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Record W4409631386 · doi:10.1158/1538-7445.am2025-6326

Abstract 6326: A comparative study of C3H and C57Bl/6 murine models of radiation-induced fibrosis

2025· article· en· W4409631386 on OpenAlexaff
Pierre-Antoine Bissey, Justin Williams, Wei Shi, Madison Hossack, Kenneth W. Yip, Fei‐Fei Liu

Bibliographic record

VenueCancer Research · 2025
Typearticle
Languageen
FieldMedicine
TopicEffects of Radiation Exposure
Canadian institutionsPrincess Margaret Cancer Centre
Fundersnot available
KeywordsMedicineFibrosisC57BL/6Cancer researchPathologyImmunology

Abstract

fetched live from OpenAlex

Introduction: Approximately 50% of cancer patients are treated with radiation therapy; ∼60% of whom will experience significant radiation-induced fibrosis (RF) caused by excessive collagen accumulation. RF reduces tissue function and flexibility, increasing surgical complications during disease recurrence. Accurate and reproducible in vivo models are required to elucidate the mechanisms of this condition and to facilitate the development of effective therapeutic strategies. Although there have been comprehensive studies related to model development for other forms of fibrosis, the characterization and comparison of murine RF models remains limited in the literature. This work aims to assess and contrast C3H and C57Bl/6 mice as models for RF. Methods: RF was assessed in two mouse strains, C3H and C57BL/6. Mice were irradiated using the Precision SmART+ irradiator. C3H mice received 40 Gy, while C57BL/6 mice received 10 Gy, 15 Gy, or 20 Gy. Following irradiation, the tibiofemoral joint angle was measured using X-ray images acquired weekly. At 4-, 8-, 12-, and 16-weeks post-irradiation, skin samples were collected, and collagen deposition was analyzed. Collagen was measured using: a) picrosirius red staining and polarized light microscopy; b) pro-collagen ELISA; and c) the hydroxyproline assay. Results: The pattern of RF development was unique to each mouse strain. In C3H mice, three phases were observed: an acute response with increased limb stiffness, a recovery phase with reduced stiffness, and a fibrotic phase correlating with collagen accumulation, evidenced by histology and biochemical analyses. At 16 weeks post-irradiation, collagen deposition was observed to increase by 1.48- (p<0.05), 1.62- (p<0.05), and 1.32-fold via picrosirius, ELISA, and hydroxyproline assays, respectively. In C57BL/6 mice, 20 Gy induced RF without a recovery phase, 10 Gy did not induce fibrosis, while 15 Gy induced RF in 50% of cases, revealing unexpected variability despite genetic uniformity. At 16 weeks post-20 Gy irradiation, collagen deposition was observed to increase by 4.2- (p<0.01), 1.55-, and 2.69-fold (p<0.05) via picrosirius, ELISA, and hydroxyproline assays, respectively. Skin thickness following irradiation increased by 1.66-fold (p<0.05) in C3H mice, and by 2.35-fold (p<0.01) in C57BL/6 mice, compared to non-irradiated controls. Conclusions: Measuring the tibiofemoral joint angle using weekly X-ray is non-invasive approach in assessing murine RF. The data reveal mouse strain-specific differences in RF. C3H mice may more accurately recapitulate the development of RF in humans. However, due to many more gain- and loss-of-function genetic models, C57BL/6 mice remain essential for investigating RF. Citation Format: Pierre-Antoine Bissey, Justin Williams, Wei Shi, Madison Hossack, Ken W. Yip, Fei-Fei Liu. A comparative study of C3H and C57Bl/6 murine models of radiation-induced fibrosis [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 6326.

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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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.553
Threshold uncertainty score0.324

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.123
GPT teacher head0.472
Teacher spread0.349 · 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 designObservational
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 routes1
Has abstractyes

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