MétaCan
Menu
Back to cohort
Record W7117530585 · doi:10.1016/j.celrep.2025.116840

Inhibition of PAK2 in endothelial cells suppresses tumor angiogenesis and promotes immune sensitization through CXCL10

2025· article· en· W7117530585 on OpenAlexafffund
Jeanne Corriveau, Pascale Monot, Chantal Delisle, Marie-Anne Goyette, Yassine El Bakkouri, Trang Hoang, Jean‐François Côté, Jean‐Philippe Gratton

Bibliographic record

VenueCell Reports · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicAngiogenesis and VEGF in Cancer
Canadian institutionsInstitute for Research in Immunology and CancerMontreal Clinical Research InstituteUniversité de Montréal
FundersFonds de Recherche du Québec - SantéUniversité de MontréalInstitut de Recherche Clinique De MontréalLeukemia and Lymphoma Society of CanadaCanadian Institutes of Health ResearchCancer Research SocietyMerck
KeywordsAngiogenesisCXCL10ChemokineImmune systemEndothelial stem cellNeovascularizationKinaseCCL2

Abstract

fetched live from OpenAlex

Tumor angiogenesis is driven by pro-angiogenic factors and results in a disorganized tumor vasculature that limits effective perfusion and immune infiltration. The p21-activated kinase 2 (PAK2) regulates endothelial cell (EC) migration, an essential step in angiogenesis, yet its role in tumor angiogenesis remains ill-defined. Here, we show that endothelial-specific deletion of PAK2 in orthotopic tumor mouse models markedly reduces tumor size and angiogenesis. Additionally, loss of endothelial PAK2 normalizes the remaining tumor vasculature and promotes infiltration of dendritic and natural killer cells. Mechanistically, PAK2 regulates chemokine expression, notably CXCL10. PAK2 depletion enhances CXCL10 secretion from ECs, and CXCL10 expression is required for the inhibitory effects of PAK2 silencing on EC sprouting. Moreover, CXCL10 neutralization in mice reverses the vascular and immune changes induced by endothelial PAK2 deletion. Together, these findings identify endothelial PAK2 as a potential target to limit tumor angiogenesis and reprogram ECs to promote immune infiltration through CXCL10 signaling.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.230
Teacher spread0.224 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueCell ReportsSame topicAngiogenesis and VEGF in CancerFrench-language works237,207