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Additional file 1 of Analysis of human satellite cell dynamics on cultured adult skeletal muscle myofibers

2021· article· en· W6920624805 on OpenAlexaff

Bibliographic record

VenueFigshare · 2021
Typearticle
Languageen
FieldMedicine
TopicSpinal Dysraphism and Malformations
Canadian institutionsOttawa HospitalUniversity of Ottawa
Fundersnot available
KeywordsSarcomereMyocyteMyofibrilMyosinSkeletal muscleStainingDystrophinLaminin

Abstract

fetched live from OpenAlex

Additional file 1: Supplemental figures related to figures 1-3, patient information used in this study and key resource table. Figure S1: Myofibers from human Psoas muscle can be maintained in situ, Related to Fig. 1. A) Photographic overview of human Psoas minor myofiber bundle isolation showing expanded images of intact myofiber bundles (panel 9) and hypercontracted myofiber bundles (panel 10). Representative images of B) hypercontracted myofibers and C) myofibers with moderate damage stained for DAPI (Blue), α-Actinin (Green) and Myosin heavy chain (MF20, Red). D) Representative image of myofibers with minor damage stained for DAPI (Blue), Dystrophin (Green), Laminin (White) and IgG (Red). E) Representative images of single myofiber sarcomeres from intact, contracted and cultured myofibers stained with α-actinin (Green) showing representative histograms of staining intensity and sarcomere spacing. F) Representative image of disorganized sarcomeres from injured myofibers stained with α-Actinin (Green) and MF20 (Red). G) Representative images and quantification of myofiber type from mouse Extensor digitorum longus and mouse Psoas muscle stained with Type 1 myofibers (Blue), Type 2a myofibers (Green), Type 2b myofibers (Red) and Wheat germ agglutinin (White). H) Representative image of human Psoas muscle cross sections stained with Laminin (Red) with I) quantification of average myofiber surface area and (J) myofiber surface area proportion from human Psoas myofibers compared to mouse Extensor digitorum longus and mouse psoas muscles using SMASH software. K) Representative image and quantification of mouse Extensor digitorum longus and mouse psoas myofiber lengths from isolated single myofibers. (K) Error bars represent mean ± SD, (G-J) Error bars represent mean ±SEM; (G, I-J) n = 3 biological replicates, (K) n = 40 myofibers per condition. Figure S2: Human satellite cells expand in situ, Related to Fig. 2. A) Quantification of average length of myofiber analyzed per experiment, whiskers represent min and max. B) Representative image of human myofibers showing centrally located nuclei stained with DAPI (Blue), Ki67 (Green), Pax7 (Red) and Dystrophin (White) and C) quantification of satellite cells per mm myofiber present at isolation on centrally nucleated fibers (CNF). D) Representative image of myofibers stained with DAPI (Blue), SDC4 (Green) Pax7 (Red) and Annexin-5 (White) with E) bisected myofibers serving as positive control stained for Annexin-5 (White) DAPI (Blue) and Pax7 (Red). F) Quantification of satellite cells expressing SDC4 at day 8 in culture. G) Representative image of satellite cells expressing M-Cadherin after isolation stained for DAPI (Blue), MCAD (Green) and Pax7 (Red). H) Representative image of satellite cell expansion on myofibers following 8 days in culture stained with DAPI (Blue), Ki67 (Green), Pax7 (Red) and Dystrophin (White) and quantification of I) Ki67 expression non-satellite cells per mm of myofiber, J) number of KI67 negative satellite cells per mm of myofiber and K) Ki67 expressing satellite cells per mm of myofiber across samples (s#). (A, C, K) Error bars represent mean ± SD, (F, I-K) Error bars represent mean ± SEM; (A) n = 351 myofibers. (C) n = averages from 20 (non-CNF) and 9 (CNF) myofibers. (F, I-K) n = 3 biological replicates. (K) n = averages from 4-22 myofibers, where individual data points represent individual myofibers. Figure S3: Myofiber culture unveils unique regenerative phenomena, Related to Fig. 3. Representative images of A) Representative image of cultured myofiber bundle stained for DAPI (Blue), MyoG (Green) and Pax7 (Red) (also presented in Figure 3A for reference). B) Representative image of myogenic progenitors and C) in situ de novo myofiber repair from fibers stained with DAPI (Blue), MyoG (Green) and MyoD (Red) where white dotted arrows outline the myocyte alignment. D) Representative images of cultured myofiber bundles stained for DAPI (Blue), pEGFR (Green) and Pax7 (Red). Quantification of E) total nuclei per mm of myofiber and across samples. F) Quantification of human satellite cells expressing Ki67 or Ki67 negative per mm of fiber across samples following culture in control or EGF containing media. G) Quantification proportion of nuclei expressing pax7 per myofiber. Quantification of H) proportion of satellite cells (Pax7+) stained negative for Ki67 and I) proportion of non-satellite cells (Pax7-) expressing Ki67 following culture in control or EGF containing media. J) quantification of MyoG-expressing nuclei per mm of myofiber across samples (s#). (E,F, J) Error bars represent mean ±SD, (E,G-I) Error bars represent means ± SD (EGF) and means ± SEM (Control); (E-I) n= 2 biological replicates EGF, 3 biological replicates control, (E, G, J) n = 4-32 myofibers, where individual data points represent individual myofibers. Table S1: Patient information used in this study. Patient information including sex, age, clinical complication, Psoas muscle mass, length and prefusion solution used during isolation. Table S2: Key resource Table.

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)0.002
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.847
Threshold uncertainty score0.218

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.017
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.003
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.8470.178

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 head0.014
GPT teacher head0.250
Teacher spread0.235 · 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.

Study designBench or experimental
Domainnot available
GenreOther

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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Published2021
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