Evidence map›Paper›PMID 35921406›Full record

ArticleScience advances2022

Phenotypic heterogeneity driven by plasticity of the intermediate EMT state governs disease progression and metastasis in breast cancer.

Meredith S Brown, Behnaz Abdollahi, Owen M Wilkins, Hanxu Lu, Priyanka Chakraborty, Nevena B Ognjenovic, Kristen E Muller, Mohit Kumar Jolly, Brock C Christensen, Saeed Hassanpour and 1 more

Abstract read
In one paragraph

Article in Science advances, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 76 papers.

0numbers the graph read from it
0cells of the map it votes in
76citing 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

76 citing papers in PubMed.

  1. Article
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  9. LMO2 Regulates Epithelial-Mesenchymal Plasticity of Mammary Epithelial Cells.Journal of mammary gland biology and neoplasia · 2026
    Article
  10. Article
  11. Article
  12. Review
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  18. Collective migration modes in development, tissue repair and cancer.Nature reviews. Molecular cell biology · 2025
    Review
  19. Article
  20. Review

16 more citing papers are in PubMed but not listed here.

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

11 authors.

Meredith S BrownDepartment of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA.ORCID 0000-0002-1368-112X
Behnaz AbdollahiDepartment of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA.ORCID 0000-0001-8298-7555
Owen M WilkinsDepartment of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA.ORCID 0000-0002-0882-9484
Hanxu LuDepartment of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA.
Priyanka ChakrabortyCentre for BioSystems Science and Engineering, Indian Institute of Science, Bengaluru 560012, India.
Nevena B OgnjenovicDepartment of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA.
Kristen E MullerDepartment of Pathology, Dartmouth-Hitchcock Medical Center, Lebanon, NH 03756, USA.ORCID 0000-0003-3166-4523
Mohit Kumar JollyCentre for BioSystems Science and Engineering, Indian Institute of Science, Bengaluru 560012, India.ORCID 0000-0002-6631-2109
Brock C ChristensenDepartment of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA.ORCID 0000-0003-3022-426X
Saeed HassanpourDepartment of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA.ORCID 0000-0001-9460-6414
Diwakar R PattabiramanDepartment of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA.ORCID 0000-0002-2418-6458

Funding

Translational Engineering in Cancer (TEC)P30CA023108 · NCI · DARTMOUTH COLLEGE · PI Fred W Kolling IV · 1985 to 2026
$91.3M
Zhao - Proj 2P20GM130454 · NIGMS · DARTMOUTH COLLEGE · PI Li Song · 2019 to 2026
$27.2M
Relation Between In-utero Vitamin D and Immune Function in Early Childhood P20GM104416 · NIGMS · DARTMOUTH COLLEGE · PI KARAGAS, MARGARET RITA · 2013 to 2022
$23.7M
Uncovering the basis and implications of lineage plasticity in breast cancerR01CA267691 · NCI · MEDICAL COLLEGE OF WISCONSIN · PI Todd W. Miller · 2022 to 2026
$1.8M
Exploiting the epithelial-to-mesenchymal transition for the differentiation of cancer stem cellsR00CA201574 · NCI · DARTMOUTH COLLEGE · PI PATTABIRAMAN, DIWAKAR R · 2018 to 2020
$686k
NCI NIH HHS P30 CA023108NCI NIH HHS R00 CA201574NCI NIH HHS R01 CA267691NIGMS NIH HHS P20 GM104416NIGMS NIH HHS P20 GM130454
6 · The paper itself

Abstract

The epithelial-to-mesenchymal transition (EMT) is frequently co-opted by cancer cells to enhance migratory and invasive cell traits. It is a key contributor to heterogeneity, chemoresistance, and metastasis in many carcinoma types, where the intermediate EMT state plays a critical tumor-initiating role. We isolate multiple distinct single-cell clones from the SUM149PT human breast cell line spanning the EMT spectrum having diverse migratory, tumor-initiating, and metastatic qualities, including three unique intermediates. Using a multiomics approach, we identify CBFβ as a key regulator of metastatic ability in the intermediate state. To quantify epithelial-mesenchymal heterogeneity within tumors, we develop an advanced multiplexed immunostaining approach using SUM149-derived orthotopic tumors and find that the EMT state and epithelial-mesenchymal heterogeneity are predictive of overall survival in a cohort of stage III breast cancer. Our model reveals previously unidentified insights into the complex EMT spectrum and its regulatory networks, as well as the contributions of epithelial-mesenchymal plasticity (EMP) in tumor heterogeneity in breast cancer.

Indexed as

Breast NeoplasmsCell Line, TumorDisease ProgressionEpithelial-Mesenchymal TransitionFemaleHumansNeoplasm Metastasis

Identifiers

PMID35921406
PMCPMC9348802

What OpenQuestion holds

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LicenceCC BY-NC
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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.