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:000717318EsophagusESCCepidermal growth factor receptor signaling pathway73/8552108/187233.36e-063.73e-0573
GO:0043434111EsophagusESCCresponse to peptide hormone234/8552414/187234.93e-065.21e-05234
GO:003286918EsophagusESCCcellular response to insulin stimulus124/8552203/187236.63e-066.75e-05124
GO:003286818EsophagusESCCresponse to insulin156/8552264/187237.21e-067.20e-05156
GO:190118413EsophagusESCCregulation of ERBB signaling pathway54/855279/187233.81e-053.08e-0454
GO:007137516EsophagusESCCcellular response to peptide hormone stimulus166/8552290/187234.48e-053.55e-04166
GO:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:00420588EsophagusESCCregulation of epidermal growth factor receptor signaling pathway50/855273/187236.75e-055.12e-0450
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:00331355EsophagusESCCregulation of peptidyl-serine phosphorylation81/8552144/187236.79e-032.48e-0281
GO:00082869EsophagusESCCinsulin receptor signaling pathway66/8552116/187239.76e-033.37e-0266
GO:00457406EsophagusESCCpositive regulation of DNA replication26/855240/187231.08e-023.66e-0226
GO:00331383EsophagusESCCpositive regulation of peptidyl-serine phosphorylation61/8552108/187231.54e-024.96e-0261
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:190165316Oral cavityOSCCcellular response to peptide194/7305359/187234.31e-099.57e-08194
GO:003812715Oral cavityOSCCERBB signaling pathway76/7305121/187239.59e-081.66e-0676
GO:003286916Oral cavityOSCCcellular response to insulin stimulus114/7305203/187235.07e-077.41e-06114
GO:000717315Oral cavityOSCCepidermal growth factor receptor signaling pathway67/7305108/187231.04e-061.40e-0567
GO:00182098Oral cavityOSCCpeptidyl-serine modification175/7305338/187231.09e-061.46e-05175
GO:007137510Oral cavityOSCCcellular response to peptide hormone stimulus153/7305290/187231.23e-061.63e-05153
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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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