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:00512623EsophagusESCCprotein tetramerization54/855287/187231.50e-037.06e-0354
GO:000223719EsophagusESCCresponse to molecule of bacterial origin194/8552363/187231.64e-037.61e-03194
GO:00061096EsophagusESCCregulation of carbohydrate metabolic process101/8552178/187231.89e-038.52e-03101
GO:007124117EsophagusESCCcellular response to inorganic substance125/8552226/187232.17e-039.67e-03125
GO:00311138EsophagusESCCregulation of microtubule polymerization36/855255/187232.43e-031.06e-0236
GO:00019211EsophagusESCCpositive regulation of receptor recycling12/855214/187232.51e-031.08e-0212
GO:190121516EsophagusESCCnegative regulation of neuron death115/8552208/187233.24e-031.34e-02115
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:006168417EsophagusESCCchaperone-mediated autophagy13/855216/187234.05e-031.62e-0213
GO:00106755EsophagusESCCregulation of cellular carbohydrate metabolic process83/8552146/187234.24e-031.69e-0283
GO:00484892EsophagusESCCsynaptic vesicle transport28/855242/187234.90e-031.89e-0228
GO:0010640EsophagusESCCregulation of platelet-derived growth factor receptor signaling pathway17/855223/187235.73e-032.13e-0217
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:00513534EsophagusESCCpositive regulation of oxidoreductase activity37/855259/187236.23e-032.29e-0237
GO:001046620EsophagusESCCnegative regulation of peptidase activity140/8552262/187236.73e-032.46e-02140
GO:00331355EsophagusESCCregulation of peptidyl-serine phosphorylation81/8552144/187236.79e-032.48e-0281
GO:001095119EsophagusESCCnegative regulation of endopeptidase activity135/8552252/187236.86e-032.51e-02135
GO:20007574EsophagusESCCnegative regulation of peptidyl-lysine acetylation15/855220/187237.60e-032.71e-0215
GO:00103101EsophagusESCCregulation of hydrogen peroxide metabolic process16/855222/187239.46e-033.28e-0216
GO:19019844EsophagusESCCnegative regulation of protein acetylation17/855224/187231.13e-023.81e-0217
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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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