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Record W4408308587 · doi:10.1093/jbmr/zjaf035

Brittle, but not boring: a fresh look at osteogenesis imperfecta type V

2025· letter· en· W4408308587 on OpenAlexafffund
Mathieu Ferron, Jean Vacher

Bibliographic record

VenueJournal of Bone and Mineral Research · 2025
Typeletter
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicConnective tissue disorders research
Canadian institutionsMcGill UniversityUniversité de MontréalMontreal Clinical Research Institute
FundersCanadian Institutes of Health Research
KeywordsOsteogenesis imperfectaBrittlenessMedicineOrthodonticsType (biology)DentistryAnatomyGeologyMaterials scienceComposite material

Abstract

fetched live from OpenAlex

Bone tissue homeostasis relies on a strict balance between bone resorption by osteoclasts and bone formation by osteoblasts. Studies of animal models with impaired bone formation or resorption have unraveled novel mechanisms controlling skeletal homeostasis. Osteogenesis imperfecta (OI), also called brittle bone disease, is a heterogeneous group of rare bone disorders associated with low bone mass and bone fragility. Patients with OI are classified into different types, or forms, based on the severity of the disease (mild to severe) and the mutated genes involved. Most OI cases affect the osteoblast lineage and result from pathologic variants of type I collagen (type I–IV), while other forms are associated with defective regulatory mechanisms directing collagen synthesis, bone mineralization, or osteoblast differentiation (type V–XXIII). OI type V is an autosomal dominant form of OI not associated with collagen type I mutations, but displaying osteoblastic bone formation deficit and hyperplastic callus appearance following fractures.1 At the genetic level, mutations in the interferon-induced transmembrane protein 5 (IFITM5) gene were demonstrated to be responsible for this disease. IFITM5 encodes for a type II transmembrane protein also named BRIL (bone-restricted IFITM-like) that is palmitoylated and localized at the plasma membrane.2,3 IFITM5 is mainly expressed in the osteoblast lineage and participates in osteoblast maturation and matrix mineralization in cellular models.2,3 However, inactivation of IFITM5 or overexpression of WT IFITM5 in mice did not lead to any bone phenotype.4,5 In fact, most OI type V patients are characterized by the same point mutation (ie, c.-14C>T) in IFITM5 mRNA 5′ untranslated region (UTR), which results in the production of a novel IFITM5 protein, called MALEP-IFTM5, harboring an additional five amino acids on its N-terminal. Toward mechanistic understanding of the IFITM5 mutation, several in vivo approaches in mice were designed. In contrast to the WT protein, transgenic expression of the mutant MALEP-IFITM5 under the Collagen α1 (Col1a1) promotor led to perinatal lethality with delayed mineralization, bone deformities, and spontaneous fractures.5 Similarly, a knock-in mouse model in which the c.-14C>T mutation was introduced in the Ifitm5 locus resulted in embryonic lethality with major skeletal abnormalities and decreased expression of the osteoblast marker genes Sost, Bglap, and Ibsp.6,7 However, the early lethality of the knock-in and transgenic c.-14C>T models has limited our understanding of OI type V pathologic mechanisms at the postnatal and adult stage.6

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)0.001
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.030
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0030.003
Scholarly communication0.0020.003
Open science0.0010.001
Research integrity0.0300.026
Insufficient payload (model declined to judge)0.0030.001

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 head0.045
GPT teacher head0.356
Teacher spread0.311 · 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 designCase report
Domainnot available
GenreOther

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".

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Citations0
Published2025
Admission routes2
Has abstractno

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