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: BCL7C

Gene summary for BCL7C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCL7C

Gene ID

9274

Gene nameBAF chromatin remodeling complex subunit BCL7C
Gene AliasSMARCJ3
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q8WUZ0


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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
9274BCL7CGSM4909281HumanBreastIDC1.83e-256.44e-010.21
9274BCL7CGSM4909282HumanBreastIDC2.30e-094.40e-01-0.0288
9274BCL7CGSM4909286HumanBreastIDC4.29e-234.96e-010.1081
9274BCL7CGSM4909291HumanBreastIDC6.47e-043.53e-010.1753
9274BCL7CGSM4909295HumanBreastIDC4.53e-084.79e-010.0898
9274BCL7CGSM4909298HumanBreastIDC1.43e-134.28e-010.1551
9274BCL7CGSM4909306HumanBreastIDC1.20e-165.43e-010.1564
9274BCL7CGSM4909311HumanBreastIDC1.10e-07-1.21e-010.1534
9274BCL7CGSM4909317HumanBreastIDC4.53e-062.72e-010.1355
9274BCL7CGSM4909319HumanBreastIDC2.23e-131.02e-010.1563
9274BCL7CGSM4909321HumanBreastIDC1.66e-031.76e-010.1559
9274BCL7CDCIS2HumanBreastDCIS8.57e-673.06e-010.0085
9274BCL7CLZE20THumanEsophagusESCC6.34e-073.46e-010.0662
9274BCL7CLZE22D1HumanEsophagusHGIN4.27e-039.13e-020.0595
9274BCL7CLZE22THumanEsophagusESCC2.01e-032.45e-010.068
9274BCL7CLZE24THumanEsophagusESCC2.31e-125.13e-010.0596
9274BCL7CLZE21THumanEsophagusESCC9.78e-033.79e-010.0655
9274BCL7CP1T-EHumanEsophagusESCC5.68e-136.60e-010.0875
9274BCL7CP2T-EHumanEsophagusESCC5.30e-489.27e-010.1177
9274BCL7CP4T-EHumanEsophagusESCC3.08e-358.16e-010.1323
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
BCL7CSNVMissense_Mutationrs138503357c.131N>Ap.Arg44Hisp.R44HQ8WUZ0protein_codingdeleterious(0)possibly_damaging(0.736)TCGA-UL-AAZ6-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyherceptinSD
BCL7CSNVMissense_Mutationc.454N>Gp.Ile152Valp.I152VQ8WUZ0protein_codingtolerated(1)benign(0)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BCL7CSNVMissense_Mutationnovelc.587N>Ap.Pro196Hisp.P196HQ8WUZ0protein_codingdeleterious(0)possibly_damaging(0.889)TCGA-AA-3982-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
BCL7CSNVMissense_Mutationc.617T>Ap.Leu206Hisp.L206HQ8WUZ0protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
BCL7CSNVMissense_Mutationc.460G>Ap.Ala154Thrp.A154TQ8WUZ0protein_codingtolerated(0.09)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
BCL7CSNVMissense_Mutationrs746313841c.647C>Tp.Ala216Valp.A216VQ8WUZ0protein_codingtolerated_low_confidence(0.06)benign(0)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
BCL7CSNVMissense_Mutationrs758429606c.368N>Ap.Arg123Hisp.R123HQ8WUZ0protein_codingdeleterious(0.05)possibly_damaging(0.674)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
BCL7CSNVMissense_Mutationnovelc.130N>Ap.Arg44Serp.R44SQ8WUZ0protein_codingdeleterious(0.01)benign(0.272)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BCL7CSNVMissense_Mutationrs138503357c.131N>Ap.Arg44Hisp.R44HQ8WUZ0protein_codingdeleterious(0)possibly_damaging(0.736)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BCL7CSNVMissense_Mutationrs771270258c.670N>Ap.Gly224Argp.G224RQ8WUZ0protein_codingdeleterious_low_confidence(0)benign(0.021)TCGA-AX-A2HJ-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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