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Record W4224265330 · doi:10.26434/chemrxiv-2022-9p94z

An Activity-Based Oxaziridine Platform for Identifying and Developing Covalent Ligands for Functional Allosteric Methionine Sites: Redox-Dependent Inhibition of Cyclin-Dependent Kinase 4

2022· preprint· en· W4224265330 on OpenAlexfundno aff
Audrey G. Reeves, Angel Gonzalez-Valero, Patrick J. Moon, Edward Y. Miller, Katia Coulonval, Steven W. M. Crossley, Xiao Xie, Dan He, Patricia Z. Musacchio, Alec H. Christian, Jeffrey M. McKenna, Richard Lewis, Eric Fang, Dustin Dovala, Yipin Lu, Lynn M. McGregor, Markus Schirle, John A. Tallarico, Pierre Roger, F. Dean Toste, Christopher J. Chang

Bibliographic record

VenueChemRxiv · 2022
Typepreprint
Languageen
FieldChemistry
TopicClick Chemistry and Applications
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaFonds De La Recherche Scientifique - FNRSCanadian Institute for Advanced ResearchNovartis Institutes for BioMedical ResearchDamon Runyon Cancer Research FoundationAmerican Cancer SocietyNational Institutes of HealthNational Science Foundation
KeywordsAllosteric regulationChemistryBiochemistryMethionineActive siteAmino acidEnzyme

Abstract

fetched live from OpenAlex

Activity-based protein profiling (ABPP) is a versatile strategy for enabling identification and characterization of new functional protein sites and discovery of lead compounds for therapeutic development. Yet, the vast majority of ABPP methods applied for covalent drug discovery target highly nucleophilic amino acids such as cysteine or lysine. Here, we report a methionine-directed ABPP platform using Redox-Activated Chemical Tagging (ReACT), which leverages a biomimetic oxidative ligation strategy for selective methionine modification. Application of ReACT to the cancer-driver protein cyclin-dependent kinase 4 (CDK4) as a representative high-value drug target identified three new hyperreactive, ligandable methionine residues, including an allosteric M169 site that is proximal to an activating T172 phosphorylation site. With this information in hand, we designed and synthesized a new methionine-targeting covalent ligand library based on oxaziridine fragments bearing a diverse array of heterocyclic, heteroatom, and stereochemically-rich substituents. ABPP screening of this focused library against a clickable broad-spectrum ReACT probe identified 1oxF11 as a covalent modifier of the CDK4/Cyclin-D1 heterodimer at the M169 site. This compound inhibited CDK4 kinase activity in a dose-dependent manner on purified protein and in live cells. Further biochemical analyses with a phospho-specific CDK4 antibody revealed crosstalk between M169 oxidation and T172 phosphorylation upon 1oxF11 treatment, where M169 oxidation prevented phosphorylation of the activating T172 site on CDK4 and blocked cell cycle progression at the S-phase checkpoint. By identifying a new mechanism for allosteric methionine redox regulation on CDK4 and developing a unique modality for its therapeutic intervention, this work showcases a generalizable platform that provides a starting point for engaging in broader chemoproteomics and protein ligand discovery efforts to find and target previously undruggable methionine sites.

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 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 score0.032
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.097
GPT teacher head0.340
Teacher spread0.243 · 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

Citations2
Published2022
Admission routes1
Has abstractyes

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