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: DCP2

Gene summary for DCP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DCP2

Gene ID

167227

Gene namedecapping mRNA 2
Gene AliasNUDT20
Cytomap5q22.2
Gene Typeprotein-coding
GO ID

GO:0000184

UniProtAcc

Q8IU60


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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
167227DCP2LZE4THumanEsophagusESCC3.93e-112.38e-010.0811
167227DCP2LZE5THumanEsophagusESCC8.02e-031.63e-010.0514
167227DCP2LZE7THumanEsophagusESCC1.02e-103.43e-010.0667
167227DCP2LZE8THumanEsophagusESCC4.56e-051.77e-010.067
167227DCP2LZE24THumanEsophagusESCC3.51e-204.30e-010.0596
167227DCP2LZE6THumanEsophagusESCC6.16e-081.78e-010.0845
167227DCP2P1T-EHumanEsophagusESCC8.00e-063.91e-010.0875
167227DCP2P2T-EHumanEsophagusESCC6.75e-367.87e-010.1177
167227DCP2P4T-EHumanEsophagusESCC1.54e-123.49e-010.1323
167227DCP2P5T-EHumanEsophagusESCC3.55e-091.97e-010.1327
167227DCP2P8T-EHumanEsophagusESCC1.40e-143.51e-010.0889
167227DCP2P9T-EHumanEsophagusESCC2.65e-172.26e-010.1131
167227DCP2P10T-EHumanEsophagusESCC1.62e-224.70e-010.116
167227DCP2P11T-EHumanEsophagusESCC4.09e-062.20e-010.1426
167227DCP2P12T-EHumanEsophagusESCC2.10e-173.08e-010.1122
167227DCP2P15T-EHumanEsophagusESCC2.28e-255.86e-010.1149
167227DCP2P16T-EHumanEsophagusESCC6.00e-131.40e-010.1153
167227DCP2P17T-EHumanEsophagusESCC4.59e-022.56e-010.1278
167227DCP2P19T-EHumanEsophagusESCC2.85e-063.75e-010.1662
167227DCP2P20T-EHumanEsophagusESCC1.96e-163.80e-010.1124
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:190331316EsophagusESCCpositive regulation of mRNA metabolic process87/8552118/187235.10e-101.32e-0887
GO:006101319EsophagusESCCregulation of mRNA catabolic process115/8552166/187235.90e-101.49e-08115
GO:004348719EsophagusESCCregulation of RNA stability117/8552170/187237.91e-101.94e-08117
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:000700418EsophagusESCCtelomere maintenance via telomerase56/855269/187231.40e-093.30e-0856
GO:004348819EsophagusESCCregulation of mRNA stability109/8552158/187232.40e-095.35e-08109
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:001083319EsophagusESCCtelomere maintenance via telomere lengthening61/855281/187235.24e-089.37e-0761
GO:00322108EsophagusESCCregulation of telomere maintenance via telomerase43/855253/187231.20e-071.95e-0643
GO:000018414EsophagusESCCnuclear-transcribed mRNA catabolic process, nonsense-mediated decay32/855237/187232.96e-074.23e-0632
GO:000627816EsophagusESCCRNA-dependent DNA biosynthetic process56/855275/187233.03e-074.30e-0656
GO:006101416EsophagusESCCpositive regulation of mRNA catabolic process63/855287/187233.70e-075.15e-0663
GO:006115716EsophagusESCCmRNA destabilization61/855284/187234.81e-076.49e-0661
GO:00905033EsophagusESCCRNA phosphodiester bond hydrolysis, exonucleolytic35/855242/187235.35e-077.11e-0635
GO:190435616EsophagusESCCregulation of telomere maintenance via telomere lengthening47/855261/187235.61e-077.40e-0647
GO:005077916EsophagusESCCRNA destabilization63/855288/187237.23e-079.40e-0663
GO:20012513EsophagusESCCnegative regulation of chromosome organization60/855286/187235.20e-065.45e-0560
GO:00002913EsophagusESCCnuclear-transcribed mRNA catabolic process, exonucleolytic18/855219/187238.00e-067.78e-0518
GO:009067015EsophagusESCCRNA localization to Cajal body18/855219/187238.00e-067.78e-0518
GO:009067115EsophagusESCCtelomerase RNA localization to Cajal body18/855219/187238.00e-067.78e-0518
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0301824EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa0301834EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa030182LiverHCCRNA degradation58/402079/84652.29e-062.19e-051.22e-0558
hsa030183LiverHCCRNA degradation58/402079/84652.29e-062.19e-051.22e-0558
hsa030189Oral cavityOSCCRNA degradation59/370479/84652.05e-081.91e-079.70e-0859
hsa0301814Oral cavityOSCCRNA degradation59/370479/84652.05e-081.91e-079.70e-0859
hsa0301841Oral cavityEOLPRNA degradation22/121879/84651.33e-034.80e-032.83e-0322
hsa0301851Oral cavityEOLPRNA degradation22/121879/84651.33e-034.80e-032.83e-0322
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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
DCP2SNVMissense_Mutationrs776321450c.1072N>Tp.Arg358Trpp.R358WQ8IU60protein_codingdeleterious_low_confidence(0)possibly_damaging(0.88)TCGA-C5-A7CK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
DCP2SNVMissense_Mutationc.555N>Cp.Lys185Asnp.K185NQ8IU60protein_codingdeleterious(0.01)benign(0.061)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
DCP2SNVMissense_Mutationrs369278042c.517C>Tp.Arg173Cysp.R173CQ8IU60protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DCP2SNVMissense_Mutationc.1234N>Gp.Asn412Aspp.N412DQ8IU60protein_codingtolerated_low_confidence(1)benign(0.001)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
DCP2SNVMissense_Mutationnovelc.799N>Gp.Lys267Glup.K267EQ8IU60protein_codingtolerated(0.07)probably_damaging(0.979)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
DCP2SNVMissense_Mutationc.683N>Tp.Ala228Valp.A228VQ8IU60protein_codingtolerated(1)benign(0.014)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
DCP2SNVMissense_Mutationrs748555203c.809N>Ap.Arg270Glnp.R270QQ8IU60protein_codingtolerated(0.11)benign(0.058)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DCP2SNVMissense_Mutationnovelc.968N>Ap.Arg323Lysp.R323KQ8IU60protein_codingtolerated_low_confidence(0.54)benign(0.045)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DCP2deletionIn_Frame_Delc.1119_1121delTAGp.Ser376delp.S376delQ8IU60protein_codingTCGA-DC-6157-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DCP2SNVMissense_Mutationnovelc.145N>Gp.Phe49Valp.F49VQ8IU60protein_codingdeleterious(0)probably_damaging(0.962)TCGA-A5-A0G2-01Endometriumuterine 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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