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: BARX2

Gene summary for BARX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BARX2

Gene ID

8538

Gene nameBARX homeobox 2
Gene AliasBARX2
Cytomap11q24.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9UMQ3


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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
8538BARX2LZE20THumanEsophagusESCC2.34e-03-1.56e-010.0662
8538BARX2P1T-EHumanEsophagusESCC6.98e-031.01e-010.0875
8538BARX2P2T-EHumanEsophagusESCC1.59e-06-2.31e-010.1177
8538BARX2P5T-EHumanEsophagusESCC1.62e-08-1.53e-010.1327
8538BARX2P8T-EHumanEsophagusESCC2.43e-05-2.52e-010.0889
8538BARX2P9T-EHumanEsophagusESCC8.61e-03-2.64e-010.1131
8538BARX2P10T-EHumanEsophagusESCC3.97e-04-2.64e-010.116
8538BARX2P12T-EHumanEsophagusESCC1.68e-05-2.47e-010.1122
8538BARX2P16T-EHumanEsophagusESCC8.40e-04-2.50e-010.1153
8538BARX2P20T-EHumanEsophagusESCC1.13e-10-1.95e-020.1124
8538BARX2P21T-EHumanEsophagusESCC4.31e-08-4.25e-020.1617
8538BARX2P22T-EHumanEsophagusESCC3.73e-12-1.49e-010.1236
8538BARX2P23T-EHumanEsophagusESCC4.00e-057.30e-020.108
8538BARX2P24T-EHumanEsophagusESCC1.92e-04-2.10e-010.1287
8538BARX2P26T-EHumanEsophagusESCC3.81e-06-2.37e-010.1276
8538BARX2P27T-EHumanEsophagusESCC5.67e-04-1.74e-010.1055
8538BARX2P28T-EHumanEsophagusESCC1.49e-05-2.34e-010.1149
8538BARX2P31T-EHumanEsophagusESCC4.02e-02-1.16e-010.1251
8538BARX2P32T-EHumanEsophagusESCC1.56e-05-2.59e-010.1666
8538BARX2P37T-EHumanEsophagusESCC3.29e-04-2.36e-010.1371
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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
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
GO:00487052EsophagusESCCskeletal system morphogenesis120/8552220/187234.90e-031.89e-02120
GO:00512161EsophagusESCCcartilage development103/8552190/187231.08e-023.67e-02103
GO:00426928SkinAKmuscle cell differentiation64/1910384/187235.51e-058.38e-0464
GO:00614483SkinAKconnective tissue development40/1910252/187233.17e-031.95e-0240
GO:00512162SkinAKcartilage development31/1910190/187235.79e-033.14e-0231
GO:00511468SkinAKstriated muscle cell differentiation42/1910283/187238.46e-034.19e-0242
GO:004269215SkinSCCISmuscle cell differentiation37/919384/187237.38e-051.71e-0337
GO:005114616SkinSCCISstriated muscle cell differentiation25/919283/187233.38e-033.01e-0225
GO:005121611SkinSCCIScartilage development18/919190/187235.86e-034.52e-0218
GO:006144811SkinSCCISconnective tissue development22/919252/187236.57e-034.89e-0222
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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
BARX2TRANSCervixHealthyLY6D,CRABP2,KRT13, 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.
BARX2IMENTColorectumHealthyZNF622,SEMA3C,CA13, etc.3.12e-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.
∗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
BARX2SNVMissense_Mutationnovelc.569N>Cp.Lys190Thrp.K190TQ9UMQ3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BARX2SNVMissense_Mutationrs551250441c.221N>Tp.Ser74Leup.S74LQ9UMQ3protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AN-A0XV-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
BARX2SNVMissense_Mutationnovelc.212N>Tp.Pro71Leup.P71LQ9UMQ3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EW-A2FR-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyepirubicinSD
BARX2insertionNonsense_Mutationnovelc.259_260insGCCTAGCTAGAAGTGTACTCAAAGAATAAGAGAAGCTATTp.Val87GlyfsTer10p.V87Gfs*10Q9UMQ3protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BARX2SNVMissense_Mutationrs867138901c.340N>Ap.Glu114Lysp.E114KQ9UMQ3protein_codingtolerated(0.49)benign(0.053)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
BARX2SNVMissense_Mutationc.102N>Tp.Glu34Aspp.E34DQ9UMQ3protein_codingtolerated(0.05)probably_damaging(0.967)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
BARX2SNVMissense_Mutationrs769021373c.616N>Tp.Arg206Cysp.R206CQ9UMQ3protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
BARX2SNVMissense_Mutationrs376626609c.818N>Tp.Ser273Leup.S273LQ9UMQ3protein_codingtolerated_low_confidence(0.2)benign(0)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BARX2SNVMissense_Mutationc.56N>Tp.Arg19Metp.R19MQ9UMQ3protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BARX2SNVMissense_Mutationc.358N>Ap.Glu120Lysp.E120KQ9UMQ3protein_codingtolerated(0.07)probably_damaging(0.986)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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