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: CMPK2

Gene summary for CMPK2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CMPK2

Gene ID

129607

Gene namecytidine/uridine monophosphate kinase 2
Gene AliasNDK
Cytomap2p25.2
Gene Typeprotein-coding
GO ID

GO:0002237

UniProtAcc

Q5EBM0


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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
129607CMPK2LZE24THumanEsophagusESCC1.47e-247.32e-010.0596
129607CMPK2P2T-EHumanEsophagusESCC3.58e-285.94e-010.1177
129607CMPK2P5T-EHumanEsophagusESCC1.78e-031.23e-010.1327
129607CMPK2P8T-EHumanEsophagusESCC3.50e-021.31e-010.0889
129607CMPK2P9T-EHumanEsophagusESCC3.67e-143.20e-010.1131
129607CMPK2P11T-EHumanEsophagusESCC6.74e-093.63e-010.1426
129607CMPK2P17T-EHumanEsophagusESCC1.49e-021.90e-010.1278
129607CMPK2P20T-EHumanEsophagusESCC2.18e-032.08e-010.1124
129607CMPK2P21T-EHumanEsophagusESCC1.96e-052.65e-010.1617
129607CMPK2P22T-EHumanEsophagusESCC8.40e-041.15e-010.1236
129607CMPK2P23T-EHumanEsophagusESCC6.93e-103.82e-010.108
129607CMPK2P24T-EHumanEsophagusESCC1.35e-235.43e-010.1287
129607CMPK2P27T-EHumanEsophagusESCC4.31e-061.54e-010.1055
129607CMPK2P28T-EHumanEsophagusESCC8.08e-193.78e-010.1149
129607CMPK2P31T-EHumanEsophagusESCC6.38e-316.69e-010.1251
129607CMPK2P36T-EHumanEsophagusESCC1.47e-145.66e-010.1187
129607CMPK2P37T-EHumanEsophagusESCC1.87e-029.24e-020.1371
129607CMPK2P39T-EHumanEsophagusESCC3.50e-021.20e-010.0894
129607CMPK2P40T-EHumanEsophagusESCC6.29e-205.15e-010.109
129607CMPK2P42T-EHumanEsophagusESCC3.05e-021.26e-010.1175
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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:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:0009141111EsophagusESCCnucleoside triphosphate metabolic process78/8552112/187232.36e-073.59e-0678
GO:000916516EsophagusESCCnucleotide biosynthetic process150/8552254/187231.12e-051.06e-04150
GO:190129316EsophagusESCCnucleoside phosphate biosynthetic process151/8552256/187231.15e-051.08e-04151
GO:000914219EsophagusESCCnucleoside triphosphate biosynthetic process58/855285/187232.16e-051.87e-0458
GO:003249619EsophagusESCCresponse to lipopolysaccharide191/8552343/187231.11e-047.73e-04191
GO:000913219EsophagusESCCnucleoside diphosphate metabolic process77/8552124/187231.65e-041.09e-0377
GO:000920012EsophagusESCCdeoxyribonucleoside triphosphate metabolic process15/855217/187233.48e-042.03e-0315
GO:00062203EsophagusESCCpyrimidine nucleotide metabolic process35/855250/187234.33e-042.44e-0335
GO:00091473EsophagusESCCpyrimidine nucleoside triphosphate metabolic process20/855225/187234.81e-042.69e-0320
GO:00091234EsophagusESCCnucleoside monophosphate metabolic process49/855276/187237.30e-043.80e-0349
GO:000926212EsophagusESCCdeoxyribonucleotide metabolic process31/855244/187237.70e-043.99e-0331
GO:00725273EsophagusESCCpyrimidine-containing compound metabolic process52/855282/187239.03e-044.61e-0352
GO:00092633EsophagusESCCdeoxyribonucleotide biosynthetic process13/855215/187231.31e-036.26e-0313
GO:000223719EsophagusESCCresponse to molecule of bacterial origin194/8552363/187231.64e-037.61e-03194
GO:001969212EsophagusESCCdeoxyribose phosphate metabolic process29/855242/187231.87e-038.46e-0329
GO:004693919EsophagusESCCnucleotide phosphorylation61/8552101/187232.03e-039.08e-0361
