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: MAPKAPK2

Gene summary for MAPKAPK2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPKAPK2

Gene ID

9261

Gene nameMAPK activated protein kinase 2
Gene AliasMAPKAP-K2
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P49137


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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
9261MAPKAPK2HTA11_2487_2000001011HumanColorectumSER2.37e-054.49e-01-0.1808
9261MAPKAPK2HTA11_1938_2000001011HumanColorectumAD1.29e-023.56e-01-0.0811
9261MAPKAPK2HTA11_347_2000001011HumanColorectumAD2.86e-063.14e-01-0.1954
9261MAPKAPK2HTA11_411_2000001011HumanColorectumSER5.39e-038.00e-01-0.2602
9261MAPKAPK2HTA11_3361_2000001011HumanColorectumAD2.60e-106.73e-01-0.1207
9261MAPKAPK2HTA11_83_2000001011HumanColorectumSER1.71e-043.38e-01-0.1526
9261MAPKAPK2HTA11_696_2000001011HumanColorectumAD2.45e-063.99e-01-0.1464
9261MAPKAPK2HTA11_1391_2000001011HumanColorectumAD4.17e-125.69e-01-0.059
9261MAPKAPK2HTA11_2992_2000001011HumanColorectumSER7.20e-046.88e-01-0.1706
9261MAPKAPK2HTA11_7663_2000001011HumanColorectumSER1.82e-036.84e-010.0131
9261MAPKAPK2HTA11_7696_3000711011HumanColorectumAD2.40e-042.56e-010.0674
9261MAPKAPK2HTA11_99999970781_79442HumanColorectumMSS7.93e-074.05e-010.294
9261MAPKAPK2HTA11_99999965062_69753HumanColorectumMSI-H2.21e-051.05e+000.3487
9261MAPKAPK2HTA11_99999965104_69814HumanColorectumMSS1.80e-281.18e+000.281
9261MAPKAPK2HTA11_99999971662_82457HumanColorectumMSS1.21e-136.67e-010.3859
9261MAPKAPK2A015-C-203HumanColorectumFAP1.03e-02-3.86e-02-0.1294
9261MAPKAPK2A002-C-205HumanColorectumFAP2.36e-02-1.80e-01-0.1236
9261MAPKAPK2A015-C-104HumanColorectumFAP9.42e-04-1.15e-01-0.1899
9261MAPKAPK2A002-C-116HumanColorectumFAP2.60e-04-1.43e-01-0.0452
9261MAPKAPK2A018-E-020HumanColorectumFAP9.68e-03-1.88e-01-0.2034
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:1903311ColorectumADregulation of mRNA metabolic process117/3918288/187231.69e-144.23e-12117
GO:0009895ColorectumADnegative regulation of catabolic process124/3918320/187231.66e-133.35e-11124
GO:0031330ColorectumADnegative regulation of cellular catabolic process104/3918262/187232.66e-123.96e-10104
GO:0006401ColorectumADRNA catabolic process102/3918278/187238.64e-106.76e-08102
GO:0044270ColorectumADcellular nitrogen compound catabolic process147/3918451/187233.35e-092.23e-07147
GO:0046700ColorectumADheterocycle catabolic process145/3918445/187234.37e-092.84e-07145
GO:0006402ColorectumADmRNA catabolic process87/3918232/187234.40e-092.84e-0787
GO:0034655ColorectumADnucleobase-containing compound catabolic process133/3918407/187231.56e-089.12e-07133
GO:0019439ColorectumADaromatic compound catabolic process146/3918467/187237.48e-083.84e-06146
GO:1901361ColorectumADorganic cyclic compound catabolic process153/3918495/187238.23e-084.18e-06153
GO:0061013ColorectumADregulation of mRNA catabolic process64/3918166/187231.44e-076.59e-0664
GO:0043487ColorectumADregulation of RNA stability63/3918170/187239.17e-073.12e-0563
GO:0043488ColorectumADregulation of mRNA stability59/3918158/187231.50e-064.66e-0559
GO:1903312ColorectumADnegative regulation of mRNA metabolic process37/391892/187231.95e-054.01e-0437
GO:0046777ColorectumADprotein autophosphorylation74/3918227/187232.48e-054.76e-0474
GO:1902369ColorectumADnegative regulation of RNA catabolic process30/391875/187231.30e-041.87e-0330
GO:0051403ColorectumADstress-activated MAPK cascade72/3918239/187234.77e-045.25e-0372
GO:0031098ColorectumADstress-activated protein kinase signaling cascade74/3918247/187234.80e-045.27e-0374
GO:1902373ColorectumADnegative regulation of mRNA catabolic process24/391863/187231.34e-031.17e-0224
GO:0018105ColorectumADpeptidyl-serine phosphorylation88/3918315/187231.73e-031.43e-0288
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04722ColorectumADNeurotrophin signaling pathway50/2092119/84652.28e-052.24e-041.43e-0450
hsa04218ColorectumADCellular senescence53/2092156/84655.55e-032.48e-021.58e-0253
hsa047221ColorectumADNeurotrophin signaling pathway50/2092119/84652.28e-052.24e-041.43e-0450
hsa042181ColorectumADCellular senescence53/2092156/84655.55e-032.48e-021.58e-0253
