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: GABRE

Gene summary for GABRE

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GABRE

Gene ID

2564

Gene namegamma-aminobutyric acid type A receptor subunit epsilon
Gene AliasGABRE
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

P78334


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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
2564GABRECCII_1HumanCervixCC6.75e-125.72e-010.3249
2564GABREsample3HumanCervixCC1.71e-113.71e-010.1387
2564GABRET1HumanCervixCC3.98e-032.88e-010.0918
2564GABRET3HumanCervixCC1.04e-123.65e-010.1389
2564GABRELZE4THumanEsophagusESCC3.68e-133.33e-010.0811
2564GABRELZE5THumanEsophagusESCC4.20e-086.39e-010.0514
2564GABRELZE8THumanEsophagusESCC3.67e-152.51e-010.067
2564GABRELZE20THumanEsophagusESCC2.32e-103.53e-010.0662
2564GABRELZE22THumanEsophagusESCC5.23e-035.52e-010.068
2564GABRELZE24THumanEsophagusESCC2.38e-074.73e-010.0596
2564GABRELZE21THumanEsophagusESCC1.92e-167.20e-010.0655
2564GABREP1T-EHumanEsophagusESCC1.43e-281.35e+000.0875
2564GABREP2T-EHumanEsophagusESCC9.44e-111.80e-010.1177
2564GABREP4T-EHumanEsophagusESCC2.07e-078.04e-020.1323
2564GABREP5T-EHumanEsophagusESCC1.67e-058.08e-020.1327
2564GABREP8T-EHumanEsophagusESCC2.60e-152.55e-010.0889
2564GABREP9T-EHumanEsophagusESCC2.04e-391.25e+000.1131
2564GABREP10T-EHumanEsophagusESCC1.85e-184.41e-010.116
2564GABREP15T-EHumanEsophagusESCC6.71e-225.31e-010.1149
2564GABREP20T-EHumanEsophagusESCC4.53e-164.77e-010.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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
hsa0472318CervixCCRetrograde endocannabinoid signaling42/1267148/84651.79e-051.42e-048.40e-0542
hsa0472319CervixCCRetrograde endocannabinoid signaling42/1267148/84651.79e-051.42e-048.40e-0542
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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
GABRESNVMissense_Mutationrs372300382c.527G>Ap.Arg176Hisp.R176HP78334protein_codingdeleterious(0)probably_damaging(0.966)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GABRESNVMissense_Mutationnovelc.590T>Ap.Leu197Hisp.L197HP78334protein_codingdeleterious(0)probably_damaging(0.979)TCGA-OL-A5RZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
GABRESNVMissense_Mutationc.191G>Ap.Arg64Lysp.R64KP78334protein_codingtolerated(0.89)benign(0)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GABREinsertionFrame_Shift_Insnovelc.885_886insAGAGGGCCATTTGGGAAACTTACGAAGAGGACTTTATp.Trp296ArgfsTer46p.W296Rfs*46P78334protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GABREinsertionFrame_Shift_Insnovelc.678_679insGTGGAGGCTAGAGTTCTAATGTCAGCTAGTTTAAGGCp.Trp227ValfsTer19p.W227Vfs*19P78334protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GABRESNVMissense_Mutationnovelc.1015N>Tp.Ala339Serp.A339SP78334protein_codingdeleterious(0.03)possibly_damaging(0.489)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GABRESNVMissense_Mutationc.1367N>Tp.Tyr456Phep.Y456FP78334protein_codingtolerated(0.82)probably_damaging(0.996)TCGA-C5-A7X3-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinSD
GABRESNVMissense_Mutationc.488N>Tp.Thr163Ilep.T163IP78334protein_codingtolerated(0.21)benign(0.156)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GABRESNVMissense_Mutationrs752130096c.218N>Ap.Arg73Hisp.R73HP78334protein_codingtolerated(0.37)benign(0.005)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GABRESNVMissense_Mutationnovelc.1229N>Cp.Val410Alap.V410AP78334protein_codingtolerated(0.5)benign(0.192)TCGA-AA-3673-01Colorectumcolon 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
2564GABREDRUGGABLE GENOME, ION CHANNELCHLORDIAZEPOXIDECHLORDIAZEPOXIDE
2564GABREDRUGGABLE GENOME, ION CHANNELCHEMBL591ETHCHLORVYNOL
2564GABREDRUGGABLE GENOME, ION CHANNELpositive modulatorCHEMBL30219METHOHEXITAL SODIUM
2564GABREDRUGGABLE GENOME, ION CHANNELFLUDIAZEPAMFLUDIAZEPAM
2564GABREDRUGGABLE GENOME, ION CHANNELQUAZEPAMQUAZEPAM
2564GABREDRUGGABLE GENOME, ION CHANNELagonistCHEMBL979MEPROBAMATE
2564GABREDRUGGABLE GENOME, ION CHANNELGABOXADOLGABOXADOL
2564GABREDRUGGABLE GENOME, ION CHANNELpositive modulatorCHEMBL931HALOTHANE
2564GABREDRUGGABLE GENOME, ION CHANNELTRIAZOLAMTRIAZOLAM
2564GABREDRUGGABLE GENOME, ION CHANNELFLURAZEPAMFLURAZEPAM
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