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: KPTN

Gene summary for KPTN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KPTN

Gene ID

11133

Gene namekaptin, actin binding protein
Gene Alias2E4
Cytomap19q13.32
Gene Typeprotein-coding
GO ID

GO:0006950

UniProtAcc

Q9Y664


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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
11133KPTNLZE4THumanEsophagusESCC7.82e-037.69e-020.0811
11133KPTNLZE24THumanEsophagusESCC6.33e-101.83e-010.0596
11133KPTNP2T-EHumanEsophagusESCC8.71e-081.36e-010.1177
11133KPTNP4T-EHumanEsophagusESCC2.63e-161.47e-010.1323
11133KPTNP5T-EHumanEsophagusESCC2.42e-071.59e-010.1327
11133KPTNP8T-EHumanEsophagusESCC4.65e-152.26e-010.0889
11133KPTNP9T-EHumanEsophagusESCC1.89e-056.44e-020.1131
11133KPTNP10T-EHumanEsophagusESCC7.79e-132.42e-010.116
11133KPTNP11T-EHumanEsophagusESCC7.48e-041.55e-010.1426
11133KPTNP12T-EHumanEsophagusESCC5.36e-143.16e-010.1122
11133KPTNP15T-EHumanEsophagusESCC4.96e-102.30e-010.1149
11133KPTNP16T-EHumanEsophagusESCC4.31e-061.53e-010.1153
11133KPTNP19T-EHumanEsophagusESCC7.13e-031.94e-010.1662
11133KPTNP20T-EHumanEsophagusESCC5.20e-141.86e-010.1124
11133KPTNP21T-EHumanEsophagusESCC1.69e-081.53e-010.1617
11133KPTNP22T-EHumanEsophagusESCC2.05e-131.59e-010.1236
11133KPTNP23T-EHumanEsophagusESCC5.42e-067.31e-020.108
11133KPTNP24T-EHumanEsophagusESCC2.93e-039.34e-020.1287
11133KPTNP26T-EHumanEsophagusESCC1.01e-123.01e-010.1276
11133KPTNP27T-EHumanEsophagusESCC6.31e-121.95e-010.1055
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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
∗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:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:0031668111EsophagusESCCcellular response to extracellular stimulus168/8552246/187234.93e-132.23e-11168
GO:0031669110EsophagusESCCcellular response to nutrient levels148/8552215/187234.58e-121.76e-10148
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:0009267110EsophagusESCCcellular response to starvation110/8552156/187232.63e-107.37e-09110
GO:004259419EsophagusESCCresponse to starvation133/8552197/187234.31e-101.14e-08133
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:00726659EsophagusESCCprotein localization to vacuole52/855267/187239.14e-081.52e-0652
GO:19909284EsophagusESCCresponse to amino acid starvation37/855249/187232.05e-051.78e-0437
GO:00421492EsophagusESCCcellular response to glucose starvation36/855248/187233.43e-052.80e-0436
GO:00319294EsophagusESCCTOR signaling79/8552126/187238.57e-056.21e-0479
GO:00341984EsophagusESCCcellular response to amino acid starvation34/855246/187239.39e-056.70e-0434
GO:00614626EsophagusESCCprotein localization to lysosome34/855246/187239.39e-056.70e-0434
GO:00320061EsophagusESCCregulation of TOR signaling63/8552104/187231.55e-037.29e-0363
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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
KPTNSNVMissense_Mutationnovelc.412N>Ap.Glu138Lysp.E138KQ9Y664protein_codingdeleterious(0.01)benign(0.074)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KPTNSNVMissense_Mutationc.370N>Ap.Glu124Lysp.E124KQ9Y664protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KPTNSNVMissense_Mutationrs370453813c.1078N>Tp.Arg360Trpp.R360WQ9Y664protein_codingdeleterious(0.03)benign(0.067)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KPTNSNVMissense_Mutationrs373073023c.823N>Ap.Val275Metp.V275MQ9Y664protein_codingdeleterious(0.03)benign(0.241)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KPTNSNVMissense_Mutationrs776547634c.584N>Tp.Thr195Metp.T195MQ9Y664protein_codingtolerated(0.1)possibly_damaging(0.454)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
KPTNSNVMissense_Mutationnovelc.141N>Cp.Lys47Asnp.K47NQ9Y664protein_codingtolerated(0.06)benign(0.02)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
KPTNSNVMissense_Mutationnovelc.656N>Ap.Leu219Glnp.L219QQ9Y664protein_codingdeleterious(0.02)possibly_damaging(0.584)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
KPTNSNVMissense_Mutationrs369136620c.967C>Tp.Arg323Trpp.R323WQ9Y664protein_codingdeleterious(0)benign(0.292)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
KPTNSNVMissense_Mutationrs370974946c.529N>Ap.Glu177Lysp.E177KQ9Y664protein_codingtolerated(0.38)benign(0.057)TCGA-B5-A11Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
KPTNSNVMissense_Mutationnovelc.223N>Ap.Pro75Thrp.P75TQ9Y664protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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