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: SCN9A

Gene summary for SCN9A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCN9A

Gene ID

6335

Gene namesodium voltage-gated channel alpha subunit 9
Gene AliasETHA
Cytomap2q24.3
Gene Typeprotein-coding
GO ID

GO:0001508

UniProtAcc

Q15858


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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
6335SCN9AHTA11_3410_2000001011HumanColorectumAD2.45e-31-8.06e-010.0155
6335SCN9AHTA11_2487_2000001011HumanColorectumSER2.99e-19-8.06e-01-0.1808
6335SCN9AHTA11_2951_2000001011HumanColorectumAD3.38e-03-7.56e-010.0216
6335SCN9AHTA11_1938_2000001011HumanColorectumAD2.64e-17-8.42e-01-0.0811
6335SCN9AHTA11_78_2000001011HumanColorectumAD9.20e-21-7.89e-01-0.1088
6335SCN9AHTA11_347_2000001011HumanColorectumAD1.48e-05-4.21e-01-0.1954
6335SCN9AHTA11_2112_2000001011HumanColorectumSER3.10e-04-7.46e-01-0.2196
6335SCN9AHTA11_3361_2000001011HumanColorectumAD1.57e-12-7.57e-01-0.1207
6335SCN9AHTA11_83_2000001011HumanColorectumSER1.62e-09-7.50e-01-0.1526
6335SCN9AHTA11_696_2000001011HumanColorectumAD6.85e-32-7.45e-01-0.1464
6335SCN9AHTA11_866_2000001011HumanColorectumAD1.27e-23-6.95e-01-0.1001
6335SCN9AHTA11_1391_2000001011HumanColorectumAD6.00e-25-7.99e-01-0.059
6335SCN9AHTA11_2992_2000001011HumanColorectumSER2.10e-05-7.99e-01-0.1706
6335SCN9AHTA11_5212_2000001011HumanColorectumAD1.41e-06-8.05e-01-0.2061
6335SCN9AHTA11_546_2000001011HumanColorectumAD4.80e-08-7.20e-01-0.0842
6335SCN9AHTA11_9341_2000001011HumanColorectumSER3.02e-02-8.10e-01-0.00410000000000005
6335SCN9AHTA11_7862_2000001011HumanColorectumAD1.91e-05-6.57e-01-0.0179
6335SCN9AHTA11_866_3004761011HumanColorectumAD8.63e-32-8.36e-010.096
6335SCN9AHTA11_4255_2000001011HumanColorectumSER3.28e-03-7.56e-010.0446
6335SCN9AHTA11_9408_2000001011HumanColorectumAD6.59e-05-8.55e-010.0451
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:0009636ColorectumADresponse to toxic substance88/3918262/187231.12e-063.72e-0588
GO:0009791ColorectumADpost-embryonic development29/391880/187231.13e-031.03e-0229
GO:00096361ColorectumSERresponse to toxic substance71/2897262/187238.63e-074.07e-0571
GO:00097911ColorectumSERpost-embryonic development22/289780/187234.12e-033.36e-0222
GO:00096362ColorectumMSSresponse to toxic substance73/3467262/187231.26e-041.94e-0373
GO:00097912ColorectumMSSpost-embryonic development26/346780/187231.91e-031.66e-0226
GO:0035725ColorectumFAPsodium ion transmembrane transport44/2622178/187239.31e-051.60e-0344
GO:0001508ColorectumFAPaction potential34/2622134/187233.30e-044.22e-0334
GO:0006814ColorectumFAPsodium ion transport54/2622245/187233.98e-044.85e-0354
GO:00097913ColorectumFAPpost-embryonic development23/262280/187234.51e-045.32e-0323
GO:00096363ColorectumFAPresponse to toxic substance53/2622262/187233.35e-032.46e-0253
GO:00015081ColorectumCRCaction potential32/2078134/187232.02e-055.90e-0432
GO:00357251ColorectumCRCsodium ion transmembrane transport39/2078178/187232.30e-056.60e-0439
GO:00068141ColorectumCRCsodium ion transport49/2078245/187233.01e-057.86e-0449
GO:00097914ColorectumCRCpost-embryonic development20/207880/187233.62e-045.45e-0320
GO:0035637ColorectumCRCmulticellular organismal signaling31/2078160/187231.39e-031.52e-0231
GO:0042391ColorectumCRCregulation of membrane potential67/2078434/187233.27e-032.81e-0267
GO:00097919EsophagusESCCpost-embryonic development56/855280/187239.08e-068.71e-0556
GO:000963620EsophagusESCCresponse to toxic substance150/8552262/187231.00e-047.12e-04150
GO:000979114ThyroidPTCpost-embryonic development48/596880/187231.99e-073.56e-0648
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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
SCN9ASNVMissense_Mutationc.2632G>Tp.Gly878Cysp.G878CQ15858protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SCN9ASNVMissense_Mutationrs766441372c.1954C>Gp.Gln652Glup.Q652EQ15858protein_codingtolerated(1)benign(0.001)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SCN9ASNVMissense_Mutationnovelc.2260N>Tp.His754Tyrp.H754YQ15858protein_codingtolerated(0.05)possibly_damaging(0.888)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
SCN9ASNVMissense_Mutationnovelc.4168N>Gp.Gln1390Glup.Q1390EQ15858protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SCN9ASNVMissense_Mutationc.3542N>Cp.Ser1181Thrp.S1181TQ15858protein_codingdeleterious(0.03)benign(0.05)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SCN9ASNVMissense_Mutationc.3436N>Ap.Asp1146Asnp.D1146NQ15858protein_codingdeleterious(0)possibly_damaging(0.728)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SCN9ASNVMissense_Mutationc.2668N>Ap.Asp890Asnp.D890NQ15858protein_codingtolerated(0.42)benign(0.006)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SCN9ASNVMissense_Mutationnovelc.4009T>Cp.Tyr1337Hisp.Y1337HQ15858protein_codingtolerated(0.34)benign(0.274)TCGA-AC-A3TM-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
SCN9ASNVMissense_Mutationnovelc.5503N>Gp.Thr1835Alap.T1835AQ15858protein_codingdeleterious(0.03)possibly_damaging(0.66)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCN9ASNVMissense_Mutationrs202083986c.553N>Tp.Arg185Cysp.R185CQ15858protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=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
6335SCN9ADRUGGABLE GENOME, ION CHANNELDWJ-208
6335SCN9ADRUGGABLE GENOME, ION CHANNELblockerCHEMBL16PHENYTOIN
6335SCN9ADRUGGABLE GENOME, ION CHANNELblocker135652722TETRODOTOXIN
6335SCN9ADRUGGABLE GENOME, ION CHANNELBenzene sulfonamide derivative 11
6335SCN9ADRUGGABLE GENOME, ION CHANNELblockerCHEMBL1200773TOCAINIDE HYDROCHLORIDE
6335SCN9ADRUGGABLE GENOME, ION CHANNELBenzene sulfonamide derivative 15
6335SCN9ADRUGGABLE GENOME, ION CHANNELblockerCHEMBL1200597ETIDOCAINE HYDROCHLORIDE
6335SCN9ADRUGGABLE GENOME, ION CHANNELblockerCHEMBL2107771RALFINAMIDE
6335SCN9ADRUGGABLE GENOME, ION CHANNELAryl carboxamide derivative 4
6335SCN9ADRUGGABLE GENOME, ION CHANNELRANOLAZINERANOLAZINE
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