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[P57]: A simple method for directing the differentiation of embryonic stem (ES) cells into functional motoneurones

2006· article· en· W2049894212 on OpenAlexafffund
Prabakaran Soundararajan, Benjamin W. Lindsey, Victor F. Rafuse

Bibliographic record

VenueInternational Journal of Developmental Neuroscience · 2006
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPluripotent Stem Cells Research
Canadian institutionsDalhousie University
FundersNatural Sciences and Engineering Research Council of CanadaCanadian Institutes of Health Research
KeywordsCitationLibrary scienceSimple (philosophy)Embryonic stem cellComputer scienceSociologyBiologyPhilosophyEpistemologyGenetics

Abstract

fetched live from OpenAlex

Directing embryonic stem (ES) cells to differentiate into functional motoneurones has proven to be a strong technique for studying neuronal development as well as being a potential source of cells for cell replacement therapies involving spinal cord disorders. Unfortunately, the mitogenic reagents currently used for directed differentiation are not commercially available and thus this technique has not been widely accessible to the scientific community. Here, we present a novel and simple method to derive motoneurones from ES cells using readily attainable reagents. ES cells were derived from a transgenic mouse in which enhanced green fluorescent protein (eGFP) was linked to the Hb9 promoter. Because Hb9 is expressed by motoneurones, eGFP expression was used to screen directed differentiation. ES cells were plated onto a monolayer of HK 293 cells that carry a stably integrated construct for the expression of murine sonic hedgehog (Shh) under ecdysone-inducible control (293 EcR Shh cells; ATCC). To initiate motoneurone differentiation, ES cell/HK 293 cell co-cultures were treated with Ponesterone A (PA) and retinoic acid (RA) for 5 days. PA induces ecdysone and thus drives Shh expression. To assess motoneurone differentiation the treated ES cells were either plated on Matrigel for standard immunocytochemical analysis or myotubes for electrophysiology recordings. A comparative study was also performed using ES cells treated with RA and recombinant human Shh (R&D Systems). ES cells differentiated into eGFP+ motoneurones that express Lhx3 and Isl1/2 in the co-cultures treated with PA and RA. Very poor motoneurone differentiation was achieved using RA and recombinant human Shh. ES cell derived motoneurones from the ES cell/HK 293 cell co-cultures also formed functional synaptic connections when plated on myotubes. This simple treatment paradigm produces functional motoneurones that can be used for developmental and pre-clinical studies. Support contributed by NSERC, CIHR and NSHRF.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.079
Threshold uncertainty score0.292

Codex and Gemma teacher scores by category

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 science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.296
Teacher spread0.275 · 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.

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
Published2006
Admission routes2
Has abstractyes

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