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: BORCS7

Gene summary for BORCS7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BORCS7

Gene ID

119032

Gene nameBLOC-1 related complex subunit 7
Gene AliasC10orf32
Cytomap10q24.32
Gene Typeprotein-coding
GO ID

GO:0000323

UniProtAcc

A0A0B4J1R7


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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
119032BORCS7LZE4THumanEsophagusESCC3.30e-079.32e-020.0811
119032BORCS7LZE5THumanEsophagusESCC7.85e-045.67e-020.0514
119032BORCS7LZE8THumanEsophagusESCC5.69e-051.05e-010.067
119032BORCS7LZE20THumanEsophagusESCC1.94e-065.04e-020.0662
119032BORCS7LZE24THumanEsophagusESCC1.32e-175.04e-010.0596
119032BORCS7LZE21THumanEsophagusESCC1.94e-022.54e-020.0655
119032BORCS7LZE6THumanEsophagusESCC1.83e-03-1.61e-020.0845
119032BORCS7P1T-EHumanEsophagusESCC1.25e-041.47e-010.0875
119032BORCS7P2T-EHumanEsophagusESCC1.86e-131.86e-010.1177
119032BORCS7P4T-EHumanEsophagusESCC2.02e-214.16e-010.1323
119032BORCS7P5T-EHumanEsophagusESCC3.53e-161.95e-010.1327
119032BORCS7P8T-EHumanEsophagusESCC9.48e-275.13e-010.0889
119032BORCS7P9T-EHumanEsophagusESCC2.69e-072.06e-010.1131
119032BORCS7P10T-EHumanEsophagusESCC1.01e-251.58e-010.116
119032BORCS7P11T-EHumanEsophagusESCC3.13e-115.66e-010.1426
119032BORCS7P12T-EHumanEsophagusESCC9.83e-285.79e-010.1122
119032BORCS7P15T-EHumanEsophagusESCC2.67e-108.45e-020.1149
119032BORCS7P16T-EHumanEsophagusESCC8.44e-191.39e-010.1153
119032BORCS7P17T-EHumanEsophagusESCC8.89e-066.31e-020.1278
119032BORCS7P19T-EHumanEsophagusESCC3.88e-022.40e-010.1662
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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
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
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
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
BORCS7SNVMissense_Mutationrs765943098c.65N>Tp.Thr22Metp.T22MQ96B45protein_codingdeleterious(0.03)possibly_damaging(0.795)TCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BORCS7insertionIn_Frame_Insnovelc.303_304insGCCCAGGCTGGTCTTp.Leu101_Asn102insAlaGlnAlaGlyLeup.L101_N102insAQAGLQ96B45protein_codingTCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
BORCS7insertionFrame_Shift_Insnovelc.305_306insACp.Asn102LysfsTer5p.N102Kfs*5Q96B45protein_codingTCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
BORCS7SNVMissense_Mutationc.202N>Tp.Asp68Tyrp.D68YQ96B45protein_codingdeleterious(0.02)possibly_damaging(0.673)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
BORCS7SNVMissense_Mutationc.103N>Tp.Leu35Phep.L35FQ96B45protein_codingdeleterious(0.03)benign(0.315)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BORCS7SNVMissense_Mutationrs748603513c.227N>Cp.Ile76Thrp.I76TQ96B45protein_codingtolerated(0.1)benign(0.049)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
BORCS7SNVMissense_Mutationnovelc.161G>Ap.Arg54Glnp.R54QQ96B45protein_codingtolerated(0.07)benign(0.177)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
BORCS7SNVMissense_Mutationnovelc.294N>Tp.Gln98Hisp.Q98HQ96B45protein_codingdeleterious(0.02)possibly_damaging(0.789)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BORCS7SNVMissense_Mutationnovelc.149N>Ap.Gly50Aspp.G50DQ96B45protein_codingtolerated(0.13)possibly_damaging(0.676)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BORCS7SNVMissense_Mutationnovelc.219G>Tp.Met73Ilep.M73IQ96B45protein_codingtolerated(0.07)possibly_damaging(0.465)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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