GO:00091483EsophagusESCCpyrimidine nucleoside triphosphate biosynthetic process15/855219/187233.29e-031.35e-0215
GO:000616519EsophagusESCCnucleoside diphosphate phosphorylation59/855299/187233.65e-031.49e-0259
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012325EsophagusESCCNucleotide metabolism59/420585/84651.67e-046.58e-043.37e-0459
hsa012405EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa002405EsophagusESCCPyrimidine metabolism41/420558/84659.14e-042.92e-031.49e-0341
hsa0123212EsophagusESCCNucleotide metabolism59/420585/84651.67e-046.58e-043.37e-0459
hsa0124012EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa0024012EsophagusESCCPyrimidine metabolism41/420558/84659.14e-042.92e-031.49e-0341
hsa012402LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa002402LiverHCCPyrimidine metabolism44/402058/84659.34e-067.11e-053.95e-0544
hsa012322LiverHCCNucleotide metabolism59/402085/84653.30e-051.88e-041.04e-0459
hsa012403LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa002403LiverHCCPyrimidine metabolism44/402058/84659.34e-067.11e-053.95e-0544
hsa012323LiverHCCNucleotide metabolism59/402085/84653.30e-051.88e-041.04e-0459
hsa012324Oral cavityOSCCNucleotide metabolism54/370485/84651.78e-045.95e-043.03e-0454
hsa012404Oral cavityOSCCBiosynthesis of cofactors88/3704153/84653.84e-041.20e-036.12e-0488
hsa002404Oral cavityOSCCPyrimidine metabolism37/370458/84651.62e-034.45e-032.26e-0337
hsa0123211Oral cavityOSCCNucleotide metabolism54/370485/84651.78e-045.95e-043.03e-0454
hsa0124011Oral cavityOSCCBiosynthesis of cofactors88/3704153/84653.84e-041.20e-036.12e-0488
hsa0024011Oral cavityOSCCPyrimidine metabolism37/370458/84651.62e-034.45e-032.26e-0337
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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
CMPK2deletionFrame_Shift_Delnovelc.770delTp.Ile257ThrfsTer12p.I257Tfs*12Q5EBM0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CMPK2SNVMissense_Mutationrs527462136c.1310C>Tp.Thr437Metp.T437MQ5EBM0protein_codingtolerated(0.28)benign(0.005)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CMPK2SNVMissense_Mutationrs751941297c.721G>Ap.Asp241Asnp.D241NQ5EBM0protein_codingdeleterious(0.02)benign(0.328)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CMPK2SNVMissense_Mutationc.727N>Cp.Cys243Argp.C243RQ5EBM0protein_codingtolerated(0.23)benign(0.196)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CMPK2SNVMissense_Mutationnovelc.1004N>Ap.Ser335Asnp.S335NQ5EBM0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
CMPK2SNVMissense_Mutationc.1134N>Ap.Ser378Argp.S378RQ5EBM0protein_codingdeleterious(0.03)possibly_damaging(0.643)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CMPK2SNVMissense_Mutationc.911N>Tp.Arg304Ilep.R304IQ5EBM0protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CMPK2SNVMissense_Mutationnovelc.879N>Tp.Lys293Asnp.K293NQ5EBM0protein_codingtolerated(0.1)benign(0.039)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CMPK2SNVMissense_Mutationc.1111C>Ap.Leu371Ilep.L371IQ5EBM0protein_codingtolerated(0.11)benign(0.103)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CMPK2SNVMissense_Mutationc.692C>Ap.Pro231Hisp.P231HQ5EBM0protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AP-A059-01Endometriumuterine 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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