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: KCNE3

Gene summary for KCNE3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KCNE3

Gene ID

10008

Gene namepotassium voltage-gated channel subfamily E regulatory subunit 3
Gene AliasBRGDA6
Cytomap11q13.4
Gene Typeprotein-coding
GO ID

GO:0001508

UniProtAcc

Q6IAE6


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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
10008KCNE3LZE4THumanEsophagusESCC8.19e-031.73e-010.0811
10008KCNE3LZE7THumanEsophagusESCC2.93e-084.67e-010.0667
10008KCNE3LZE24THumanEsophagusESCC1.62e-072.03e-010.0596
10008KCNE3P2T-EHumanEsophagusESCC8.84e-051.56e-010.1177
10008KCNE3P4T-EHumanEsophagusESCC4.71e-299.01e-010.1323
10008KCNE3P8T-EHumanEsophagusESCC1.11e-164.67e-010.0889
10008KCNE3P9T-EHumanEsophagusESCC1.44e-124.26e-010.1131
10008KCNE3P15T-EHumanEsophagusESCC4.00e-031.42e-010.1149
10008KCNE3P23T-EHumanEsophagusESCC2.11e-331.10e+000.108
10008KCNE3P26T-EHumanEsophagusESCC4.52e-021.38e-010.1276
10008KCNE3P27T-EHumanEsophagusESCC4.82e-163.49e-010.1055
10008KCNE3P28T-EHumanEsophagusESCC1.75e-256.97e-010.1149
10008KCNE3P30T-EHumanEsophagusESCC3.70e-181.04e+000.137
10008KCNE3P39T-EHumanEsophagusESCC4.69e-123.25e-010.0894
10008KCNE3P47T-EHumanEsophagusESCC2.36e-053.08e-010.1067
10008KCNE3P48T-EHumanEsophagusESCC9.01e-185.17e-010.0959
10008KCNE3P57T-EHumanEsophagusESCC6.96e-061.91e-010.0926
10008KCNE3P62T-EHumanEsophagusESCC1.02e-042.11e-010.1302
10008KCNE3P74T-EHumanEsophagusESCC7.30e-063.21e-010.1479
10008KCNE3P75T-EHumanEsophagusESCC1.43e-429.62e-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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗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:00300485StomachGCactin filament-based movement22/1159127/187231.03e-053.42e-0422
GO:00109594StomachGCregulation of metal ion transport39/1159406/187234.34e-033.58e-0239
GO:00860033StomachGCcardiac muscle cell contraction11/115973/187235.06e-034.00e-0211
GO:00702523StomachGCactin-mediated cell contraction13/115997/187236.72e-034.89e-0213
GO:003004811StomachCAG with IMactin filament-based movement20/1050127/187232.61e-057.39e-0420
GO:008600311StomachCAG with IMcardiac muscle cell contraction11/105073/187232.38e-032.37e-0211
GO:007025211StomachCAG with IMactin-mediated cell contraction13/105097/187232.94e-032.77e-0213
GO:001095911StomachCAG with IMregulation of metal ion transport36/1050406/187234.52e-033.77e-0236
GO:003004821StomachCSGactin filament-based movement20/1034127/187232.09e-056.18e-0420
GO:008600321StomachCSGcardiac muscle cell contraction11/103473/187232.11e-032.18e-0211
GO:007025221StomachCSGactin-mediated cell contraction13/103497/187232.58e-032.50e-0213
GO:00109592StomachCSGregulation of metal ion transport36/1034406/187233.54e-033.18e-0236
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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
KCNE3insertionIn_Frame_Insnovelc.46_47insTCTATCTTTTCCTGGGAAAAAATCCTTATGCACAAGGCTTCGGTCTACp.Ala16delinsValTyrLeuPheLeuGlyLysAsnProTyrAlaGlnGlyPheGlyLeuProp.A16delinsVYLFLGKNPYAQGFGLPQ9Y6H6protein_codingTCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KCNE3SNVMissense_Mutationrs547194943c.20N>Tp.Thr7Metp.T7MQ9Y6H6protein_codingtolerated_low_confidence(0.11)benign(0.015)TCGA-DS-A0VK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
KCNE3SNVMissense_Mutationrs773287275c.49G>Ap.Val17Metp.V17MQ9Y6H6protein_codingtolerated_low_confidence(0.22)probably_damaging(0.996)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KCNE3SNVMissense_Mutationc.22N>Cp.Glu8Glnp.E8QQ9Y6H6protein_codingdeleterious_low_confidence(0.02)benign(0.08)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
KCNE3SNVMissense_Mutationnovelc.280N>Ap.Val94Metp.V94MQ9Y6H6protein_codingtolerated(0.06)benign(0.134)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
KCNE3SNVMissense_Mutationrs773287275c.49N>Ap.Val17Metp.V17MQ9Y6H6protein_codingtolerated_low_confidence(0.22)probably_damaging(0.996)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
KCNE3SNVMissense_Mutationnovelc.179N>Gp.Tyr60Cysp.Y60CQ9Y6H6protein_codingdeleterious(0)probably_damaging(0.983)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
KCNE3SNVMissense_Mutationc.205G>Cp.Ala69Prop.A69PQ9Y6H6protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-FV-A2QQ-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
KCNE3SNVMissense_Mutationrs752253389c.126G>Tp.Gln42Hisp.Q42HQ9Y6H6protein_codingtolerated(0.36)benign(0.003)TCGA-43-8118-01Lunglung squamous cell carcinomaFemale<65I/IIChemotherapydocetaxelSD
KCNE3SNVMissense_Mutationc.170N>Tp.Ser57Phep.S57FQ9Y6H6protein_codingdeleterious(0)probably_damaging(0.967)TCGA-90-A4ED-01Lunglung squamous cell carcinomaMale>=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
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