MétaCan
Menu
Back to cohort
Record W2144003699 · doi:10.5539/ijb.v3n2p43

Homocysteine and Cardiac Neural Crest Cell Cytoskeletal Proteins in the Chick Embryo

2011· article· en· W2144003699 on OpenAlexvenueno aff
Anthony Mwakikunga, Amanda L. Clubine, Darrell Wiens

Bibliographic record

VenueInternational Journal of Biology · 2011
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCongenital heart defects research
Canadian institutionsnot available
FundersUniversity of Northern Iowa
KeywordsFocal adhesionFilaminVinculinNeural crestCell biologyCytoskeletonNeural tubeActinBiologyCell migrationActin cytoskeletonEmbryoCellGeneticsSignal transduction

Abstract

fetched live from OpenAlex

Elevated serum homocysteine (Hcys) is correlated with cardiovascular disease and with embryonicmalformations related to neural crest cells (NCCs). We predicted Hcys may alter the balance of actin networks,stress fibers and focal adhesions, altering migration. We cultured neural tube explants in control and Hcys-treatedmedium and visualized actin, ?-actinin, vinculin, filamin, and LIM3 protein in NCCs migrating outward. In Hcys,phalloidin-stained actin in stress fibers was brighter, and vinculin was more abundant in focal adhesions andlamellipodia. ?-actinin and LIM3 were also enhanced around nuclei and in focal adhesions, and ?-actinin also infilopodia. Filamin was unchanged. Hcys caused more spreading and migration of NCCs, but not more cell-celladhesions. The findings support our hypothesis that Hcys adjusts NCCs for greater adhesion and migration. Itseffect on LIM3 suggests it may modulate signaling that adjusts the cytoskeleton for enhanced migration, leadingto mistimed and defective development of target tissues.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.627
Threshold uncertainty score0.212

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 science0.0000.000
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 head0.018
GPT teacher head0.288
Teacher spread0.271 · 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

Citations11
Published2011
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of BiologySame topicCongenital heart defects researchFrench-language works237,207