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: GABPB1

Gene summary for GABPB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GABPB1

Gene ID

2553

Gene nameGA binding protein transcription factor subunit beta 1
Gene AliasBABPB2
Cytomap15q21.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q06547


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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
2553GABPB1LZE4THumanEsophagusESCC3.24e-071.08e-010.0811
2553GABPB1LZE8THumanEsophagusESCC3.24e-027.50e-020.067
2553GABPB1LZE20THumanEsophagusESCC5.91e-044.83e-030.0662
2553GABPB1LZE24THumanEsophagusESCC1.12e-101.51e-010.0596
2553GABPB1LZE21THumanEsophagusESCC3.02e-031.39e-010.0655
2553GABPB1P1T-EHumanEsophagusESCC1.09e-106.23e-010.0875
2553GABPB1P2T-EHumanEsophagusESCC1.17e-326.08e-010.1177
2553GABPB1P4T-EHumanEsophagusESCC2.66e-225.72e-010.1323
2553GABPB1P5T-EHumanEsophagusESCC3.78e-214.55e-010.1327
2553GABPB1P8T-EHumanEsophagusESCC2.25e-325.39e-010.0889
2553GABPB1P9T-EHumanEsophagusESCC1.57e-124.28e-010.1131
2553GABPB1P10T-EHumanEsophagusESCC3.24e-376.75e-010.116
2553GABPB1P11T-EHumanEsophagusESCC1.43e-093.64e-010.1426
2553GABPB1P12T-EHumanEsophagusESCC3.23e-467.00e-010.1122
2553GABPB1P15T-EHumanEsophagusESCC5.65e-246.57e-010.1149
2553GABPB1P16T-EHumanEsophagusESCC4.92e-386.74e-010.1153
2553GABPB1P17T-EHumanEsophagusESCC1.92e-022.29e-010.1278
2553GABPB1P19T-EHumanEsophagusESCC3.25e-055.83e-010.1662
2553GABPB1P20T-EHumanEsophagusESCC3.46e-173.44e-010.1124
2553GABPB1P21T-EHumanEsophagusESCC3.01e-193.49e-010.1617
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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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
GABPB1CAFCervixADJSSTR2,CLDN11,GNB2L1, etc.3.10e-01The 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.
GABPB1PROEsophagusHealthyCOMMD10,EIF3M,TRMT112, etc.2.17e-01The 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.
GABPB1CD8TEREXLungADJATP8B4,IFNG,GABPB1-IT1, etc.3.25e-02The 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.
GABPB1STMStomachCAGCCL4L2,CCDC71L,KDM2B, etc.1.35e-01The 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.
GABPB1STMStomachCSGCCL4L2,CCDC71L,KDM2B, etc.2.62e-01The 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.
GABPB1CHIEFStomachCSGCCL4L2,CCDC71L,KDM2B, etc.3.22e-01The 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.
GABPB1MESCStomachGCCCL4L2,CCDC71L,KDM2B, etc.6.66e-02The 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.
GABPB1CHIEFStomachGCCCL4L2,CCDC71L,KDM2B, etc.2.64e-01The 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.
GABPB1STMStomachWIMCCL4L2,CCDC71L,KDM2B, etc.2.43e-01The 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.
GABPB1NKStomachCAG with IMLINC02328,SRSF8,DNAJC27, etc.6.38e-02The 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.
∗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
GABPB1SNVMissense_Mutationc.622G>Ap.Glu208Lysp.E208KQ06547protein_codingtolerated(0.52)benign(0.025)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GABPB1SNVMissense_Mutationc.163G>Cp.Glu55Glnp.E55QQ06547protein_codingdeleterious(0.01)probably_damaging(0.97)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
GABPB1SNVMissense_Mutationnovelc.386N>Gp.Asp129Glyp.D129GQ06547protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GABPB1SNVMissense_Mutationc.997G>Ap.Glu333Lysp.E333KQ06547protein_codingdeleterious(0.04)probably_damaging(0.935)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
GABPB1SNVMissense_Mutationc.295N>Tp.Ala99Serp.A99SQ06547protein_codingdeleterious(0.05)probably_damaging(0.995)TCGA-DM-A1D6-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GABPB1SNVMissense_Mutationc.437A>Cp.Asp146Alap.D146AQ06547protein_codingdeleterious(0.03)benign(0.237)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GABPB1SNVMissense_Mutationnovelc.436G>Tp.Asp146Tyrp.D146YQ06547protein_codingdeleterious(0)possibly_damaging(0.842)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
GABPB1SNVMissense_Mutationnovelc.1094N>Ap.Arg365Glnp.R365QQ06547protein_codingtolerated(0.08)probably_damaging(0.953)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
GABPB1SNVMissense_Mutationc.997N>Ap.Glu333Lysp.E333KQ06547protein_codingdeleterious(0.04)probably_damaging(0.935)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GABPB1SNVMissense_Mutationnovelc.451N>Tp.Asp151Tyrp.D151YQ06547protein_codingdeleterious(0)possibly_damaging(0.679)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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