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: DXO

Gene summary for DXO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DXO

Gene ID

1797

Gene namedecapping exoribonuclease
Gene AliasDOM3L
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0000956

UniProtAcc

A0A024RCW8


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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
1797DXOLZE4THumanEsophagusESCC2.43e-051.19e-010.0811
1797DXOLZE20THumanEsophagusESCC1.17e-031.54e-010.0662
1797DXOLZE24THumanEsophagusESCC7.43e-052.42e-010.0596
1797DXOP2T-EHumanEsophagusESCC3.66e-224.97e-010.1177
1797DXOP4T-EHumanEsophagusESCC7.97e-153.26e-010.1323
1797DXOP5T-EHumanEsophagusESCC1.23e-082.00e-010.1327
1797DXOP8T-EHumanEsophagusESCC2.25e-111.87e-010.0889
1797DXOP9T-EHumanEsophagusESCC6.89e-112.29e-010.1131
1797DXOP10T-EHumanEsophagusESCC2.25e-183.67e-010.116
1797DXOP11T-EHumanEsophagusESCC4.45e-082.92e-010.1426
1797DXOP12T-EHumanEsophagusESCC1.87e-162.71e-010.1122
1797DXOP15T-EHumanEsophagusESCC2.38e-021.09e-010.1149
1797DXOP16T-EHumanEsophagusESCC2.92e-184.13e-010.1153
1797DXOP17T-EHumanEsophagusESCC3.58e-073.15e-010.1278
1797DXOP20T-EHumanEsophagusESCC1.17e-102.93e-010.1124
1797DXOP21T-EHumanEsophagusESCC1.70e-202.47e-010.1617
1797DXOP22T-EHumanEsophagusESCC6.16e-183.29e-010.1236
1797DXOP23T-EHumanEsophagusESCC1.37e-143.19e-010.108
1797DXOP24T-EHumanEsophagusESCC4.23e-121.80e-010.1287
1797DXOP26T-EHumanEsophagusESCC1.37e-141.94e-010.1276
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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:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
GO:0031331111EsophagusESCCpositive regulation of cellular catabolic process292/8552427/187238.67e-221.53e-19292
GO:0006401110EsophagusESCCRNA catabolic process204/8552278/187233.39e-215.66e-19204
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:0006402110EsophagusESCCmRNA catabolic process170/8552232/187238.70e-188.00e-16170
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:000095618EsophagusESCCnuclear-transcribed mRNA catabolic process88/8552112/187239.41e-134.14e-1188
GO:004348719EsophagusESCCregulation of RNA stability117/8552170/187237.91e-101.94e-08117
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:005077916EsophagusESCCRNA destabilization63/855288/187237.23e-079.40e-0663
GO:00710252EsophagusESCCRNA surveillance14/855215/187231.47e-049.85e-0414
GO:00710273EsophagusESCCnuclear RNA surveillance12/855213/187236.18e-043.32e-0312
GO:00710283EsophagusESCCnuclear mRNA surveillance12/855213/187236.18e-043.32e-0312
GO:0110154EsophagusESCCRNA decapping14/855218/187235.77e-032.14e-0214
GO:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
GO:003133122LiverHCCpositive regulation of cellular catabolic process295/7958427/187233.20e-291.45e-26295
GO:004427021LiverHCCcellular nitrogen compound catabolic process303/7958451/187239.76e-273.64e-24303
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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
DXOSNVMissense_Mutationc.70C>Ap.Arg24Serp.R24SO77932protein_codingtolerated(1)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DXOSNVMissense_Mutationrs780217920c.1048N>Ap.Val350Ilep.V350IO77932protein_codingdeleterious(0.04)benign(0.003)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
DXOinsertionIn_Frame_Insnovelc.228_229insAGGp.Asn76_Gly77insArgp.N76_G77insRO77932protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DXOinsertionFrame_Shift_Insnovelc.227_228insTGCTTGTGTCAGACCTTCAGCCTGTAACTCCTGCCTCTp.Gly77AlafsTer65p.G77Afs*65O77932protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DXOSNVMissense_Mutationnovelc.158N>Gp.Ser53Cysp.S53CO77932protein_codingdeleterious(0)probably_damaging(0.942)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
DXOSNVMissense_Mutationnovelc.275N>Gp.Tyr92Cysp.Y92CO77932protein_codingdeleterious(0)benign(0.382)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DXOSNVMissense_Mutationnovelc.673N>Ap.Gly225Argp.G225RO77932protein_codingtolerated(0.06)possibly_damaging(0.78)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DXOSNVMissense_Mutationrs754532504c.389C>Tp.Thr130Metp.T130MO77932protein_codingtolerated(0.08)possibly_damaging(0.544)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DXOSNVMissense_Mutationrs567817660c.668N>Ap.Arg223Hisp.R223HO77932protein_codingdeleterious(0)possibly_damaging(0.767)TCGA-QG-A5YV-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaCR
DXOSNVMissense_Mutationrs780217920c.1048N>Ap.Val350Ilep.V350IO77932protein_codingdeleterious(0.04)benign(0.003)TCGA-EI-6882-01Colorectumrectum 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
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