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Record W4414517906 · doi:10.1021/acsinfecdis.5c00610

Discovery and Characterization of Cell-Permeable Inhibitors of <i>Leishmania mexicana</i> CLK1 Using an In-Cell Target Engagement Assay

2025· article· en· W4414517906 on OpenAlexaff
Carolina Moura Costa Catta‐Preta, Priscila Zonzini Ramos, Juliana B. T. Carnielli, Stanley N. S. Vasconcelos, Adam Dowle, Rebeka Fanti, C.V. dos Reis, Adriano C. Coelho, Katlin B. Massirer, Jeremy C. Mottram, Rafael M. Couñago

Bibliographic record

VenueACS Infectious Diseases · 2025
Typearticle
Languageen
FieldMedicine
TopicResearch on Leishmaniasis Studies
Canadian institutionsStructural Genomics Consortium
FundersMedical Research CouncilEmpresa Brasileira de Pesquisa e Inovação IndustrialConselho Nacional de Desenvolvimento Científico e TecnológicoFundação de Amparo à Pesquisa do Estado de São PauloPromegaCoordenação de Aperfeiçoamento de Pessoal de Nível SuperiorWellcome Trust
KeywordsDruggabilityDrug discoveryKinomeKinaseAmastigoteMutantLeishmaniaFusion proteinTarget proteinHigh-throughput screening

Abstract

fetched live from OpenAlex

Leishmaniasis is a neglected tropical disease with limited treatment options and significant unmet medical need. Here, we report the development of a bioluminescence resonance energy transfer (BRET)-based target engagement assay in live cells to identify and validate cell-permeable, ATP-competitive inhibitors of Leishmania mexicana (Lmx)CLK1. LmxCLK2, a closely related paralog with an identical protein kinase domain, is also considered in our analysis. Genetic and pharmacological evidence indicates that simultaneous deletion or inhibition of both LmxCLK1/2 is lethal to the parasite. Using our newly developed assay, we screened a library of human kinase inhibitors and identified WZ8040, a third-generation EGFR inhibitor, as a potent LmxCLK1 ligand. WZ8040 demonstrated robust target engagement in both promastigotes and macrophage-internalized amastigotes, with an EC 50 value of 2.1 μM for amastigote killing and minimal toxicity to host macrophages. Biochemical assays confirmed that WZ8040 covalently binds and inhibits LmxCLK1, with mass spectrometry identifying Cys172 as the primary site of modification. Genetic validation using overexpression and knockout lines supports LmxCLK1 as the primary target of WZ8040. However, the retained activity of WZ8040 in mutant lines with the Cys172Ala substitution suggests that covalent binding is not essential for compound efficacy. Our findings highlight the utility of BRET-based assays for target validation in kinetoplastid parasites and underscore the potential of CLK1/2 as druggable kinases in Leishmania . This integrated approach provides a framework for accelerating the discovery of novel antileishmanial agents through target engagement-guided strategies.

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 score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.016
GPT teacher head0.282
Teacher spread0.266 · 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

Citations2
Published2025
Admission routes1
Has abstractyes

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