hsa047222ColorectumSERNeurotrophin signaling pathway35/1580119/84652.80e-032.02e-021.47e-0235
hsa047223ColorectumSERNeurotrophin signaling pathway35/1580119/84652.80e-032.02e-021.47e-0235
hsa047224ColorectumMSSNeurotrophin signaling pathway45/1875119/84657.04e-056.55e-044.02e-0445
hsa042182ColorectumMSSCellular senescence52/1875156/84657.87e-045.07e-033.11e-0352
hsa05167ColorectumMSSKaposi sarcoma-associated herpesvirus infection60/1875194/84652.59e-031.27e-027.81e-0360
hsa047225ColorectumMSSNeurotrophin signaling pathway45/1875119/84657.04e-056.55e-044.02e-0445
hsa042183ColorectumMSSCellular senescence52/1875156/84657.87e-045.07e-033.11e-0352
hsa051671ColorectumMSSKaposi sarcoma-associated herpesvirus infection60/1875194/84652.59e-031.27e-027.81e-0360
hsa047226ColorectumFAPNeurotrophin signaling pathway38/1404119/84652.49e-052.78e-041.69e-0438
hsa042184ColorectumFAPCellular senescence42/1404156/84656.79e-044.63e-032.82e-0342
hsa04010ColorectumFAPMAPK signaling pathway68/1404302/84654.00e-031.67e-021.02e-0268
hsa047227ColorectumFAPNeurotrophin signaling pathway38/1404119/84652.49e-052.78e-041.69e-0438
hsa042185ColorectumFAPCellular senescence42/1404156/84656.79e-044.63e-032.82e-0342
hsa040101ColorectumFAPMAPK signaling pathway68/1404302/84654.00e-031.67e-021.02e-0268
hsa042187LiverCirrhoticCellular senescence66/2530156/84655.94e-043.60e-032.22e-0366
hsa0516714LiverCirrhoticKaposi sarcoma-associated herpesvirus infection73/2530194/84651.17e-023.81e-022.35e-0273
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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
MAPKAPK2SNVMissense_Mutationnovelc.1198N>Tp.His400Tyrp.H400YP49137protein_codingdeleterious_low_confidence(0)benign(0.193)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
MAPKAPK2SNVMissense_Mutationc.712N>Ap.Glu238Lysp.E238KP49137protein_codingdeleterious(0.02)probably_damaging(0.95)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAPKAPK2SNVMissense_Mutationc.880G>Ap.Val294Ilep.V294IP49137protein_codingtolerated(0.13)possibly_damaging(0.644)TCGA-JX-A5QV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAPKAPK2SNVMissense_Mutationc.458N>Ap.Arg153Glnp.R153QP49137protein_codingtolerated(0.08)benign(0.426)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MAPKAPK2SNVMissense_Mutationc.264N>Tp.Glu88Aspp.E88DP49137protein_codingtolerated(0.25)benign(0.003)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
MAPKAPK2SNVMissense_Mutationc.714N>Tp.Glu238Aspp.E238DP49137protein_codingdeleterious(0.04)benign(0.291)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
MAPKAPK2SNVMissense_Mutationrs782149296c.601G>Ap.Ala201Thrp.A201TP49137protein_codingtolerated(0.1)benign(0.165)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MAPKAPK2SNVMissense_Mutationrs772956044c.493N>Ap.Glu165Lysp.E165KP49137protein_codingtolerated(0.17)benign(0.041)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MAPKAPK2SNVMissense_Mutationc.364G>Tp.Asp122Tyrp.D122YP49137protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EF-5830-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MAPKAPK2SNVMissense_Mutationrs772956044c.493G>Ap.Glu165Lysp.E165KP49137protein_codingtolerated(0.17)benign(0.041)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<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
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASEinhibitor249565843
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASETHEOPHYLLINETHEOPHYLLINE10666409
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASESB-203580SB-20358017964780
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASELAUROGUADINELAUROGUADINE
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASEinhibitor249565858
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASEinhibitorCHEMBL3544960AT-13148
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASEinhibitor249565857
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASEinhibitor249565725
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASECBP-501CBP-501
9261MAPKAPK2DRUGGABLE GENOME, ENZYME, KINASE, SERINE THREONINE KINASEinhibitor252827421
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