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Record W4408744621 · doi:10.1093/jbmr/zjaf046

Structural alterations during fracture healing lead to void spaces developing in surrounding bone microarchitecture

2025· article· en· W4408744621 on OpenAlexafffund
Danielle E. Whittier, Matthias Walle, Penny R. Atkins, Caitlyn J. Collins, Matthias A. Zumstein, Patrik Christen, Kurt Lippuner, Ralph Müller

Bibliographic record

VenueJournal of Bone and Mineral Research · 2025
Typearticle
Languageen
FieldMedicine
TopicBone fractures and treatments
Canadian institutionsAlberta Bone and Joint Health InstituteUniversity of Calgary
FundersNatural Sciences and Engineering Research Council of CanadaSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
KeywordsGrip strengthWristMedicineBone healingQuantitative computed tomographyVoid (composites)Nuclear medicineOsteoporosisSurgeryDentistryBone mineralInternal medicineMaterials scienceComposite material

Abstract

fetched live from OpenAlex

Distal radius fractures are among the most common fracture sites, with a high incidence across all age groups. High-resolution peripheral quantitative computed tomography (HR-pQCT) has enabled assessment of bone microarchitecture in vivo at the distal radius, providing new insights into the healing process. However, we have observed structural bone loss that is not captured by standard analysis. This study uses void space analysis to quantify the development of localized structural bone loss during fracture healing. Twenty-six participants (21 female, 5 male; aged 18-79 yr) with conservatively-treated distal radius fractures were scanned using HR-pQCT at 6 study visits post-fracture (wk 1, 3, 5, 12, 26, and 52). Total BMD (Tt.BMD), bone volume fraction (BV/TV), and void space volume fraction (VS/TV) were measured. Grip strength relative to the non-fractured wrist and patient rated wrist evaluation (PRWE) were measured at all study visits after cast removal. The cumulative expansion of VS/TV across sequential study visits was quantified to differentiate voids that developed during healing from pre-existing void space. A 5-fold increase in median VS/TV was observed during the follow-up period, from 1.0% (0.6%-9.0%) to 5.5% (2.5%-12.4%). Tt.BMD and BV/TV did not significantly change in this same time interval. Relative grip strength after cast removal was significantly inversely correlated with final VS/TV (⍴ = -0.63, p = .02) and cumulative expansion of new void space during healing (R = -0.67, p <.01), whereas no significant associations were found with age or PRWE. This study suggests that there are adverse changes in bone microarchitecture during fracture healing, despite the preservation of overall Tt.BMD and BV/TV in the same region. Reduced grip strength is correlated with more severe void space formation, but the mechanistic relationship requires further exploration. The formation of void spaces may have long-term implications on bone strength and could provide insight into risk of re-fracture.

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)0.001
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 score0.690
Threshold uncertainty score0.426

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.044
GPT teacher head0.394
Teacher spread0.350 · 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

Citations6
Published2025
Admission routes2
Has abstractyes

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