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: RIC1

Gene summary for RIC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RIC1

Gene ID

57589

Gene nameRIC1 homolog, RAB6A GEF complex partner 1
Gene AliasCATIFA
Cytomap9p24.1
Gene Typeprotein-coding
GO ID

GO:0003330

UniProtAcc

Q4ADV7


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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
57589RIC1CCI_1HumanCervixCC4.55e-131.04e+000.528
57589RIC1CCI_2HumanCervixCC6.32e-161.63e+000.5249
57589RIC1CCI_3HumanCervixCC1.57e-075.96e-010.516
57589RIC1HTA11_3410_2000001011HumanColorectumAD4.76e-09-4.06e-010.0155
57589RIC1HTA11_696_2000001011HumanColorectumAD4.42e-04-2.98e-01-0.1464
57589RIC1HTA11_866_2000001011HumanColorectumAD6.01e-05-3.25e-01-0.1001
57589RIC1HTA11_866_3004761011HumanColorectumAD2.87e-04-3.66e-010.096
57589RIC1HTA11_7696_3000711011HumanColorectumAD3.77e-09-3.83e-010.0674
57589RIC1HTA11_99999970781_79442HumanColorectumMSS1.39e-05-3.12e-010.294
57589RIC1HTA11_99999971662_82457HumanColorectumMSS2.35e-03-2.64e-010.3859
57589RIC1HTA11_99999973899_84307HumanColorectumMSS2.52e-03-5.04e-010.2585
57589RIC1HTA11_99999974143_84620HumanColorectumMSS8.57e-13-4.42e-010.3005
57589RIC1A001-C-207HumanColorectumFAP9.67e-03-2.40e-010.1278
57589RIC1A015-C-203HumanColorectumFAP1.96e-19-3.79e-01-0.1294
57589RIC1A015-C-204HumanColorectumFAP3.22e-04-2.28e-01-0.0228
57589RIC1A014-C-040HumanColorectumFAP2.69e-03-4.05e-01-0.1184
57589RIC1A002-C-201HumanColorectumFAP1.37e-08-2.36e-010.0324
57589RIC1A002-C-203HumanColorectumFAP8.71e-03-1.58e-010.2786
57589RIC1A001-C-119HumanColorectumFAP4.83e-05-3.84e-01-0.1557
57589RIC1A001-C-108HumanColorectumFAP9.15e-16-3.60e-01-0.0272
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
∗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:004217610CervixCCregulation of protein catabolic process104/2311391/187239.39e-159.36e-12104
GO:190336210CervixCCregulation of cellular protein catabolic process72/2311255/187235.98e-122.10e-0972
GO:00430877CervixCCregulation of GTPase activity79/2311348/187234.21e-082.60e-0679
GO:003133010CervixCCnegative regulation of cellular catabolic process63/2311262/187231.10e-075.68e-0663
GO:000989510CervixCCnegative regulation of catabolic process69/2311320/187232.15e-066.55e-0569
GO:19033639CervixCCnegative regulation of cellular protein catabolic process24/231175/187236.43e-061.55e-0424
GO:00435476CervixCCpositive regulation of GTPase activity53/2311255/187238.72e-051.16e-0353
GO:004217710CervixCCnegative regulation of protein catabolic process30/2311121/187231.23e-041.53e-0330
GO:00161977CervixCCendosomal transport48/2311230/187231.65e-041.97e-0348
GO:1903053CervixCCregulation of extracellular matrix organization14/231148/187231.48e-031.15e-0214
GO:00164827CervixCCcytosolic transport33/2311168/187234.43e-032.70e-0233
GO:0030198CervixCCextracellular matrix organization52/2311301/187237.43e-033.98e-0252
GO:0043062CervixCCextracellular structure organization52/2311302/187237.92e-034.17e-0252
GO:0045229CervixCCexternal encapsulating structure organization52/2311304/187239.00e-034.57e-0252
GO:0042176ColorectumADregulation of protein catabolic process160/3918391/187231.06e-197.34e-17160
GO:1903362ColorectumADregulation of cellular protein catabolic process109/3918255/187232.14e-156.08e-13109
GO:0009895ColorectumADnegative regulation of catabolic process124/3918320/187231.66e-133.35e-11124
GO:0031330ColorectumADnegative regulation of cellular catabolic process104/3918262/187232.66e-123.96e-10104
GO:0016197ColorectumADendosomal transport90/3918230/187231.88e-101.73e-0890
GO:0042177ColorectumADnegative regulation of protein catabolic process55/3918121/187231.19e-098.85e-0855
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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
RIC1SNVMissense_Mutationc.2884C>Gp.Leu962Valp.L962VQ4ADV7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RIC1SNVMissense_Mutationc.3255N>Tp.Gln1085Hisp.Q1085HQ4ADV7protein_codingtolerated(0.45)benign(0.011)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
RIC1SNVMissense_Mutationc.2816N>Tp.Ala939Valp.A939VQ4ADV7protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
RIC1SNVMissense_Mutationc.2822N>Tp.Ser941Phep.S941FQ4ADV7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
RIC1SNVMissense_Mutationc.2875N>Ap.Ala959Thrp.A959TQ4ADV7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RIC1SNVMissense_Mutationnovelc.1097G>Tp.Ser366Ilep.S366IQ4ADV7protein_codingtolerated(0.06)benign(0.028)TCGA-AC-A8OR-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RIC1SNVMissense_Mutationc.3750G>Tp.Met1250Ilep.M1250IQ4ADV7protein_codingtolerated(0.1)benign(0.015)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RIC1SNVMissense_Mutationc.2140G>Cp.Ala714Prop.A714PQ4ADV7protein_codingdeleterious(0)probably_damaging(0.992)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
RIC1SNVMissense_Mutationnovelc.2399C>Tp.Ser800Phep.S800FQ4ADV7protein_codingdeleterious(0.02)benign(0.005)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RIC1SNVMissense_Mutationrs374147809c.3885N>Cp.Gln1295Hisp.Q1295HQ4ADV7protein_codingdeleterious(0.01)possibly_damaging(0.862)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
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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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