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: DDX3Y

Gene summary for DDX3Y

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DDX3Y

Gene ID

8653

Gene nameDEAD-box helicase 3 Y-linked
Gene AliasDBY
CytomapYq11.221
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R9A4


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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
8653DDX3YLZE4THumanEsophagusESCC1.82e-177.45e-010.0811
8653DDX3YLZE8THumanEsophagusESCC6.22e-03-3.81e-010.067
8653DDX3YLZE24THumanEsophagusESCC1.52e-02-3.35e-010.0596
8653DDX3YP2T-EHumanEsophagusESCC4.12e-11-3.81e-010.1177
8653DDX3YP4T-EHumanEsophagusESCC3.94e-06-3.81e-010.1323
8653DDX3YP5T-EHumanEsophagusESCC1.74e-047.54e-020.1327
8653DDX3YP8T-EHumanEsophagusESCC1.76e-12-3.81e-010.0889
8653DDX3YP10T-EHumanEsophagusESCC1.81e-073.74e-010.116
8653DDX3YP12T-EHumanEsophagusESCC4.30e-142.15e-010.1122
8653DDX3YP15T-EHumanEsophagusESCC2.54e-07-3.81e-010.1149
8653DDX3YP16T-EHumanEsophagusESCC3.89e-12-3.81e-010.1153
8653DDX3YP20T-EHumanEsophagusESCC4.31e-11-1.08e-010.1124
8653DDX3YP21T-EHumanEsophagusESCC4.95e-07-2.55e-010.1617
8653DDX3YP22T-EHumanEsophagusESCC7.02e-082.24e-020.1236
8653DDX3YP23T-EHumanEsophagusESCC1.51e-081.39e-010.108
8653DDX3YP24T-EHumanEsophagusESCC1.62e-15-2.52e-010.1287
8653DDX3YP26T-EHumanEsophagusESCC6.49e-08-3.46e-010.1276
8653DDX3YP27T-EHumanEsophagusESCC1.01e-06-3.50e-010.1055
8653DDX3YP28T-EHumanEsophagusESCC9.04e-161.89e-010.1149
8653DDX3YP31T-EHumanEsophagusESCC4.06e-09-3.66e-010.1251
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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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
DDX3YSNVMissense_Mutationc.1211G>Tp.Gly404Valp.G404VO15523protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DDX3YSNVMissense_Mutationnovelc.938G>Ap.Arg313Hisp.R313HO15523protein_codingdeleterious(0.05)benign(0.125)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DDX3YinsertionIn_Frame_Insrs751609060c.180_181insACCp.Trp60_Ser61insThrp.W60_S61insTO15523protein_codingTCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
DDX3YinsertionFrame_Shift_Insnovelc.1958_1959insGp.Val655GlyfsTer2p.V655Gfs*2O15523protein_codingTCGA-AA-3495-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DDX3YSNVMissense_Mutationnovelc.778N>Tp.Arg260Cysp.R260CO15523protein_codingdeleterious(0.03)probably_damaging(0.925)TCGA-4R-AA8I-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
DDX3YSNVMissense_Mutationnovelc.1769N>Cp.Arg590Thrp.R590TO15523protein_codingdeleterious(0.03)probably_damaging(0.917)TCGA-DD-AADV-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
DDX3YSNVMissense_Mutationc.302G>Tp.Ser101Ilep.S101IO15523protein_codingtolerated(0.19)benign(0.01)TCGA-MI-A75I-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
DDX3YSNVMissense_Mutationc.107N>Ap.Gly36Glup.G36EO15523protein_codingtolerated(0.18)benign(0.276)TCGA-55-7570-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
DDX3YSNVMissense_Mutationc.244N>Cp.Gly82Argp.G82RO15523protein_codingtolerated(0.09)benign(0)TCGA-22-4595-01Lunglung squamous cell carcinomaMale<65III/IVChemotherapyalimtaPD
DDX3YSNVMissense_Mutationnovelc.1534N>Gp.Ile512Valp.I512VO15523protein_codingtolerated(0.22)possibly_damaging(0.58)TCGA-58-A46K-01Lunglung squamous cell carcinomaMale<65III/IVChemotherapycarboplatinPD
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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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