MétaCan
Menu
Back to cohort
Record W4289884109 · doi:10.26434/chemrxiv-2022-w8xz2

Mechanistic Evidence for a Radical-Radical Recombination Pathway of Flavin-based Photocatalytic Tyrosine Labeling

2022· preprint· en· W4289884109 on OpenAlexaff
Taylor O. Hope, Tamara Reyes Robles, Keun Ah Ryu, Nicole Removski, Jacinthe Maisonneuve, Rob Oslund, Olugbeminiyi Fadeyi, Mathieu Frenette

Bibliographic record

VenueChemRxiv · 2022
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
Topicbioluminescence and chemiluminescence research
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsRadicalChemistryPhotochemistryFlavin groupTyrosineRadical ionPhenolRadical cyclizationCovalent bondStereochemistryOrganic chemistryBiochemistryEnzyme

Abstract

fetched live from OpenAlex

We recently introduced flavin-based photocatalysts such as riboflavin tetraacetate (RFT) as a robust platform for light- mediated protein labeling via phenoxyl radical-mediated tyrosine-biotin phenol coupling on live cells. To gain insight into this coupling reaction, we conducted detailed mechanistic analysis for RFT-photomediated activation of phenols for tyrosine labeling. Contrary to previously proposed mechanisms, we find that the initial covalent binding step between the tag and tyrosine is not radical addition, but rather radical-radical recombination. Radical addition to a phenol, while often proposed in the literature, is prohibitively unfavorable according to DFT calculations. Radical-radical recombination, followed by rearomatization, is the preferred pathway for the phenol-phenol coupling presented herein, but may also explain the mechanism of other tyrosine-tagging approaches described in the literature. Competitive kinetics experiments show that phenoxyl radicals are generated by the reaction of phenols with several reactive intermediates in the proposed mechanism: primarily with the riboflavin-photocatalyst excited state or singlet oxygen, but also possibly with the semi-reduced photocatalyst or hydroperoxyl radicals produced at key steps in the mechanism.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
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 score0.019
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 science0.0010.001
Research integrity0.0010.000
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 head0.059
GPT teacher head0.338
Teacher spread0.278 · 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.

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

Citations3
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueChemRxivSame topicbioluminescence and chemiluminescence researchFrench-language works237,207