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: RANGAP1

Gene summary for RANGAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RANGAP1

Gene ID

5905

Gene nameRan GTPase activating protein 1
Gene AliasFug1
Cytomap22q13.2
Gene Typeprotein-coding
GO ID

GO:0006611

UniProtAcc

A0A024R1U0


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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
5905RANGAP1LZE2THumanEsophagusESCC9.72e-038.97e-010.082
5905RANGAP1LZE4THumanEsophagusESCC6.62e-103.37e-010.0811
5905RANGAP1LZE7THumanEsophagusESCC1.89e-063.24e-010.0667
5905RANGAP1LZE8THumanEsophagusESCC7.88e-041.17e-010.067
5905RANGAP1LZE20THumanEsophagusESCC2.20e-061.54e-010.0662
5905RANGAP1LZE22THumanEsophagusESCC4.27e-114.01e-010.068
5905RANGAP1LZE24THumanEsophagusESCC3.41e-031.61e-010.0596
5905RANGAP1LZE21THumanEsophagusESCC1.24e-033.72e-010.0655
5905RANGAP1LZE6THumanEsophagusESCC1.47e-021.74e-010.0845
5905RANGAP1P1T-EHumanEsophagusESCC1.68e-074.76e-010.0875
5905RANGAP1P2T-EHumanEsophagusESCC2.24e-213.97e-010.1177
5905RANGAP1P4T-EHumanEsophagusESCC4.25e-255.95e-010.1323
5905RANGAP1P5T-EHumanEsophagusESCC2.21e-083.16e-010.1327
5905RANGAP1P8T-EHumanEsophagusESCC1.18e-111.70e-010.0889
5905RANGAP1P9T-EHumanEsophagusESCC6.15e-091.65e-010.1131
5905RANGAP1P10T-EHumanEsophagusESCC4.04e-155.15e-010.116
5905RANGAP1P11T-EHumanEsophagusESCC9.93e-043.77e-010.1426
5905RANGAP1P12T-EHumanEsophagusESCC4.85e-174.65e-010.1122
5905RANGAP1P15T-EHumanEsophagusESCC2.35e-255.84e-010.1149
5905RANGAP1P16T-EHumanEsophagusESCC4.05e-225.31e-010.1153
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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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:190382811LiverHCCnegative regulation of cellular protein localization71/7958117/187235.44e-055.12e-0471
GO:005165112LiverHCCmaintenance of location in cell119/7958214/187237.11e-056.39e-04119
GO:003250712LiverHCCmaintenance of protein location in cell43/795865/187239.99e-058.60e-0443
GO:00323871LiverHCCnegative regulation of intracellular transport37/795858/187238.64e-045.13e-0337
GO:007259511LiverHCCmaintenance of protein localization in organelle28/795842/187231.35e-037.26e-0328
GO:19049501LiverHCCnegative regulation of establishment of protein localization72/7958131/187232.65e-031.27e-0272
GO:00903171LiverHCCnegative regulation of intracellular protein transport27/795842/187233.60e-031.60e-0227
GO:00512241LiverHCCnegative regulation of protein transport69/7958127/187234.67e-032.01e-0269
GO:0046823LiverHCCnegative regulation of nucleocytoplasmic transport15/795821/187237.03e-032.80e-0215
GO:0051457LiverHCCmaintenance of protein location in nucleus16/795823/187238.04e-033.17e-0216
GO:000691317Oral cavityOSCCnucleocytoplasmic transport204/7305301/187232.65e-246.98e-22204
GO:005116917Oral cavityOSCCnuclear transport204/7305301/187232.65e-246.98e-22204
GO:003238615Oral cavityOSCCregulation of intracellular transport218/7305337/187236.91e-221.41e-19218
GO:003450415Oral cavityOSCCprotein localization to nucleus193/7305290/187231.22e-212.35e-19193
GO:003315718Oral cavityOSCCregulation of intracellular protein transport155/7305229/187231.05e-181.28e-16155
GO:005116817Oral cavityOSCCnuclear export112/7305154/187231.70e-171.56e-15112
GO:004682217Oral cavityOSCCregulation of nucleocytoplasmic transport79/7305106/187231.04e-135.37e-1279
GO:005123518Oral cavityOSCCmaintenance of location182/7305327/187236.16e-101.58e-08182
GO:003250710Oral cavityOSCCmaintenance of protein location in cell49/730565/187232.61e-096.03e-0849
GO:004518520Oral cavityOSCCmaintenance of protein location65/730594/187233.00e-096.88e-0865
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0301321EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa0301331EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa03013LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa030131LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa030136Oral cavityOSCCNucleocytoplasmic transport82/3704108/84657.93e-121.33e-106.77e-1182
hsa0301311Oral cavityOSCCNucleocytoplasmic transport82/3704108/84657.93e-121.33e-106.77e-1182
hsa030132Oral cavityLPNucleocytoplasmic transport53/2418108/84654.68e-064.10e-052.64e-0553
hsa030133Oral cavityLPNucleocytoplasmic transport53/2418108/84654.68e-064.10e-052.64e-0553
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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
RANGAP1SNVMissense_Mutationnovelc.563N>Cp.Gly188Alap.G188AP46060protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
RANGAP1SNVMissense_Mutationnovelc.215N>Tp.Ala72Valp.A72VP46060protein_codingtolerated(0.07)benign(0.049)TCGA-A8-A083-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RANGAP1SNVMissense_Mutationc.1052N>Tp.Ala351Valp.A351VP46060protein_codingtolerated(0.12)benign(0.013)TCGA-AN-A0XN-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
RANGAP1SNVMissense_Mutationc.49N>Gp.Gln17Glup.Q17EP46060protein_codingtolerated(0.29)benign(0.021)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
RANGAP1insertionFrame_Shift_Insnovelc.1188_1189insTTCTCCAGAGCCTCTGTGCCCCTACTTCCCAGp.Glu397PhefsTer64p.E397Ffs*64P46060protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
RANGAP1insertionFrame_Shift_Insnovelc.1186_1187insGGGTCCGGp.Glu396GlyfsTer57p.E396Gfs*57P46060protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
RANGAP1insertionFrame_Shift_Insnovelc.561_562insCACGTGCCCTCTCCAAGCCTGTTAACCCATCCGAAAATGAp.Gly188HisfsTer21p.G188Hfs*21P46060protein_codingTCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
RANGAP1insertionNonsense_Mutationnovelc.213_214insTTCTCTTTTTTTGTTTTTTGAGACGGAGTCTCACTCTGTCp.Ala72PhefsTer7p.A72Ffs*7P46060protein_codingTCGA-A8-A083-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RANGAP1insertionIn_Frame_Insnovelc.1189_1190insTTCAAGTGATTCTTATGCCTCAGCCTCCCAp.Glu397delinsValGlnValIleLeuMetProGlnProProLysp.E397delinsVQVILMPQPPKP46060protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RANGAP1SNVMissense_Mutationrs776060557c.277N>Tp.Arg93Trpp.R93WP46060protein_codingdeleterious(0)probably_damaging(0.973)TCGA-A6-2686-01Colorectumcolon 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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