Evidence mapPaperPMID 41896327Full record

ArticleCommunications biology2026

Chemical programming of kinase inhibitors in a modular chemputer-based system.

Hammed A Badmos, Petrisor-Alin Pirvan, Elena Klimareva, Leroy Cronin, Ross Cagan

Abstract read
In one paragraph

Article in Communications biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Hammed A Badmos *School of Cancer Sciences, the University of Glasgow, Glasgow, UK.ORCID http://orcid.org/0000-0002-1607-4691
Petrisor-Alin Pirvan *School of Chemistry, the University of Glasgow, University Avenue, Glasgow, UK.
Elena KlimarevaSchool of Chemistry, the University of Glasgow, University Avenue, Glasgow, UK.
Leroy CroninSchool of Chemistry, the University of Glasgow, University Avenue, Glasgow, UK.ORCID http://orcid.org/0000-0001-8035-5757
Ross CaganSchool of Cancer Sciences, the University of Glasgow, Glasgow, UK. ross.cagan@glasgow.ac.uk.ORCID http://orcid.org/0000-0001-5297-450X

Funding

Bill and Melinda Gates Foundation (Bill & Melinda Gates Foundation) INV-058957Cancer Research UK (CRUK) CTRQQR-2021\100006EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 670467 SMART-POMRCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/S019472/1, EP/W001918/1, EP/R01308X/1, EP/S030603/1, EP/S017046/1Royal Society Wolfson FellowshipTenovus S23-01United States Department of Defense | Defense Advanced Research Projects Agency (DARPA) W911NF-18-2-0036, W911NF-17-1-0316, HR001119S0003U.S. Department of Health & Human Services | National Institutes of Health (NIH) 1UG3TR004136-01, R01CA258736
6 · The paper itself

Abstract

Manual synthesis of small molecules can represent a rate-limiting step in medicinal chemistry. This study describes the application of an automated, modular synthesis platform ('Chemputer') to a drug discovery project targeting a model of KRAS-mutant colorectal cancer (K-CRC). A 4-anilinoquinazoline-based compound library was synthesized using automated and digitized protocols for nucleophilic aromatic substitution (SnAr) and Suzuki cross-coupling reactions. Chemical synthesis is guided by phenotypic screening of a transgenic Drosophila line engineered to model the genetic profile of a patient's K-CRC tumour. This integrated system enables iterative synthesis and screening cycles. An initial run identified the hit compound AP2-83, which strongly improves animal survival. Kinase profiling and genetic validation find that AP2-83 activity is mediated in part through inhibition of CLK1 and PI3K. A subsequent optimisation effort, informed by these results, produced AP4-43. AP4-43 demonstrates increased efficacy in the Drosophila model and greater potency than regorafenib in a mammalian CRC organoid growth assay. Functional analysis indicates AP4-43 acts as a multi-kinase inhibitor, with its enhanced activity associated with the inhibition of a network including CLK1 and NEK4. This work demonstrates the utility of a digital synthesis platform for generating and optimising lead compounds in a complex, preclinical drug discovery context.

Indexed as

Colorectal NeoplasmsDrug DiscoveryProtein Kinase InhibitorsAnimalsAnimals, Genetically ModifiedDrosophilaHumansProto-Oncogene Proteins p21(ras)Protein Kinase InhibitorsProto-Oncogene Proteins p21(ras)

Identifiers

PMID41896327
PMCPMC13315788

What Socratic holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.