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: DEDD

Gene summary for DEDD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DEDD

Gene ID

9191

Gene namedeath effector domain containing
Gene AliasCASP8IP1
Cytomap1q23.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

O75618


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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
9191DEDDLZE2THumanEsophagusESCC2.91e-035.05e-010.082
9191DEDDLZE4THumanEsophagusESCC1.65e-112.87e-010.0811
9191DEDDLZE7THumanEsophagusESCC1.49e-023.28e-010.0667
9191DEDDLZE8THumanEsophagusESCC1.03e-071.73e-010.067
9191DEDDLZE20THumanEsophagusESCC2.01e-081.79e-010.0662
9191DEDDLZE22THumanEsophagusESCC3.81e-074.83e-010.068
9191DEDDLZE24THumanEsophagusESCC5.75e-164.04e-010.0596
9191DEDDLZE6THumanEsophagusESCC6.39e-032.23e-010.0845
9191DEDDP1T-EHumanEsophagusESCC4.78e-073.93e-010.0875
9191DEDDP2T-EHumanEsophagusESCC8.36e-245.48e-010.1177
9191DEDDP4T-EHumanEsophagusESCC2.09e-441.01e+000.1323
9191DEDDP5T-EHumanEsophagusESCC5.16e-194.53e-010.1327
9191DEDDP8T-EHumanEsophagusESCC7.71e-193.08e-010.0889
9191DEDDP9T-EHumanEsophagusESCC1.12e-215.15e-010.1131
9191DEDDP10T-EHumanEsophagusESCC8.65e-163.13e-010.116
9191DEDDP11T-EHumanEsophagusESCC1.49e-163.51e-010.1426
9191DEDDP12T-EHumanEsophagusESCC1.65e-243.37e-010.1122
9191DEDDP15T-EHumanEsophagusESCC8.35e-285.96e-010.1149
9191DEDDP16T-EHumanEsophagusESCC3.50e-324.81e-010.1153
9191DEDDP17T-EHumanEsophagusESCC7.13e-052.85e-010.1278
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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:200123327EsophagusHGINregulation of apoptotic signaling pathway97/2587356/187231.36e-111.57e-0997
GO:001607219EsophagusHGINrRNA metabolic process72/2587236/187232.26e-112.56e-0972
GO:000640120EsophagusHGINRNA catabolic process77/2587278/187237.63e-106.36e-0877
GO:003465519EsophagusHGINnucleobase-containing compound catabolic process98/2587407/187231.44e-088.94e-0798
GO:004670017EsophagusHGINheterocycle catabolic process103/2587445/187235.44e-082.99e-06103
GO:200123519EsophagusHGINpositive regulation of apoptotic signaling pathway41/2587126/187236.06e-083.22e-0641
GO:002241120EsophagusHGINcellular component disassembly102/2587443/187238.31e-084.33e-06102
GO:004427018EsophagusHGINcellular nitrogen compound catabolic process103/2587451/187231.10e-075.56e-06103
GO:001943917EsophagusHGINaromatic compound catabolic process105/2587467/187231.89e-079.31e-06105
GO:190136117EsophagusHGINorganic cyclic compound catabolic process106/2587495/187231.94e-067.13e-05106
GO:00346606EsophagusHGINncRNA metabolic process104/2587485/187232.26e-068.23e-05104
GO:009719126EsophagusHGINextrinsic apoptotic signaling pathway56/2587219/187232.48e-068.80e-0556
GO:000862518EsophagusHGINextrinsic apoptotic signaling pathway via death domain receptors23/258782/187235.47e-047.73e-0323
GO:200123626EsophagusHGINregulation of extrinsic apoptotic signaling pathway36/2587151/187236.20e-048.58e-0336
GO:200123810EsophagusHGINpositive regulation of extrinsic apoptotic signaling pathway15/258748/187231.49e-031.73e-0215
GO:0016072110EsophagusESCCrRNA metabolic process197/8552236/187231.31e-331.18e-30197
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:0042176111EsophagusESCCregulation of protein catabolic process280/8552391/187238.65e-262.39e-23280
GO:2001233111EsophagusESCCregulation of apoptotic signaling pathway256/8552356/187234.11e-241.04e-21256
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
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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
DEDDSNVMissense_Mutationrs377566442c.530G>Ap.Arg177Glnp.R177Qprotein_codingtolerated(0.1)benign(0.119)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DEDDSNVMissense_Mutationc.312N>Cp.Lys104Asnp.K104Nprotein_codingdeleterious(0.01)possibly_damaging(0.493)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DEDDinsertionIn_Frame_Insnovelc.861_862insCTGGGCTCCATCATCTGTGACATCAAGTTCTCTGAGCTCACCTACCTCGATp.Leu271_Asp287dupp.L271_D287dupprotein_codingTCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
DEDDSNVMissense_Mutationc.718N>Ap.Leu240Metp.L240Mprotein_codingdeleterious(0)probably_damaging(0.968)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
DEDDSNVMissense_Mutationc.56N>Gp.Gln19Argp.Q19Rprotein_codingtolerated(0.66)benign(0)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DEDDSNVMissense_Mutationc.320N>Tp.Arg107Leup.R107Lprotein_codingdeleterious(0.05)benign(0.371)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
DEDDSNVMissense_Mutationnovelc.625N>Cp.Glu209Glnp.E209Qprotein_codingtolerated(0.38)benign(0)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
DEDDSNVMissense_Mutationc.761N>Ap.Arg254Hisp.R254Hprotein_codingdeleterious(0)probably_damaging(0.935)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DEDDSNVMissense_Mutationnovelc.840C>Ap.Phe280Leup.F280Lprotein_codingdeleterious(0)probably_damaging(0.993)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DEDDSNVMissense_Mutationc.127N>Tp.Arg43Cysp.R43Cprotein_codingdeleterious(0)probably_damaging(0.997)TCGA-AJ-A3EL-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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