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Record W2038937965 · doi:10.1021/bi9003155

Assembly and Stability of the Shiga Toxins Investigated by Electrospray Ionization Mass Spectrometry

2009· article· en· W2038937965 on OpenAlexaff
Elena N. Kitova, George L. Mulvey, Tanis C. Dingle, Igor Sinelnikov, Stefanie Wee, Thomas P. Griener, Glen D. Armstrong, John S. Klassen

Bibliographic record

VenueBiochemistry · 2009
Typearticle
Languageen
FieldMaterials Science
TopicEnzyme Structure and Function
Canadian institutionsUniversity of CalgaryUniversity of Alberta
Fundersnot available
KeywordsElectrospray ionizationMass spectrometryChemistryChromatographyProtein mass spectrometryExtractive electrospray ionizationElectrospray mass spectrometryDirect electron ionization liquid chromatography–mass spectrometry interfaceElectrosprayIonizationAnalytical Chemistry (journal)Chemical ionizationOrganic chemistryIon

Abstract

fetched live from OpenAlex

A systematic investigation into the assembly and stability of native and modified subunits of the Shiga toxins (Stx) in vitro is described. Analysis of the assembly of native and modified B subunits of Stx1 and Stx2 in solution, carried out using electrospray ionization mass spectrometry (ES-MS), suggests that the lower thermodynamic stability of the B subunit homopentamer of Stx2, compared to that of Stx1, is due to the presence of a repulsive interaction involving Asp70 of the Stx2 B subunit. In Stx1 B, the corresponding (spatially) residue is Arg. Using temperature-controlled ES-MS, it is shown that the Stx1 and Stx2 holotoxins exhibit differences in their resistance to temperature- and acid-induced dissociation. However, both Stx1 and Stx2 are fully assembled at pH >3.5 and 37 degrees C. This finding has several important biological implications. First, it argues against the likelihood that the difference in Stx1 and Stx2 toxicity arises from differential dissociation of the toxins during the intracellular trafficking steps of the cellular intoxication process. Second, it implies that the activation of the A subunits of Stx1 and Stx2 by enzymatic cleavage must occur while the A subunit is assembled with the B subunit homopentamer. It is, therefore, proposed that the differential toxicities of Stx1 and Stx2 reflect the relative efficiencies of intracellular activation of the A subunits.

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)0.001
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 score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
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 head0.006
GPT teacher head0.202
Teacher spread0.197 · 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

Citations25
Published2009
Admission routes1
Has abstractyes

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