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Record W4412489210 · doi:10.1002/pro.70224

An engineered redox‐switchable streptavidin mutein enables the high‐affinity capture and efficient elution of biotinylated ligands

2025· article· en· W4412489210 on OpenAlexafffund
Jesse M. Marangoni, Adriana Zutic, Emmanuella Uche‐Orji, Sui‐Lam Wong, Kenneth Ng

Bibliographic record

VenueProtein Science · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBiotin and Related Studies
Canadian institutionsUniversity of CalgaryUniversity of Windsor
FundersNatural Sciences and Engineering Research Council of CanadaUniversity of Windsor
KeywordsBiotinylationStreptavidinElutionChemistryRedoxBiophysicsCombinatorial chemistryBiotinChromatographyBiochemistryInorganic chemistryBiology

Abstract

fetched live from OpenAlex

Although the high affinity and specificity of the interaction between streptavidin and biotin are widely utilized to isolate biotinylated ligands, their elution over practical timescales requires the use of strongly denaturing conditions that are incompatible with many target biomolecules. To overcome this limitation, we previously engineered a disulfide bond into a critical loop of streptavidin to create the redox-sensitive M88 mutein, which releases biotinylated ligands ~19,000-fold faster in the reduced state when compared with the oxidized state. To optimize the speed and efficiency of ligand recovery, we describe how multiple mechanisms like disulfide bond reduction, increasing temperature, elevating pH, and adding organic cosolvents can dramatically increase the rates of dissociation for different types of biotinylated ligands bound to M88 or wild-type streptavidin coupled to magnetic beads. By combining these mechanisms, we demonstrate how a range of biotinylated biomolecules (peptide, oligonucleotide, and protein) can be efficiently recovered under mild conditions that preserve biological activity. M88 magnetic beads thus provide many advantages over currently available methods using either wild-type streptavidin or lower affinity biotin-binding proteins for applications requiring both high affinity capture and efficient release of target biomolecules under non-denaturing conditions.

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 score0.004
Threshold uncertainty score0.300

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.003
GPT teacher head0.228
Teacher spread0.224 · 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

Citations1
Published2025
Admission routes2
Has abstractyes

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