Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: RITA1

Gene summary for RITA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RITA1

Gene ID

84934

Gene nameRBPJ interacting and tubulin associated 1
Gene AliasC12orf52
Cytomap12q24.13
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q96K30


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
84934RITA1LZE4THumanEsophagusESCC1.70e-031.00e-010.0811
84934RITA1LZE7THumanEsophagusESCC1.62e-042.18e-010.0667
84934RITA1LZE8THumanEsophagusESCC9.77e-062.13e-010.067
84934RITA1LZE24THumanEsophagusESCC8.18e-153.48e-010.0596
84934RITA1P1T-EHumanEsophagusESCC7.11e-041.73e-010.0875
84934RITA1P2T-EHumanEsophagusESCC2.78e-385.98e-010.1177
84934RITA1P4T-EHumanEsophagusESCC1.78e-102.30e-010.1323
84934RITA1P5T-EHumanEsophagusESCC7.31e-142.39e-010.1327
84934RITA1P8T-EHumanEsophagusESCC2.86e-202.84e-010.0889
84934RITA1P9T-EHumanEsophagusESCC1.08e-071.45e-010.1131
84934RITA1P10T-EHumanEsophagusESCC3.60e-132.07e-010.116
84934RITA1P11T-EHumanEsophagusESCC6.27e-124.35e-010.1426
84934RITA1P12T-EHumanEsophagusESCC2.93e-152.12e-010.1122
84934RITA1P15T-EHumanEsophagusESCC1.55e-173.10e-010.1149
84934RITA1P16T-EHumanEsophagusESCC7.52e-233.42e-010.1153
84934RITA1P17T-EHumanEsophagusESCC8.50e-051.76e-010.1278
84934RITA1P19T-EHumanEsophagusESCC2.95e-084.88e-010.1662
84934RITA1P20T-EHumanEsophagusESCC8.21e-214.02e-010.1124
84934RITA1P21T-EHumanEsophagusESCC1.47e-356.19e-010.1617
84934RITA1P22T-EHumanEsophagusESCC5.17e-273.93e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:0051168110EsophagusESCCnuclear export126/8552154/187231.88e-202.65e-18126
GO:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:0045746EsophagusESCCnegative regulation of Notch signaling pathway28/855236/187238.62e-056.22e-0428
GO:00085935EsophagusESCCregulation of Notch signaling pathway59/855295/187239.12e-044.65e-0359
GO:000691312LiverCirrhoticnucleocytoplasmic transport118/4634301/187231.71e-086.27e-07118
GO:005116912LiverCirrhoticnuclear transport118/4634301/187231.71e-086.27e-07118
GO:005116812LiverCirrhoticnuclear export67/4634154/187232.57e-076.41e-0667
GO:000691322LiverHCCnucleocytoplasmic transport208/7958301/187235.51e-218.12e-19208
GO:005116922LiverHCCnuclear transport208/7958301/187235.51e-218.12e-19208
GO:005116822LiverHCCnuclear export113/7958154/187236.30e-154.39e-13113
GO:000691317Oral cavityOSCCnucleocytoplasmic transport204/7305301/187232.65e-246.98e-22204
GO:005116917Oral cavityOSCCnuclear transport204/7305301/187232.65e-246.98e-22204
GO:005116817Oral cavityOSCCnuclear export112/7305154/187231.70e-171.56e-15112
GO:00072196Oral cavityOSCCNotch signaling pathway92/7305172/187237.84e-056.08e-0492
GO:00085934Oral cavityOSCCregulation of Notch signaling pathway53/730595/187236.64e-043.72e-0353
GO:000691324SkincSCCnucleocytoplasmic transport162/4864301/187234.20e-251.10e-22162
GO:005116924SkincSCCnuclear transport162/4864301/187234.20e-251.10e-22162
GO:0051168111SkincSCCnuclear export91/4864154/187233.33e-184.18e-1691
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
RITA1SNVMissense_Mutationrs767217662c.268N>Ap.Val90Metp.V90MQ96K30protein_codingtolerated(0.09)benign(0.082)TCGA-EK-A2RC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RITA1SNVMissense_Mutationrs368110690c.455G>Ap.Arg152Glnp.R152QQ96K30protein_codingtolerated(0.29)benign(0.199)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RITA1SNVMissense_Mutationrs773378868c.805N>Tp.Arg269Cysp.R269CQ96K30protein_codingtolerated(0.27)benign(0.001)TCGA-AG-3885-01Colorectumrectum adenocarcinomaFemale>=65III/IVAncillaryzoledronicSD
RITA1SNVMissense_Mutationc.876N>Tp.Trp292Cysp.W292CQ96K30protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RITA1SNVMissense_Mutationrs76765925c.667N>Cp.Ser223Prop.S223PQ96K30protein_codingdeleterious(0)probably_damaging(0.92)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RITA1deletionFrame_Shift_Delnovelc.469delGp.Asp157MetfsTer62p.D157Mfs*62Q96K30protein_codingTCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RITA1SNVMissense_Mutationrs367637594c.209N>Ap.Arg70Glnp.R70QQ96K30protein_codingtolerated(0.17)benign(0.03)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
RITA1SNVMissense_Mutationrs777149039c.658N>Tp.Arg220Trpp.R220WQ96K30protein_codingdeleterious(0.01)possibly_damaging(0.796)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
RITA1SNVMissense_Mutationrs538504098c.806N>Ap.Arg269Hisp.R269HQ96K30protein_codingtolerated(0.77)benign(0)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
RITA1SNVMissense_Mutationnovelc.59N>Tp.Gly20Valp.G20VQ96K30protein_codingtolerated_low_confidence(0.34)benign(0.375)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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