The Signaling Pathways Project, an integrated 'omics knowledgebase for mammalian cellular signaling pathways.


Journal

Scientific data
ISSN: 2052-4463
Titre abrégé: Sci Data
Pays: England
ID NLM: 101640192

Informations de publication

Date de publication:
31 10 2019
Historique:
received: 22 02 2019
accepted: 11 09 2019
entrez: 2 11 2019
pubmed: 2 11 2019
medline: 28 8 2020
Statut: epublish

Résumé

Mining of integrated public transcriptomic and ChIP-Seq (cistromic) datasets can illuminate functions of mammalian cellular signaling pathways not yet explored in the research literature. Here, we designed a web knowledgebase, the Signaling Pathways Project (SPP), which incorporates community classifications of signaling pathway nodes (receptors, enzymes, transcription factors and co-nodes) and their cognate bioactive small molecules. We then mapped over 10,000 public transcriptomic or cistromic experiments to their pathway node or biosample of study. To enable prediction of pathway node-gene target transcriptional regulatory relationships through SPP, we generated consensus 'omics signatures, or consensomes, which ranked genes based on measures of their significant differential expression or promoter occupancy across transcriptomic or cistromic experiments mapped to a specific node family. Consensomes were validated using alignment with canonical literature knowledge, gene target-level integration of transcriptomic and cistromic data points, and in bench experiments confirming previously uncharacterized node-gene target regulatory relationships. To expose the SPP knowledgebase to researchers, a web browser interface was designed that accommodates numerous routine data mining strategies. SPP is freely accessible at https://www.signalingpathways.org .

Identifiants

pubmed: 31672983
doi: 10.1038/s41597-019-0193-4
pii: 10.1038/s41597-019-0193-4
pmc: PMC6823428
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

252

Subventions

Organisme : NIDDK NIH HHS
ID : U24 DK097771
Pays : United States
Organisme : U.S. Department of Health & Human Services | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (National Institute of Diabetes & Digestive & Kidney Diseases)
ID : DK105126
Pays : International
Organisme : NIDDK NIH HHS
ID : R01 DK095686
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK107535
Pays : United States
Organisme : U.S. Department of Health & Human Services | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (National Institute of Diabetes & Digestive & Kidney Diseases)
ID : DK107535
Pays : International
Organisme : NIDDK NIH HHS
ID : P30 DK020572
Pays : United States
Organisme : U.S. Department of Health & Human Services | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (National Institute of Diabetes & Digestive & Kidney Diseases)
ID : DK115900
Pays : International
Organisme : U.S. Department of Health & Human Services | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (National Institute of Diabetes & Digestive & Kidney Diseases)
ID : DK48807
Pays : International
Organisme : Cancer Prevention and Research Institute of Texas (Cancer Prevention Research Institute of Texas)
ID : RP150578
Pays : International
Organisme : NIDDK NIH HHS
ID : R01 DK105126
Pays : United States

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Auteurs

Scott A Ochsner (SA)

Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, 77030, USA.

David Abraham (D)

Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, 77030, USA.

Kirt Martin (K)

Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, 77030, USA.

Wei Ding (W)

Duncan NCI Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, 77030, USA.

Apollo McOwiti (A)

Duncan NCI Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, 77030, USA.

Wasula Kankanamge (W)

Duncan NCI Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, 77030, USA.

Zichen Wang (Z)

Icahn School of Medicine, Mount Sinai University, New York, NY, 10029, USA.

Kaitlyn Andreano (K)

Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, 27710, USA.

Ross A Hamilton (RA)

Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, 77030, USA.

Yue Chen (Y)

Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, 77030, USA.

Angelica Hamilton (A)

Diabetes & Metabolism Research Institute, City of Hope, Duarte, CA, 91010, USA.

Marin L Gantner (ML)

Department of Chemical Physiology, Scripps Research Institute, La Jolla, CA, 92037, USA.

Michael Dehart (M)

Duncan NCI Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, 77030, USA.

Shijing Qu (S)

Duncan NCI Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, 77030, USA.

Susan G Hilsenbeck (SG)

Duncan NCI Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, 77030, USA.

Lauren B Becnel (LB)

Duncan NCI Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas, 77030, USA.

Dave Bridges (D)

University of Michigan School of Public Health, Ann Arbor, MI, 48109, USA.

Avi Ma'ayan (A)

Icahn School of Medicine, Mount Sinai University, New York, NY, 10029, USA.

Janice M Huss (JM)

Diabetes & Metabolism Research Institute, City of Hope, Duarte, CA, 91010, USA.

Fabio Stossi (F)

Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, 77030, USA.

Charles E Foulds (CE)

Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, 77030, USA.

Anastasia Kralli (A)

Department of Chemical Physiology, Scripps Research Institute, La Jolla, CA, 92037, USA.

Donald P McDonnell (DP)

Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, 27710, USA.

Neil J McKenna (NJ)

Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, 77030, USA. nmckenna@bcm.edu.

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Classifications MeSH