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Record W3080778816 · doi:10.14740/jem.v10i3-4.683

Sodium-Glucose Co-Transporter 2 Inhibitors Increase Serum Level of Total Procollagen Type 1 Amino-Terminal Propeptide and Bone Strength in Japanese Patients With Type 2 Diabetes Mellitus

2020· article· en· W3080778816 on OpenAlexvenueno aff
Masataka Kusunoki, Naomi Wakazono, Daisuke Sato, Tetsuro Miyata, Kazuhiko Tsutsumi, Yoshiharu Oshida

Bibliographic record

VenueJournal of Endocrinology and Metabolism · 2020
Typearticle
Languageen
FieldMedicine
TopicBone health and treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineInternal medicineEndocrinologyType 2 Diabetes MellitusDiabetes mellitusN-terminal telopeptideBone densityBone mineralType I collagenDapagliflozinProcollagen peptidaseBone remodelingOsteoporosisAlkaline phosphataseBiochemistryOsteocalcinChemistryEnzyme

Abstract

fetched live from OpenAlex

Background: Diabetes mellitus is known to be associated with an increased risk of bone fracture. We investigated the effects of sodium-glucose co-transporter 2 (SGLT2) inhibitors on bone strength and density in type 2 diabetic patients. Methods: Nineteen Japanese patients with type 2 diabetes mellitus were administered 2.5 mg/day of luseogliflozin or 5 mg/day of dapagliflozin for 6 months. Serum levels of tartrate-resistant acid phosphatase 5b (TRACP-5b), an osteoclastic marker, and total procollagen type 1 amino-terminal propeptide (P1NP), a bone formation marker, were measured and compared with those before the treatment. Bone strength was measured by quantitative ultrasound (QUS), and bone density was evaluated by dual-energy X-ray absorptiometry (DEXA). Results: SGLT2 inhibitors significantly increased the calcaneal bone strength as measured by QUS compared to that in young adult mean. However, there was no effect in the lumbar spine density as measured by DEXA after administration. The drug treatment had no effect on serum TRACP-5b, but significantly increased serum P1NP. Conclusions: The results imply that the SGLT2 inhibitors improve bone strength while the inhibitors had no effect on bone density. These results suggest that the increase in bone strength was due to improved bone quality through an increase in serum P1NP level. J Endocrinol Metab. 2020;10(3-4):89-93 doi: https://doi.org/10.14740/jem683

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.006

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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.023
GPT teacher head0.265
Teacher spread0.242 · 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
Published2020
Admission routes1
Has abstractyes

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