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Record W2089507736 · doi:10.1165/rcmb.2013-0369oc

Fibroblast Signal Transducer and Activator of Transcription 4 Drives Cigarette Smoke–Induced Airway Fibrosis

2014· article· en· W2089507736 on OpenAlexaff
Tillie‐Louise Hackett, Furquan Shaheen, Steven Zhou, Andrew Churg

Bibliographic record

VenueAmerican Journal of Respiratory Cell and Molecular Biology · 2014
Typearticle
Languageen
FieldMedicine
TopicChronic Obstructive Pulmonary Disease (COPD) Research
Canadian institutionsSt. Paul's HospitalUniversity of British Columbia
Fundersnot available
KeywordsCigarette smokeAirwayFibroblastActivator (genetics)Transcription (linguistics)Fibroblast growth factorFibrosisMedicineSTAT proteinChemistryInternal medicineBiologyCell biologyAcousticsPhysicsSignal transductionSurgerySTAT3BiochemistryReceptor

Abstract

fetched live from OpenAlex

Cigarette smoke-induced emphysema and small airway remodeling are the anatomic bases of chronic obstructive pulmonary disease (COPD), but the pathogenesis of these changes is unclear, and current treatments for COPD are minimally effective. To evaluate the role of signal transducer and activator of transcription (STAT)-4 in cigarette smoke-induced small airway remodeling, we used C57BL/6J (wild type [WT]) and STAT4-/- mice exposed to air or cigarette smoke for 6 months and isolated airway and parenchymal fibroblasts. We also compared the results with those obtained with human fibroblasts. We found that STAT4-/- mice were protected against smoke-induced small airway remodeling but not emphysema. STAT4 is abundantly expressed in airway compared with parenchymal-derived fibroblasts isolated from normal human and murine lung. WT airway fibroblasts proliferate faster than STAT4-/- airway fibroblasts, whereas there is no difference between strains for parenchymal fibroblasts. IL-12 is up-regulated in the lung after smoke exposure, and IL-12 receptor B2 is expressed on airway and parenchymal fibroblasts in mouse and human lung. Treatment with IL-12 causes phosphorylation of STAT4 in WT airway fibroblasts. Exposure of WT airway, but not parenchymal, fibroblasts to IL-12 causes increased expression of collagen 1α1 and transforming growth factor β1, factors involved in small airway remodeling, whereas STAT4-/- fibroblasts are unresponsive to IL-12. These results indicate that IL-12 can drive small airway remodeling via STAT4 signaling and suggest that treatment with clinically available anti-IL-12p40 drugs might provide a new approach to preventing small airway remodeling in cigarette smokers.

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 score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.011
GPT teacher head0.267
Teacher spread0.256 · 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

Citations22
Published2014
Admission routes1
Has abstractyes

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