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: GIT2

Gene summary for GIT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GIT2

Gene ID

9815

Gene nameGIT ArfGAP 2
Gene AliasCAT-2
Cytomap12q24.11
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q14161


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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
9815GIT2LZE4THumanEsophagusESCC6.03e-072.20e-010.0811
9815GIT2LZE7THumanEsophagusESCC3.83e-062.51e-010.0667
9815GIT2LZE8THumanEsophagusESCC1.99e-041.28e-010.067
9815GIT2LZE24THumanEsophagusESCC6.42e-152.28e-010.0596
9815GIT2LZE21THumanEsophagusESCC3.93e-021.32e-010.0655
9815GIT2P1T-EHumanEsophagusESCC9.02e-102.45e-010.0875
9815GIT2P2T-EHumanEsophagusESCC4.21e-304.71e-010.1177
9815GIT2P4T-EHumanEsophagusESCC4.23e-082.10e-010.1323
9815GIT2P5T-EHumanEsophagusESCC3.05e-151.12e-010.1327
9815GIT2P8T-EHumanEsophagusESCC5.92e-272.90e-010.0889
9815GIT2P9T-EHumanEsophagusESCC1.85e-051.58e-010.1131
9815GIT2P10T-EHumanEsophagusESCC3.56e-252.14e-010.116
9815GIT2P11T-EHumanEsophagusESCC8.23e-103.90e-010.1426
9815GIT2P12T-EHumanEsophagusESCC4.99e-161.69e-010.1122
9815GIT2P15T-EHumanEsophagusESCC9.03e-102.60e-010.1149
9815GIT2P16T-EHumanEsophagusESCC7.61e-222.60e-010.1153
9815GIT2P17T-EHumanEsophagusESCC3.34e-113.37e-010.1278
9815GIT2P19T-EHumanEsophagusESCC1.72e-032.64e-010.1662
9815GIT2P20T-EHumanEsophagusESCC2.60e-163.02e-010.1124
9815GIT2P21T-EHumanEsophagusESCC2.72e-162.22e-010.1617
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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
∗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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0513526EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa05135111EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
hsa0513512LiverNAFLDYersinia infection33/1043137/84659.44e-051.94e-031.56e-0333
hsa0513513LiverNAFLDYersinia infection33/1043137/84659.44e-051.94e-031.56e-0333
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0513542LiverHCCYersinia infection92/4020137/84652.25e-062.19e-051.22e-0592
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0513552LiverHCCYersinia infection92/4020137/84652.25e-062.19e-051.22e-0592
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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
GIT2SNVMissense_Mutationrs371458058c.349N>Ap.Val117Ilep.V117IQ14161protein_codingtolerated(0.15)possibly_damaging(0.464)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GIT2SNVMissense_Mutationc.1880N>Tp.Ala627Valp.A627VQ14161protein_codingtolerated(0.24)benign(0)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GIT2insertionIn_Frame_Insnovelc.1848_1849insGCTATACCCTGGCCTp.Val616_Trp617insAlaIleProTrpProp.V616_W617insAIPWPQ14161protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GIT2deletionFrame_Shift_Delnovelc.2231delNp.Lys744ArgfsTer54p.K744Rfs*54Q14161protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
GIT2SNVMissense_Mutationc.283N>Ap.Pro95Thrp.P95TQ14161protein_codingdeleterious(0)possibly_damaging(0.827)TCGA-EA-A556-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GIT2SNVMissense_Mutationc.2137N>Ap.Glu713Lysp.E713KQ14161protein_codingdeleterious(0)probably_damaging(0.968)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GIT2SNVMissense_Mutationnovelc.1262N>Tp.Ser421Leup.S421LQ14161protein_codingdeleterious(0)possibly_damaging(0.889)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
GIT2SNVMissense_Mutationrs746398874c.980N>Ap.Arg327Glnp.R327QQ14161protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GIT2SNVMissense_Mutationrs767544250c.1418N>Tp.Ser473Leup.S473LQ14161protein_codingtolerated(0.22)benign(0.001)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GIT2SNVMissense_Mutationc.1576N>Ap.Leu526Ilep.L526IQ14161protein_codingtolerated(0.42)benign(0.41)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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