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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: BCL2A1

Gene summary for BCL2A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCL2A1

Gene ID

597

Gene nameBCL2 related protein A1
Gene AliasACC-1
Cytomap15q25.1
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q16548


Top

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
597BCL2A1GSM4909287HumanBreastIDC3.31e-257.94e-010.2057
597BCL2A1LZE11DHumanEsophagusHGIN3.32e-065.98e-01-0.005
597BCL2A1P2T-EHumanEsophagusESCC5.53e-126.90e-010.1177
597BCL2A1P76T-EHumanEsophagusESCC7.28e-054.36e-010.1207
597BCL2A1C04HumanOral cavityOSCC2.02e-043.70e-010.2633
597BCL2A1C21HumanOral cavityOSCC3.11e-211.08e+000.2678
597BCL2A1C30HumanOral cavityOSCC1.17e-145.04e-010.3055
597BCL2A1C51HumanOral cavityOSCC3.00e-032.44e-010.2674
597BCL2A1C07HumanOral cavityOSCC4.58e-044.53e-010.2491
597BCL2A1C08HumanOral cavityOSCC3.61e-031.71e-010.1919
597BCL2A1C09HumanOral cavityOSCC9.22e-041.12e-010.1431
597BCL2A1EOLP-1HumanOral cavityEOLP8.23e-165.98e-01-0.0202
597BCL2A1EOLP-2HumanOral cavityEOLP1.22e-083.97e-01-0.0203
Page: 1 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:009719314BreastIDCintrinsic apoptotic signaling pathway69/1434288/187236.32e-182.99e-1569
GO:009719114BreastIDCextrinsic apoptotic signaling pathway42/1434219/187232.56e-081.73e-0642
GO:000756813BreastIDCaging52/1434339/187231.14e-065.10e-0552
GO:000863013BreastIDCintrinsic apoptotic signaling pathway in response to DNA damage21/143499/187231.57e-053.94e-0421
GO:009719327EsophagusHGINintrinsic apoptotic signaling pathway90/2587288/187231.50e-142.80e-1290
GO:009719126EsophagusHGINextrinsic apoptotic signaling pathway56/2587219/187232.48e-068.80e-0556
GO:000863020EsophagusHGINintrinsic apoptotic signaling pathway in response to DNA damage28/258799/187231.24e-042.54e-0328
GO:0097193111EsophagusESCCintrinsic apoptotic signaling pathway222/8552288/187235.87e-282.02e-25222
GO:0097191111EsophagusESCCextrinsic apoptotic signaling pathway159/8552219/187234.12e-162.94e-14159
GO:0008630110EsophagusESCCintrinsic apoptotic signaling pathway in response to DNA damage78/855299/187231.43e-115.08e-1078
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:00380347EsophagusESCCsignal transduction in absence of ligand48/855265/187233.63e-063.97e-0548
GO:00971927EsophagusESCCextrinsic apoptotic signaling pathway in absence of ligand48/855265/187233.63e-063.97e-0548
GO:00215436EsophagusESCCpallium development94/8552169/187235.79e-032.14e-0294
GO:009719320Oral cavityOSCCintrinsic apoptotic signaling pathway202/7305288/187234.64e-271.73e-24202
GO:009719120Oral cavityOSCCextrinsic apoptotic signaling pathway142/7305219/187237.34e-154.55e-13142
GO:000756818Oral cavityOSCCaging194/7305339/187236.18e-122.33e-10194
GO:000863018Oral cavityOSCCintrinsic apoptotic signaling pathway in response to DNA damage72/730599/187239.50e-123.50e-1072
GO:00380346Oral cavityOSCCsignal transduction in absence of ligand44/730565/187232.63e-063.26e-0544
GO:00971926Oral cavityOSCCextrinsic apoptotic signaling pathway in absence of ligand44/730565/187232.63e-063.26e-0544
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0421022BreastIDCApoptosis31/867136/84651.34e-051.61e-041.20e-0431
hsa0421032BreastIDCApoptosis31/867136/84651.34e-051.61e-041.20e-0431
