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: MKNK1

Gene summary for MKNK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MKNK1

Gene ID

8569

Gene nameMAPK interacting serine/threonine kinase 1
Gene AliasMNK1
Cytomap1p33
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q9BUB5


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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
8569MKNK1LZE2THumanEsophagusESCC4.60e-022.16e-010.082
8569MKNK1LZE4THumanEsophagusESCC2.77e-041.20e-010.0811
8569MKNK1LZE7THumanEsophagusESCC3.71e-083.23e-010.0667
8569MKNK1LZE8THumanEsophagusESCC3.00e-041.41e-010.067
8569MKNK1LZE20THumanEsophagusESCC7.02e-081.69e-010.0662
8569MKNK1LZE24THumanEsophagusESCC4.48e-071.60e-010.0596
8569MKNK1LZE6THumanEsophagusESCC8.68e-062.04e-010.0845
8569MKNK1P1T-EHumanEsophagusESCC3.91e-022.38e-010.0875
8569MKNK1P2T-EHumanEsophagusESCC5.27e-172.15e-010.1177
8569MKNK1P4T-EHumanEsophagusESCC7.02e-142.48e-010.1323
8569MKNK1P5T-EHumanEsophagusESCC6.39e-203.62e-010.1327
8569MKNK1P8T-EHumanEsophagusESCC3.00e-149.56e-020.0889
8569MKNK1P9T-EHumanEsophagusESCC1.86e-101.36e-010.1131
8569MKNK1P10T-EHumanEsophagusESCC1.78e-213.14e-010.116
8569MKNK1P11T-EHumanEsophagusESCC1.49e-142.16e-010.1426
8569MKNK1P12T-EHumanEsophagusESCC1.31e-131.77e-010.1122
8569MKNK1P15T-EHumanEsophagusESCC2.14e-153.47e-010.1149
8569MKNK1P16T-EHumanEsophagusESCC1.81e-05-5.36e-030.1153
8569MKNK1P17T-EHumanEsophagusESCC6.56e-122.37e-010.1278
8569MKNK1P19T-EHumanEsophagusESCC1.06e-031.58e-010.1662
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:004677710EsophagusESCCprotein autophosphorylation138/8552227/187232.98e-063.38e-05138
GO:00182099EsophagusESCCpeptidyl-serine modification196/8552338/187233.07e-063.47e-05196
GO:001810515EsophagusESCCpeptidyl-serine phosphorylation184/8552315/187233.22e-063.61e-05184
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:001810511LiverHCCpeptidyl-serine phosphorylation169/7958315/187233.86e-053.81e-04169
GO:001820911LiverHCCpeptidyl-serine modification177/7958338/187231.45e-041.17e-03177
GO:00467775LiverHCCprotein autophosphorylation123/7958227/187232.40e-041.80e-03123
GO:000641720Oral cavityOSCCregulation of translation274/7305468/187234.39e-184.63e-16274
GO:00182098Oral cavityOSCCpeptidyl-serine modification175/7305338/187231.09e-061.46e-05175
GO:001810510Oral cavityOSCCpeptidyl-serine phosphorylation164/7305315/187231.51e-061.99e-05164
GO:00467779Oral cavityOSCCprotein autophosphorylation123/7305227/187232.31e-062.93e-05123
GO:0006417110Oral cavityLPregulation of translation175/4623468/187234.49e-102.22e-08175
GO:000641729SkincSCCregulation of translation226/4864468/187238.78e-262.62e-23226
GO:004677715SkincSCCprotein autophosphorylation84/4864227/187231.53e-041.35e-0384
GO:001820923SkincSCCpeptidyl-serine modification108/4864338/187237.73e-033.60e-02108
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0406629EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa049109EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa04066113EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa0491014EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa0491041LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa0406622LiverHCCHIF-1 signaling pathway70/4020109/84652.96e-041.36e-037.57e-0470
hsa0491051LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa0406632LiverHCCHIF-1 signaling pathway70/4020109/84652.96e-041.36e-037.57e-0470
hsa049108Oral cavityOSCCInsulin signaling pathway83/3704137/84654.83e-052.00e-041.02e-0483
hsa0406627Oral cavityOSCCHIF-1 signaling pathway68/3704109/84656.30e-052.48e-041.26e-0468
hsa0401014Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa0491013Oral cavityOSCCInsulin signaling pathway83/3704137/84654.83e-052.00e-041.02e-0483
hsa04066112Oral cavityOSCCHIF-1 signaling pathway68/3704109/84656.30e-052.48e-041.26e-0468
hsa0401015Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa0406628Oral cavityLPHIF-1 signaling pathway42/2418109/84651.52e-024.75e-023.06e-0242
hsa0406636Oral cavityLPHIF-1 signaling pathway42/2418109/84651.52e-024.75e-023.06e-0242
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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
MKNK1SNVMissense_Mutationnovelc.139N>Gp.Met47Valp.M47VQ9BUB5protein_codingtolerated(1)benign(0)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MKNK1SNVMissense_Mutationnovelc.94N>Tp.Arg32Trpp.R32WQ9BUB5protein_codingdeleterious(0)probably_damaging(0.945)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
MKNK1SNVMissense_Mutationnovelc.13N>Gp.Gln5Glup.Q5EQ9BUB5protein_codingtolerated_low_confidence(0.12)benign(0.011)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
MKNK1SNVMissense_Mutationnovelc.224N>Gp.Tyr75Cysp.Y75CQ9BUB5protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
MKNK1SNVMissense_Mutationnovelc.1201N>Cp.Phe401Leup.F401LQ9BUB5protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MKNK1SNVMissense_Mutationnovelc.1229G>Ap.Arg410Hisp.R410HQ9BUB5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MKNK1SNVMissense_Mutationnovelc.227C>Ap.Ala76Aspp.A76DQ9BUB5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MKNK1SNVMissense_Mutationrs200209678c.1327N>Tp.Arg443Cysp.R443CQ9BUB5protein_codingdeleterious(0)possibly_damaging(0.732)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MKNK1SNVMissense_Mutationnovelc.464N>Tp.Ala155Valp.A155VQ9BUB5protein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MKNK1SNVMissense_Mutationnovelc.1014N>Tp.Lys338Asnp.K338NQ9BUB5protein_codingdeleterious(0.04)possibly_damaging(0.826)TCGA-A5-A7WJ-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
8569MKNK1SERINE THREONINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, KINASE, ENZYMECGP-57380CHEMBL124088525800647
8569MKNK1SERINE THREONINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, KINASE, ENZYMEEFT508TOMIVOSERTIB
8569MKNK1SERINE THREONINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, KINASE, ENZYMEinhibitor178101606DORSOMORPHIN
8569MKNK1SERINE THREONINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, KINASE, ENZYMEinhibitor178102632
8569MKNK1SERINE THREONINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOME, KINASE, ENZYMEinhibitor381118877TOMIVOSERTIB
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