Evidence map›Paper›PMID 42779861›Full record

ArticlebioRxiv : the preprint server for biology2026

Multi-Modal Kinome Profiling Discovers Mesenchymal-Like Polarity Networks that Underly Directed Hepatocellular Carcinoma Cell Migration.

Thankhoe A Rants'o, Kathryn Woods, Paige Jensen, Katie A Walker, Alexandria M Chan, Kathleen M Maguire, Rebecca G Zitnay, Lotfa H Lovely, Jingshu Yang, Augustine Takyi and 4 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

14 authors.

Thankhoe A Rants'oDepartment of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.
Kathryn WoodsDepartment of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.
Paige JensenDepartment of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.
Katie A WalkerDepartment of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.
Alexandria M ChanDepartment of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.
Kathleen M MaguireDepartment of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.
Rebecca G ZitnayHuntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA.
Lotfa H LovelyDepartment of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.
Jingshu YangDepartment of Oncological Sciences, University of Utah, Salt Lake City, UT 84112, USA.
Augustine TakyiHuntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA.
Paul StewartHuntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA.ORCID 0000-0003-0882-308X
Kimberley EvasonHuntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA.
Robert L Judson-TorresHuntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA.
Martin GolkowskiDepartment of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.ORCID 0000-0002-0996-1655

Funding

UTAH REGIONAL CANCER CENTERP30CA042014 · NCI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Jared P Rutter · 1986 to 2026
$72.6M
Integrated mass spectrometry-based chemoproteomic and genomic technologies for studying dynamic kinase interactomesR35GM150766 · NIGMS · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Martin Golkowski · 2023 to 2026
$1.5M
NCI NIH HHS P30 CA042014NIGMS NIH HHS R35 GM150766
6 · The paper itself

Abstract

Metastasis and associated therapy resistance remain the principal drivers of cancer related death, and there is a pressing need for a deeper mechanistic understanding and anti-metastatic therapies. For patients that suffer from hepatocellular carcinomas (HCCs), which are the most common primary liver cancers, frequent systemic metastasis results in bleak 5-year survival prognoses of only 4%. To metastasize, carcinoma cells must acquire an invasive phenotype, which typically requires switching from an epithelial-like apical-basal polarity to the front-rear polarity of mesenchymal-like cells. Signaling cues that originate in the tumor microenvironment can activate cellular morphogenic programs that drive polarity switching, like the epithelial-mesenchymal transition (EMT). Protein kinases control most cell signaling pathways and are highly actionable drug targets; however, systematic studies determining the kinases that underly the epithelial-mesenchymal polarity switch (EMPS) are lacking. We developed an assay platform that integrates mass spectrometry (MS)-based kinome profiling, broadly capturing kinase network activity, with chemical genetic screening using selective kinase inhibitors and quantitative phase imaging (QPI), serving as the phenotypic readout. Applying this approach that we dubbed 'morphokin-MS', to epithelial-like HCC cell lines that we induced to undergo EMPS identified a conserved network of 12 kinases that contributed to HCC cell polarity switching and directed cell migration; MS-based kinome profiling of 17 HCC patient tumors showed that these kinase are frequently upregulated in human tumors. morphokin-MS also revealed that death associated protein kinase 3 (DAPK3) is one of the principal drivers of the EMPS and directed HCC cell migration. Thus, our mechanistic studies revealed that DAPK3 forms a complex with DAPK1 and filamin-A interacting protein 1-like (FILIP1L), which act as scaffold proteins that recruit DAPK3 to the centrosome. Pharmacological and genetic inhibition of the DAPK1-DAPK3-FILIP1L complex blocked centrosome repositioning and microtubule polarization toward the leading edge of mesenchymal-like HCC cells, directed cell migration, and invasion. Our morphokin-MS method and comprehensive kinome profiling data will serve as a valuable resource for the cancer research community; our discovery of an inducible mesenchymal-like DAPK1-DAPK3-FILIP1L polarity complex that controls centrosome positioning in motile HCC cells may lead to the development of novel therapeutics for combatting cancer metastasis.

Indexed as

cell polarityDAPK3epithelial-mesenchymal transitionFILIP1Lhepatocellular carcinomaMass spectrometryorganelle positioningprotein kinaseproteomics

Identifiers

PMID42779861
PMCPMC13596281

What OpenQuestion holds

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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.