MétaCan
Menu
Back to cohort
Record W3199045487 · doi:10.1158/1541-7786.mcr-21-0009

Inflammation-Induced Metastatic Colonization of the Lung Is Facilitated by Hepatocyte Growth Factor-Secreting Monocyte-Derived Macrophages

2021· article· en· W3199045487 on OpenAlexafffund

Bibliographic record

VenueMolecular Cancer Research · 2021
Typearticle
Languageen
FieldMedicine
TopicLiver physiology and pathology
Canadian institutionsUniversité LavalHospital for Sick ChildrenUniversity of British Columbia
FundersCIHR Skin Research Training CentreCanadian Institutes of Health Research
KeywordsInflammationLungSecretionMetastasisMetastatic tumorCellTumor microenvironmentHepatocyte growth factor

Abstract

fetched live from OpenAlex

Abstract A rate-limiting step for circulating tumor cells to colonize distant organ sites is their ability to locate a microenvironmental niche that supports their survival and growth. This can be achieved by features intrinsic to the tumor cells and/or by the conditioning of a “premetastatic” niche. To determine if pulmonary inflammation promotes the latter, we initiated models for inflammatory asthma, hypersensitivity pneumonitis, or bleomycin-induced sterile inflammation before introducing tumor cells with low metastatic potential into the circulation. All types of inflammation increased the end-stage metastatic burden of the lungs 14 days after tumor cell inoculation without overtly affecting tumor extravasation. Instead, the number and size of early micrometastatic lesions found within the interstitial tissues 96 hours after tumor cell inoculation were increased in the inflamed lungs, coincident with increased tumor cell survival and the presence of nearby inflammation-induced monocyte-derived macrophages (MoDM; CD11b+CD11c+). Remarkably, the adoptive transfer of these MoDM was sufficient to increase lung metastasis in the absence of inflammation. These inflammation-induced MoDM secrete a number of growth factors and cytokines, one of which is hepatocyte growth factor (HGF), that augmented tumor cell survival under conditions of stress in vitro. Importantly, blocking HGF signaling with the cMET inhibitor capmatinib abolished inflammation-induced early micrometastatic lesion formation in vivo. These findings indicate that inflammation-induced MoDM and HGF in particular increase the efficiency of early metastatic colonization in the lung by locally preconditioning the microenvironment. Implications: Inflammation preconditions the distant site microenvironment to increase the metastatic potential of tumor cells that arrive there.

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)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.007
Threshold uncertainty score0.407

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.058
GPT teacher head0.375
Teacher spread0.317 · 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.

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

Citations8
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueMolecular Cancer ResearchSame topicLiver physiology and pathologyFrench-language works237,207