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: BEX1

Gene summary for BEX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BEX1

Gene ID

55859

Gene namebrain expressed X-linked 1
Gene AliasBEX2
CytomapXq22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9HBH7


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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
55859BEX1S41HumanLiverCirrhotic9.42e-04-7.32e-01-0.0343
55859BEX1S43HumanLiverCirrhotic3.56e-28-7.32e-01-0.0187
55859BEX1HCC1_MengHumanLiverHCC2.13e-27-7.32e-010.0246
55859BEX1HCC2_MengHumanLiverHCC2.97e-25-7.23e-010.0107
55859BEX1cirrhotic1HumanLiverCirrhotic7.09e-13-7.99e-020.0202
55859BEX1cirrhotic2HumanLiverCirrhotic1.50e-05-3.58e-010.0201
55859BEX1cirrhotic3HumanLiverCirrhotic8.73e-06-4.74e-010.0215
55859BEX1HCC2HumanLiverHCC4.06e-079.02e-010.5341
55859BEX1HCC5HumanLiverHCC6.91e-12-7.32e-010.4932
55859BEX1Pt13.aHumanLiverHCC9.62e-30-7.32e-010.021
55859BEX1Pt13.bHumanLiverHCC5.92e-21-7.32e-010.0251
55859BEX1Pt13.cHumanLiverHCC5.77e-14-7.32e-010.0076
55859BEX1Pt14.aHumanLiverHCC1.97e-02-7.32e-010.0169
55859BEX1Pt14.bHumanLiverHCC7.18e-04-7.32e-010.018
55859BEX1Pt14.cHumanLiverHCC6.56e-05-7.32e-010.0054
55859BEX1Pt14.dHumanLiverHCC1.79e-25-7.23e-010.0143
55859BEX1S027HumanLiverHCC9.42e-04-7.32e-010.2446
55859BEX1S028HumanLiverHCC1.96e-13-7.32e-010.2503
55859BEX1S029HumanLiverHCC1.32e-11-7.32e-010.2581
55859BEX1HTA12-15-2HumanPancreasPDAC2.58e-058.98e-010.2315
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:00510913LiverHCCpositive regulation of DNA-binding transcription factor activity131/7958260/187235.98e-032.45e-02131
GO:005109010ThyroidHTregulation of DNA-binding transcription factor activity46/1272440/187232.39e-032.03e-0246
GO:005109110ThyroidHTpositive regulation of DNA-binding transcription factor activity30/1272260/187233.15e-032.52e-0230
GO:005109016ThyroidPTCregulation of DNA-binding transcription factor activity178/5968440/187237.63e-056.54e-04178
GO:005109115ThyroidPTCpositive regulation of DNA-binding transcription factor activity107/5968260/187239.44e-045.70e-03107
GO:005109022ThyroidATCregulation of DNA-binding transcription factor activity190/6293440/187231.49e-051.39e-04190
GO:005109122ThyroidATCpositive regulation of DNA-binding transcription factor activity111/6293260/187231.32e-036.88e-03111
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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
∗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
BEX1insertionNonsense_Mutationnovelc.127_128insGp.Tyr43Terp.Y43*Q9HBH7protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
BEX1insertionIn_Frame_Insnovelc.126_127insACCTTTACCTGTCACTTGTTTACGp.Glu42_Tyr43insThrPheThrCysHisLeuPheThrp.E42_Y43insTFTCHLFTQ9HBH7protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
BEX1SNVMissense_Mutationnovelc.164N>Cp.Val55Alap.V55AQ9HBH7protein_codingtolerated(0.21)benign(0.015)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BEX1SNVMissense_Mutationrs1045065c.50C>Tp.Ala17Valp.A17VQ9HBH7protein_codingtolerated(0.37)benign(0.001)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BEX1SNVMissense_Mutationc.154N>Tp.Arg52Trpp.R52WQ9HBH7protein_codingtolerated(0.08)probably_damaging(0.91)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
BEX1SNVMissense_Mutationc.302N>Cp.Leu101Serp.L101SQ9HBH7protein_codingtolerated(0.07)possibly_damaging(0.502)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
BEX1SNVMissense_Mutationc.148N>Tp.Arg50Cysp.R50CQ9HBH7protein_codingtolerated(0.18)benign(0.165)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BEX1SNVMissense_Mutationc.148N>Tp.Arg50Cysp.R50CQ9HBH7protein_codingtolerated(0.18)benign(0.165)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BEX1SNVMissense_Mutationnovelc.79N>Tp.Val27Phep.V27FQ9HBH7protein_codingtolerated(0.05)benign(0.057)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
BEX1SNVMissense_Mutationc.97N>Tp.Pro33Serp.P33SQ9HBH7protein_codingtolerated(0.14)benign(0.048)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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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