hsa0421020EsophagusHGINApoptosis36/1383136/84651.67e-031.52e-021.20e-0236
hsa04210110EsophagusHGINApoptosis36/1383136/84651.67e-031.52e-021.20e-0236
hsa052215EsophagusESCCAcute myeloid leukemia49/420567/84657.43e-053.07e-041.57e-0449
hsa040645EsophagusESCCNF-kappa B signaling pathway67/4205104/84651.62e-034.89e-032.50e-0367
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0522113EsophagusESCCAcute myeloid leukemia49/420567/84657.43e-053.07e-041.57e-0449
hsa0406412EsophagusESCCNF-kappa B signaling pathway67/4205104/84651.62e-034.89e-032.50e-0367
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0421018Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa040644Oral cavityOSCCNF-kappa B signaling pathway67/3704104/84651.57e-056.75e-053.44e-0567
hsa052214Oral cavityOSCCAcute myeloid leukemia42/370467/84651.34e-033.75e-031.91e-0342
hsa0421019Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa0406411Oral cavityOSCCNF-kappa B signaling pathway67/3704104/84651.57e-056.75e-053.44e-0567
hsa0522112Oral cavityOSCCAcute myeloid leukemia42/370467/84651.34e-033.75e-031.91e-0342
hsa0421043Oral cavityEOLPApoptosis40/1218136/84654.20e-062.91e-051.72e-0540
hsa040642Oral cavityEOLPNF-kappa B signaling pathway31/1218104/84653.72e-051.82e-041.07e-0431
hsa0522121Oral cavityEOLPAcute myeloid leukemia19/121867/84652.20e-037.32e-034.32e-0319
hsa0421053Oral cavityEOLPApoptosis40/1218136/84654.20e-062.91e-051.72e-0540
Page: 1 2 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
BCL2A1SNVMissense_Mutationc.296N>Gp.Leu99Argp.L99RQ16548protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
BCL2A1SNVMissense_Mutationnovelc.240N>Cp.Glu80Aspp.E80DQ16548protein_codingtolerated(0.22)possibly_damaging(0.814)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
BCL2A1SNVMissense_Mutationc.368N>Tp.Ala123Valp.A123VQ16548protein_codingdeleterious(0.01)probably_damaging(0.915)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
BCL2A1SNVMissense_Mutationc.422N>Cp.Glu141Alap.E141AQ16548protein_codingdeleterious(0.01)benign(0.246)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
BCL2A1SNVMissense_Mutationc.375N>Ap.Phe125Leup.F125LQ16548protein_codingdeleterious(0.01)probably_damaging(0.958)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
BCL2A1SNVMissense_Mutationc.358N>Cp.Tyr120Hisp.Y120HQ16548protein_codingtolerated(0.49)benign(0.003)TCGA-AG-3887-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyirinotecanSD
BCL2A1insertionFrame_Shift_Insnovelc.472_473insAAAGTTGTTTATTTAAAAGp.Leu158GlnfsTer15p.L158Qfs*15Q16548protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BCL2A1SNVMissense_Mutationnovelc.472N>Ap.Leu158Ilep.L158IQ16548protein_codingtolerated(0.26)benign(0.01)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BCL2A1SNVMissense_Mutationnovelc.364N>Ap.Val122Ilep.V122IQ16548protein_codingtolerated(0.58)benign(0.034)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BCL2A1SNVMissense_Mutationnovelc.193G>Tp.Asp65Tyrp.D65YQ16548protein_codingdeleterious(0.01)probably_damaging(0.964)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 

Top

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
597BCL2A1DRUGGABLE GENOMEApogossypolone
597BCL2A1DRUGGABLE GENOMEUS8937193-compound-6b
597BCL2A1DRUGGABLE GENOMEUS8937193-compound-7
597BCL2A1DRUGGABLE GENOMEinhibitorCHEMBL2107358OBATOCLAX MESYLATE
Page: 1