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: BCAS4

Gene summary for BCAS4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCAS4

Gene ID

55653

Gene namebreast carcinoma amplified sequence 4
Gene AliasCNOL
Cytomap20q13.13
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8TDM0


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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
55653BCAS4GSM4909281HumanBreastIDC6.95e-031.26e-010.21
55653BCAS4GSM4909286HumanBreastIDC4.32e-072.37e-010.1081
55653BCAS4GSM4909293HumanBreastIDC2.90e-021.13e-010.1581
55653BCAS4GSM4909298HumanBreastIDC2.15e-061.85e-010.1551
55653BCAS4GSM4909301HumanBreastIDC1.20e-052.71e-010.1577
55653BCAS4GSM4909302HumanBreastIDC1.87e-062.76e-010.1545
55653BCAS4GSM4909304HumanBreastIDC2.46e-113.47e-010.1636
55653BCAS4GSM4909306HumanBreastIDC5.69e-051.59e-010.1564
55653BCAS4GSM4909307HumanBreastIDC1.17e-113.53e-010.1569
55653BCAS4GSM4909308HumanBreastIDC8.28e-255.03e-010.158
55653BCAS4GSM4909315HumanBreastIDC4.27e-021.51e-010.21
55653BCAS4GSM4909317HumanBreastIDC7.96e-072.31e-010.1355
55653BCAS4GSM4909319HumanBreastIDC4.34e-061.57e-010.1563
55653BCAS4GSM4909321HumanBreastIDC9.70e-052.67e-010.1559
55653BCAS4ctrl6HumanBreastPrecancer4.57e-083.62e-01-0.0061
55653BCAS4brca2HumanBreastPrecancer8.35e-031.51e-01-0.024
55653BCAS4brca3HumanBreastPrecancer2.73e-031.16e-01-0.0263
55653BCAS4brca10HumanBreastPrecancer8.61e-266.11e-01-0.0029
55653BCAS4M1HumanBreastIDC1.17e-093.35e-010.1577
55653BCAS4DCIS2HumanBreastDCIS4.20e-05-2.66e-020.0085
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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
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
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
BCAS4SNVMissense_Mutationrs375780908c.403N>Ap.Val135Metp.V135MQ8TDM0protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BCAS4SNVMissense_Mutationnovelc.195N>Tp.Glu65Aspp.E65DQ8TDM0protein_codingtolerated(0.26)probably_damaging(0.994)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
BCAS4SNVMissense_Mutationrs564853296c.613N>Ap.Val205Ilep.V205IQ8TDM0protein_codingtolerated_low_confidence(0.43)benign(0.015)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BCAS4SNVMissense_Mutationnovelc.617N>Ap.Arg206Glnp.R206QQ8TDM0protein_codingtolerated_low_confidence(0.28)benign(0)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
BCAS4SNVMissense_Mutationnovelc.181N>Ap.Ala61Thrp.A61TQ8TDM0protein_codingdeleterious(0.02)possibly_damaging(0.726)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
BCAS4SNVMissense_Mutationrs202162521c.449N>Ap.Arg150Glnp.R150QQ8TDM0protein_codingtolerated(0.1)benign(0.029)TCGA-BG-A220-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BCAS4SNVMissense_Mutationrs771780945c.448N>Tp.Arg150Trpp.R150WQ8TDM0protein_codingtolerated(0.06)benign(0.023)TCGA-D1-A2G5-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
BCAS4SNVMissense_Mutationc.376C>Tp.His126Tyrp.H126YQ8TDM0protein_codingtolerated(0.13)possibly_damaging(0.447)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BCAS4SNVMissense_Mutationnovelc.445C>Ap.Leu149Metp.L149MQ8TDM0protein_codingtolerated(0.06)probably_damaging(0.965)TCGA-EO-A3KX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BCAS4SNVMissense_Mutationc.269N>Tp.Ser90Leup.S90LQ8TDM0protein_codingdeleterious(0.03)possibly_damaging(0.701)TCGA-55-7995-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapycarboplatinCR
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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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