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: BCL7B

Gene summary for BCL7B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCL7B

Gene ID

9275

Gene nameBAF chromatin remodeling complex subunit BCL7B
Gene AliasSMARCJ2
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q9BQE9


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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
9275BCL7BLZE4THumanEsophagusESCC3.71e-03-3.33e-020.0811
9275BCL7BLZE5THumanEsophagusESCC1.48e-026.62e-020.0514
9275BCL7BLZE7THumanEsophagusESCC5.42e-042.81e-020.0667
9275BCL7BLZE20THumanEsophagusESCC6.71e-072.23e-010.0662
9275BCL7BLZE24THumanEsophagusESCC3.14e-185.98e-010.0596
9275BCL7BLZE6THumanEsophagusESCC6.44e-03-1.34e-020.0845
9275BCL7BP1T-EHumanEsophagusESCC4.24e-127.24e-010.0875
9275BCL7BP2T-EHumanEsophagusESCC2.83e-203.63e-010.1177
9275BCL7BP4T-EHumanEsophagusESCC2.87e-338.77e-010.1323
9275BCL7BP5T-EHumanEsophagusESCC2.12e-204.34e-010.1327
9275BCL7BP8T-EHumanEsophagusESCC1.26e-184.41e-010.0889
9275BCL7BP9T-EHumanEsophagusESCC1.86e-185.71e-010.1131
9275BCL7BP10T-EHumanEsophagusESCC1.09e-346.71e-010.116
9275BCL7BP11T-EHumanEsophagusESCC1.19e-207.89e-010.1426
9275BCL7BP12T-EHumanEsophagusESCC4.58e-378.54e-010.1122
9275BCL7BP15T-EHumanEsophagusESCC3.19e-389.55e-010.1149
9275BCL7BP16T-EHumanEsophagusESCC5.93e-317.67e-010.1153
9275BCL7BP17T-EHumanEsophagusESCC3.45e-084.24e-010.1278
9275BCL7BP19T-EHumanEsophagusESCC1.13e-089.27e-010.1662
9275BCL7BP20T-EHumanEsophagusESCC4.64e-194.86e-010.1124
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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
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
GO:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:001605511LiverCirrhoticWnt signaling pathway150/4634444/187239.75e-061.42e-04150
GO:019873811LiverCirrhoticcell-cell signaling by wnt150/4634446/187231.28e-051.80e-04150
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:001605510Oral cavityOSCCWnt signaling pathway227/7305444/187231.10e-071.87e-06227
GO:019873810Oral cavityOSCCcell-cell signaling by wnt227/7305446/187231.75e-072.86e-06227
GO:001605515Oral cavityLPWnt signaling pathway140/4623444/187235.80e-045.35e-03140
GO:019873815Oral cavityLPcell-cell signaling by wnt140/4623446/187237.12e-046.38e-03140
GO:001605524SkincSCCWnt signaling pathway158/4864444/187233.80e-065.70e-05158
GO:019873824SkincSCCcell-cell signaling by wnt158/4864446/187235.08e-067.38e-05158
GO:0016055110ThyroidPTCWnt signaling pathway217/5968444/187233.71e-142.30e-12217
GO:0198738110ThyroidPTCcell-cell signaling by wnt217/5968446/187236.68e-143.73e-12217
GO:001605525ThyroidATCWnt signaling pathway234/6293444/187234.64e-174.31e-15234
GO:019873825ThyroidATCcell-cell signaling by wnt234/6293446/187239.26e-178.25e-15234
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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
BCL7BSNVMissense_Mutationnovelc.266N>Tp.Ser89Leup.S89Lprotein_codingtolerated(0.3)benign(0.373)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
BCL7BSNVMissense_Mutationrs545962743c.13C>Tp.Arg5Cysp.R5Cprotein_codingunknown(0)TCGA-OL-A5DA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BCL7BSNVMissense_Mutationrs782334386c.218N>Tp.Ser73Leup.S73Lprotein_codingtolerated(0.11)benign(0.388)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
BCL7BSNVMissense_Mutationrs782453916c.201N>Cp.Glu67Aspp.E67Dprotein_codingtolerated(0.28)benign(0.268)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BCL7BSNVMissense_Mutationnovelc.135N>Tp.Lys45Asnp.K45Nprotein_codingdeleterious(0)probably_damaging(0.986)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
BCL7BSNVMissense_Mutationrs782766469c.446C>Tp.Thr149Metp.T149Mprotein_codingtolerated(0.31)possibly_damaging(0.823)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BCL7BSNVMissense_Mutationrs782334386c.218C>Tp.Ser73Leup.S73Lprotein_codingtolerated(0.11)benign(0.388)TCGA-BG-A0VX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BCL7BSNVMissense_Mutationc.302N>Gp.Glu101Glyp.E101Gprotein_codingdeleterious(0)probably_damaging(0.952)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BCL7BSNVMissense_Mutationnovelc.593G>Ap.Arg198Hisp.R198Hprotein_codingdeleterious(0)probably_damaging(0.992)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BCL7BSNVMissense_Mutationnovelc.616N>Tp.Val206Leup.V206Lprotein_codingdeleterious_low_confidence(0.01)benign(0.248)TCGA-G3-AAUZ-01Liverliver hepatocellular carcinomaMale<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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