GOAL: show homologs, diseases, phenotypes, anatomy, pathways and interactions associated with a gene.

We demonstrate these associations which correspond to tabs from Monarch Initiative website that result from a search at the website for the human gene NCBIGene:8314.

Loading monarchr client library and libraries for displaying tables.

(DT is the datatables package which we use to display the results. knitr includes kable, another way to generate tables.)

library(monarchr)
library(DT)
library(knitr)
gene <- "NCBIGene:8314"

Get the homologs (paralogs, orthologs and homologs) to a gene.

Homologs of gene, displayed using DataTable.

homs <- bioentity_homologs(gene)
datatable(homs$homologs)

Get the diseases associated with a gene.

Diseases associated with gene, displayed using kable.

Note, the publications look clickable, but are not. This is a bug in the formatting. They are meant to be raw text.

dis <- bioentity_diseases_assoc_w_gene(gene)
kable(dis$diseases)
subject.taxon subject.id subject relation object object.id object.taxon evidence publications provided_by
Homo sapiens HGNC:950 BAP1 is marker for lipoma MONDO:0005106 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for leukemia (disease) MONDO:0005059 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for bone cancer MONDO:0002129 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for epithelioid and spindle cell nevus MONDO:0006749 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for testicular cancer MONDO:0005447 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for meningioma (disease) MONDO:0016642 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 has phenotype uveal melanoma MONDO:0006486 NA traceable author statement, imported manually asserted information used in automatic assertion PMID:25231345, PMID:26719535, PMID:21874000 ctd, orphanet
Homo sapiens HGNC:950 BAP1 is marker for malignant mesothelioma (disease) MONDO:0006292 NA traceable author statement PMID:25231345, PMID:26463840, PMID:29112861, PMID:26928227, PMID:24928783 ctd
Homo sapiens HGNC:950 BAP1 is marker for neuroendocrine carcinoma MONDO:0002120 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for lung adenocarcinoma MONDO:0005061 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for mesothelioma MONDO:0005065 NA traceable author statement PMID:26119930, PMID:26719535, PMID:21874000, PMID:21642991 ctd
Homo sapiens HGNC:950 BAP1 is marker for mucoepidermoid carcinoma MONDO:0003036 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for central nervous system cancer MONDO:0002714 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for kidney cancer MONDO:0002367 NA traceable author statement PMID:26719535 ctd
Homo sapiens HGNC:950 BAP1 is marker for colonic neoplasm MONDO:0005401 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for paraganglioma MONDO:0000448 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for renal cell carcinoma (disease) MONDO:0005086 NA traceable author statement PMID:25231345, PMID:23797736, PMID:22683710, PMID:22138691 ctd
Homo sapiens HGNC:950 BAP1 is marker for pancreatic neoplasm MONDO:0021040 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 likely_pathogenic_for_condition BAP1-related tumor predisposition syndrome MONDO:0013692 NA imported manually asserted information used in automatic assertion, sequencing assay evidence PMID:21941004, PMID:23684012, PMID:21874000, PMID:21874003 omim, ctd, orphanet, clinvar
Homo sapiens HGNC:950 BAP1 is marker for gastric neoplasm MONDO:0021085 NA traceable author statement PMID:25231345, PMID:26719535 ctd
Homo sapiens HGNC:950 BAP1 contributes to familial melanoma MONDO:0018961 NA imported manually asserted information used in automatic assertion NA orphanet
Homo sapiens HGNC:950 BAP1 is marker for cholangiocarcinoma MONDO:0019087 NA traceable author statement PMID:25231345, PMID:24185509 ctd
Homo sapiens HGNC:950 BAP1 is marker for ovarian cancer MONDO:0008170 NA traceable author statement PMID:25231345 ctd
Homo sapiens HGNC:950 BAP1 is marker for nasopharyngeal carcinoma MONDO:0015459 NA traceable author statement PMID:24952746 ctd
Homo sapiens HGNC:950 BAP1 is marker for uterine cancer MONDO:0002715 NA traceable author statement PMID:25231345 ctd

Get the phenotypes associated with a gene.

Phenotypes associated with gene, displayed using kable.

