SynAI: an AI-driven cancer drugs synergism prediction platform.


Journal

Bioinformatics advances
ISSN: 2635-0041
Titre abrégé: Bioinform Adv
Pays: England
ID NLM: 9918282081306676

Informations de publication

Date de publication:
2023
Historique:
received: 31 07 2023
revised: 13 10 2023
accepted: 08 11 2023
medline: 29 11 2023
pubmed: 29 11 2023
entrez: 29 11 2023
Statut: epublish

Résumé

The SynAI solution is a flexible AI-driven drug synergism prediction solution aiming to discover potential therapeutic value of compounds in early stage. Rather than providing a finite choice of drug combination or cell lines, SynAI is capable of predicting potential drug synergism/antagonism using The evaluation version of SynAI is freely accessible online at https://synai.crownbio.com.

Identifiants

pubmed: 38023331
doi: 10.1093/bioadv/vbad160
pii: vbad160
pmc: PMC10660295
doi:

Types de publication

Journal Article

Langues

eng

Pagination

vbad160

Informations de copyright

© The Author(s) 2023. Published by Oxford University Press.

Déclaration de conflit d'intérêts

None declared.

Références

Cancer Cell. 2020 Nov 9;38(5):672-684.e6
pubmed: 33096023
J Cheminform. 2020 Jun 12;12(1):43
pubmed: 33431010
Cancer Res. 2017 Jul 1;77(13):3564-3576
pubmed: 28446463
Nucleic Acids Res. 2020 Jan 8;48(D1):D871-D881
pubmed: 31665429
Chem Sci. 2017 Oct 31;9(2):513-530
pubmed: 29629118
Bioinformatics. 2016 Dec 15;32(24):3782-3789
pubmed: 27540269
Bioinformatics. 2018 May 1;34(9):1538-1546
pubmed: 29253077
Brief Bioinform. 2022 Jan 17;23(1):
pubmed: 34571534
Nature. 2022 Mar;603(7899):166-173
pubmed: 35197630
Front Chem. 2019 Jul 16;7:509
pubmed: 31380352
NPJ Syst Biol Appl. 2020 Jun 2;6(1):16
pubmed: 32487991
Nucleic Acids Res. 2023 Jan 6;51(D1):D1373-D1380
pubmed: 36305812

Auteurs

Kuan Yan (K)

Data Science and Bioinformatics, Crown Bioscience, Suzhou, Jiangsu Province 215000, P.R. China.

Runjun Jia (R)

Data Science and Bioinformatics, Crown Bioscience, Suzhou, Jiangsu Province 215000, P.R. China.

Sheng Guo (S)

Data Science and Bioinformatics, Crown Bioscience, Suzhou, Jiangsu Province 215000, P.R. China.

Classifications MeSH