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Record W4392906489 · doi:10.1021/acs.jmedchem.3c02308

Discovery of Conformationally Constrained ALK2 Inhibitors

2024· article· en· W4392906489 on OpenAlexafffund
Héctor González-Álvarez, Deeba Ensan, Tao Xin, Jong Fu Wong, Carlos Zepeda‐Velázquez, Julien Cros, Melissa N. Sweeney, Laurent Hoffer, Taira Kiyota, Brian J. Wilson, Ahmed Aman, Owen G Roberts, Methvin Isaac, Alex N. Bullock, David Smil, Rima Al‐awar

Bibliographic record

VenueJournal of Medicinal Chemistry · 2024
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsCanada Research ChairsUniversity of TorontoOntario Institute for Cancer ResearchUniversity of New Brunswick
FundersStructural Genomics ConsortiumEshelman Institute for Innovation, University of North Carolina at Chapel HillHorizon 2020 Framework ProgrammeAbbVieEuropean CommissionNovartis PharmaKungliga Tekniska HögskolanCanada Foundation for InnovationOntario Genomics InstituteGovernment of OntarioOntario GenomicsConsejo Nacional de Ciencia y TecnologíaWellcome TrustFundação de Amparo à Pesquisa do Estado de São PauloDiamond Light SourceGenome CanadaEuropean Federation of Pharmaceutical Industries and AssociationsTakeda Pharmaceutical CompanyJanssen PharmaceuticalsMerck KGaAMerckBayerPfizerMcGill UniversityBoehringer Ingelheim
KeywordsChemistryChemical spaceAmine gas treatingDrug discoveryIn vivoPharmacokineticsPotencyScaffoldCombinatorial chemistryPharmacologyComputational biologyEtherStereochemistryBiochemistryIn vitroBiomedical engineeringOrganic chemistryBiotechnologyMedicine

Abstract

fetched live from OpenAlex

High Resolution Image Download MS PowerPoint Slide Despite decades of research on new diffuse intrinsic pontine glioma (DIPG) treatments, little or no progress has been made on improving patient outcomes. In this work, we explored novel scaffold modifications of M4K2009, a 3,5-diphenylpyridine ALK2 inhibitor previously reported by our group. Here we disclose the design, synthesis, and evaluation of a first-in-class set of 5- to 7-membered ether-linked and 7-membered amine-linked constrained inhibitors of ALK2. This rigidification strategy led us to the discovery of the ether-linked inhibitors M4K2308 and M4K2281 and the amine-linked inhibitors M4K2304 and M4K2306, each with superior potency against ALK2. Notably, M4K2304 and M4K2306 exhibit exceptional selectivity for ALK2 over ALK5, surpassing the reference compound. Preliminary studies on their in vivo pharmacokinetics, including blood–brain barrier penetration, revealed that these constrained scaffolds have favorable exposure and do open a novel chemical space for further optimization and future evaluation in orthotopic models of DIPG.

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 score0.004
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.009
GPT teacher head0.267
Teacher spread0.258 · 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

Citations6
Published2024
Admission routes2
Has abstractyes

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