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Record W4405315272 · doi:10.1016/j.csbj.2024.12.007

Disrupting the network of co-evolving amino terminal domain residues relieves mitochondrial calcium uptake inhibition by MCUb

2024· article· en· W4405315272 on OpenAlexafffund
Danielle M. Colussi, Ryan Grainger, Megan Noble, Taylor Lake, M.S. Junop, Peter B. Stathopulos

Bibliographic record

VenueComputational and Structural Biotechnology Journal · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMitochondrial Function and Pathology
Canadian institutionsWestern University
FundersCanadian Institutes of Health Research
KeywordsTerminal (telecommunication)CalciumDomain (mathematical analysis)ChemistryAmino terminalBiophysicsBiologyBiochemistryComputer sciencePeptide sequenceComputer networkGeneMathematics

Abstract

fetched live from OpenAlex

The regulatory mechanisms of the mitochondrial calcium uniporter complex (mtCU), the predominant channel mediating calcium (Ca 2 + ) flux into the matrix, are critical for bioenergetics and cell fate. The pore-forming components of mtCU are the mitochondrial Ca 2+ uniporter (MCU) subunit and the MCU dominant-negative beta (MCUb) subunit. Despite both MCU paralogs having conserved Asp-Ile-Met-Glu motifs responsible for Ca 2+ selectivity, MCUb mediates only low Ca 2+ conduction and has been characterized as an inhibitory subunit. We previously identified the MCU amino-terminal domain (NTD) as a negative feedback regulator of mtCU upon divalent cation binding but the role of the MCUb-NTD remains unknown. Thus, to gain mechanistic insight into the competing MCU and MCUb functions, we here studied the divalent cation binding properties of the MCU- and MCUb-NTDs that tightly interact within and between tetrameric channels. First, we resolved a high-resolution MCU-NTD crystal structure in the absence of divalent ions at 1.6 Å, using this structure to model the homologous MCUb-NTD. Further, we conducted 1 μs all-atom molecular dynamics (MD) simulations in the presence and absence of Ca 2+ and Mg 2+ ions, not only finding increased MCU-NTD stability at high temperatures compared to MCUb-NTD but also discrete Ca 2+ -binding sites on the two domains. Remarkably, the distinct Ca 2+ binding site on the central α-helix of MCUb-NTD was also identified in a functional sector of co-evolving residues, with either direct mutation to the coordinating residues or mutation to a separate site within the sector disrupting Ca 2+ binding in silico and in vitro as well as enhancing mitochondrial Ca 2+ uptake in cellulo . Thus, we reveal that matrix Ca 2+ binding to both the MCU-NTD and MCUb-NTD promote mtCU inhibition through disparate interaction sites, highlighting the evolution of discrete feedback regulation mechanisms to precisely control mtCU function.

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 score0.001
Threshold uncertainty score0.005

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)0.0010.001

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 head0.009
GPT teacher head0.262
Teacher spread0.253 · 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

Citations0
Published2024
Admission routes2
Has abstractyes

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