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: DDX55

Gene summary for DDX55

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DDX55

Gene ID

57696

Gene nameDEAD-box helicase 55
Gene AliasDDX55
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A024RBS0


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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
57696DDX55HCC2HumanLiverHCC1.20e-193.35e+000.5341
57696DDX55S014HumanLiverHCC1.79e-195.71e-010.2254
57696DDX55S015HumanLiverHCC1.08e-125.45e-010.2375
57696DDX55S016HumanLiverHCC2.25e-175.36e-010.2243
57696DDX55S027HumanLiverHCC2.39e-054.09e-010.2446
57696DDX55S028HumanLiverHCC5.96e-114.59e-010.2503
57696DDX55S029HumanLiverHCC9.02e-185.95e-010.2581
57696DDX55C04HumanOral cavityOSCC4.49e-147.05e-010.2633
57696DDX55C21HumanOral cavityOSCC6.83e-267.37e-010.2678
57696DDX55C30HumanOral cavityOSCC4.06e-136.55e-010.3055
57696DDX55C38HumanOral cavityOSCC1.74e-044.07e-010.172
57696DDX55C43HumanOral cavityOSCC5.92e-133.30e-010.1704
57696DDX55C46HumanOral cavityOSCC4.02e-032.14e-010.1673
57696DDX55C51HumanOral cavityOSCC8.09e-052.48e-010.2674
57696DDX55C08HumanOral cavityOSCC1.42e-133.30e-010.1919
57696DDX55LP15HumanOral cavityLP1.54e-037.20e-010.2174
57696DDX55SYSMH1HumanOral cavityOSCC1.32e-041.64e-010.1127
57696DDX55SYSMH2HumanOral cavityOSCC2.08e-164.49e-010.2326
57696DDX55SYSMH3HumanOral cavityOSCC4.79e-316.00e-010.2442
57696DDX55SYSMH5HumanOral cavityOSCC2.70e-021.34e-010.0647
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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
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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
DDX55SNVMissense_Mutationc.633N>Gp.Asn211Lysp.N211KQ8NHQ9protein_codingtolerated(0.72)benign(0)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DDX55SNVMissense_Mutationc.1255G>Cp.Glu419Glnp.E419QQ8NHQ9protein_codingdeleterious(0.01)possibly_damaging(0.685)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DDX55SNVMissense_Mutationc.1244G>Cp.Arg415Thrp.R415TQ8NHQ9protein_codingdeleterious(0)possibly_damaging(0.899)TCGA-BH-A0BW-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinCR
DDX55SNVMissense_Mutationc.577N>Gp.Pro193Alap.P193AQ8NHQ9protein_codingdeleterious(0)probably_damaging(0.989)TCGA-D8-A1JE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamicinSD
DDX55SNVMissense_Mutationc.976G>Ap.Asp326Asnp.D326NQ8NHQ9protein_codingdeleterious(0)probably_damaging(0.994)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DDX55deletionFrame_Shift_Delc.1591_1592delNNp.Lys531GlufsTer5p.K531Efs*5Q8NHQ9protein_codingTCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DDX55insertionFrame_Shift_Insnovelc.1033_1034insATACAGTTTTGGTTTTCAAATGGp.Pro345HisfsTer58p.P345Hfs*58Q8NHQ9protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DDX55insertionNonsense_Mutationnovelc.911_912insTTAAAACCCCCAAGGACp.Lys304AsnfsTer2p.K304Nfs*2Q8NHQ9protein_codingTCGA-A8-A07F-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
DDX55insertionNonsense_Mutationnovelc.1030_1031insGCTTGTAGTTAGGTTGCGTCTGCTGCAGCTATTGCTCp.Asp344GlyfsTer3p.D344Gfs*3Q8NHQ9protein_codingTCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DDX55deletionFrame_Shift_Delc.1509_1510delNNp.Lys506AsnfsTer4p.K506Nfs*4Q8NHQ9protein_codingTCGA-AO-A1KR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
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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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