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: SNCA

Gene summary for SNCA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNCA

Gene ID

6622

Gene namesynuclein alpha
Gene AliasNACP
Cytomap4q22.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P37840


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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
6622SNCAP2T-EHumanEsophagusESCC1.48e-163.68e-010.1177
6622SNCAP8T-EHumanEsophagusESCC2.40e-134.25e-010.0889
6622SNCAP9T-EHumanEsophagusESCC2.04e-042.64e-010.1131
6622SNCAP10T-EHumanEsophagusESCC7.30e-427.83e-010.116
6622SNCAP11T-EHumanEsophagusESCC1.77e-097.33e-010.1426
6622SNCAP12T-EHumanEsophagusESCC9.01e-041.91e-010.1122
6622SNCAP15T-EHumanEsophagusESCC1.09e-287.95e-010.1149
6622SNCAP16T-EHumanEsophagusESCC9.44e-102.42e-010.1153
6622SNCAP21T-EHumanEsophagusESCC2.61e-104.90e-010.1617
6622SNCAP24T-EHumanEsophagusESCC4.21e-044.65e-020.1287
6622SNCAP26T-EHumanEsophagusESCC8.01e-134.86e-010.1276
6622SNCAP28T-EHumanEsophagusESCC4.97e-053.39e-010.1149
6622SNCAP30T-EHumanEsophagusESCC1.14e-087.63e-010.137
6622SNCAP32T-EHumanEsophagusESCC3.36e-227.82e-010.1666
6622SNCAP36T-EHumanEsophagusESCC2.79e-026.05e-010.1187
6622SNCAP37T-EHumanEsophagusESCC1.38e-092.63e-010.1371
6622SNCAP40T-EHumanEsophagusESCC3.86e-033.17e-010.109
6622SNCAP49T-EHumanEsophagusESCC3.88e-051.20e+000.1768
6622SNCAP52T-EHumanEsophagusESCC2.88e-065.58e-010.1555
6622SNCAP57T-EHumanEsophagusESCC1.05e-095.16e-010.0926
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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
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:005123518Oral cavityOSCCmaintenance of location182/7305327/187236.16e-101.58e-08182
GO:00516509Oral cavityOSCCestablishment of vesicle localization101/7305161/187238.79e-102.17e-08101
GO:00165734Oral cavityOSCChistone acetylation96/7305152/187231.35e-093.29e-0896
GO:00183934Oral cavityOSCCinternal peptidyl-lysine acetylation99/7305158/187231.41e-093.39e-0899
GO:00064754Oral cavityOSCCinternal protein amino acid acetylation100/7305160/187231.43e-093.41e-08100
GO:001063918Oral cavityOSCCnegative regulation of organelle organization190/7305348/187232.12e-094.97e-08190
GO:003227120Oral cavityOSCCregulation of protein polymerization134/7305233/187237.20e-091.51e-07134
GO:00310567Oral cavityOSCCregulation of histone modification94/7305152/187239.57e-091.99e-0794
GO:190121420Oral cavityOSCCregulation of neuron death174/7305319/187231.09e-082.23e-07174
GO:001095019Oral cavityOSCCpositive regulation of endopeptidase activity107/7305179/187231.38e-082.78e-07107
GO:00516489Oral cavityOSCCvesicle localization105/7305177/187233.30e-086.30e-07105
GO:004217719Oral cavityOSCCnegative regulation of protein catabolic process77/7305121/187233.49e-086.64e-0777
GO:003010016Oral cavityOSCCregulation of endocytosis121/7305211/187234.74e-088.80e-07121
GO:005165120Oral cavityOSCCmaintenance of location in cell121/7305214/187231.39e-072.32e-06121
GO:190121620Oral cavityOSCCpositive regulation of neuron death63/730597/187232.02e-073.25e-0663
GO:200105618Oral cavityOSCCpositive regulation of cysteine-type endopeptidase activity88/7305148/187233.59e-075.40e-0688
GO:200037716Oral cavityOSCCregulation of reactive oxygen species metabolic process92/7305157/187234.96e-077.27e-0692
GO:005140217Oral cavityOSCCneuron apoptotic process134/7305246/187235.65e-078.19e-06134
GO:000675318Oral cavityOSCCnucleoside phosphate metabolic process247/7305497/187236.28e-078.96e-06247
GO:004328018Oral cavityOSCCpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process78/7305129/187236.35e-079.03e-0678
