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: GABRB3

Gene summary for GABRB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GABRB3

Gene ID

2562

Gene namegamma-aminobutyric acid type A receptor subunit beta3
Gene AliasDEE43
Cytomap15q12
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

P28472


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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
2562GABRB3HTA11_696_2000001011HumanColorectumAD8.37e-039.21e-02-0.1464
2562GABRB3HTA11_866_2000001011HumanColorectumAD1.26e-031.10e-01-0.1001
2562GABRB3HTA11_1391_2000001011HumanColorectumAD2.30e-032.49e-01-0.059
2562GABRB3HTA11_866_3004761011HumanColorectumAD1.97e-021.17e-010.096
2562GABRB3HTA11_6818_2000001021HumanColorectumAD2.54e-042.11e-010.0588
2562GABRB3HTA11_99999965062_69753HumanColorectumMSI-H8.41e-036.23e-010.3487
2562GABRB3HTA11_99999971662_82457HumanColorectumMSS3.89e-133.84e-010.3859
2562GABRB3P2T-EHumanEsophagusESCC9.56e-081.53e-010.1177
2562GABRB3P9T-EHumanEsophagusESCC2.17e-021.22e-010.1131
2562GABRB3P10T-EHumanEsophagusESCC7.31e-142.33e-010.116
2562GABRB3P16T-EHumanEsophagusESCC1.14e-022.26e-020.1153
2562GABRB3P22T-EHumanEsophagusESCC3.60e-132.54e-010.1236
2562GABRB3P39T-EHumanEsophagusESCC1.88e-041.32e-010.0894
2562GABRB3P49T-EHumanEsophagusESCC1.19e-055.39e-010.1768
2562GABRB3P76T-EHumanEsophagusESCC1.88e-041.17e-010.1207
2562GABRB3P79T-EHumanEsophagusESCC1.66e-029.43e-020.1154
2562GABRB3P83T-EHumanEsophagusESCC3.46e-031.89e-010.1738
2562GABRB3P127T-EHumanEsophagusESCC1.76e-037.79e-020.0826
2562GABRB3P128T-EHumanEsophagusESCC1.54e-072.63e-010.1241
2562GABRB3P130T-EHumanEsophagusESCC1.59e-305.49e-010.1676
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:00343292ColorectumMSScell junction assembly120/3467420/187232.51e-071.07e-05120
GO:00508082ColorectumMSSsynapse organization101/3467426/187233.96e-032.89e-02101
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:0060021EsophagusESCCroof of mouth development50/855285/187231.00e-023.42e-0250
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04723ColorectumADRetrograde endocannabinoid signaling59/2092148/84652.94e-052.73e-041.74e-0459
hsa047231ColorectumADRetrograde endocannabinoid signaling59/2092148/84652.94e-052.73e-041.74e-0459
hsa047234ColorectumMSSRetrograde endocannabinoid signaling61/1875148/84651.21e-071.93e-061.18e-0661
hsa047235ColorectumMSSRetrograde endocannabinoid signaling61/1875148/84651.21e-071.93e-061.18e-0661
hsa047236ColorectumMSI-HRetrograde endocannabinoid signaling33/797148/84651.88e-063.21e-052.69e-0533
hsa047237ColorectumMSI-HRetrograde endocannabinoid signaling33/797148/84651.88e-063.21e-052.69e-0533
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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
GABRB3SNVMissense_Mutationc.570N>Tp.Glu190Aspp.E190DP28472protein_codingtolerated(0.45)possibly_damaging(0.449)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
GABRB3SNVMissense_Mutationc.340N>Ap.Asp114Asnp.D114NP28472protein_codingdeleterious(0.04)possibly_damaging(0.838)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
GABRB3SNVMissense_Mutationc.187G>Tp.Val63Leup.V63LP28472protein_codingtolerated(0.1)possibly_damaging(0.78)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
GABRB3insertionNonsense_Mutationnovelc.901_902insTATTGAGAAGTGGAGTGCATTCTTGAATTTGGGTGAGGGCATTTGGAp.Pro301LeufsTer9p.P301Lfs*9P28472protein_codingTCGA-A8-A06Y-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
GABRB3insertionNonsense_Mutationnovelc.626_627insTTAGTGGp.Gln210Terp.Q210*P28472protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
GABRB3insertionNonsense_Mutationnovelc.625_626insACTGGGGTTAGCAGCCAGCp.Pro209HisfsTer4p.P209Hfs*4P28472protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
GABRB3SNVMissense_Mutationnovelc.181N>Ap.Val61Ilep.V61IP28472protein_codingtolerated(0.07)possibly_damaging(0.644)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GABRB3SNVMissense_Mutationc.1024N>Ap.Leu342Ilep.L342IP28472protein_codingtolerated(0.3)benign(0.007)TCGA-EA-A5ZD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GABRB3SNVMissense_Mutationc.835N>Ap.Gly279Argp.G279RP28472protein_codingdeleterious(0)probably_damaging(1)TCGA-FU-A23K-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
GABRB3SNVMissense_Mutationrs766672883c.1330N>Ap.Asp444Asnp.D444NP28472protein_codingdeleterious(0.03)possibly_damaging(0.514)TCGA-FU-A23L-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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
2562GABRB3ION CHANNEL, DRUGGABLE GENOMEpositive modulatorCHEMBL2096631CLORAZEPATE DIPOTASSIUM
2562GABRB3ION CHANNEL, DRUGGABLE GENOMECHEMBL591ETHCHLORVYNOL
2562GABRB3ION CHANNEL, DRUGGABLE GENOMEPROPOFOLPROPOFOL
2562GABRB3ION CHANNEL, DRUGGABLE GENOMEpositive modulatorCHEMBL1200602
2562GABRB3ION CHANNEL, DRUGGABLE GENOMECLORAZEPATECLORAZEPIC ACID
2562GABRB3ION CHANNEL, DRUGGABLE GENOMECLOTIAZEPAMCLOTIAZEPAM
2562GABRB3ION CHANNEL, DRUGGABLE GENOMECHEMBL2068724ACAMPROSATE CALCIUM
2562GABRB3ION CHANNEL, DRUGGABLE GENOMEpositive modulatorCHEMBL450METHARBITAL
2562GABRB3ION CHANNEL, DRUGGABLE GENOMECHEMBL1102GLUTETHIMIDE
2562GABRB3ION CHANNEL, DRUGGABLE GENOMEEVT-201
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