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: GSTT2B

Gene summary for GSTT2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GSTT2B

Gene ID

653689

Gene nameglutathione S-transferase theta 2B
Gene AliasGSTT2P
Cytomap22q11.23
Gene Typeprotein-coding
GO ID

GO:0006518

UniProtAcc

G9J6Q5


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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
653689GSTT2BP2T-EHumanEsophagusESCC9.44e-071.36e-010.1177
653689GSTT2BP4T-EHumanEsophagusESCC4.72e-081.68e-010.1323
653689GSTT2BP9T-EHumanEsophagusESCC7.52e-082.20e-010.1131
653689GSTT2BP10T-EHumanEsophagusESCC3.19e-233.74e-010.116
653689GSTT2BP12T-EHumanEsophagusESCC3.52e-193.56e-010.1122
653689GSTT2BP16T-EHumanEsophagusESCC1.25e-264.27e-010.1153
653689GSTT2BP17T-EHumanEsophagusESCC5.87e-042.21e-010.1278
653689GSTT2BP19T-EHumanEsophagusESCC4.21e-054.89e-010.1662
653689GSTT2BP23T-EHumanEsophagusESCC1.17e-031.69e-010.108
653689GSTT2BP24T-EHumanEsophagusESCC2.06e-081.90e-010.1287
653689GSTT2BP26T-EHumanEsophagusESCC3.95e-305.26e-010.1276
653689GSTT2BP27T-EHumanEsophagusESCC1.62e-132.38e-010.1055
653689GSTT2BP38T-EHumanEsophagusESCC3.73e-104.96e-010.127
653689GSTT2BP42T-EHumanEsophagusESCC3.25e-093.18e-010.1175
653689GSTT2BP44T-EHumanEsophagusESCC4.72e-041.97e-010.1096
653689GSTT2BP48T-EHumanEsophagusESCC1.76e-122.03e-010.0959
653689GSTT2BP49T-EHumanEsophagusESCC4.22e-056.47e-010.1768
653689GSTT2BP52T-EHumanEsophagusESCC1.88e-112.68e-010.1555
653689GSTT2BP57T-EHumanEsophagusESCC1.96e-051.32e-010.0926
653689GSTT2BP61T-EHumanEsophagusESCC3.91e-153.65e-010.099
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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
∗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:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:00065757EsophagusESCCcellular modified amino acid metabolic process112/8552188/187238.31e-056.06e-04112
GO:000674912EsophagusESCCglutathione metabolic process42/855264/187231.01e-035.12e-0342
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05418211EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0522518EsophagusESCCHepatocellular carcinoma109/4205168/84654.27e-051.88e-049.64e-05109
hsa05418310EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0522519EsophagusESCCHepatocellular carcinoma109/4205168/84654.27e-051.88e-049.64e-05109
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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
GSTT2BSNVMissense_Mutationnovelc.560G>Ap.Arg187Glnp.R187QP0CG30protein_codingdeleterious(0.01)probably_damaging(0.962)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
GSTT2BSNVMissense_Mutationnovelc.716G>Ap.Arg239Glnp.R239QP0CG30protein_codingdeleterious(0.04)benign(0.184)TCGA-AD-6899-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
GSTT2BSNVMissense_Mutationnovelc.637N>Gp.Ile213Valp.I213VP0CG30protein_codingtolerated(0.11)benign(0.02)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
GSTT2BSNVMissense_Mutationnovelc.46G>Ap.Ala16Thrp.A16TP0CG30protein_codingdeleterious(0.01)possibly_damaging(0.88)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GSTT2BSNVMissense_Mutationnovelc.544N>Ap.Glu182Lysp.E182KP0CG30protein_codingtolerated(0.06)benign(0.011)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GSTT2BSNVMissense_Mutationnovelc.80C>Tp.Pro27Leup.P27LP0CG30protein_codingdeleterious(0)probably_damaging(0.958)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GSTT2BSNVMissense_Mutationnovelc.451N>Ap.Leu151Metp.L151MP0CG30protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GSTT2BSNVMissense_Mutationnovelc.250T>Cp.Trp84Argp.W84RP0CG30protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
GSTT2BSNVMissense_Mutationnovelc.575N>Tp.Ala192Valp.A192VP0CG30protein_codingdeleterious(0.02)benign(0.137)TCGA-AX-A1C5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinSD
GSTT2BSNVMissense_Mutationnovelc.601N>Ap.Leu201Metp.L201MP0CG30protein_codingdeleterious(0.02)possibly_damaging(0.737)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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