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Record W4233222361 · doi:10.3410/f.726468877.793549736

Faculty Opinions recommendation of Differential induction of muscle atrophy pathways in two mouse models of spinal muscular atrophy.

2018· dataset· en· W4233222361 on OpenAlexfundno aff
Aaron P. Russell

Bibliographic record

VenueFaculty Opinions – Post-Publication Peer Review of the Biomedical Literature · 2018
Typedataset
Languageen
FieldMedicine
TopicNeurogenetic and Muscular Disorders Research
Canadian institutionsnot available
FundersE-RareCanadian Institutes of Health ResearchUniversity of OttawaCure SMAMuscular Dystrophy Association
KeywordsSpinal muscular atrophySMN1SMA*Motor neuronAtrophyMuscle atrophyBiologyNeuroscienceSpinal cordMedicinePathologyDisease

Abstract

fetched live from OpenAlex

Motor neuron loss and neurogenic atrophy are hallmarks of spinal muscular atrophy (SMA), a leading genetic cause of infant deaths.Previous studies have focused on deciphering disease pathogenesis in motor neurons.However, a systematic evaluation of atrophy pathways in muscles is lacking.Here, we show that these pathways are differentially activated depending on severity of disease in two different SMA model mice.Although proteasomal degradation is induced in skeletal muscle of both models, autophagosomal degradation is present only in Smn 2B/-mice but not in the more severe Smn -/-; SMN2 mice.Expression of FoxO transcription factors, which regulate both proteasomal and autophagosomal degradation, is elevated in Smn 2B/-muscle.Remarkably, administration of trichostatin A reversed all molecular changes associated with atrophy.Cardiac muscle also exhibits differential induction of atrophy between Smn 2B/-and Smn -/-; SMN2 mice, albeit in the opposite direction to that of skeletal muscle.Altogether, our work highlights the importance of cautious analysis of different mouse models of SMA as distinct patterns of atrophy induction are at play depending on disease severity.We also revealed that one of the beneficial impacts of trichostatin A on SMA model mice is via attenuation of muscle atrophy through reduction of FoxO expression to normal levels.Spinal muscular atrophy (SMA) is a childhood neuromuscular genetic disease affecting 1 in 6,000 to 10,000 live births 1,2 .SMA pathological hallmarks include motor neuron loss and severe muscle atrophy of the limb and trunk muscles.In 1995, the disease-causing gene, survival motor neuron 1 (SMN1), was identified 3 .A mutation or deletion in the SMN1 gene impairs SMN protein production.A second nearly identical copy of the gene, SMN2, is present at the same locus as SMN1 3 .However, a single base pair substitution in SMN2 profoundly limits its ability to produce full length SMN protein 4 .Thus, increasing SMN2 copy number leads to phenotypes of reduced severity that can be classified on a spectrum (reviewed in 5 ).The mouse only harbors a single Smn gene and homozygous loss is embryonically lethal 6 .The addition of a human SMN2 transgene to Smn -/-mice yielded the original mouse model of SMA (Smn -/-; SMN2; also referred to as the severe model), which presents with a severe phenotype and lives to a maximum of postnatal day (P) 6 7 .Recently, mouse models of SMA with less severe phenotypes have been generated in an effort to uncover novel disease mechanisms and to test several therapeutic approaches.One of these is the Smn 2B/-mouse model.Instead of incorporating the human SMN2 transgene, this mouse harbours a 3 nucleotide substitution in the exonic splice enhancer of exon 7 (2B mutation) in one allele of the mouse Smn gene, while the other allele is null 8,9 .Consequently, the mice present with a phenotype associated with a longer life span (~P30) and enhanced motor function relative to the Smn -/-; SMN2 mouse model 9 .It has always been assumed that muscle defects observed in SMA were completely attributable to degenerating motor neurons.However, recent work on both the Smn -/-; SMN2 and Smn 2B/-model mice revealed robust intrinsic muscle weakness prior to any overt motor neuron pathology 10 .Muscle weakness in these models was attributed to impaired muscle development supported by the aberrant expression of several proteins involved in myogenesis [10][11][12] .Atrophy, a direct consequence of motor neuron loss, is likely a contributing factor to muscle

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)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.075
Threshold uncertainty score0.250

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.010
Meta-epidemiology (narrow)0.0020.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0050.007
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0750.042

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 head0.054
GPT teacher head0.375
Teacher spread0.321 · 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 designNot applicable
Domainnot available
GenreDataset

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
Published2018
Admission routes1
Has abstractyes

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