MétaCan
Menu
Back to cohort
Record W3111047021 · doi:10.1158/2159-8290.cd-20-0652

MNK Inhibition Sensitizes <i>KRAS</i> -Mutant Colorectal Cancer to mTORC1 Inhibition by Reducing eIF4E Phosphorylation and c-MYC Expression

2020· article· en· W3111047021 on OpenAlexaff
John R. P. Knight, George Skalka, Nikola Vlahov, Kathryn A.F. Pennel, Ana Teodòsio, Georgios Kanellos, David M. Gay, Sebastian May-Wilson, Ewan M. Smith, Arafath K. Najumudeen, Kathryn Gilroy, Rachel A. Ridgway, Dustin J. Flanagan, Rachael C.L. Smith, Laura McDonald, Craig MacKay, Anne Cheasty, Kerri McArthur, Emma Stanway, Joshua D.G. Leach, René Jackstadt, Joseph A. Waldron, Andrew D. Campbell, Georgios Vlachogiannis, Nicola Valeri, Kevin M. Haigis, Nahum Sonenberg, Christopher G. Proud, Neil P. Jones, Martin E. Swarbrick, Heather J. McKinnon, William J. Faller, John Le Quesne, Joanne Edwards, Anne E. Willis, Martin Bushell, Owen J. Sansom

Bibliographic record

VenueCancer Discovery · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPI3K/AKT/mTOR signaling in cancer
Canadian institutionsMcGill University
FundersH2020 European Research CouncilBiotechnology and Biological Sciences Research CouncilWellcomeMedical Research CouncilCancer Research UKWellcome TrustPancreatic Cancer UK
KeywordsKRASmTORC1Cancer researchColorectal cancerMutantBiologyEIF4ECancerTranslation (biology)MutationPopulationPI3K/AKT/mTOR pathwaySignal transductionMessenger RNAGeneMedicineGenetics

Abstract

fetched live from OpenAlex

Abstract KRAS-mutant colorectal cancers are resistant to therapeutics, presenting a significant problem for ∼40% of cases. Rapalogs, which inhibit mTORC1 and thus protein synthesis, are significantly less potent in KRAS-mutant colorectal cancer. Using Kras-mutant mouse models and mouse- and patient-derived organoids, we demonstrate that KRAS with G12D mutation fundamentally rewires translation to increase both bulk and mRNA-specific translation initiation. This occurs via the MNK/eIF4E pathway culminating in sustained expression of c-MYC. By genetic and small-molecule targeting of this pathway, we acutely sensitize KRASG12D models to rapamycin via suppression of c-MYC. We show that 45% of colorectal cancers have high signaling through mTORC1 and the MNKs, with this signature correlating with a 3.5-year shorter cancer-specific survival in a subset of patients. This work provides a c-MYC–dependent cotargeting strategy with remarkable potency in multiple Kras-mutant mouse models and metastatic human organoids and identifies a patient population that may benefit from its clinical application. Significance: KRAS mutation and elevated c-MYC are widespread in many tumors but remain predominantly untargetable. We find that mutant KRAS modulates translation, culminating in increased expression of c-MYC. We describe an effective strategy targeting mTORC1 and MNK in KRAS-mutant mouse and human models, pathways that are also commonly co-upregulated in colorectal cancer. This article is highlighted in the In This Issue feature, p. 995

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
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 score0.031
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.247
Teacher spread0.238 · 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 teacher head, not a consensus.

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

Citations95
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueCancer DiscoverySame topicPI3K/AKT/mTOR signaling in cancerFrench-language works237,207