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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: RCC1

Gene summary for RCC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RCC1

Gene ID

1104

Gene nameregulator of chromosome condensation 1
Gene AliasCHC1
Cytomap1p35.3
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

A0A0S2Z404


Top

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
1104RCC1LZE4THumanEsophagusESCC5.76e-047.72e-020.0811
1104RCC1LZE8THumanEsophagusESCC6.08e-041.90e-010.067
1104RCC1LZE20THumanEsophagusESCC1.40e-021.44e-010.0662
1104RCC1LZE22THumanEsophagusESCC4.75e-066.62e-010.068
1104RCC1LZE24THumanEsophagusESCC1.83e-093.92e-010.0596
1104RCC1LZE6THumanEsophagusESCC1.28e-022.94e-010.0845
1104RCC1P1T-EHumanEsophagusESCC1.12e-137.63e-010.0875
1104RCC1P2T-EHumanEsophagusESCC1.18e-411.05e+000.1177
1104RCC1P4T-EHumanEsophagusESCC1.32e-401.10e+000.1323
1104RCC1P5T-EHumanEsophagusESCC4.84e-378.63e-010.1327
1104RCC1P8T-EHumanEsophagusESCC8.89e-419.26e-010.0889
1104RCC1P9T-EHumanEsophagusESCC1.81e-318.80e-010.1131
1104RCC1P10T-EHumanEsophagusESCC3.16e-621.23e+000.116
1104RCC1P11T-EHumanEsophagusESCC2.47e-137.90e-010.1426
1104RCC1P12T-EHumanEsophagusESCC9.73e-378.13e-010.1122
1104RCC1P15T-EHumanEsophagusESCC1.10e-327.94e-010.1149
1104RCC1P16T-EHumanEsophagusESCC3.81e-184.84e-010.1153
1104RCC1P17T-EHumanEsophagusESCC2.92e-157.90e-010.1278
1104RCC1P19T-EHumanEsophagusESCC4.29e-071.00e+000.1662
1104RCC1P20T-EHumanEsophagusESCC1.58e-411.19e+000.1124
Page: 1 2 3 4 5 

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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000989533Oral cavityNEOLPnegative regulation of catabolic process59/2005320/187232.16e-053.57e-0459
GO:003298431Oral cavityNEOLPprotein-containing complex disassembly45/2005224/187232.33e-053.72e-0445
GO:003286832Oral cavityNEOLPresponse to insulin50/2005264/187234.35e-056.13e-0450
GO:000632521Oral cavityNEOLPchromatin organization70/2005409/187234.97e-056.83e-0470
GO:000165514Oral cavityNEOLPurogenital system development58/2005338/187231.97e-042.13e-0358
GO:200005933Oral cavityNEOLPnegative regulation of ubiquitin-dependent protein catabolic process14/200548/187233.56e-043.41e-0314
GO:004217732Oral cavityNEOLPnegative regulation of protein catabolic process25/2005121/187239.29e-047.20e-0325
GO:003085021Oral cavityNEOLPprostate gland development12/200545/187232.17e-031.42e-0212
GO:000828622Oral cavityNEOLPinsulin receptor signaling pathway23/2005116/187232.56e-031.61e-0223
GO:190305132Oral cavityNEOLPnegative regulation of proteolysis involved in cellular protein catabolic process15/200564/187232.63e-031.65e-0215
GO:190336332Oral cavityNEOLPnegative regulation of cellular protein catabolic process16/200575/187235.24e-032.81e-0216
GO:003243522Oral cavityNEOLPnegative regulation of proteasomal ubiquitin-dependent protein catabolic process9/200535/187239.72e-034.55e-029
GO:004217618ProstateBPHregulation of protein catabolic process139/3107391/187233.71e-203.28e-17139
GO:001049818ProstateBPHproteasomal protein catabolic process153/3107490/187234.13e-167.51e-14153
GO:000697918ProstateBPHresponse to oxidative stress142/3107446/187238.11e-161.36e-13142
GO:190336218ProstateBPHregulation of cellular protein catabolic process93/3107255/187231.06e-141.40e-1293
GO:004316118ProstateBPHproteasome-mediated ubiquitin-dependent protein catabolic process127/3107412/187233.84e-133.60e-11127
GO:200005818ProstateBPHregulation of ubiquitin-dependent protein catabolic process66/3107164/187234.20e-133.88e-1166
GO:190305018ProstateBPHregulation of proteolysis involved in cellular protein catabolic process80/3107221/187231.20e-121.02e-1080
GO:006145810ProstateBPHreproductive system development126/3107427/187231.35e-119.95e-10126
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
RCC1insertionFrame_Shift_Insnovelc.781_782insTACTCp.Met261IlefsTer4p.M261Ifs*4P18754protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
RCC1insertionFrame_Shift_Insnovelc.783_784insAACATAGTTTCTTCATCACTAAGTCTACCTACp.Leu262AsnfsTer12p.L262Nfs*12P18754protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
RCC1SNVMissense_Mutationnovelc.98N>Ap.Arg33Hisp.R33HP18754protein_codingtolerated(0.24)benign(0.182)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RCC1SNVMissense_Mutationc.1051N>Tp.Arg351Trpp.R351WP18754protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RCC1SNVMissense_Mutationrs528320406c.743G>Ap.Arg248Glnp.R248QP18754protein_codingdeleterious(0)possibly_damaging(0.607)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RCC1SNVMissense_Mutationrs760969624c.1186C>Tp.Arg396Cysp.R396CP18754protein_codingtolerated(0.12)benign(0.025)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
RCC1SNVMissense_Mutationrs745611564c.1025C>Tp.Ser342Leup.S342LP18754protein_codingdeleterious(0.05)benign(0.147)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RCC1deletionFrame_Shift_Delc.32delNp.Pro13GlnfsTer11p.P13Qfs*11P18754protein_codingTCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RCC1deletionFrame_Shift_Delc.32delNp.Pro13GlnfsTer11p.P13Qfs*11P18754protein_codingTCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RCC1deletionFrame_Shift_Delc.38delCp.Pro13GlnfsTer11p.P13Qfs*11P18754protein_codingTCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

Top

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
Page: 1