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: KCTD13

Gene summary for KCTD13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KCTD13

Gene ID

253980

Gene namepotassium channel tetramerization domain containing 13
Gene AliasBACURD1
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0006260

UniProtAcc

Q8WZ19


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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
253980KCTD13LZE2THumanEsophagusESCC9.54e-063.86e-010.082
253980KCTD13LZE7THumanEsophagusESCC3.01e-104.47e-010.0667
253980KCTD13LZE22THumanEsophagusESCC1.57e-022.23e-010.068
253980KCTD13LZE24THumanEsophagusESCC5.01e-306.15e-010.0596
253980KCTD13LZE21THumanEsophagusESCC6.52e-031.77e-010.0655
253980KCTD13P1T-EHumanEsophagusESCC2.65e-124.18e-010.0875
253980KCTD13P2T-EHumanEsophagusESCC7.01e-386.31e-010.1177
253980KCTD13P4T-EHumanEsophagusESCC3.85e-163.46e-010.1323
253980KCTD13P5T-EHumanEsophagusESCC1.70e-101.40e-010.1327
253980KCTD13P8T-EHumanEsophagusESCC1.42e-224.21e-010.0889
253980KCTD13P9T-EHumanEsophagusESCC1.88e-051.27e-010.1131
253980KCTD13P10T-EHumanEsophagusESCC2.11e-101.95e-010.116
253980KCTD13P11T-EHumanEsophagusESCC2.10e-103.07e-010.1426
253980KCTD13P12T-EHumanEsophagusESCC2.31e-182.97e-010.1122
253980KCTD13P15T-EHumanEsophagusESCC1.19e-132.50e-010.1149
253980KCTD13P16T-EHumanEsophagusESCC3.20e-132.27e-010.1153
253980KCTD13P17T-EHumanEsophagusESCC4.79e-042.09e-010.1278
253980KCTD13P19T-EHumanEsophagusESCC5.23e-144.89e-010.1662
253980KCTD13P20T-EHumanEsophagusESCC2.96e-224.03e-010.1124
253980KCTD13P21T-EHumanEsophagusESCC1.83e-112.18e-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
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
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:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:00062754EsophagusESCCregulation of DNA replication73/8552107/187231.97e-062.28e-0573
GO:005101727EsophagusESCCactin filament bundle assembly100/8552157/187233.87e-064.17e-05100
GO:006157227EsophagusESCCactin filament bundle organization101/8552161/187239.22e-068.82e-05101
GO:003003820EsophagusESCCcontractile actin filament bundle assembly67/8552106/187232.03e-041.28e-0367
GO:004314920EsophagusESCCstress fiber assembly67/8552106/187232.03e-041.28e-0367
GO:000726610EsophagusESCCRho protein signal transduction81/8552137/187231.03e-035.20e-0381
GO:00465789EsophagusESCCregulation of Ras protein signal transduction106/8552189/187232.49e-031.08e-02106
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:003103219EsophagusESCCactomyosin structure organization108/8552196/187234.86e-031.88e-02108
GO:00457406EsophagusESCCpositive regulation of DNA replication26/855240/187231.08e-023.66e-0226
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:000701522LiverHCCactin filament organization252/7958442/187233.83e-101.25e-08252
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
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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
KCTD13insertionNonsense_Mutationnovelc.353_354insCATTGTAGCTGGGAGTAGAATTGCTGGATAACAGGACACCTGCAAACp.Gly119IlefsTer10p.G119Ifs*10Q8WZ19protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KCTD13SNVMissense_Mutationnovelc.766N>Ap.Glu256Lysp.E256KQ8WZ19protein_codingdeleterious(0)probably_damaging(0.984)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
KCTD13SNVMissense_Mutationc.563N>Tp.Ser188Leup.S188LQ8WZ19protein_codingdeleterious(0)possibly_damaging(0.87)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
KCTD13SNVMissense_Mutationnovelc.301N>Tp.Arg101Trpp.R101WQ8WZ19protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A9UL-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
KCTD13SNVMissense_Mutationc.475N>Cp.Glu159Glnp.E159QQ8WZ19protein_codingdeleterious(0.03)possibly_damaging(0.863)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KCTD13SNVMissense_Mutationc.323N>Tp.Pro108Leup.P108LQ8WZ19protein_codingtolerated(0.07)probably_damaging(0.97)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
KCTD13SNVMissense_Mutationnovelc.770N>Tp.Ala257Valp.A257VQ8WZ19protein_codingdeleterious(0)probably_damaging(0.971)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
KCTD13SNVMissense_Mutationnovelc.589N>Ap.Glu197Lysp.E197KQ8WZ19protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
KCTD13deletionFrame_Shift_Delrs766440565c.421delNp.Arg141GlyfsTer13p.R141Gfs*13Q8WZ19protein_codingTCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KCTD13SNVMissense_Mutationrs542780651c.332N>Tp.Thr111Metp.T111MQ8WZ19protein_codingtolerated(0.06)possibly_damaging(0.666)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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