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Record W4414378134 · doi:10.1093/stcltm/szaf043

Mesenchymal progenitor–derived proteoglycan 4 regulates the transdifferentiation of chondrocytes into osteoblasts during fracture healing

2025· article· en· W4414378134 on OpenAlexafffund
Nicoletta Ninkovic, Jessica May Corpuz, Alana Ruth Stahl, Alexandra Olsen, Colton M. Unger, Aria Ahadzadeh Ardebili, Haochen Sun, Juyeon Cha, Daphne A. Kaketsis, Sarah L. Manske, Ifaz T. Haider, Ralph Marcucio, Tannin A. Schmidt, Gregory D. Jay, T. Michael Underhill, W. Brent Edwards, Derrick E. Rancourt, Jeff Biernaskie, Roman Krawetz

Bibliographic record

VenueStem Cells Translational Medicine · 2025
Typearticle
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsAlberta Children's HospitalUniversity of British ColumbiaUniversity of CalgaryAlberta Bone and Joint Health Institute
FundersNatural Sciences and Engineering Research Council of CanadaCanada Research ChairsCanada Foundation for InnovationCalgary Foundation
KeywordsChondrogenesisMesenchymal stem cellTransdifferentiationBone healingEndochondral ossificationCartilageRegeneration (biology)Wound healing

Abstract

fetched live from OpenAlex

INTRODUCTION: Proteoglycan 4 (PRG4), also known as lubricin, is essential for maintaining tissue homeostasis and acts as a lubricant that protects joint surfaces from wear and tear. Our previous studies have demonstrated that PRG4 plays multiple roles in wound healing in mice and pigs. Specifically, PRG4 derived from Hic1+ mesenchymal progenitor cells (MPCs) is crucial for maintaining tissue homeostasis in the dura mater near the spinal cord, and in the skin it contributes to ear wound healing in mice. Additionally, mice lacking PRG4 exhibit abnormal bone structure and function. However, the role of PRG4 in fracture healing remains unclear. METHODS: To investigate the role of PRG4 in fracture repair, we generated mice with a conditional deletion of Prg4 in the Hic1+ lineage. The presence and contribution of Hic1+ progenitors at the fracture site were assessed at 2‑ and 4‑weeks post‑injury (wpi). Bone healing quality was evaluated, and the cellular phenotype within the fracture callus was examined. RESULTS: We observed Hic1+ progenitors at the fracture site at both 2‑ and 4‑wpi. Conditional deletion of Prg4 in these progenitors impaired the quality of new bone formation at the fracture site. Furthermore, PRG4 was required to maintain the cartilaginous phenotype of callus cells. In its absence, chondrocytes underwent premature transformation into osteoblasts, disrupting the normal progression of fracture healing. DISCUSSION: These findings provide new insights into the role of PRG4 in bone regeneration. PRG4, derived from Hic1+ MPCs, is critical for regulating the balance between chondrogenesis and osteogenesis during fracture repair. By preventing premature chondrocyte‑to‑osteoblast transition, PRG4 supports proper callus formation and bone healing. This work highlights the importance of PRG4 and Hic1+ MPCs in fracture repair and extends their known functions in tissue homeostasis and wound healing.

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 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 score0.014
Threshold uncertainty score0.666

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 head0.008
GPT teacher head0.245
Teacher spread0.237 · 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

Citations1
Published2025
Admission routes2
Has abstractyes

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