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: GIT1

Gene summary for GIT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GIT1

Gene ID

28964

Gene nameGIT ArfGAP 1
Gene Aliasp95-APP1
Cytomap17q11.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q59FC3


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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
28964GIT1LZE7THumanEsophagusESCC1.86e-063.19e-010.0667
28964GIT1LZE24THumanEsophagusESCC3.64e-072.90e-010.0596
28964GIT1LZE21THumanEsophagusESCC3.82e-022.58e-010.0655
28964GIT1P1T-EHumanEsophagusESCC1.92e-072.49e-010.0875
28964GIT1P2T-EHumanEsophagusESCC1.29e-075.70e-020.1177
28964GIT1P4T-EHumanEsophagusESCC1.64e-091.58e-010.1323
28964GIT1P5T-EHumanEsophagusESCC1.47e-046.24e-020.1327
28964GIT1P8T-EHumanEsophagusESCC1.13e-111.40e-010.0889
28964GIT1P9T-EHumanEsophagusESCC2.43e-111.57e-010.1131
28964GIT1P10T-EHumanEsophagusESCC6.38e-041.06e-010.116
28964GIT1P12T-EHumanEsophagusESCC5.62e-141.07e-010.1122
28964GIT1P15T-EHumanEsophagusESCC1.05e-102.51e-010.1149
28964GIT1P16T-EHumanEsophagusESCC2.91e-033.38e-020.1153
28964GIT1P17T-EHumanEsophagusESCC1.55e-052.20e-010.1278
28964GIT1P20T-EHumanEsophagusESCC1.52e-067.57e-020.1124
28964GIT1P21T-EHumanEsophagusESCC1.37e-132.26e-010.1617
28964GIT1P22T-EHumanEsophagusESCC1.12e-171.89e-010.1236
28964GIT1P23T-EHumanEsophagusESCC3.16e-112.26e-010.108
28964GIT1P24T-EHumanEsophagusESCC7.70e-041.81e-010.1287
28964GIT1P26T-EHumanEsophagusESCC1.27e-094.17e-020.1276
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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:0072521111EsophagusESCCpurine-containing compound metabolic process238/8552416/187231.20e-061.49e-05238
GO:0009150111EsophagusESCCpurine ribonucleotide metabolic process213/8552368/187231.40e-061.69e-05213
GO:0006163111EsophagusESCCpurine nucleotide metabolic process226/8552396/187232.81e-063.21e-05226
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:004545419EsophagusESCCcell redox homeostasis29/855235/187236.61e-066.75e-0529
GO:00311128EsophagusESCCpositive regulation of microtubule polymerization or depolymerization29/855237/187234.97e-053.86e-0429
GO:00311094EsophagusESCCmicrotubule polymerization or depolymerization77/8552122/187237.60e-055.68e-0477
GO:004346719EsophagusESCCregulation of generation of precursor metabolites and energy81/8552130/187239.58e-056.81e-0481
GO:00311168EsophagusESCCpositive regulation of microtubule polymerization26/855233/187231.06e-047.43e-0426
GO:003249619EsophagusESCCresponse to lipopolysaccharide191/8552343/187231.11e-047.73e-04191
GO:00467856EsophagusESCCmicrotubule polymerization55/855283/187231.21e-048.31e-0455
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00070205EsophagusESCCmicrotubule nucleation27/855235/187231.48e-049.88e-0427
GO:000913219EsophagusESCCnucleoside diphosphate metabolic process77/8552124/187231.65e-041.09e-0377
GO:00311104EsophagusESCCregulation of microtubule polymerization or depolymerization57/855288/187232.32e-041.44e-0357
GO:00620129EsophagusESCCregulation of small molecule metabolic process184/8552334/187233.11e-041.85e-03184
GO:00109684EsophagusESCCregulation of microtubule nucleation10/855210/187233.94e-042.26e-0310
GO:000918520EsophagusESCCribonucleoside diphosphate metabolic process66/8552106/187234.21e-042.39e-0366
GO:001605216EsophagusESCCcarbohydrate catabolic process91/8552154/187235.39e-042.97e-0391
GO:00328864EsophagusESCCregulation of microtubule-based process134/8552240/187239.44e-044.80e-03134
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0512018EsophagusESCCEpithelial cell signaling in Helicobacter pylori infection52/420570/84652.17e-051.07e-045.47e-0552
hsa0481028EsophagusESCCRegulation of actin cytoskeleton133/4205229/84655.94e-031.48e-027.56e-03133
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0512019EsophagusESCCEpithelial cell signaling in Helicobacter pylori infection52/420570/84652.17e-051.07e-045.47e-0552
hsa04810112EsophagusESCCRegulation of actin cytoskeleton133/4205229/84655.94e-031.48e-027.56e-03133
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa051202LiverHCCEpithelial cell signaling in Helicobacter pylori infection50/402070/84653.96e-052.16e-041.20e-0450
hsa0481041LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa051203LiverHCCEpithelial cell signaling in Helicobacter pylori infection50/402070/84653.96e-052.16e-041.20e-0450
hsa0481051LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0512010Oral cavityOSCCEpithelial cell signaling in Helicobacter pylori infection49/370470/84657.57e-063.59e-051.83e-0549
hsa0481026Oral cavityOSCCRegulation of actin cytoskeleton129/3704229/84657.14e-052.74e-041.40e-04129
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0512017Oral cavityOSCCEpithelial cell signaling in Helicobacter pylori infection49/370470/84657.57e-063.59e-051.83e-0549
hsa04810111Oral cavityOSCCRegulation of actin cytoskeleton129/3704229/84657.14e-052.74e-041.40e-04129
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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
GIT1SNVMissense_Mutationnovelc.1930N>Ap.Leu644Ilep.L644IQ9Y2X7protein_codingtolerated_low_confidence(0.27)benign(0.021)TCGA-A7-A4SA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
GIT1SNVMissense_Mutationrs758906145c.2146N>Ap.Ala716Thrp.A716TQ9Y2X7protein_codingtolerated(0.25)benign(0.071)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GIT1SNVMissense_Mutationc.336N>Cp.Gln112Hisp.Q112HQ9Y2X7protein_codingdeleterious(0)probably_damaging(0.984)TCGA-BH-A18S-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GIT1SNVMissense_Mutationrs867941189c.1141N>Tp.Arg381Trpp.R381WQ9Y2X7protein_codingdeleterious(0.01)possibly_damaging(0.676)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GIT1SNVMissense_Mutationnovelc.898G>Cp.Glu300Glnp.E300QQ9Y2X7protein_codingtolerated(0.07)probably_damaging(0.995)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
GIT1SNVMissense_Mutationnovelc.550N>Ap.Glu184Lysp.E184KQ9Y2X7protein_codingdeleterious(0)probably_damaging(0.992)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
GIT1SNVMissense_Mutationnovelc.419N>Ap.Ser140Asnp.S140NQ9Y2X7protein_codingdeleterious(0)probably_damaging(0.995)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
GIT1SNVMissense_Mutationrs374985717c.1651N>Ap.Asp551Asnp.D551NQ9Y2X7protein_codingtolerated(0.16)benign(0.012)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GIT1SNVMissense_Mutationrs767726313c.1129G>Ap.Glu377Lysp.E377KQ9Y2X7protein_codingtolerated(0.26)benign(0.048)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
GIT1SNVMissense_Mutationrs763846891c.1742N>Tp.Pro581Leup.P581LQ9Y2X7protein_codingtolerated(0.11)benign(0.005)TCGA-AA-A03F-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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