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05022210EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa05010210EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa0502238EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501038EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa0501230Oral cavityOSCCParkinson disease188/3704266/84651.82e-191.52e-177.75e-18188
hsa0501028Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
hsa0502228Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa05012113Oral cavityOSCCParkinson disease188/3704266/84651.82e-191.52e-177.75e-18188
hsa05010112Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
hsa05022112Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa05012210Oral cavityLPParkinson disease166/2418266/84652.02e-313.36e-292.17e-29166
hsa0501029Oral cavityLPAlzheimer disease197/2418384/84656.66e-223.69e-202.38e-20197
hsa0502229Oral cavityLPPathways of neurodegeneration - multiple diseases232/2418476/84657.77e-223.69e-202.38e-20232
hsa0501238Oral cavityLPParkinson disease166/2418266/84652.02e-313.36e-292.17e-29166
hsa0501037Oral cavityLPAlzheimer disease197/2418384/84656.66e-223.69e-202.38e-20197
hsa0502237Oral cavityLPPathways of neurodegeneration - multiple diseases232/2418476/84657.77e-223.69e-202.38e-20232
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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
SNCASNVMissense_Mutationc.152N>Tp.Gly51Valp.G51VP37840protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SNCASNVMissense_Mutationnovelc.249N>Tp.Glu83Aspp.E83DP37840protein_codingdeleterious(0.03)probably_damaging(0.927)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SNCASNVMissense_Mutationrs548523899c.287N>Gp.Lys96Argp.K96RP37840protein_codingtolerated(0.29)benign(0.003)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
SNCASNVMissense_Mutationnovelc.176N>Tp.Thr59Ilep.T59IP37840protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNCASNVMissense_Mutationnovelc.403G>Tp.Asp135Tyrp.D135YP37840protein_codingdeleterious_low_confidence(0)possibly_damaging(0.455)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
SNCASNVMissense_Mutationc.386N>Tp.Ser129Phep.S129FP37840protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.586)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SNCASNVMissense_Mutationc.4N>Tp.Asp2Tyrp.D2YP37840protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SNCASNVMissense_Mutationc.290N>Tp.Lys97Metp.K97MP37840protein_codingdeleterious(0.04)probably_damaging(0.927)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SNCASNVMissense_Mutationnovelc.409N>Ap.Glu137Lysp.E137KP37840protein_codingdeleterious_low_confidence(0.01)benign(0.025)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNCASNVMissense_Mutationc.41N>Ap.Gly14Glup.G14EP37840protein_codingdeleterious(0)probably_damaging(1)TCGA-DD-A4NF-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
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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
6622SNCADRUGGABLE GENOME, TRANSPORTERALTENUSINALTENUSIN
6622SNCADRUGGABLE GENOME, TRANSPORTERMYCOPHENOLIC ACIDMYCOPHENOLIC ACID
6622SNCADRUGGABLE GENOME, TRANSPORTERCALCDPWWCALCDPWW19597508
6622SNCADRUGGABLE GENOME, TRANSPORTERNPT-200-11
6622SNCADRUGGABLE GENOME, TRANSPORTERDNDI1417599CHEMBL2094833
6622SNCADRUGGABLE GENOME, TRANSPORTERGARDENINGARDENIN
6622SNCADRUGGABLE GENOME, TRANSPORTERDOXORUBICIN HYDROCHLORIDEDOXORUBICIN HYDROCHLORIDE
6622SNCADRUGGABLE GENOME, TRANSPORTERNSC-228155CHEMBL505670
6622SNCADRUGGABLE GENOME, TRANSPORTERDNDI1417076CHEMBL1526167
6622SNCADRUGGABLE GENOME, TRANSPORTERTCMDC-123769CHEMBL534353
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