Evidence map›Paper›PMID 31329868›Full record

ArticleIntegrative biology : quantitative biosciences from nano to macro2019

NRF2 activates a partial epithelial-mesenchymal transition and is maximally present in a hybrid epithelial/mesenchymal phenotype.

Federico Bocci, Satyendra C Tripathi, Samuel A Vilchez Mercedes, Jason T George, Julian P Casabar, Pak Kin Wong, Samir M Hanash, Herbert Levine, José N Onuchic, Mohit Kumar Jolly

Open access · bronzeAbstract read
In one paragraph

Article in Integrative biology : quantitative biosciences from nano to macro, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 84 papers.

0numbers the graph read from it
0cells of the map it votes in
84citing papers in PubMed
10.1field-weighted citation impact, top 1% 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

84 citing papers in PubMed, 142 citations in OpenAlex.

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  13. Systems Biology of the Cancer Cell.Annual review of biomedical engineering · 2025
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  20. Cancer spreading patterns based on epithelial-mesenchymal plasticity.Frontiers in cell and developmental biology · 2024
    Article

24 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

10 authors at 4 institutions in 2 countries.

Federico BocciCenter for Theoretical Biological Physics, Rice University, Houston, TX, USA.
Satyendra C TripathiDepartment of Clinical Cancer Prevention, UT MD Anderson Cancer Center, Houston, TX, USA.
Samuel A Vilchez MercedesDepartment of Biomedical Engineering, The Pennsylvania State University, University Park, PA, USA.
Jason T GeorgeCenter for Theoretical Biological Physics, Rice University, Houston, TX, USA.
Julian P CasabarDepartment of Clinical Cancer Prevention, UT MD Anderson Cancer Center, Houston, TX, USA.
Pak Kin WongDepartment of Biomedical Engineering, The Pennsylvania State University, University Park, PA, USA.
Samir M HanashDepartment of Clinical Cancer Prevention, UT MD Anderson Cancer Center, Houston, TX, USA.
Herbert LevineCenter for Theoretical Biological Physics, Rice University, Houston, TX, USA.
José N OnuchicCenter for Theoretical Biological Physics, Rice University, Houston, TX, USA.
Mohit Kumar JollyCenter for Theoretical Biological Physics, Rice University, Houston, TX, USA.
Center for Theoretical Biological Physics · USThe University of Texas MD Anderson Cancer Center · USPennsylvania State University · USBaylor College of Medicine · US

Funding

Co-Evolution of the CD8+ T Cell Repertoire and AML In the Setting of ImmunotherapyF30CA213878 · NCI · RICE UNIVERSITY · PI GEORGE, JASON · 2017 to 2020
$174k
NCI NIH HHS F30 CA213878
6 · The paper itself

Abstract

The epithelial-mesenchymal transition (EMT) is a key process implicated in cancer metastasis and therapy resistance. Recent studies have emphasized that cells can undergo partial EMT to attain a hybrid epithelial/mesenchymal (E/M) phenotype - a cornerstone of tumour aggressiveness and poor prognosis. These cells can have enhanced tumour-initiation potential as compared to purely epithelial or mesenchymal ones and can integrate the properties of cell-cell adhesion and motility that facilitates collective cell migration leading to clusters of circulating tumour cells (CTCs) - the prevalent mode of metastasis. Thus, identifying the molecular players that can enable cells to maintain a hybrid E/M phenotype is crucial to curb the metastatic load. Using an integrated computational-experimental approach, we show that the transcription factor NRF2 can prevent a complete EMT and instead stabilize a hybrid E/M phenotype. Knockdown of NRF2 in hybrid E/M non-small cell lung cancer cells H1975 and bladder cancer cells RT4 destabilized a hybrid E/M phenotype and compromised the ability to collectively migrate to close a wound in vitro. Notably, while NRF2 knockout simultaneously downregulated E-cadherin and ZEB-1, overexpression of NRF2 enriched for a hybrid E/M phenotype by simultaneously upregulating both E-cadherin and ZEB-1 in individual RT4 cells. Further, we predict that NRF2 is maximally expressed in hybrid E/M phenotype(s) and demonstrate that this biphasic dynamic arises from the interconnections among NRF2 and the EMT regulatory circuit. Finally, clinical records from multiple datasets suggest a correlation between a hybrid E/M phenotype, high levels of NRF2 and its targets and poor survival, further strengthening the emerging notion that hybrid E/M phenotype(s) may occupy the 'metastatic sweet spot'.

Indexed as

Epithelial-Mesenchymal TransitionGene Expression Regulation, NeoplasticAntigens, CDCadherinsCarcinoma, Non-Small-Cell LungCell AdhesionCell Line, TumorCell MovementEpithelial CellsGene Knockdown TechniquesHumansKaplan-Meier EstimateLung NeoplasmsModels, TheoreticalNeoplasm MetastasisNeoplastic Cells, CirculatingAntigens, CDCadherinsCDH1 protein, humanNFE2L2 protein, humanNF-E2-Related Factor 2ZEB1 protein, humanZinc Finger E-box-Binding Homeobox 1

Identifiers

PMID31329868
PMCPMC6686740
OpenAlexW2963504961

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.