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: BEND7

Gene summary for BEND7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BEND7

Gene ID

222389

Gene nameBEN domain containing 7
Gene AliasC10orf30
Cytomap10p13
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8N7W2


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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
222389BEND7GSM5252132_BPH389PrGFHumanProstateBPH1.75e-046.40e-01-0.2247
222389BEND7GSM5252133_BPH389PrSFHumanProstateBPH1.39e-038.39e-01-0.2027
222389BEND7GSM5252135_BPH511PrPUr_Fcol_3GEXHumanProstateBPH1.48e-298.21e-01-0.1833
222389BEND7047563_1562-all-cellsHumanProstateBPH1.61e-021.62e-010.0791
222389BEND7048752_1579-all-cellsHumanProstateBPH2.60e-194.86e-010.1008
222389BEND7052095_1628-all-cellsHumanProstateBPH1.79e-022.21e-010.1032
222389BEND7052097_1595-all-cellsHumanProstateBPH1.09e-316.53e-010.0972
222389BEND7052099_1652-all-cellsHumanProstateBPH1.55e-134.71e-010.1038
222389BEND7Dong_P1HumanProstateTumor9.12e-118.28e-020.035
222389BEND7male-WTAHumanThyroidPTC6.65e-191.91e-020.1037
222389BEND7PTC01HumanThyroidPTC2.01e-112.49e-020.1899
222389BEND7PTC03HumanThyroidPTC5.24e-044.95e-020.1784
222389BEND7PTC04HumanThyroidPTC5.06e-173.18e-010.1927
222389BEND7PTC05HumanThyroidPTC1.14e-247.94e-010.2065
222389BEND7PTC06HumanThyroidPTC3.20e-317.12e-010.2057
222389BEND7PTC07HumanThyroidPTC9.34e-245.32e-010.2044
222389BEND7ATC09HumanThyroidATC2.35e-051.15e-010.2871
222389BEND7ATC13HumanThyroidATC4.57e-255.02e-010.34
222389BEND7ATC1HumanThyroidATC3.01e-041.00e-010.2878
222389BEND7ATC5HumanThyroidATC8.60e-255.59e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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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
BEND7SNVMissense_Mutationnovelc.248C>Tp.Ser83Phep.S83FQ8N7W2protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
BEND7SNVMissense_Mutationc.896G>Cp.Gly299Alap.G299AQ8N7W2protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.998)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
BEND7SNVMissense_Mutationrs141298792c.679G>Ap.Asp227Asnp.D227NQ8N7W2protein_codingdeleterious_low_confidence(0.03)probably_damaging(0.973)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BEND7SNVMissense_Mutationnovelc.113N>Tp.Asp38Valp.D38VQ8N7W2protein_codingdeleterious_low_confidence(0.01)benign(0.046)TCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BEND7insertionNonsense_Mutationnovelc.1102_1103insAAAAAATGCTTTAAAAAATGTGAGAGAGTGGTTGAGTGCAGTGp.Thr368LysfsTer5p.T368Kfs*5Q8N7W2protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BEND7insertionNonsense_Mutationnovelc.769_770insTGTTAATTTGTTGAAATAATAATTTAAGAGCCp.Ser257MetfsTer5p.S257Mfs*5Q8N7W2protein_codingTCGA-A8-A090-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BEND7insertionNonsense_Mutationnovelc.506_507insTATGGCACGCTATGATGCTGAGCAGCGATGAGCAGCCGAAGCp.Val169_Pro170insMetAlaArgTyrAspAlaGluGlnArgTerAlaAlaGluAlap.V169_P170insMARYDAEQR*AAEAQ8N7W2protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BEND7SNVMissense_Mutationrs534620750c.58C>Tp.Arg20Trpp.R20WQ8N7W2protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
BEND7SNVMissense_Mutationc.370N>Gp.Leu124Valp.L124VQ8N7W2protein_codingdeleterious_low_confidence(0)probably_damaging(0.99)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
BEND7SNVMissense_Mutationc.633G>Cp.Glu211Aspp.E211DQ8N7W2protein_codingtolerated_low_confidence(0.2)benign(0.145)TCGA-IR-A3LA-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
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