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: SCNN1B

Gene summary for SCNN1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCNN1B

Gene ID

6338

Gene namesodium channel epithelial 1 subunit beta
Gene AliasBESC1
Cytomap16p12.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

B2R812


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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
6338SCNN1BHTA11_3410_2000001011HumanColorectumAD1.91e-24-6.37e-010.0155
6338SCNN1BHTA11_2951_2000001011HumanColorectumAD2.48e-03-6.43e-010.0216
6338SCNN1BHTA11_1938_2000001011HumanColorectumAD2.92e-05-5.41e-01-0.0811
6338SCNN1BHTA11_78_2000001011HumanColorectumAD1.31e-04-4.60e-01-0.1088
6338SCNN1BHTA11_83_2000001011HumanColorectumSER2.38e-02-4.94e-01-0.1526
6338SCNN1BHTA11_866_2000001011HumanColorectumAD1.34e-02-3.53e-01-0.1001
6338SCNN1BHTA11_1391_2000001011HumanColorectumAD2.59e-07-4.74e-01-0.059
6338SCNN1BHTA11_7862_2000001011HumanColorectumAD4.78e-07-6.43e-01-0.0179
6338SCNN1BHTA11_866_3004761011HumanColorectumAD4.84e-24-6.43e-010.096
6338SCNN1BHTA11_8622_2000001021HumanColorectumSER8.44e-06-6.43e-010.0528
6338SCNN1BHTA11_10623_2000001011HumanColorectumAD6.57e-03-5.78e-01-0.0177
6338SCNN1BHTA11_10711_2000001011HumanColorectumAD4.47e-15-6.43e-010.0338
6338SCNN1BHTA11_7696_3000711011HumanColorectumAD2.57e-18-6.06e-010.0674
6338SCNN1BHTA11_6818_2000001011HumanColorectumAD1.30e-02-5.59e-010.0112
6338SCNN1BHTA11_6818_2000001021HumanColorectumAD8.82e-07-5.88e-010.0588
6338SCNN1BHTA11_99999970781_79442HumanColorectumMSS1.39e-20-6.16e-010.294
6338SCNN1BHTA11_99999965104_69814HumanColorectumMSS2.68e-09-6.17e-010.281
6338SCNN1BHTA11_99999971662_82457HumanColorectumMSS6.56e-26-6.35e-010.3859
6338SCNN1BHTA11_99999973899_84307HumanColorectumMSS1.09e-09-6.43e-010.2585
6338SCNN1BHTA11_99999974143_84620HumanColorectumMSS1.06e-23-6.34e-010.3005
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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
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:00517029Oral cavityOSCCbiological process involved in interaction with symbiont54/730594/187232.20e-041.44e-0354
GO:005087819Oral cavityOSCCregulation of body fluid levels179/7305379/187236.19e-043.50e-03179
GO:003196018Oral cavityOSCCresponse to corticosteroid86/7305167/187236.79e-043.79e-0386
GO:00060817Oral cavityOSCCcellular aldehyde metabolic process36/730560/187237.94e-044.27e-0336
GO:0036230Oral cavityOSCCgranulocyte activation26/730543/187233.55e-031.49e-0226
GO:0042119Oral cavityOSCCneutrophil activation22/730536/187235.96e-032.27e-0222
GO:00702543Oral cavityOSCCmucus secretion10/730513/187236.32e-032.35e-0210
GO:01100967Oral cavityOSCCcellular response to aldehyde10/730513/187236.32e-032.35e-0210
GO:00082024Oral cavityOSCCsteroid metabolic process146/7305319/187237.78e-032.85e-02146
GO:00352646Oral cavityOSCCmulticellular organism growth65/7305132/187231.06e-023.60e-0265
GO:00713848Oral cavityOSCCcellular response to corticosteroid stimulus33/730561/187231.19e-024.02e-0233
GO:00024441Oral cavityOSCCmyeloid leukocyte mediated immunity50/730599/187231.31e-024.34e-0250
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04960ColorectumFAPAldosterone-regulated sodium reabsorption13/140437/84654.79e-031.91e-021.16e-0213
hsa049601ColorectumFAPAldosterone-regulated sodium reabsorption13/140437/84654.79e-031.91e-021.16e-0213
hsa049602ColorectumCRCAldosterone-regulated sodium reabsorption12/109137/84651.66e-031.20e-028.16e-0312
hsa049603ColorectumCRCAldosterone-regulated sodium reabsorption12/109137/84651.66e-031.20e-028.16e-0312
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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
SCNN1BSNVMissense_Mutationrs72654326c.775C>Tp.Arg259Trpp.R259WP51168protein_codingdeleterious(0)probably_damaging(0.971)TCGA-BH-A0DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SCNN1BSNVMissense_Mutationc.1604T>Gp.Leu535Argp.L535RP51168protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCNN1BSNVMissense_Mutationc.1391N>Tp.Ser464Phep.S464FP51168protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SCNN1BSNVMissense_Mutationrs370777535c.91G>Ap.Asp31Asnp.D31NP51168protein_codingtolerated(0.9)benign(0.029)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SCNN1BinsertionFrame_Shift_Insnovelc.1271_1272insAATACTGCAACAACCGGGACTTp.His425IlefsTer33p.H425Ifs*33P51168protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SCNN1BSNVMissense_Mutationrs368632136c.562G>Ap.Gly188Argp.G188RP51168protein_codingtolerated(0.5)benign(0.012)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SCNN1BSNVMissense_Mutationc.632C>Tp.Ala211Valp.A211VP51168protein_codingdeleterious(0.02)probably_damaging(0.957)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
SCNN1BSNVMissense_Mutationc.1304N>Tp.Ala435Valp.A435VP51168protein_codingtolerated(0.34)benign(0.007)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SCNN1BSNVMissense_Mutationrs751021743c.1457N>Tp.Thr486Ilep.T486IP51168protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-AA-3930-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
SCNN1BSNVMissense_Mutationrs776860505c.1472N>Ap.Gly491Glup.G491EP51168protein_codingdeleterious(0.02)probably_damaging(0.991)TCGA-AA-A01I-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
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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
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANETRIAMTERENETRIAMTERENE
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEAMILORIDEAMILORIDE
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEtriamtereneTRIAMTERENE23788015
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEamilorideAMILORIDE23788015
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEP-552
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEblockerCHEMBL1398126AMILORIDE HYDROCHLORIDE
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEFarglitazarFARGLITAZAR18004211
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEAMILORIDEAMILORIDE
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEGS-9411
6338SCNN1BDRUGGABLE GENOME, ION CHANNEL, EXTERNAL SIDE OF PLASMA MEMBRANEblockerCHEMBL3545352P-1037
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