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: RIT1

Gene summary for RIT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RIT1

Gene ID

6016

Gene nameRas like without CAAX 1
Gene AliasNS8
Cytomap1q22
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q92963


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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
6016RIT1LZE2THumanEsophagusESCC8.53e-061.06e+000.082
6016RIT1LZE4THumanEsophagusESCC4.70e-311.04e+000.0811
6016RIT1LZE7THumanEsophagusESCC9.71e-106.36e-010.0667
6016RIT1LZE20THumanEsophagusESCC3.51e-032.06e-010.0662
6016RIT1LZE22THumanEsophagusESCC9.75e-073.65e-010.068
6016RIT1LZE24THumanEsophagusESCC6.92e-112.61e-010.0596
6016RIT1LZE21THumanEsophagusESCC6.03e-053.53e-010.0655
6016RIT1LZE6THumanEsophagusESCC1.09e-072.50e-010.0845
6016RIT1P1T-EHumanEsophagusESCC6.61e-032.55e-010.0875
6016RIT1P2T-EHumanEsophagusESCC7.98e-192.59e-010.1177
6016RIT1P4T-EHumanEsophagusESCC7.64e-296.53e-010.1323
6016RIT1P5T-EHumanEsophagusESCC1.26e-174.04e-010.1327
6016RIT1P8T-EHumanEsophagusESCC3.12e-122.46e-010.0889
6016RIT1P9T-EHumanEsophagusESCC1.15e-408.20e-010.1131
6016RIT1P10T-EHumanEsophagusESCC1.70e-162.67e-010.116
6016RIT1P11T-EHumanEsophagusESCC4.48e-155.77e-010.1426
6016RIT1P12T-EHumanEsophagusESCC7.65e-102.84e-010.1122
6016RIT1P15T-EHumanEsophagusESCC1.77e-388.86e-010.1149
6016RIT1P16T-EHumanEsophagusESCC3.41e-112.29e-010.1153
6016RIT1P17T-EHumanEsophagusESCC2.44e-043.53e-010.1278
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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
∗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:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:014005313EsophagusESCCmitochondrial gene expression93/8552108/187231.96e-182.03e-1693
GO:00080333EsophagusESCCtRNA processing92/8552127/187237.83e-101.93e-0892
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:000716320EsophagusESCCestablishment or maintenance of cell polarity143/8552218/187232.05e-094.65e-08143
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:003001018EsophagusESCCestablishment of cell polarity96/8552143/187231.69e-072.67e-0696
GO:00009592EsophagusESCCmitochondrial RNA metabolic process39/855249/187231.20e-061.49e-0539
GO:00009631EsophagusESCCmitochondrial RNA processing19/855220/187233.83e-064.14e-0519
GO:004545419EsophagusESCCcell redox homeostasis29/855235/187236.61e-066.75e-0529
GO:00064002EsophagusESCCtRNA modification62/855290/187237.02e-067.04e-0562
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
GO:0090646EsophagusESCCmitochondrial tRNA processing11/855212/187231.26e-036.06e-0311
GO:001063120EsophagusESCCepithelial cell migration187/8552357/187236.05e-032.23e-02187
GO:009013220EsophagusESCCepithelium migration188/8552360/187236.96e-032.54e-02188
GO:009013020EsophagusESCCtissue migration190/8552365/187237.91e-032.82e-02190
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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
RIT1SNVMissense_Mutationnovelc.661N>Gp.Trp221Glyp.W221GQ92963protein_codingtolerated(0.06)probably_damaging(0.968)TCGA-E2-A14N-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RIT1deletionFrame_Shift_Delc.305_314delNNNNNNNNNNp.Met102SerfsTer3p.M102Sfs*3Q92963protein_codingTCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RIT1insertionFrame_Shift_Insnovelc.260_261insGGATCTCACTATGTTGCCCAGGCTGATCTp.Asn87LysfsTer31p.N87Kfs*31Q92963protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RIT1SNVMissense_Mutationrs483352822c.321N>Ap.Met107Ilep.M107IQ92963protein_codingtolerated(0.07)probably_damaging(0.972)TCGA-C5-A1ML-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
RIT1SNVMissense_Mutationc.153N>Cp.Lys51Asnp.K51NQ92963protein_codingdeleterious(0)probably_damaging(1)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RIT1SNVMissense_Mutationrs777167776c.262N>Gp.Leu88Valp.L88VQ92963protein_codingdeleterious(0.01)possibly_damaging(0.861)TCGA-FU-A3HY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RIT1SNVMissense_Mutationc.565N>Ap.Asp189Asnp.D189NQ92963protein_codingtolerated(0.1)probably_damaging(0.999)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
RIT1SNVMissense_Mutationnovelc.230T>Gp.Ile77Serp.I77SQ92963protein_codingdeleterious(0.03)benign(0.056)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
RIT1SNVMissense_Mutationnovelc.697G>Tp.Asp233Tyrp.D233YQ92963protein_codingdeleterious_low_confidence(0)benign(0.367)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RIT1SNVMissense_Mutationc.554N>Ap.Arg185Hisp.R185HQ92963protein_codingdeleterious(0.01)benign(0.15)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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
6016RIT1CLINICALLY ACTIONABLEPICTILISIBPICTILISIB24469055
6016RIT1CLINICALLY ACTIONABLESELUMETINIBSELUMETINIB24469055
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