-4502-1756
Southern University of Science and Technology · CNHarbin Institute of Technology · CNNational University of Singapore · SG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Epithelial-mesenchymal transition (EMT) program, which facilitates tumor metastasis, stemness and therapy resistance, is a reversible biological process that is largely orchestrated at the epigenetic level under the regulation of different cell signaling pathways. EMT state is often heterogeneous within individual tumors, though the epigenetic drivers underlying such heterogeneity remain elusive. In colon cancer, hyperactivation of the Wnt/β-catenin signaling not only drives tumor initiation, but also promotes metastasis in late stage by promoting EMT program. However, it is unknown whether the intratumorally heterogeneous Wnt activity could directly drive EMT heterogeneity, and, if so, what are the underlying epigenetic driver(s). Here, by analyzing a phenotypically and molecularly heterogeneous colon cancer cell line using single-cell RNA sequencing, we identified two distinct cell populations with positively correlated Wnt activity and EMT state. Integrative multi-omics analysis of these two cell populations revealed RUNX2 as a critical transcription factor epigenetically driving the EMT heterogeneity. Both in vitro and in vivo genetic perturbation assays validated the EMT-enhancing effect of RUNX2, which remodeled chromatin landscape and activated a panel of EMT-associated genes through binding to their promoters and/or potential enhancers. Finally, by exploring the clinical data, we showed that RUNX2 expression is positively correlated with metastasis development and poor survival of colon cancer patients, as well as patients afflicted with other types of cancer. Taken together, our work revealed RUNX2 as a new EMT-promoting epigenetic regulator in colon cancer, which may potentially serve as a prognostic marker for tumor metastasis.

Indexed as

Animalsbeta CateninCaco-2 CellsCell Line, TumorColonic NeoplasmsCore Binding Factor Alpha 1 SubunitEpigenomicsEpithelial-Mesenchymal TransitionFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHCT116 CellsHEK293 CellsHeLa CellsHeterograftsHumansbeta CateninCore Binding Factor Alpha 1 SubunitCTNNB1 protein, humanRUNX2 protein, human

Identifiers

PMID32535615
OpenAlexW3034246592

What OpenQuestion holds

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Read underepoch 390

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 OpenQuestion graph.