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Myostatin Inhibition as an Adjuvant Therapy in Type 1 Diabetes Mellitus

2016· article· en· W2890635280 on OpenAlexafffundabout
Thomas J. Hawke, Samantha K. Coleman, Irena A. Rebalka, Donna M. D’Souza, Namita Deodhare

Bibliographic record

VenueThe FASEB Journal · 2016
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMuscle Physiology and Disorders
Canadian institutionsMcMaster University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsMyostatinInternal medicineEndocrinologyGLUT4MedicineInsulin resistanceSkeletal muscleDiabetes mellitusInsulinGlucose uptakeGlucose transporterType 1 diabetesType 2 Diabetes Mellitus

Abstract

fetched live from OpenAlex

While Type 1 Diabetes Mellitus (T1DM) is characterized by hypoinsulinemia and hyperglycemia, persons with T1DM also develop insulin resistance and recent studies have demonstrated that insulin resistance is a primary mediator of the micro and macrovascular complications that invariably develop in this chronic disease. Therefore, we hypothesized that a reduction in circulating myostatin (a TGF‐beta family member known to regulate muscle mass) in a T1DM mouse model would improve skeletal muscle health, resulting in an increased insulin sensitivity and a reduction in blood glucose. To that end, we crossed Akita diabetic mice with the Myostatin Ln/Ln mouse line (which displays a ~60% reduction in myostatin levels) to generate a novel mouse line (Myostatin Ln/Ln ; Akita +/− ). Our data support the hypothesis that reducing circulating myostatin levels prevented the loss of skeletal muscle mass observed in T1DM, as well as significantly increasing Glut1 and Glut4 transporter densities with the end result being an increased glucose uptake in response to an insulin tolerance test (ITT). These positive changes in T1DM skeletal muscle health resulted in significant reductions in resting blood glucose levels and other diabetic symptoms (hyperphagia, polydypsia), even in the absence of exogenous insulin. Taken together, these studies provide a foundation for considering pharmacological myostatin inhibitors as an adjuvant therapy in T1DM as a means to delay the development of diabetic complications. Support or Funding Information This work is funded by a grant from Natural Sciences and Engineering Research Council of Canada to TJH

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: Bench or experimental · Consensus signal: Bench or experimental
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)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.011
GPT teacher head0.252
Teacher spread0.241 · 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 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

Citations0
Published2016
Admission routes3
Has abstractyes

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