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: BLCAP

Gene summary for BLCAP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BLCAP

Gene ID

10904

Gene nameBLCAP apoptosis inducing factor
Gene AliasBC10
Cytomap20q11.23
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

P62952


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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
10904BLCAPC46HumanOral cavityOSCC1.47e-359.92e-010.1673
10904BLCAPC51HumanOral cavityOSCC2.63e-281.64e+000.2674
10904BLCAPC06HumanOral cavityOSCC6.04e-091.96e+000.2699
10904BLCAPC07HumanOral cavityOSCC3.80e-051.64e+000.2491
10904BLCAPC08HumanOral cavityOSCC7.39e-451.09e+000.1919
10904BLCAPC09HumanOral cavityOSCC2.38e-064.77e-010.1431
10904BLCAPLN22HumanOral cavityOSCC7.03e-061.08e+000.1733
10904BLCAPLN46HumanOral cavityOSCC4.28e-141.00e+000.1666
10904BLCAPLP15HumanOral cavityLP7.77e-132.54e+000.2174
10904BLCAPLP17HumanOral cavityLP5.43e-111.82e+000.2349
10904BLCAPSYSMH1HumanOral cavityOSCC1.82e-298.59e-010.1127
10904BLCAPSYSMH2HumanOral cavityOSCC5.46e-291.05e+000.2326
10904BLCAPSYSMH3HumanOral cavityOSCC6.11e-351.09e+000.2442
10904BLCAPSYSMH4HumanOral cavityOSCC1.85e-103.17e-010.1226
10904BLCAPSYSMH5HumanOral cavityOSCC8.82e-186.50e-010.0647
10904BLCAPSYSMH6HumanOral cavityOSCC1.72e-054.88e-010.1275
10904BLCAPP4_S8_cSCCHumanSkincSCC4.02e-061.61e-01-0.3095
10904BLCAPP5_S10_cSCCHumanSkincSCC1.29e-064.70e-02-0.299
10904BLCAPP1_cSCCHumanSkincSCC4.48e-311.19e+000.0292
10904BLCAPP2_cSCCHumanSkincSCC7.52e-094.62e-01-0.024
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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:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:002241112LiverHCCcellular component disassembly282/7958443/187231.02e-191.38e-17282
GO:0097194LiverHCCexecution phase of apoptosis48/795885/187236.47e-032.63e-0248
GO:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:0022411110Oral cavityLPcellular component disassembly173/4623443/187239.97e-127.44e-10173
GO:0022411112SkincSCCcellular component disassembly201/4864443/187234.09e-195.69e-17201
GO:0022411113ThyroidPTCcellular component disassembly232/5968443/187231.36e-191.75e-17232
GO:002241124ThyroidATCcellular component disassembly248/6293443/187231.34e-223.69e-20248
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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
BLCAPSNVMissense_Mutationc.118N>Tp.Arg40Trpp.R40WP62952protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
BLCAPSNVMissense_Mutationnovelc.236N>Tp.Ala79Valp.A79VP62952protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.491)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BLCAPSNVMissense_Mutationnovelc.236N>Tp.Ala79Valp.A79VP62952protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.491)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BLCAPSNVMissense_Mutationc.233C>Tp.Ser78Leup.S78LP62952protein_codingtolerated_low_confidence(0.18)benign(0.007)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
BLCAPSNVMissense_Mutationnovelc.221C>Gp.Pro74Argp.P74RP62952protein_codingtolerated_low_confidence(0.46)benign(0.007)TCGA-AX-A3FV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BLCAPSNVMissense_Mutationc.84C>Ap.Phe28Leup.F28LP62952protein_codingtolerated(0.2)probably_damaging(0.992)TCGA-66-2778-01Lunglung squamous cell carcinomaFemale>=65III/IVChemotherapycisplatinCR
BLCAPSNVMissense_Mutationnovelc.250N>Ap.Val84Ilep.V84IP62952protein_codingtolerated_low_confidence(1)benign(0)TCGA-YL-A8SR-01Prostateprostate adenocarcinomaMale<659UnknownUnknownSD
BLCAPSNVMissense_Mutationc.233N>Tp.Ser78Leup.S78LP62952protein_codingtolerated_low_confidence(0.18)benign(0.007)TCGA-D7-A4YU-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapycapecitabineSD
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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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