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: SNN

Gene summary for SNN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNN

Gene ID

8303

Gene namestannin
Gene AliasSNN
Cytomap16p13.13
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

O75324


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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
8303SNNLZE24THumanEsophagusESCC1.30e-068.81e-020.0596
8303SNNP2T-EHumanEsophagusESCC1.59e-265.19e-010.1177
8303SNNP4T-EHumanEsophagusESCC6.48e-144.23e-010.1323
8303SNNP5T-EHumanEsophagusESCC2.91e-162.19e-010.1327
8303SNNP8T-EHumanEsophagusESCC5.56e-093.28e-020.0889
8303SNNP9T-EHumanEsophagusESCC8.06e-033.93e-020.1131
8303SNNP10T-EHumanEsophagusESCC4.89e-181.09e-010.116
8303SNNP11T-EHumanEsophagusESCC1.59e-051.97e-010.1426
8303SNNP12T-EHumanEsophagusESCC8.93e-182.98e-010.1122
8303SNNP15T-EHumanEsophagusESCC6.21e-081.62e-010.1149
8303SNNP16T-EHumanEsophagusESCC7.39e-121.86e-010.1153
8303SNNP17T-EHumanEsophagusESCC2.26e-042.16e-010.1278
8303SNNP19T-EHumanEsophagusESCC1.24e-023.37e-010.1662
8303SNNP20T-EHumanEsophagusESCC7.07e-153.16e-010.1124
8303SNNP21T-EHumanEsophagusESCC4.02e-141.36e-010.1617
8303SNNP22T-EHumanEsophagusESCC4.90e-151.65e-010.1236
8303SNNP23T-EHumanEsophagusESCC2.25e-061.60e-010.108
8303SNNP24T-EHumanEsophagusESCC5.88e-051.04e-010.1287
8303SNNP26T-EHumanEsophagusESCC7.02e-161.16e-010.1276
8303SNNP27T-EHumanEsophagusESCC3.14e-148.63e-020.1055
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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:000963620EsophagusESCCresponse to toxic substance150/8552262/187231.00e-047.12e-04150
GO:000963618Oral cavityOSCCresponse to toxic substance137/7305262/187237.94e-068.52e-05137
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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
SNNSNVMissense_Mutationc.126N>Gp.Ser42Argp.S42RO75324protein_codingtolerated_low_confidence(0.06)probably_damaging(0.928)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SNNSNVMissense_Mutationc.21N>Ap.Ser7Argp.S7RO75324protein_codingdeleterious_low_confidence(0)benign(0.037)TCGA-BH-A1FC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SNNinsertionFrame_Shift_Insnovelc.170_171insCTTGGCACCTGGTTGCTGTGTTCCTGACAATp.Lys57AsnfsTer72p.K57Nfs*72O75324protein_codingTCGA-A8-A0A6-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyepirubicinCR
SNNSNVMissense_Mutationrs747411695c.119N>Ap.Arg40Hisp.R40HO75324protein_codingdeleterious_low_confidence(0)benign(0)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
SNNSNVMissense_Mutationnovelc.141N>Tp.Glu47Aspp.E47DO75324protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.874)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNNSNVMissense_Mutationc.191N>Gp.Gln64Argp.Q64RO75324protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.728)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
SNNSNVMissense_Mutationrs775385437c.67N>Ap.Ala23Thrp.A23TO75324protein_codingdeleterious_low_confidence(0)probably_damaging(0.948)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SNNSNVMissense_Mutationc.50N>Cp.Val17Alap.V17AO75324protein_codingdeleterious_low_confidence(0)possibly_damaging(0.822)TCGA-D1-A177-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
SNNSNVMissense_Mutationc.110N>Ap.Arg37Glnp.R37QO75324protein_codingdeleterious_low_confidence(0.03)benign(0.247)TCGA-L9-A7SV-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycisplatinCR
SNNSNVMissense_Mutationc.118N>Tp.Arg40Cysp.R40CO75324protein_codingdeleterious_low_confidence(0)benign(0.092)TCGA-HU-A4GQ-01Stomachstomach adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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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