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: ETNK2

Gene summary for ETNK2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ETNK2

Gene ID

55224

Gene nameethanolamine kinase 2
Gene AliasEKI2
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R976


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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
55224ETNK2LZE24THumanEsophagusESCC2.64e-032.05e-010.0596
55224ETNK2P2T-EHumanEsophagusESCC4.02e-192.82e-010.1177
55224ETNK2P4T-EHumanEsophagusESCC4.93e-093.19e-010.1323
55224ETNK2P5T-EHumanEsophagusESCC1.55e-025.62e-020.1327
55224ETNK2P8T-EHumanEsophagusESCC8.59e-072.24e-010.0889
55224ETNK2P9T-EHumanEsophagusESCC3.52e-071.22e-010.1131
55224ETNK2P10T-EHumanEsophagusESCC2.30e-102.33e-010.116
55224ETNK2P11T-EHumanEsophagusESCC2.57e-022.39e-010.1426
55224ETNK2P12T-EHumanEsophagusESCC1.05e-072.04e-010.1122
55224ETNK2P15T-EHumanEsophagusESCC3.37e-102.62e-010.1149
55224ETNK2P16T-EHumanEsophagusESCC1.41e-183.69e-010.1153
55224ETNK2P22T-EHumanEsophagusESCC2.28e-051.09e-010.1236
55224ETNK2P24T-EHumanEsophagusESCC2.05e-051.32e-010.1287
55224ETNK2P26T-EHumanEsophagusESCC7.06e-214.10e-010.1276
55224ETNK2P27T-EHumanEsophagusESCC4.19e-215.12e-010.1055
55224ETNK2P28T-EHumanEsophagusESCC2.40e-194.19e-010.1149
55224ETNK2P30T-EHumanEsophagusESCC2.74e-186.33e-010.137
55224ETNK2P31T-EHumanEsophagusESCC1.85e-081.76e-010.1251
55224ETNK2P32T-EHumanEsophagusESCC4.00e-081.15e-010.1666
55224ETNK2P37T-EHumanEsophagusESCC1.36e-021.27e-010.1371
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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:000170119EsophagusESCCin utero embryonic development243/8552367/187231.00e-156.86e-14243
GO:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:0001890110EsophagusESCCplacenta development98/8552144/187234.46e-088.11e-0798
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00097919EsophagusESCCpost-embryonic development56/855280/187239.08e-068.71e-0556
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00352647EsophagusESCCmulticellular organism growth80/8552132/187233.84e-042.22e-0380
GO:0006646EsophagusESCCphosphatidylethanolamine biosynthetic process10/855210/187233.94e-042.26e-0310
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00464863LiverNAFLDglycerolipid metabolic process66/1882392/187231.94e-055.52e-0466
GO:00352643LiverNAFLDmulticellular organism growth27/1882132/187232.57e-044.19e-0327
GO:00450174LiverNAFLDglycerolipid biosynthetic process43/1882252/187233.83e-045.73e-0343
GO:00464742LiverNAFLDglycerophospholipid biosynthetic process33/1882211/187236.93e-034.88e-0233
GO:00086542LiverHCCphospholipid biosynthetic process150/7958253/187234.77e-081.03e-06150
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:000170111LiverHCCin utero embryonic development204/7958367/187232.44e-074.30e-06204
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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
ETNK2SNVMissense_Mutationc.1135N>Gp.Leu379Valp.L379VQ9NVF9protein_codingdeleterious_low_confidence(0)benign(0.136)TCGA-A2-A0YL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ETNK2insertionFrame_Shift_Insnovelc.915_916insGTGACCTGGGCCTGGTp.Leu306ValfsTer41p.L306Vfs*41Q9NVF9protein_codingTCGA-BH-A0HB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
ETNK2SNVMissense_Mutationc.784G>Cp.Gly262Argp.G262RQ9NVF9protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ETNK2SNVMissense_Mutationc.1102N>Ap.Leu368Ilep.L368IQ9NVF9protein_codingtolerated_low_confidence(0.39)benign(0)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
ETNK2SNVMissense_Mutationc.172G>Ap.Val58Metp.V58MQ9NVF9protein_codingdeleterious(0)possibly_damaging(0.875)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
ETNK2SNVMissense_Mutationnovelc.1004N>Cp.Lys335Thrp.K335TQ9NVF9protein_codingdeleterious(0)benign(0.157)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ETNK2SNVMissense_Mutationrs768590671c.628G>Ap.Glu210Lysp.E210KQ9NVF9protein_codingtolerated(0.09)benign(0.172)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
ETNK2SNVMissense_Mutationrs759671962c.614N>Tp.Thr205Metp.T205MQ9NVF9protein_codingtolerated(0.05)benign(0.094)TCGA-AG-A01W-01Colorectumrectum adenocarcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
ETNK2SNVMissense_Mutationnovelc.1090N>Ap.Ala364Thrp.A364TQ9NVF9protein_codingtolerated_low_confidence(0.18)benign(0.001)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
ETNK2SNVMissense_Mutationc.638C>Ap.Pro213Hisp.P213HQ9NVF9protein_codingdeleterious(0.03)probably_damaging(0.939)TCGA-AP-A051-01Endometriumuterine 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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