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Record W4310356951 · doi:10.1016/j.jmccpl.2022.100023

A gradient of force generation at rest differentiates cardiomyopathy outcomes with variants of actin located at the same residue

2022· article· en· W4310356951 on OpenAlexafffund
Michael R. Jones, Chau Tran, Jaskerat Singh, John Dawson

Bibliographic record

VenueJournal of Molecular and Cellular Cardiology Plus · 2022
Typearticle
Languageen
FieldMedicine
TopicCardiomyopathy and Myosin Studies
Canadian institutionsUniversity of Guelph
FundersHeart and Stroke Foundation of Canada
KeywordsSarcomereHypertrophic cardiomyopathyActinCalciumCardiomyopathyDilated cardiomyopathyInternal medicineMyosinCardiologyMedicineBiologyGeneticsCell biologyHeart failureMyocyte

Abstract

fetched live from OpenAlex

The calcium sensitivity hypothesis helps explain the development of different forms of cardiomyopathy: increased sensitivity to calcium in cardiac sarcomeres leads to hypertrophic cardiomyopathy (HCM) and decreased sensitivity results in dilated cardiomyopathy (DCM). This hypothesis has driven the development of next generation drugs targeting sarcomere proteins to correct the amount of force generated as a result of changes in calcium sensitivity (e.g. mavacamten decreases cardiac myosin activity to treat HCM). Characterization of variants of cardiac actin (ACTC) found in patients with HCM or DCM has generally supported the calcium sensitivity hypothesis. Of interest are two different substitution mutations at R312 on ACTC: R312H leads to DCM, while R312C was found in patients with HCM. To determine how changes in the same codon on the same gene lead to different disease phenotypes, we characterized recombinant R312H- and R312C-ACTC variant proteins. Both variants exhibited the same change in calcium sensitivity, suggesting that a factor other than calcium sensitivity is responsible for disease differentiation. We observed a gradient of increased residual myosin activity with R312-ACTC variant proteins under relaxing conditions which may trigger different disease development. Our findings suggest that factors other than calcium sensitivity may contribute to cardiomyopathy development and should be considered when planning treatments.

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)0.001
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 score0.394
Threshold uncertainty score0.459

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.015
GPT teacher head0.225
Teacher spread0.211 · 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

Citations5
Published2022
Admission routes2
Has abstractyes

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