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
8303SNNP28T-EHumanEsophagusESCC4.66e-192.17e-010.1149
8303SNNP30T-EHumanEsophagusESCC1.65e-155.01e-010.137
8303SNNP31T-EHumanEsophagusESCC1.88e-141.30e-010.1251
8303SNNP32T-EHumanEsophagusESCC3.48e-134.65e-020.1666
8303SNNP36T-EHumanEsophagusESCC2.95e-102.42e-010.1187
8303SNNP37T-EHumanEsophagusESCC1.52e-098.05e-020.1371
8303SNNP39T-EHumanEsophagusESCC3.21e-084.82e-020.0894
8303SNNP42T-EHumanEsophagusESCC2.05e-061.66e-010.1175
8303SNNP47T-EHumanEsophagusESCC2.59e-109.73e-020.1067
8303SNNP48T-EHumanEsophagusESCC2.85e-106.91e-020.0959
8303SNNP49T-EHumanEsophagusESCC2.59e-096.53e-010.1768
8303SNNP52T-EHumanEsophagusESCC4.72e-143.37e-010.1555
8303SNNP54T-EHumanEsophagusESCC1.47e-021.02e-010.0975
8303SNNP56T-EHumanEsophagusESCC1.67e-024.98e-010.1613
8303SNNP57T-EHumanEsophagusESCC2.05e-091.39e-010.0926
8303SNNP61T-EHumanEsophagusESCC1.27e-051.43e-010.099
8303SNNP62T-EHumanEsophagusESCC2.12e-091.48e-010.1302
8303SNNP65T-EHumanEsophagusESCC1.87e-081.49e-010.0978
8303SNNP74T-EHumanEsophagusESCC6.83e-037.09e-020.1479
8303SNNP75T-EHumanEsophagusESCC6.71e-161.54e-010.1125
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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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