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Record W4394164488 · doi:10.6084/m9.figshare.20401054

Additional file 1 of Dysregulation of Tweak and Fn14 in skeletal muscle of spinal muscular atrophy mice

2022· dataset· en· W4394164488 on OpenAlexaff
Katharina E. Meijboom, Emma R Sutton, Eve McCallion, Emily McFall, Daniel C. Anthony, Benjamin Edwards, Sabrina Kubinski, Ines Tapken, Ines Bünermann, Gareth Hazell, Nina Ahlskog, Peter Claus, Kay E. Davies, Rashmi Kothary, Matthew J. A. Wood, Mélissa Bowerman

Bibliographic record

VenueFigshare · 2022
Typedataset
Languageen
FieldMedicine
TopicNeurogenetic and Muscular Disorders Research
Canadian institutionsOttawa Hospital
Fundersnot available
KeywordsSpinal muscular atrophySkeletal muscleMedicineAtrophyMuscle atrophyNeurosciencePathologyAnatomyBiologyDisease

Abstract

fetched live from OpenAlex

Additional file 1: Supplementary Figure 1. No overt dysregulation of Tweak and Fn14 in skeletal muscle of non-SMA hypomorphic Smn-depleted mice. qPCR analysis of Tweak (a), Fn14 (b), Pgc-1α (c), Mef2d (d), Glut-4 (e), HKII (f) and Klf15 (g) in triceps from post-natal day (P) 7 wild-type (WT), Smn2B/2B and Smn+/- mice. Normalized relative expressions are compared to WT. Data are mean ± SEM, n = 4-5 animals per experimental group, one-way ANOVA, Tukey’s multiple comparison test, * p < 0.05, ns = not significant. Supplementary Figure 2. Tweak and Fn14 are not dysregulated in denervated (nerve cut) muscles of pre-weaned mice. A sciatic nerve cut was performed on post-natal day (P) 7 WT FVB/N mice and both ipsilateral (nerve cut) and contralateral (control) TA muscles were harvested at P14. qPCR analysis of Tweak, Fn14, Pgc-1α, Mef2d, Glut-4, HKII and Klf15 in control and nerve cut TA muscles. Normalized relative expressions for each gene are compared to control muscle. Data are mean ± SEM, n = 7-11 animals per experimental group, two-way ANOVA, uncorrected Fisher’s LSD, ns = not significant. Supplementary Figure 3. Effect of varying Fc-TWEAK doses on disease progression in Smn‍-‍/‍-‍;SMN2 SMA mice. Smn‍-‍/‍-‍;SMN2 mice received daily subcutaneous injections of increasing doses of Fc-TWEAK (7.9, 15., 23.7 and 31.6 μg), starting at birth. a. Daily weights of untreated Smn-/-;SMN2 SMA mice and Smn-/-;SMN2 mice that received daily subcutaneous injections (starting at P0) of Fc-TWEAK (7.9, 15.8, 23.7 and 31.6 μg). Data are mean ± SEM, n = 5-10 animals per experimental group, two-way ANOVA, Sidak’s multiple comparison test. b. Survival curves of untreated Smn-/-;SMN2 SMA mice and Smn-/-;SMN2 mice that received daily subcutaneous injections (starting at P0) of Fc-TWEAK (7.9, 15.8, 23.7 and 31.6 μg). Data are presented as Kaplan-Meier survival curves, n = 5-10 animals per experimental group, Log-rank (Mantel-Cox). Supplementary Figure 4. Differential effect of Fc-TWEAK in skeletal muscle of wild type (WT) and Smn2B/- mice. WT and Smn2B/- SMA mice and received subcutaneous injections of Fc-TWEAK (15.8 μg) every 4 days (from post-natal day (P) 0 to P16) and skeletal muscles were harvested 3 hours post-injections. a-g. qPCR analysis of Fn14 (a), Tweak (b), Pgc-1α (c), Mef2d (d), Glut-4 (e), HKII (f) and Klf15 (g) in triceps of untreated and Fc-TWEAK-treated Smn2B/- mice. Normalized relative expressions for Fc-TWEAK-treated WT mice are compared to untreated WT mice and normalized relative expressions for Fc-TWEAK-treated Smn2B/- mice are compared to untreated Smn2B/- mice. Data are mean ± SEM, n = 3-5 animals per experimental group, two-way ANOVA, uncorrected Fisher’s LSD, * p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001, ns = not significant. h. Quantification of NF-κB2 p100 protein levels normalized to total protein in the quadriceps of late-symptomatic (P18) Smn2B/- mice and age-matched WT animals. Images are representative immunoblots. Data are mean ± SEM, n = 3-5 animals per experimental group, unpaired t test, p = 0.0005 (WT), p = 0.0494. Supplementary Figure 5. Decreased MuRF-1 expression in skeletal muscle of P7 Fn14-/- mice. qPCR analysis of Atrogin-1 (a) and MuRF-1 (b) in quadriceps and triceps from post-natal day (P) 7 wild type (WT) and Fn14-/- mice. Normalized relative expressions are compared to WT. Data are mean ± SEM, n = 4 animals per experimental group, unpaired t test, p = 0.0164 (MuRF-1 quadriceps), p = 0.0283 (MuRF-1 triceps), ns = not significant.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
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 score0.994
Threshold uncertainty score0.599

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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 integrity0.0000.000
Insufficient payload (model declined to judge)0.9940.000

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 head0.021
GPT teacher head0.277
Teacher spread0.256 · 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 teacher head, not a consensus.

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
Published2022
Admission routes1
Has abstractyes

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