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Record W4410552606 · doi:10.1101/2025.05.20.654665

Molecular Control of Non-Muscle Myosin II-A Aggregation and Intracellular Dynamics by motor- or tail-specific <i>MYH9</i> Mutations

2025· preprint· en· W4410552606 on OpenAlexaff
Clara Llorente-González, Kamila R. Mustafina, Vanessa C. Talayero, Gloria Asensio-Juárez, Marina Garrido-Casado, James R. Sellers, Krishna Chinthalapudi, Paul W. Wiseman, Sarah M. Heissler, Miguel Vicente‐Manzanares

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2025
Typepreprint
Languageen
FieldMedicine
TopicCardiomyopathy and Myosin Studies
Canadian institutionsMcGill University
FundersMinisterio de Ciencia e Innovación
KeywordsMyosinIntracellularMolecular motorDynamics (music)Cell biologyChemistryControl (management)BiophysicsGeneticsBiologyComputer sciencePhysics

Abstract

fetched live from OpenAlex

-RD). While correlation between genotype and phenotype is not well characterized at a molecular level, motor mutations seem to cause more severe phenotypes than tail mutations. Motor domain mutation N93K, previously described as activity-impairing, causes in fact an almost non-significant defect on motor function in vitro. Conversely, it increases NM2-A filament stability and interaction with the myosin chaperone UNC45a in stress fiber-forming cells. This also alters its subcellular localization and effect on adhesion dynamics. Similar cellular effects are observed in cells expressing NM2-A E1841K, a prototypical tail mutation. In cells devoid of stress fibers such as megakaryocytes, NM2-A N93K forms large, amorphous, concentration-dependent aggregates that also contain wild type NM2-A and UNC45a. Conversely, NM2-A E1841K forms concentration-independent aggregates that exclude wild type NM2-A and UNC45a. Our data shows that the N93K mutation reduces the fraction of functional cellular NM2-A by enhancing the stability of NM2-A filaments and/or promoting protein aggregation together with wild type NM2-A. Conversely, NM2-A E1841K form aggregates that do not affect wild type NM2-A. These observations are consistent with the molecular severity observed in primary cells from patients of these genotypes.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

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)0.0020.000

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 head0.007
GPT teacher head0.213
Teacher spread0.207 · 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.

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

Citations2
Published2025
Admission routes1
Has abstractyes

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