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: KCNIP4

Gene summary for KCNIP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KCNIP4

Gene ID

80333

Gene namepotassium voltage-gated channel interacting protein 4
Gene AliasCALP
Cytomap4p15.31-p15.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q6PIL6


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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
80333KCNIP4AEH-subject3HumanEndometriumAEH9.37e-031.93e-01-0.2576
80333KCNIP4AEH-subject4HumanEndometriumAEH1.93e-134.93e-01-0.2657
80333KCNIP4AEH-subject5HumanEndometriumAEH2.01e-02-2.74e-02-0.2953
80333KCNIP4EEC-subject5HumanEndometriumEEC1.14e-094.06e-01-0.249
80333KCNIP4GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC5.68e-03-1.12e-01-0.1869
80333KCNIP4GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.48e-02-1.12e-01-0.1875
80333KCNIP4GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.54e-03-1.12e-01-0.1883
80333KCNIP4GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC4.86e-06-9.82e-02-0.1917
80333KCNIP4GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.74e-05-1.00e-01-0.1916
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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:007265914EndometriumAEHprotein localization to plasma membrane63/2100284/187237.58e-083.92e-0663
GO:19907789EndometriumAEHprotein localization to cell periphery68/2100333/187236.38e-072.38e-0568
GO:00109597EndometriumAEHregulation of metal ion transport66/2100406/187231.24e-031.07e-0266
GO:19013793EndometriumAEHregulation of potassium ion transmembrane transport20/210095/187233.91e-032.64e-0220
GO:00432661EndometriumAEHregulation of potassium ion transport21/2100109/187239.13e-034.94e-0221
GO:19040623EndometriumAEHregulation of cation transmembrane transport55/2100357/187239.18e-034.96e-0255
GO:007265915EndometriumEECprotein localization to plasma membrane64/2168284/187231.05e-075.05e-0664
GO:199077814EndometriumEECprotein localization to cell periphery69/2168333/187239.71e-073.31e-0569
GO:001095914EndometriumEECregulation of metal ion transport70/2168406/187234.12e-044.35e-0370
GO:190137911EndometriumEECregulation of potassium ion transmembrane transport20/216895/187235.59e-033.38e-0220
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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
KCNIP4SNVMissense_Mutationnovelc.739N>Ap.Glu247Lysp.E247KQ6PIL6protein_codingdeleterious(0.03)possibly_damaging(0.485)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
KCNIP4SNVMissense_Mutationc.592N>Ap.Pro198Thrp.P198TQ6PIL6protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
KCNIP4SNVMissense_Mutationrs548454366c.205C>Tp.Arg69Trpp.R69WQ6PIL6protein_codingdeleterious(0)probably_damaging(0.981)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KCNIP4SNVMissense_Mutationc.188N>Ap.Met63Lysp.M63KQ6PIL6protein_codingdeleterious(0.05)benign(0.038)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KCNIP4SNVMissense_Mutationnovelc.21N>Cp.Glu7Aspp.E7DQ6PIL6protein_codingtolerated_low_confidence(0.4)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
KCNIP4SNVMissense_Mutationc.76N>Ap.Gln26Lysp.Q26KQ6PIL6protein_codingtolerated_low_confidence(0.35)benign(0.09)TCGA-DM-A28G-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KCNIP4SNVMissense_Mutationc.252N>Tp.Lys84Asnp.K84NQ6PIL6protein_codingdeleterious(0)probably_damaging(0.988)TCGA-DC-6154-01Colorectumrectum adenocarcinomaFemale<65I/IIChemotherapy5-fluorouracilSD
KCNIP4insertionFrame_Shift_Insnovelc.639_640insTp.Gln214SerfsTer7p.Q214Sfs*7Q6PIL6protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KCNIP4SNVMissense_Mutationc.625G>Ap.Val209Ilep.V209IQ6PIL6protein_codingdeleterious(0)possibly_damaging(0.756)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
KCNIP4SNVMissense_Mutationnovelc.668N>Ap.Val223Aspp.V223DQ6PIL6protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid 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
80333KCNIP4ION CHANNELAce Inhibitors, Plain28084903,26169577
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