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Record W3086193391 · doi:10.1101/2020.09.15.291765

Antitumor immunity in dMMR colorectal cancers requires interferon-induced CCL5 and CXCL10

2020· preprint· en· W3086193391 on OpenAlexafffund
Courtney Mowat, Shayla R. Mosley, Afshin Namdar, Daniel Schiller, Kristi Baker

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2020
Typepreprint
Languageen
FieldMedicine
TopicCancer Immunotherapy and Biomarkers
Canadian institutionsRoyal Alexandra HospitalUniversity of Alberta
FundersNatural Sciences and Engineering Research Council of CanadaCanadian Institutes of Health ResearchCancer Research Society
KeywordsCCL5Cancer researchImmune systemChemokineCXCL10Immune checkpointImmunogenicityColorectal cancerBiologyImmunotherapyImmunologyT cellCancerIL-2 receptor

Abstract

fetched live from OpenAlex

Summary Colorectal cancers (CRCs) deficient in DNA mismatch repair (dMMR) are heavily infiltrated by CD8+ tumor infiltrating lymphocytes (TILs) and are associated with a better prognosis than the majority of CRCs. The immunogenicity of dMMR CRCs is commonly attributed to abundant neoantigen generation due to their extreme genomic instability. However, lack of neoantigenic overlap between these and other CRCs necessitates study of antigen-independent mechanisms of immune activation by dMMR CRCs in order identify therapeutic strategies for treating MMR proficient CRCs. We show here using organoid cocultures and orthotopic models that a critical component of dMMR CRC’s immunogenicity is the activation and recruitment of systemic CD8+ T cells into the tumor epithelium by overexpression of the chemokines CCL5 and CXCL10. This is dependent on endogenous activation of the cGAS/STING and IFN signaling pathways by the damaged DNA in dMMR CRCs. These signaling pathways remain sensitive to exogenous stimulation in other CRCs, identifying an attractive therapeutic avenue for increasing TIL infiltration into normally immune resistant CRC subtypes. We have thus identified a key neoantigen-independent mechanism that underlies the ability for dMMR CRCs to recruit TILs into the tumor epithelium. Given that TIL recruitment is a prerequisite for effective tumor killing either by the endogenous immune system or in the context of immunotherapies, treatments that activate IFN-induced chemokine-production by tumor cells promise to improve the prognosis of patients with many different CRC subsets. Statement of Significance A critical component of antitumor immunity in dMMR CRCs is their ability to recruit T cells into the tumor epithelium as a prerequisite to tumor cell killing. This occurs because their extensive genomic instability leads to endogenous activation of cGAS/STING and overexpression of CCL5 and CXCL10.

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 score0.001
Threshold uncertainty score0.004

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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.025
GPT teacher head0.259
Teacher spread0.234 · 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
Published2020
Admission routes2
Has abstractyes

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