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: RGP1

Gene summary for RGP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RGP1

Gene ID

9827

Gene nameRGP1 homolog, RAB6A GEF complex partner 1
Gene AliasKIAA0258
Cytomap9p13.3
Gene Typeprotein-coding
GO ID

GO:0006807

UniProtAcc

A8K0K1


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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
9827RGP1C04HumanOral cavityOSCC6.10e-123.82e-010.2633
9827RGP1C21HumanOral cavityOSCC1.05e-174.53e-010.2678
9827RGP1C30HumanOral cavityOSCC1.95e-258.57e-010.3055
9827RGP1C38HumanOral cavityOSCC3.52e-032.84e-010.172
9827RGP1C43HumanOral cavityOSCC1.98e-069.41e-020.1704
9827RGP1C46HumanOral cavityOSCC4.38e-029.74e-020.1673
9827RGP1C51HumanOral cavityOSCC2.08e-144.17e-010.2674
9827RGP1C06HumanOral cavityOSCC2.47e-078.34e-010.2699
9827RGP1C08HumanOral cavityOSCC3.50e-026.22e-020.1919
9827RGP1SYSMH1HumanOral cavityOSCC5.26e-038.42e-020.1127
9827RGP1SYSMH2HumanOral cavityOSCC1.77e-031.02e-010.2326
9827RGP1SYSMH3HumanOral cavityOSCC1.96e-061.88e-010.2442
9827RGP1SYSMH5HumanOral cavityOSCC9.26e-078.48e-020.0647
9827RGP1SYSMH6HumanOral cavityOSCC8.35e-041.42e-010.1275
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:004217620Oral cavityOSCCregulation of protein catabolic process254/7305391/187231.07e-253.22e-23254
GO:190336220Oral cavityOSCCregulation of cellular protein catabolic process174/7305255/187232.04e-213.70e-19174
GO:00161979Oral cavityOSCCendosomal transport141/7305230/187235.40e-122.06e-10141
GO:00164829Oral cavityOSCCcytosolic transport106/7305168/187232.08e-105.90e-09106
GO:000989519Oral cavityOSCCnegative regulation of catabolic process180/7305320/187232.44e-106.86e-09180
GO:003133020Oral cavityOSCCnegative regulation of cellular catabolic process152/7305262/187233.04e-108.28e-09152
GO:004217719Oral cavityOSCCnegative regulation of protein catabolic process77/7305121/187233.49e-086.64e-0777
GO:190336317Oral cavityOSCCnegative regulation of cellular protein catabolic process49/730575/187233.49e-064.15e-0549
GO:00421476Oral cavityOSCCretrograde transport, endosome to Golgi55/730591/187232.79e-052.59e-0455
GO:004308710Oral cavityOSCCregulation of GTPase activity165/7305348/187237.94e-044.27e-03165
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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
RGP1SNVMissense_Mutationrs531150656c.893G>Ap.Arg298Lysp.R298KQ92546protein_codingtolerated(0.65)benign(0.017)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RGP1SNVMissense_Mutationnovelc.1162A>Cp.Thr388Prop.T388PQ92546protein_codingdeleterious(0.02)benign(0.017)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RGP1SNVMissense_Mutationnovelc.257N>Tp.Glu86Valp.E86VQ92546protein_codingdeleterious(0)possibly_damaging(0.872)TCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
RGP1SNVMissense_Mutationc.1075N>Cp.Asp359Hisp.D359HQ92546protein_codingdeleterious(0)possibly_damaging(0.898)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RGP1insertionFrame_Shift_Insnovelc.604_605insCTGGGCTTGGp.Leu202ProfsTer20p.L202Pfs*20Q92546protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RGP1insertionFrame_Shift_Insnovelc.606_607insCAGCCCTATATCCAAGAGGCAAATGp.Met203GlnfsTer24p.M203Qfs*24Q92546protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RGP1insertionFrame_Shift_Insnovelc.341_342insTCACCTAGGGCCTCCTGGGTCTCCTCTGGGCACGGGGAGCTGGGTGp.Tyr115HisfsTer18p.Y115Hfs*18Q92546protein_codingTCGA-C8-A12P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RGP1SNVMissense_Mutationnovelc.1118N>Ap.Ser373Asnp.S373NQ92546protein_codingtolerated(1)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RGP1SNVMissense_Mutationnovelc.296T>Gp.Leu99Argp.L99RQ92546protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RGP1SNVMissense_Mutationrs374070771c.399N>Tp.Lys133Asnp.K133NQ92546protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=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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