SL-Cloud: A Cloud-based resource to support synthetic lethal interaction discovery.
cancer dependency
cancer genomics
cloud computing
functional genomics
synthetic lethality
systems biology
Journal
F1000Research
ISSN: 2046-1402
Titre abrégé: F1000Res
Pays: England
ID NLM: 101594320
Informations de publication
Date de publication:
2022
2022
Historique:
accepted:
13
12
2022
entrez:
13
2
2023
pubmed:
14
2
2023
medline:
15
2
2023
Statut:
epublish
Résumé
Synthetic lethal interactions (SLIs), genetic interactions in which the simultaneous inactivation of two genes leads to a lethal phenotype, are promising targets for therapeutic intervention in cancer, as exemplified by the recent success of PARP inhibitors in treating BRCA1/2-deficient tumors. We present SL-Cloud, a new component of the Institute for Systems Biology Cancer Gateway in the Cloud (ISB-CGC), that provides an integrated framework of cloud-hosted data resources and curated workflows to enable facile prediction of SLIs. This resource addresses two main challenges related to SLI inference: the need to wrangle and preprocess large multi-omic datasets and the availability of multiple comparable prediction approaches. SL-Cloud enables customizable computational inference of SLIs and testing of prediction approaches across multiple datasets. We anticipate that cancer researchers will find utility in this tool for discovery of SLIs to support further investigation into potential drug targets for anticancer therapies.
Identifiants
pubmed: 36761837
doi: 10.12688/f1000research.110903.2
pmc: PMC9880341.2
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
493Subventions
Organisme : NCI NIH HHS
ID : U01 CA217883
Pays : United States
Organisme : NCI NIH HHS
ID : P01 CA077852
Pays : United States
Organisme : NCI NIH HHS
ID : HHSN261201400008C
Pays : United States
Organisme : NCI NIH HHS
ID : HHSN261201500003I
Pays : United States
Informations de copyright
Copyright: © 2022 Tercan B et al.
Déclaration de conflit d'intérêts
No competing interests were disclosed.