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: BORCS6

Gene summary for BORCS6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BORCS6

Gene ID

54785

Gene nameBLOC-1 related complex subunit 6
Gene AliasC17orf59
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q96GS4


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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
54785BORCS6LZE4THumanEsophagusESCC4.26e-032.41e-010.0811
54785BORCS6LZE20THumanEsophagusESCC4.25e-021.11e-010.0662
54785BORCS6LZE22THumanEsophagusESCC6.78e-032.02e-010.068
54785BORCS6LZE24THumanEsophagusESCC8.76e-164.75e-010.0596
54785BORCS6LZE21THumanEsophagusESCC2.17e-031.86e-010.0655
54785BORCS6P1T-EHumanEsophagusESCC1.56e-063.28e-010.0875
54785BORCS6P2T-EHumanEsophagusESCC2.63e-071.84e-010.1177
54785BORCS6P4T-EHumanEsophagusESCC2.26e-124.01e-010.1323
54785BORCS6P5T-EHumanEsophagusESCC1.23e-021.07e-010.1327
54785BORCS6P8T-EHumanEsophagusESCC1.30e-121.20e-010.0889
54785BORCS6P10T-EHumanEsophagusESCC9.44e-097.76e-020.116
54785BORCS6P11T-EHumanEsophagusESCC2.68e-074.70e-010.1426
54785BORCS6P12T-EHumanEsophagusESCC9.34e-132.53e-010.1122
54785BORCS6P15T-EHumanEsophagusESCC4.56e-101.14e-010.1149
54785BORCS6P16T-EHumanEsophagusESCC1.53e-122.00e-010.1153
54785BORCS6P17T-EHumanEsophagusESCC3.80e-103.09e-010.1278
54785BORCS6P19T-EHumanEsophagusESCC3.43e-045.25e-010.1662
54785BORCS6P20T-EHumanEsophagusESCC4.36e-132.24e-010.1124
54785BORCS6P21T-EHumanEsophagusESCC4.47e-111.63e-010.1617
54785BORCS6P22T-EHumanEsophagusESCC2.44e-092.17e-010.1236
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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
∗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
BORCS6SNVMissense_Mutationc.985N>Ap.Glu329Lysp.E329KQ96GS4protein_codingdeleterious(0.02)probably_damaging(0.966)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BORCS6SNVMissense_Mutationc.13N>Tp.Arg5Trpp.R5WQ96GS4protein_codingtolerated_low_confidence(0.06)benign(0.003)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
BORCS6SNVMissense_Mutationnovelc.826G>Ap.Asp276Asnp.D276NQ96GS4protein_codingdeleterious(0.03)probably_damaging(0.924)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
BORCS6SNVMissense_Mutationrs766704278c.938T>Cp.Met313Thrp.M313TQ96GS4protein_codingtolerated(0.1)probably_damaging(0.953)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
BORCS6SNVMissense_Mutationc.649N>Ap.Val217Ilep.V217IQ96GS4protein_codingtolerated(0.09)possibly_damaging(0.557)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
BORCS6SNVMissense_Mutationnovelc.790N>Ap.Leu264Metp.L264MQ96GS4protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BORCS6SNVMissense_Mutationc.824N>Cp.Val275Alap.V275AQ96GS4protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
BORCS6SNVMissense_Mutationnovelc.894G>Tp.Gln298Hisp.Q298HQ96GS4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
BORCS6SNVMissense_Mutationnovelc.467N>Ap.Gly156Aspp.G156DQ96GS4protein_codingdeleterious_low_confidence(0)benign(0.276)TCGA-4R-AA8I-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
BORCS6insertionFrame_Shift_Insnovelc.29_30insGCCCCp.Glu11ProfsTer9p.E11Pfs*9Q96GS4protein_codingTCGA-DD-A11D-01Liverliver hepatocellular carcinomaFemale<65I/IITargeted Molecular therapysorafenibPD
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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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