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: BCAR3

Gene summary for BCAR3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCAR3

Gene ID

8412

Gene nameBCAR3 adaptor protein, NSP family member
Gene AliasAND-34
Cytomap1p22.1
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

O75815


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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
8412BCAR3CCI_1HumanCervixCC2.23e-088.22e-010.528
8412BCAR3CCI_3HumanCervixCC7.33e-126.34e-010.516
8412BCAR3sample3HumanCervixCC4.86e-031.76e-010.1387
8412BCAR3T3HumanCervixCC2.44e-041.43e-010.1389
8412BCAR3HTA11_347_2000001011HumanColorectumAD3.29e-094.29e-01-0.1954
8412BCAR3HTA11_866_2000001011HumanColorectumAD9.77e-072.10e-01-0.1001
8412BCAR3HTA11_7696_3000711011HumanColorectumAD1.95e-031.28e-010.0674
8412BCAR3A015-C-203HumanColorectumFAP4.02e-03-1.39e-01-0.1294
8412BCAR3A002-C-205HumanColorectumFAP2.60e-05-2.11e-01-0.1236
8412BCAR3A015-C-006HumanColorectumFAP2.04e-03-2.17e-01-0.0994
8412BCAR3A002-C-114HumanColorectumFAP4.02e-03-1.95e-01-0.1561
8412BCAR3A015-C-104HumanColorectumFAP1.71e-04-1.58e-01-0.1899
8412BCAR3A015-C-002HumanColorectumFAP1.47e-03-2.77e-01-0.0763
8412BCAR3A002-C-116HumanColorectumFAP6.23e-04-2.16e-01-0.0452
8412BCAR3A014-C-008HumanColorectumFAP3.74e-02-1.94e-01-0.191
8412BCAR3A018-E-020HumanColorectumFAP1.54e-04-2.13e-01-0.2034
8412BCAR3CRC-3-11773HumanColorectumCRC1.35e-02-2.17e-010.2564
8412BCAR3LZE24THumanEsophagusESCC2.90e-031.96e-010.0596
8412BCAR3LZE6THumanEsophagusESCC9.20e-036.31e-010.0845
8412BCAR3P2T-EHumanEsophagusESCC1.50e-101.58e-010.1177
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
∗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:00071738CervixCCepidermal growth factor receptor signaling pathway36/2311108/187231.04e-088.44e-0736
GO:00430877CervixCCregulation of GTPase activity79/2311348/187234.21e-082.60e-0679
GO:00381278CervixCCERBB signaling pathway37/2311121/187238.57e-084.88e-0637
GO:19016538CervixCCcellular response to peptide72/2311359/187231.89e-053.48e-0472
GO:00434104CervixCCpositive regulation of MAPK cascade90/2311480/187232.92e-054.83e-0490
GO:00181057CervixCCpeptidyl-serine phosphorylation63/2311315/187236.65e-059.47e-0463
GO:00435476CervixCCpositive regulation of GTPase activity53/2311255/187238.72e-051.16e-0353
GO:00182096CervixCCpeptidyl-serine modification66/2311338/187239.58e-051.25e-0366
GO:00420586CervixCCregulation of epidermal growth factor receptor signaling pathway21/231173/187231.36e-041.67e-0321
GO:00434349CervixCCresponse to peptide hormone77/2311414/187231.40e-041.70e-0377
GO:19011846CervixCCregulation of ERBB signaling pathway22/231179/187231.61e-041.93e-0322
GO:00713757CervixCCcellular response to peptide hormone stimulus57/2311290/187232.32e-042.59e-0357
GO:00328698CervixCCcellular response to insulin stimulus42/2311203/187234.95e-044.83e-0342
GO:00328688CervixCCresponse to insulin50/2311264/187231.28e-031.02e-0250
GO:00094109CervixCCresponse to xenobiotic stimulus78/2311462/187232.39e-031.70e-0278
GO:00457404CervixCCpositive regulation of DNA replication12/231140/187232.44e-031.71e-0212
GO:00062602CervixCCDNA replication48/2311260/187232.70e-031.85e-0248
GO:00082865CervixCCinsulin receptor signaling pathway25/2311116/187233.59e-032.30e-0225
GO:00331353CervixCCregulation of peptidyl-serine phosphorylation29/2311144/187235.10e-033.01e-0229
GO:0150063CervixCCvisual system development63/2311375/187236.58e-033.65e-0263
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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
BCAR3SNVMissense_Mutationc.382G>Ap.Asp128Asnp.D128NO75815protein_codingdeleterious(0.01)possibly_damaging(0.881)TCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
BCAR3SNVMissense_Mutationc.538C>Ap.Leu180Metp.L180MO75815protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
BCAR3SNVMissense_Mutationc.13N>Cp.Lys5Glnp.K5QO75815protein_codingdeleterious_low_confidence(0)possibly_damaging(0.82)TCGA-A8-A06Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCAR3SNVMissense_Mutationc.1987G>Ap.Glu663Lysp.E663KO75815protein_codingdeleterious(0)possibly_damaging(0.714)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BCAR3SNVMissense_Mutationnovelc.587N>Gp.Ala196Glyp.A196GO75815protein_codingtolerated(0.1)benign(0.297)TCGA-AR-A5QQ-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycarboplatinPD
BCAR3SNVMissense_Mutationc.1428G>Cp.Leu476Phep.L476FO75815protein_codingdeleterious(0.03)benign(0.116)TCGA-BH-A1F0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BCAR3SNVMissense_Mutationnovelc.193G>Ap.Asp65Asnp.D65NO75815protein_codingtolerated(0.09)benign(0.439)TCGA-D8-A3Z5-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
BCAR3SNVMissense_Mutationnovelc.1246N>Tp.Pro416Serp.P416SO75815protein_codingtolerated(0.16)benign(0.012)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
BCAR3insertionFrame_Shift_Insnovelc.1975_1976insAGTGCCCTGTTTCTCCTTGTGTGp.Ile659LysfsTer12p.I659Kfs*12O75815protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BCAR3deletionFrame_Shift_Delnovelc.409delGp.Glu137SerfsTer8p.E137Sfs*8O75815protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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
8412BCAR3KINASEANTIESTROGEN9582273
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