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: KCTD11

Gene summary for KCTD11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KCTD11

Gene ID

147040

Gene namepotassium channel tetramerization domain containing 11
Gene AliasC17orf36
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A158RFT7


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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
147040KCTD11LZE4THumanEsophagusESCC5.46e-083.62e-010.0811
147040KCTD11LZE8THumanEsophagusESCC1.23e-062.28e-010.067
147040KCTD11LZE24THumanEsophagusESCC9.60e-041.72e-010.0596
147040KCTD11P1T-EHumanEsophagusESCC6.04e-032.14e-010.0875
147040KCTD11P2T-EHumanEsophagusESCC4.94e-172.42e-010.1177
147040KCTD11P4T-EHumanEsophagusESCC4.75e-132.89e-010.1323
147040KCTD11P5T-EHumanEsophagusESCC8.80e-132.49e-010.1327
147040KCTD11P8T-EHumanEsophagusESCC1.22e-071.44e-010.0889
147040KCTD11P10T-EHumanEsophagusESCC9.42e-061.10e-010.116
147040KCTD11P11T-EHumanEsophagusESCC1.08e-126.79e-010.1426
147040KCTD11P12T-EHumanEsophagusESCC5.55e-092.68e-010.1122
147040KCTD11P15T-EHumanEsophagusESCC1.89e-041.43e-010.1149
147040KCTD11P16T-EHumanEsophagusESCC1.70e-091.98e-010.1153
147040KCTD11P17T-EHumanEsophagusESCC3.11e-063.60e-010.1278
147040KCTD11P19T-EHumanEsophagusESCC8.81e-043.79e-010.1662
147040KCTD11P20T-EHumanEsophagusESCC4.83e-061.69e-010.1124
147040KCTD11P21T-EHumanEsophagusESCC1.62e-194.01e-010.1617
147040KCTD11P22T-EHumanEsophagusESCC9.27e-051.18e-010.1236
147040KCTD11P23T-EHumanEsophagusESCC1.32e-072.09e-010.108
147040KCTD11P24T-EHumanEsophagusESCC1.37e-091.87e-010.1287
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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
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:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:00512591Oral cavityLPprotein complex oligomerization85/4623238/187238.81e-051.11e-0385
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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
KCTD11SNVMissense_Mutationc.202C>Tp.Pro68Serp.P68SQ693B1protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KCTD11SNVMissense_Mutationrs769368508c.419N>Ap.Arg140Glnp.R140QQ693B1protein_codingtolerated(0.09)benign(0.015)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
KCTD11SNVMissense_Mutationrs754017618c.349G>Ap.Val117Ilep.V117IQ693B1protein_codingtolerated(0.07)benign(0.017)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
KCTD11SNVMissense_Mutationrs865964999c.485N>Ap.Arg162Hisp.R162HQ693B1protein_codingtolerated(0.16)benign(0)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
KCTD11SNVMissense_Mutationrs781114097c.100N>Tp.Arg34Trpp.R34WQ693B1protein_codingdeleterious(0)possibly_damaging(0.887)TCGA-AY-6386-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapy5-fuSD
KCTD11SNVMissense_Mutationc.622G>Ap.Gly208Serp.G208SQ693B1protein_codingdeleterious(0.01)benign(0.007)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KCTD11SNVMissense_Mutationc.11N>Ap.Ala4Aspp.A4DQ693B1protein_codingdeleterious(0)benign(0.31)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KCTD11SNVMissense_Mutationnovelc.101N>Ap.Arg34Glnp.R34QQ693B1protein_codingdeleterious(0.03)benign(0.052)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
KCTD11SNVMissense_Mutationc.274N>Ap.Ala92Thrp.A92TQ693B1protein_codingtolerated(0.28)possibly_damaging(0.639)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
KCTD11SNVMissense_Mutationnovelc.353N>Gp.Gln118Argp.Q118RQ693B1protein_codingtolerated(0.22)benign(0)TCGA-AP-A1DK-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
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