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: RIDA

Gene summary for RIDA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RIDA

Gene ID

10247

Gene namereactive intermediate imine deaminase A homolog
Gene AliasHRSP12
Cytomap8q22.2
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

A0A024R9H2


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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
10247RIDANAFLD1HumanLiverNAFLD7.90e-064.33e-01-0.04
10247RIDAHCC1_MengHumanLiverHCC4.58e-11-3.62e-010.0246
10247RIDAHCC2_MengHumanLiverHCC2.20e-10-3.62e-010.0107
10247RIDAcirrhotic1HumanLiverCirrhotic4.58e-11-3.62e-010.0202
10247RIDAcirrhotic2HumanLiverCirrhotic1.01e-10-3.62e-010.0201
10247RIDAcirrhotic3HumanLiverCirrhotic3.31e-05-3.62e-010.0215
10247RIDAHCC1HumanLiverHCC1.23e-022.65e+000.5336
10247RIDAHCC2HumanLiverHCC1.49e-193.03e+000.5341
10247RIDAPt13.aHumanLiverHCC2.09e-11-3.62e-010.021
10247RIDAPt13.bHumanLiverHCC3.70e-04-3.62e-010.0251
10247RIDAPt14.dHumanLiverHCC4.58e-11-3.62e-010.0143
10247RIDAS014HumanLiverHCC6.92e-249.31e-010.2254
10247RIDAS015HumanLiverHCC7.41e-261.45e+000.2375
10247RIDAS016HumanLiverHCC2.09e-299.50e-010.2243
10247RIDAS027HumanLiverHCC1.95e-071.28e+000.2446
10247RIDAS028HumanLiverHCC1.84e-261.40e+000.2503
10247RIDAS029HumanLiverHCC3.75e-341.86e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:190331321LiverHCCpositive regulation of mRNA metabolic process85/7958118/187237.10e-112.56e-0985
GO:00463952LiverHCCcarboxylic acid catabolic process149/7958236/187231.11e-103.87e-09149
GO:00905011LiverHCCRNA phosphodiester bond hydrolysis101/7958152/187231.99e-095.63e-08101
GO:19016052LiverHCCalpha-amino acid metabolic process124/7958195/187232.07e-095.79e-08124
GO:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
GO:005077921LiverHCCRNA destabilization63/795888/187232.99e-086.77e-0763
GO:006101421LiverHCCpositive regulation of mRNA catabolic process62/795887/187235.08e-081.09e-0662
GO:006115721LiverHCCmRNA destabilization60/795884/187237.28e-081.48e-0660
GO:0090305LiverHCCnucleic acid phosphodiester bond hydrolysis152/7958261/187231.90e-073.46e-06152
GO:00090632LiverHCCcellular amino acid catabolic process70/7958110/187236.12e-067.52e-0570
GO:0090502LiverHCCRNA phosphodiester bond hydrolysis, endonucleolytic52/795882/187231.06e-049.08e-0452
GO:00090692LiverHCCserine family amino acid metabolic process29/795840/187231.17e-049.87e-0429
GO:00090662LiverHCCaspartate family amino acid metabolic process34/795849/187231.28e-041.06e-0334
GO:003424921LiverHCCnegative regulation of cellular amide metabolic process144/7958273/187233.80e-042.61e-03144
GO:19016062LiverHCCalpha-amino acid catabolic process53/795887/187234.01e-042.71e-0353
GO:001714821LiverHCCnegative regulation of translation129/7958245/187238.14e-044.87e-03129
GO:00016553LiverHCCurogenital system development170/7958338/187232.15e-031.08e-02170
GO:00018222LiverHCCkidney development148/7958293/187233.25e-031.49e-02148
GO:00720012LiverHCCrenal system development152/7958302/187233.45e-031.56e-02152
GO:003032311LiverHCCrespiratory tube development95/7958181/187234.15e-031.81e-0295
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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
RIDASNVMissense_Mutationrs779193135c.359N>Ap.Arg120Glnp.R120QP52758protein_codingtolerated(0.23)benign(0.098)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RIDASNVMissense_Mutationc.59N>Tp.Pro20Leup.P20LP52758protein_codingdeleterious(0.02)probably_damaging(0.943)TCGA-AA-3662-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapycapecitabinePR
RIDASNVMissense_Mutationrs779193135c.359G>Ap.Arg120Glnp.R120QP52758protein_codingtolerated(0.23)benign(0.098)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
RIDASNVMissense_Mutationrs779193135c.359N>Ap.Arg120Glnp.R120QP52758protein_codingtolerated(0.23)benign(0.098)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RIDASNVMissense_Mutationc.212N>Ap.Cys71Tyrp.C71YP52758protein_codingtolerated(0.09)benign(0.122)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RIDASNVMissense_Mutationrs779193135c.359N>Ap.Arg120Glnp.R120QP52758protein_codingtolerated(0.23)benign(0.098)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RIDAdeletionFrame_Shift_Delnovelc.182delNp.Asn61ThrfsTer6p.N61Tfs*6P52758protein_codingTCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RIDASNVMissense_Mutationc.119N>Gp.Asp40Glyp.D40GP52758protein_codingdeleterious(0.01)possibly_damaging(0.724)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
RIDASNVMissense_Mutationnovelc.113N>Ap.Gly38Aspp.G38DP52758protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
RIDASNVMissense_Mutationnovelc.244N>Ap.Leu82Ilep.L82IP52758protein_codingdeleterious(0.01)probably_damaging(0.93)TCGA-EY-A1GI-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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