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: KCNJ5

Gene summary for KCNJ5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KCNJ5

Gene ID

3762

Gene namepotassium inwardly rectifying channel subfamily J member 5
Gene AliasCIR
Cytomap11q24.3
Gene Typeprotein-coding
GO ID

GO:0001508

UniProtAcc

P48544


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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
3762KCNJ5HCC1HumanLiverHCC5.48e-232.99e+000.5336
3762KCNJ5HCC2HumanLiverHCC1.97e-322.23e+000.5341
3762KCNJ5HCC5HumanLiverHCC1.25e-402.13e+000.4932
3762KCNJ5S029HumanLiverHCC2.88e-042.58e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
KCNJ5SNVMissense_Mutationrs372447456c.133N>Ap.Glu45Lysp.E45KP48544protein_codingtolerated(0.49)benign(0.107)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KCNJ5SNVMissense_Mutationnovelc.344N>Tp.Arg115Leup.R115LP48544protein_codingdeleterious(0)probably_damaging(0.993)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
KCNJ5SNVMissense_Mutationnovelc.797N>Cp.Asp266Alap.D266AP48544protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
KCNJ5SNVMissense_Mutationrs529755922c.10G>Ap.Asp4Asnp.D4NP48544protein_codingdeleterious_low_confidence(0.02)benign(0.027)TCGA-LL-A7SZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
KCNJ5SNVMissense_Mutationnovelc.1027N>Cp.Phe343Leup.F343LP48544protein_codingtolerated(0.63)probably_damaging(0.996)TCGA-PL-A8LX-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KCNJ5SNVMissense_Mutationnovelc.1198N>Gp.Gln400Glup.Q400EP48544protein_codingtolerated(1)benign(0)TCGA-C5-A8YT-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
KCNJ5SNVMissense_Mutationc.110C>Tp.Thr37Ilep.T37IP48544protein_codingtolerated(0.07)benign(0.007)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KCNJ5SNVMissense_Mutationc.154C>Tp.Arg52Cysp.R52CP48544protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-A6-6782-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KCNJ5SNVMissense_Mutationrs781022847c.259C>Tp.Arg87Cysp.R87CP48544protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KCNJ5SNVMissense_Mutationnovelc.397C>Ap.Leu133Ilep.L133IP48544protein_codingtolerated(0.25)possibly_damaging(0.79)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=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
3762KCNJ5TRANSPORTER, ION CHANNEL, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEFLUPIRTINEFLUPIRTINE
3762KCNJ5TRANSPORTER, ION CHANNEL, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEactivator135652743
3762KCNJ5TRANSPORTER, ION CHANNEL, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEblocker135650721
3762KCNJ5TRANSPORTER, ION CHANNEL, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEphorbol 12-myristate 13-acetate
3762KCNJ5TRANSPORTER, ION CHANNEL, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEblocker223366037
3762KCNJ5TRANSPORTER, ION CHANNEL, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEactivator135651544
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