Evidence map›Paper›PMID 37350740›Full record

ArticleJournal of chemical information and modeling2023

Discovery of a Novel DCAF1 Ligand Using a Drug-Target Interaction Prediction Model: Generalizing Machine Learning to New Drug Targets.

Serah W Kimani, Julie Owen, Stuart R Green, Fengling Li, Yanjun Li, Aiping Dong, Peter J Brown, Suzanne Ackloo, David Kuter, Cindy Yang and 6 more

Open access · greenAbstract read
In one paragraph

Article in Journal of chemical information and modeling, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
4.0field-weighted citation impact, top 6% of its field
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

12 citing papers in PubMed, 26 citations in OpenAlex.

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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

16 authors at 2 institutions in 1 country.

Serah W KimaniStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.
Julie OwenRecursion Pharmaceuticals Inc., Toronto, Ontario M5V 2A2, Canada.
Stuart R GreenStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.ORCID 0000-0002-2960-9683
Fengling LiStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.
Yanjun LiStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.
Aiping DongStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.
Peter J BrownStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.ORCID 0000-0002-8454-0367
Suzanne AcklooStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.ORCID 0000-0002-9696-1839
David KuterRecursion Pharmaceuticals Inc., Toronto, Ontario M5V 2A2, Canada.ORCID 0000-0001-5393-6337
Cindy YangRecursion Pharmaceuticals Inc., Toronto, Ontario M5V 2A2, Canada.
Miranda MacAskillRecursion Pharmaceuticals Inc., Toronto, Ontario M5V 2A2, Canada.
Stephen Scott MacKinnonRecursion Pharmaceuticals Inc., Toronto, Ontario M5V 2A2, Canada.
Cheryl H ArrowsmithStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.ORCID 0000-0002-4971-3250
Matthieu SchapiraStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.ORCID 0000-0002-1047-3309
Vijay ShahaniRecursion Pharmaceuticals Inc., Toronto, Ontario M5V 2A2, Canada.
Levon HalabelianStructural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.ORCID 0000-0003-4361-3619
University of Toronto · CAUniversity Health Network · CA

Funding

User Training and OutreachP30GM124165 · NIGMS · CORNELL UNIVERSITY · PI MALCOLM S. CAPEL · 2018 to 2026
$34.2M
NIGMS NIH HHS P30 GM124165
6 · The paper itself

Abstract

DCAF1 functions as a substrate recruitment subunit for the RING-type CRL4

Indexed as

Artificial IntelligenceCarrier ProteinsLigandsMachine LearningUbiquitin-Protein LigasesCarrier ProteinsLigandsUbiquitin-Protein Ligases

Identifiers

PMID37350740
PMCPMC10337664
OpenAlexW4381716077

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.