Note, the publications look clickable, but are not. This is a bug in the formatting. They are meant to be raw text.

phe <- bioentity_phenotypes_assoc_w_gene(gene)
kable(head(phe$phenotypes))
subject.taxon subject.id subject relation object object.id object.taxon evidence publications provided_by
Homo sapiens HGNC:950 BAP1 has phenotype Metamorphopsia HP:0012508 NA traceable author statement used in manual assertion, imported manually asserted information used in automatic assertion NA hpoa, orphanet
Homo sapiens HGNC:950 BAP1 has phenotype Zonular cataract HP:0010920 NA traceable author statement used in manual assertion, imported manually asserted information used in automatic assertion NA hpoa, orphanet
Homo sapiens HGNC:950 BAP1 has phenotype Intraocular melanoma HP:0007716 NA evidence used in automatic assertion, imported manually asserted information used in automatic assertion, sequencing assay evidence PMID:21941004, PMID:23684012, PMID:21874000, PMID:21874003 omim, hpoa, orphanet, clinvar
Homo sapiens HGNC:950 BAP1 has phenotype Mydriasis HP:0011499 NA traceable author statement used in manual assertion, imported manually asserted information used in automatic assertion NA hpoa, orphanet
Homo sapiens HGNC:950 BAP1 has phenotype Choroidal melanoma HP:0012054 NA traceable author statement used in manual assertion, imported manually asserted information used in automatic assertion NA hpoa, orphanet
Homo sapiens HGNC:950 BAP1 has phenotype Ocular pain HP:0200026 NA traceable author statement used in manual assertion, imported manually asserted information used in automatic assertion NA hpoa, orphanet

Get the anatomy associated with a gene.

Anatomy associated with gene, displayed using kable.

Molecularly defined by expression data?

anat <- bioentity_exp_anatomy_assoc_w_gene(gene)
kable(head(anat$anatomy))
subject.taxon subject.id subject relation object object.id object.taxon evidence publications provided_by
Homo sapiens HGNC:950 BAP1 expressed in vastus lateralis UBERON:0001379 NA NA NA bgee
Homo sapiens HGNC:950 BAP1 expressed in central nervous system UBERON:0001017 NA NA NA bgee
Homo sapiens HGNC:950 BAP1 expressed in nucleus accumbens UBERON:0001882 NA NA NA bgee
Homo sapiens HGNC:950 BAP1 expressed in layer of synovial tissue UBERON:0007616 NA NA NA bgee
Homo sapiens HGNC:950 BAP1 expressed in paraflocculus UBERON:0005351 NA NA NA bgee
Homo sapiens HGNC:950 BAP1 expressed in Brodmann (1909) area 46 UBERON:0006483 NA NA NA bgee

Get the pathways associated with a gene.

Pathways associated with gene, displayed using kable.

pth <- bioentity_pathways_assoc_w_gene(gene)
kable(pth$pathways)
subject.taxon subject.id subject relation object object.id object.taxon evidence publications provided_by
Homo sapiens HGNC:950 BAP1 involved in UCH proteinases REACT:R-HSA-5689603 NA traceable author statement used in manual assertion NA ctd, reactome
Homo sapiens HGNC:950 BAP1 involved in Post-translational protein modification REACT:R-HSA-597592 NA NA NA ctd
Homo sapiens HGNC:950 BAP1 involved in Recruitment and ATM-mediated phosphorylation of repair and signaling proteins at DNA double strand breaks REACT:R-HSA-5693565 NA traceable author statement used in manual assertion NA ctd, reactome
Homo sapiens HGNC:950 BAP1 involved in Deubiquitination REACT:R-HSA-5688426 NA NA NA ctd
Homo sapiens HGNC:950 BAP1 involved in Metabolism of proteins REACT:R-HSA-392499 NA NA NA ctd
Homo sapiens HGNC:950 BAP1 involved in DNA Repair REACT:R-HSA-73894 NA NA NA ctd
Homo sapiens HGNC:950 BAP1 involved in DNA Double Strand Break Response REACT:R-HSA-5693606 NA NA NA ctd
Homo sapiens HGNC:950 BAP1 involved in DNA Double-Strand Break Repair REACT:R-HSA-5693532 NA NA NA ctd

Get the interactions associated with a gene.

Interactions associated with gene, displayed using kable.

Note, the publications look clickable, but are not. This is a bug in the formatting. They are meant to be raw text.

intx <- bioentity_interactions_assoc_w_gene(gene)
kable(head(intx$interactions))
subject.taxon subject.id subject relation object object.id object.taxon evidence publications provided_by
Homo sapiens HGNC:950 BAP1 interacts with IPO4 HGNC:19426 Homo sapiens affinity chromatography evidence PMID:19615732 biogrid
Homo sapiens HGNC:950 BAP1 interacts with USP28 HGNC:12625 Homo sapiens enzyme assay evidence PMID:22626734 biogrid
Homo sapiens HGNC:950 BAP1 interacts with MAP3K1 HGNC:6848 Homo sapiens enzyme assay evidence PMID:25260751 biogrid
Homo sapiens HGNC:950 BAP1 interacts with XRCC3 HGNC:12830 Homo sapiens yeast 2-hybrid evidence PMID:25640309 biogrid
Homo sapiens HGNC:950 BAP1 interacts with PSMB2 HGNC:9539 Homo sapiens NA NA string
Homo sapiens HGNC:950 BAP1 interacts with AHCYL2 HGNC:22204 Homo sapiens affinity chromatography evidence PMID:19615732 biogrid