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: UNC13B

Gene summary for UNC13B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UNC13B

Gene ID

10497

Gene nameunc-13 homolog B
Gene AliasMUNC13
Cytomap9p13.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

O14795


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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
10497UNC13BHTA11_3410_2000001011HumanColorectumAD4.83e-05-3.14e-010.0155
10497UNC13BHTA11_99999970781_79442HumanColorectumMSS1.03e-07-3.71e-010.294
10497UNC13BHTA11_99999973899_84307HumanColorectumMSS7.16e-09-7.30e-010.2585
10497UNC13BHTA11_99999974143_84620HumanColorectumMSS1.22e-26-7.24e-010.3005
10497UNC13BA015-C-203HumanColorectumFAP4.12e-27-5.02e-01-0.1294
10497UNC13BA015-C-204HumanColorectumFAP6.25e-06-2.65e-01-0.0228
10497UNC13BA014-C-040HumanColorectumFAP8.84e-04-2.28e-01-0.1184
10497UNC13BA002-C-201HumanColorectumFAP8.75e-14-2.92e-010.0324
10497UNC13BA001-C-119HumanColorectumFAP1.06e-08-4.90e-01-0.1557
10497UNC13BA001-C-108HumanColorectumFAP8.99e-12-1.36e-01-0.0272
10497UNC13BA002-C-205HumanColorectumFAP6.59e-26-5.56e-01-0.1236
10497UNC13BA015-C-005HumanColorectumFAP1.57e-03-2.05e-01-0.0336
10497UNC13BA015-C-006HumanColorectumFAP2.93e-19-5.00e-01-0.0994
10497UNC13BA015-C-106HumanColorectumFAP1.66e-06-2.47e-01-0.0511
10497UNC13BA002-C-114HumanColorectumFAP1.10e-20-4.82e-01-0.1561
10497UNC13BA015-C-104HumanColorectumFAP1.66e-30-4.18e-01-0.1899
10497UNC13BA001-C-014HumanColorectumFAP1.21e-09-2.52e-010.0135
10497UNC13BA002-C-016HumanColorectumFAP3.22e-22-4.07e-010.0521
10497UNC13BA015-C-002HumanColorectumFAP3.99e-13-3.56e-01-0.0763
10497UNC13BA001-C-007HumanColorectumCRC2.53e-05-5.85e-010.1899
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0031334ColorectumADpositive regulation of protein-containing complex assembly91/3918237/187234.78e-103.99e-0891
GO:1904951ColorectumADpositive regulation of establishment of protein localization112/3918319/187232.55e-091.80e-07112
GO:0051222ColorectumADpositive regulation of protein transport106/3918303/187238.45e-095.08e-07106
GO:0016050ColorectumADvesicle organization101/3918300/187231.65e-077.17e-06101
GO:0009743ColorectumADresponse to carbohydrate86/3918253/187238.43e-072.90e-0586
GO:0034284ColorectumADresponse to monosaccharide76/3918225/187234.64e-061.23e-0476
GO:0033500ColorectumADcarbohydrate homeostasis84/3918259/187239.10e-062.15e-0484
GO:0009746ColorectumADresponse to hexose73/3918219/187231.20e-052.65e-0473
GO:0009749ColorectumADresponse to glucose71/3918212/187231.31e-052.85e-0471
GO:0042593ColorectumADglucose homeostasis83/3918258/187231.44e-053.11e-0483
GO:0001678ColorectumADcellular glucose homeostasis60/3918172/187231.49e-053.18e-0460
GO:0071322ColorectumADcellular response to carbohydrate stimulus56/3918163/187234.61e-057.97e-0456
GO:0050708ColorectumADregulation of protein secretion83/3918268/187236.59e-051.07e-0383
GO:0071333ColorectumADcellular response to glucose stimulus52/3918151/187237.88e-051.25e-0352
GO:0009306ColorectumADprotein secretion105/3918359/187231.05e-041.57e-03105
GO:0071331ColorectumADcellular response to hexose stimulus52/3918153/187231.16e-041.71e-0352
GO:0035592ColorectumADestablishment of protein localization to extracellular region105/3918360/187231.18e-041.73e-03105
GO:0071326ColorectumADcellular response to monosaccharide stimulus52/3918154/187231.40e-041.98e-0352
GO:0071692ColorectumADprotein localization to extracellular region106/3918368/187231.86e-042.49e-03106
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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
UNC13BSNVMissense_Mutationnovelc.3284N>Cp.Gly1095Alap.G1095AO14795protein_codingdeleterious(0)probably_damaging(0.999)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
UNC13BSNVMissense_Mutationc.74C>Tp.Thr25Ilep.T25IO14795protein_codingdeleterious_low_confidence(0)probably_damaging(0.985)TCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
UNC13BSNVMissense_Mutationc.2542N>Tp.Ala848Serp.A848SO14795protein_codingtolerated(0.18)benign(0.067)TCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
UNC13BSNVMissense_Mutationc.202N>Cp.Gly68Argp.G68RO14795protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
UNC13BSNVMissense_Mutationc.1477N>Ap.Glu493Lysp.E493KO14795protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
UNC13BSNVMissense_Mutationrs770226679c.665C>Tp.Ser222Leup.S222LO14795protein_codingtolerated_low_confidence(0.69)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
UNC13BSNVMissense_Mutationrs542947932c.1462C>Gp.Pro488Alap.P488AO14795protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B6-A0IM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UNC13BSNVMissense_Mutationrs576351913c.4543N>Tp.His1515Tyrp.H1515YO14795protein_codingtolerated(0.32)possibly_damaging(0.616)TCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
UNC13BSNVMissense_Mutationnovelc.3157G>Cp.Val1053Leup.V1053LO14795protein_codingtolerated(0.05)benign(0.007)TCGA-BH-A1FC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UNC13BSNVMissense_Mutationc.355N>Tp.His119Tyrp.H119YO14795protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
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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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