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Record W4408810040 · doi:10.26443/msurj.v1i2.324

Impact of Phosphate Supplementation and PPi Reduction on Osteocyte Lacunar-Canalicular Network in XLH

2025· article· en· W4408810040 on OpenAlexaff
Aria Oweissi, Mahmoud Ismail, Monzur Murshed

Bibliographic record

VenueMcGill Science Undergraduate Research Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicBiomedical Research and Pathophysiology
Canadian institutionsMcGill UniversityMcGill Genome Centre
Fundersnot available
KeywordsOsteocyteReduction (mathematics)PhosphateChemistryBiochemistryMathematicsOsteoblast

Abstract

fetched live from OpenAlex

Proper phosphate homeostasis is critical for bone mineralization, with disruptions leading to skeletal abnormalities affecting growth and load-bearing capacities. X-linked hypophosphatemia (XLH), caused by mutations in PHEX gene, results in elevated fibroblast growth factor 23 (FGF23), a phosphaturic hormone that can cause impaired renal phosphate reabsorption and osteomalacia. High-phosphate diets improve mineralization in Hyp mice carrying inactivating Phex mutation but fail to restore osteocyte connectivity, possibly due to persistent mineralization defects around osteocyte lacunae. Excess inorganic pyrophosphate (PPi), a mineralization inhibitor, may contribute to these defects. This study investigates whether reducing PPi via the Enpp1asj/asj mutation, which impairs ENPP1-mediated PPi production, while supplementing phosphate in Hyp;Enpp1asj/asj mice, enhances osteocyte numbers and restores lacunar-canalicular connectivity. Hyp, Enpp1asj/asj, Hyp;Enpp1asj/asj, and wild-type (WT) mice (n=16, two per group) were assigned to either a standard chow or high-phosphate diet (2%P) for two weeks starting at six weeks of age. Dissected humeri were stained with rhodamine and embedded in epoxy for confocal microscopy to examine lacunar-canalicular connectivity, with 3D reconstruction performed using Dragonfly software. Osteocyte networks were severely disrupted in Hyp mice, with larger lacunae and reduced connectivity, showing minimal improvement with phosphate supplementation. Enpp1asj/asj mice had fewer osteocytes and reduced connectivity regardless of diet. Hyp;Enpp1asj/asj mice exhibited increased osteocyte numbers on a high-phosphate diet but retained irregular lacunae and disrupted connectivity, suggesting PPi reduction increases cell number but not full network restoration. Small sample sizes limit statistical significance; future work will expand sample sizes (e.g., n=80 mice, ten per group) and refine imaging analysis to quantify osteocyte morphology and connectivity.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.052
GPT teacher head0.451
Teacher spread0.399 · 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 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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