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: KCNH8

Gene summary for KCNH8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KCNH8

Gene ID

131096

Gene namepotassium voltage-gated channel subfamily H member 8
Gene AliasELK
Cytomap3p24.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q96L42


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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
131096KCNH8HTA11_3410_2000001011HumanColorectumAD1.30e-02-9.78e-020.0155
131096KCNH8HTA11_1938_2000001011HumanColorectumAD4.50e-023.23e-01-0.0811
131096KCNH8HTA11_866_3004761011HumanColorectumAD2.10e-04-7.85e-020.096
131096KCNH8HTA11_99999965062_69753HumanColorectumMSI-H1.93e-081.68e+000.3487
131096KCNH8F007HumanColorectumFAP1.95e-035.35e-010.1176
131096KCNH8A001-C-207HumanColorectumFAP1.57e-055.68e-010.1278
131096KCNH8A015-C-203HumanColorectumFAP9.85e-031.82e-01-0.1294
131096KCNH8A002-C-203HumanColorectumFAP1.33e-086.10e-010.2786
131096KCNH8A001-C-119HumanColorectumFAP1.81e-024.72e-01-0.1557
131096KCNH8A001-C-108HumanColorectumFAP2.69e-085.71e-01-0.0272
131096KCNH8A002-C-021HumanColorectumFAP2.90e-034.06e-010.1171
131096KCNH8A002-C-205HumanColorectumFAP2.78e-054.02e-01-0.1236
131096KCNH8A001-C-104HumanColorectumFAP1.57e-157.04e-010.0184
131096KCNH8A002-C-114HumanColorectumFAP4.47e-044.26e-01-0.1561
131096KCNH8A015-C-104HumanColorectumFAP2.11e-021.82e-01-0.1899
131096KCNH8A001-C-014HumanColorectumFAP1.60e-054.67e-010.0135
131096KCNH8A001-C-203HumanColorectumFAP2.12e-055.18e-01-0.0481
131096KCNH8A002-C-116HumanColorectumFAP3.71e-022.97e-02-0.0452
131096KCNH8CRC-1-8810HumanColorectumCRC1.21e-034.59e-010.6257
131096KCNH8CRC-3-11773HumanColorectumCRC1.71e-074.82e-010.2564
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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
∗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:0042391ColorectumCRCregulation of membrane potential67/2078434/187233.27e-032.81e-0267
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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
KCNH8SNVMissense_Mutationc.781N>Tp.Asp261Tyrp.D261YQ96L42protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KCNH8SNVMissense_Mutationc.1211N>Tp.Ser404Phep.S404FQ96L42protein_codingdeleterious(0)benign(0.125)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KCNH8SNVMissense_Mutationnovelc.1620N>Tp.Met540Ilep.M540IQ96L42protein_codingdeleterious(0.01)possibly_damaging(0.575)TCGA-AC-A8OS-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KCNH8SNVMissense_Mutationc.172N>Gp.Thr58Alap.T58AQ96L42protein_codingtolerated(0.85)benign(0.08)TCGA-AR-A24K-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelSD
KCNH8SNVMissense_Mutationc.170N>Ap.Arg57Glnp.R57QQ96L42protein_codingdeleterious(0.01)probably_damaging(1)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KCNH8SNVMissense_Mutationrs373684361c.386C>Tp.Ser129Leup.S129LQ96L42protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
KCNH8SNVMissense_Mutationrs773194583c.1484N>Ap.Arg495Hisp.R495HQ96L42protein_codingdeleterious(0.01)probably_damaging(0.934)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KCNH8SNVMissense_Mutationnovelc.940N>Ap.Asp314Asnp.D314NQ96L42protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
KCNH8SNVMissense_Mutationnovelc.1387N>Tp.Ala463Serp.A463SQ96L42protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-EW-A6SC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyaromataseSD
KCNH8SNVMissense_Mutationnovelc.1486N>Tp.Val496Phep.V496FQ96L42protein_codingtolerated(0.2)possibly_damaging(0.795)TCGA-GM-A3NY-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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
131096KCNH8DRUGGABLE GENOME, ION CHANNELblockerCHEMBL1200728GUANIDINE HYDROCHLORIDE
131096KCNH8DRUGGABLE GENOME, ION CHANNELblockerCHEMBL113461TEDISAMIL
131096KCNH8DRUGGABLE GENOME, ION CHANNELblockerCHEMBL2107762NERISPIRDINE
131096KCNH8DRUGGABLE GENOME, ION CHANNELblocker135652729
131096KCNH8DRUGGABLE GENOME, ION CHANNELblockerCHEMBL284348DALFAMPRIDINE
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