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: CHAC1

Gene summary for CHAC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHAC1

Gene ID

79094

Gene nameChaC glutathione specific gamma-glutamylcyclotransferase 1
Gene AliasCHAC1
Cytomap15q15.1
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q9BUX1


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
79094CHAC1P1T-EHumanEsophagusESCC3.11e-044.49e-010.0875
79094CHAC1P4T-EHumanEsophagusESCC4.50e-126.63e-010.1323
79094CHAC1P5T-EHumanEsophagusESCC4.41e-072.50e-010.1327
79094CHAC1P12T-EHumanEsophagusESCC9.35e-102.94e-010.1122
79094CHAC1P16T-EHumanEsophagusESCC3.89e-123.40e-010.1153
79094CHAC1P23T-EHumanEsophagusESCC4.47e-064.29e-010.108
79094CHAC1P26T-EHumanEsophagusESCC3.97e-042.74e-010.1276
79094CHAC1P27T-EHumanEsophagusESCC8.40e-041.22e-010.1055
79094CHAC1P28T-EHumanEsophagusESCC3.75e-031.64e-010.1149
79094CHAC1P32T-EHumanEsophagusESCC1.88e-041.70e-010.1666
79094CHAC1P39T-EHumanEsophagusESCC8.56e-123.39e-010.0894
79094CHAC1P47T-EHumanEsophagusESCC1.66e-021.94e-010.1067
79094CHAC1P48T-EHumanEsophagusESCC1.66e-027.05e-020.0959
79094CHAC1P52T-EHumanEsophagusESCC3.50e-021.82e-010.1555
79094CHAC1P54T-EHumanEsophagusESCC1.51e-021.76e-010.0975
79094CHAC1P56T-EHumanEsophagusESCC2.12e-055.88e-010.1613
79094CHAC1P61T-EHumanEsophagusESCC6.74e-237.79e-010.099
79094CHAC1P74T-EHumanEsophagusESCC6.79e-076.22e-010.1479
79094CHAC1P75T-EHumanEsophagusESCC9.53e-093.00e-010.1125
79094CHAC1P82T-EHumanEsophagusESCC1.47e-036.91e-010.1072
Page: 1 2 

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
∗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:0097193111EsophagusESCCintrinsic apoptotic signaling pathway222/8552288/187235.87e-282.02e-25222
GO:0034976111EsophagusESCCresponse to endoplasmic reticulum stress192/8552256/187237.15e-221.30e-19192
GO:0035966111EsophagusESCCresponse to topologically incorrect protein125/8552159/187231.44e-171.27e-15125
GO:0006986111EsophagusESCCresponse to unfolded protein107/8552137/187237.01e-153.87e-13107
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:0070059111EsophagusESCCintrinsic apoptotic signaling pathway in response to endoplasmic reticulum stress50/855263/187234.37e-087.96e-0750
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:00442725EsophagusESCCsulfur compound biosynthetic process96/8552148/187231.86e-062.16e-0596
GO:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
GO:00065757EsophagusESCCcellular modified amino acid metabolic process112/8552188/187238.31e-056.06e-04112
GO:0045746EsophagusESCCnegative regulation of Notch signaling pathway28/855236/187238.62e-056.22e-0428
GO:00423986EsophagusESCCcellular modified amino acid biosynthetic process34/855246/187239.39e-056.70e-0434
GO:0045861111EsophagusESCCnegative regulation of proteolysis195/8552351/187231.13e-047.85e-04195
GO:00085935EsophagusESCCregulation of Notch signaling pathway59/855295/187239.12e-044.65e-0359
GO:000674912EsophagusESCCglutathione metabolic process42/855264/187231.01e-035.12e-0342
GO:001095511EsophagusESCCnegative regulation of protein processing20/855229/187239.66e-033.34e-0220
GO:190331811EsophagusESCCnegative regulation of protein maturation20/855229/187239.66e-033.34e-0220
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0048018EsophagusESCCGlutathione metabolism44/420557/84651.81e-059.03e-054.63e-0544
hsa0048019EsophagusESCCGlutathione metabolism44/420557/84651.81e-059.03e-054.63e-0544
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
CHAC1SNVMissense_Mutationc.773N>Cp.Glu258Alap.E258AQ9BUX1protein_codingdeleterious(0.01)benign(0.091)TCGA-B6-A0RL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CHAC1insertionFrame_Shift_Insnovelc.477_478insATp.Leu160IlefsTer22p.L160Ifs*22Q9BUX1protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
CHAC1insertionFrame_Shift_Insnovelc.479_480insGCCCACCCTCAGCCTCCCAAAAp.Gly161ProfsTer24p.G161Pfs*24Q9BUX1protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
CHAC1insertionFrame_Shift_Insnovelc.770_771insTAp.Glu258ThrfsTer66p.E258Tfs*66Q9BUX1protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
CHAC1SNVMissense_Mutationnovelc.520N>Tp.Asp174Tyrp.D174YQ9BUX1protein_codingdeleterious(0.01)probably_damaging(0.959)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
CHAC1SNVMissense_Mutationc.428N>Ap.Gly143Glup.G143EQ9BUX1protein_codingtolerated(0.3)benign(0.284)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CHAC1SNVMissense_Mutationc.673G>Ap.Ala225Thrp.A225TQ9BUX1protein_codingdeleterious(0)possibly_damaging(0.897)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CHAC1SNVMissense_Mutationc.617A>Tp.Gln206Leup.Q206LQ9BUX1protein_codingdeleterious(0)possibly_damaging(0.771)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
CHAC1SNVMissense_Mutationnovelc.385N>Tp.Asp129Tyrp.D129YQ9BUX1protein_codingdeleterious(0.01)probably_damaging(0.969)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CHAC1SNVMissense_Mutationc.257N>Tp.Arg86Metp.R86MQ9BUX1protein_codingdeleterious(0)possibly_damaging(0.722)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

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