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: BEX5

Gene summary for BEX5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BEX5

Gene ID

340542

Gene namebrain expressed X-linked 5
Gene AliasNGFRAP1L1
CytomapXq22.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q5H9J7


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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
340542BEX5EEC-subject1HumanEndometriumEEC2.11e-308.19e-01-0.2682
340542BEX5EEC-subject5HumanEndometriumEEC7.65e-032.68e-01-0.249
340542BEX5GSM5276935HumanEndometriumEEC4.01e-123.13e-01-0.123
340542BEX5GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.98e-042.39e-01-0.1869
340542BEX5GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC5.83e-031.20e-01-0.1883
340542BEX5GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.70e-105.36e-01-0.1934
340542BEX5C04HumanOral cavityOSCC8.69e-115.60e-010.2633
340542BEX5C57HumanOral cavityOSCC3.73e-042.15e-010.1679
340542BEX5C06HumanOral cavityOSCC9.47e-056.38e-010.2699
340542BEX5C08HumanOral cavityOSCC1.18e-042.57e-010.1919
340542BEX5C09HumanOral cavityOSCC2.39e-021.87e-010.1431
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
∗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
BEX5SNVMissense_Mutationc.295N>Gp.Pro99Alap.P99AQ5H9J7protein_codingdeleterious(0.04)possibly_damaging(0.826)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
BEX5SNVMissense_Mutationnovelc.204G>Ap.Met68Ilep.M68IQ5H9J7protein_codingtolerated(0.05)benign(0.163)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BEX5SNVMissense_Mutationc.298N>Tp.His100Tyrp.H100YQ5H9J7protein_codingdeleterious(0.02)benign(0.361)TCGA-AA-3854-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BEX5SNVMissense_Mutationc.166N>Ap.Asp56Asnp.D56NQ5H9J7protein_codingtolerated(0.72)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BEX5SNVMissense_Mutationrs781843692c.275N>Ap.Arg92Hisp.R92HQ5H9J7protein_codingtolerated(0.05)possibly_damaging(0.643)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BEX5SNVMissense_Mutationnovelc.151N>Tp.Pro51Serp.P51SQ5H9J7protein_codingtolerated(0.14)benign(0.207)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
BEX5SNVMissense_Mutationnovelc.160C>Tp.Leu54Phep.L54FQ5H9J7protein_codingtolerated(0.7)benign(0.031)TCGA-AP-A0LS-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BEX5SNVMissense_Mutationnovelc.175N>Tp.Asp59Tyrp.D59YQ5H9J7protein_codingdeleterious(0)possibly_damaging(0.77)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
BEX5SNVMissense_Mutationnovelc.236N>Ap.Arg79Lysp.R79KQ5H9J7protein_codingtolerated(0.41)benign(0.166)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
BEX5SNVMissense_Mutationc.166N>Ap.Asp56Asnp.D56NQ5H9J7protein_codingtolerated(0.72)benign(0.003)TCGA-AX-A0J0-01Endometriumuterine 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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