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: KCNS3

Gene summary for KCNS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KCNS3

Gene ID

3790

Gene namepotassium voltage-gated channel modifier subfamily S member 3
Gene AliasKV9.3
Cytomap2p24.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9BQ31


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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
3790KCNS3LZE2DHumanEsophagusHGIN2.73e-034.64e-010.0642
3790KCNS3LZE7THumanEsophagusESCC3.51e-031.42e-010.0667
3790KCNS3LZE20THumanEsophagusESCC9.63e-041.79e-010.0662
3790KCNS3LZE22THumanEsophagusESCC2.62e-046.24e-010.068
3790KCNS3LZE24THumanEsophagusESCC3.70e-331.02e+000.0596
3790KCNS3P1T-EHumanEsophagusESCC1.40e-147.42e-010.0875
3790KCNS3P2T-EHumanEsophagusESCC3.26e-163.77e-010.1177
3790KCNS3P4T-EHumanEsophagusESCC2.51e-164.88e-010.1323
3790KCNS3P5T-EHumanEsophagusESCC4.19e-234.06e-010.1327
3790KCNS3P8T-EHumanEsophagusESCC2.01e-214.07e-010.0889
3790KCNS3P9T-EHumanEsophagusESCC9.46e-275.60e-010.1131
3790KCNS3P10T-EHumanEsophagusESCC1.37e-192.66e-010.116
3790KCNS3P11T-EHumanEsophagusESCC4.97e-197.84e-010.1426
3790KCNS3P12T-EHumanEsophagusESCC4.03e-275.32e-010.1122
3790KCNS3P15T-EHumanEsophagusESCC3.71e-092.80e-010.1149
3790KCNS3P16T-EHumanEsophagusESCC5.19e-193.88e-010.1153
3790KCNS3P17T-EHumanEsophagusESCC1.88e-053.84e-010.1278
3790KCNS3P19T-EHumanEsophagusESCC1.29e-131.43e+000.1662
3790KCNS3P20T-EHumanEsophagusESCC3.79e-501.07e+000.1124
3790KCNS3P21T-EHumanEsophagusESCC1.49e-233.86e-010.1617
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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:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:00512591Oral cavityLPprotein complex oligomerization85/4623238/187238.81e-051.11e-0385
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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
KCNS3SNVMissense_Mutationc.88N>Gp.Gln30Glup.Q30EQ9BQ31protein_codingtolerated(0.31)benign(0.285)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
KCNS3SNVMissense_Mutationrs777273178c.371G>Ap.Arg124Hisp.R124HQ9BQ31protein_codingdeleterious(0.01)benign(0)TCGA-E2-A14P-01Breastbreast invasive carcinomaFemale>=65III/IVTargeted Molecular therapytrastuzumabSD
KCNS3SNVMissense_Mutationc.610N>Tp.Val204Phep.V204FQ9BQ31protein_codingtolerated(0.07)benign(0.224)TCGA-OL-A5D8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KCNS3insertionNonsense_Mutationnovelc.1408_1409insATTAGAATGGAGAATCCAGCGTAp.Ala470AspfsTer2p.A470Dfs*2Q9BQ31protein_codingTCGA-A8-A08X-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinPD
KCNS3insertionIn_Frame_Insnovelc.156_157insCTGp.Ala52_Ile53insLeup.A52_I53insLQ9BQ31protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
KCNS3insertionNonsense_Mutationnovelc.157_158insTAGTGCAATTACCATAAAGAGGTTTTCCCAAGTCAGGp.Leu54ValfsTer5p.L54Vfs*5Q9BQ31protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
KCNS3SNVMissense_Mutationrs556337820c.920C>Tp.Ser307Leup.S307LQ9BQ31protein_codingdeleterious(0)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KCNS3SNVMissense_Mutationc.358C>Tp.Arg120Cysp.R120CQ9BQ31protein_codingdeleterious(0)possibly_damaging(0.548)TCGA-C5-A7CK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
KCNS3SNVMissense_Mutationc.1127N>Ap.Thr376Asnp.T376NQ9BQ31protein_codingdeleterious(0.01)probably_damaging(0.961)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
KCNS3SNVMissense_Mutationrs780182339c.703G>Ap.Gly235Argp.G235RQ9BQ31protein_codingtolerated(0.08)benign(0.259)TCGA-JW-A69B-01Cervixcervical & endocervical cancerFemale<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
3790KCNS3ION CHANNEL, DRUGGABLE GENOMEblockerCHEMBL1200728GUANIDINE HYDROCHLORIDE
3790KCNS3ION CHANNEL, DRUGGABLE GENOMEblockerCHEMBL284348DALFAMPRIDINE
3790KCNS3ION CHANNEL, DRUGGABLE GENOMEblockerCHEMBL113461TEDISAMIL
3790KCNS3ION CHANNEL, DRUGGABLE GENOMEblockerCHEMBL2107762NERISPIRDINE
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