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: DOK4

Gene summary for DOK4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DOK4

Gene ID

55715

Gene namedocking protein 4
Gene AliasIRS-5
Cytomap16q21
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

H3BQ19


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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
55715DOK4P1T-EHumanEsophagusESCC1.66e-031.72e-010.0875
55715DOK4P2T-EHumanEsophagusESCC5.36e-081.57e-010.1177
55715DOK4P4T-EHumanEsophagusESCC1.04e-112.84e-010.1323
55715DOK4P8T-EHumanEsophagusESCC3.65e-101.39e-010.0889
55715DOK4P11T-EHumanEsophagusESCC4.74e-073.17e-010.1426
55715DOK4P12T-EHumanEsophagusESCC2.55e-081.41e-010.1122
55715DOK4P15T-EHumanEsophagusESCC2.66e-051.20e-010.1149
55715DOK4P16T-EHumanEsophagusESCC1.97e-101.74e-010.1153
55715DOK4P17T-EHumanEsophagusESCC3.85e-021.59e-010.1278
55715DOK4P19T-EHumanEsophagusESCC2.07e-022.18e-010.1662
55715DOK4P20T-EHumanEsophagusESCC2.63e-143.15e-010.1124
55715DOK4P21T-EHumanEsophagusESCC3.28e-092.18e-010.1617
55715DOK4P22T-EHumanEsophagusESCC9.42e-082.14e-010.1236
55715DOK4P23T-EHumanEsophagusESCC1.99e-031.61e-010.108
55715DOK4P24T-EHumanEsophagusESCC2.88e-091.44e-010.1287
55715DOK4P26T-EHumanEsophagusESCC5.17e-091.89e-010.1276
55715DOK4P27T-EHumanEsophagusESCC4.58e-041.13e-010.1055
55715DOK4P28T-EHumanEsophagusESCC8.87e-081.66e-010.1149
55715DOK4P30T-EHumanEsophagusESCC9.13e-092.75e-010.137
55715DOK4P31T-EHumanEsophagusESCC1.71e-142.73e-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
∗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:00434107Oral cavityOSCCpositive regulation of MAPK cascade213/7305480/187238.71e-033.16e-02213
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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
DOK4SNVMissense_Mutationc.638N>Ap.Thr213Lysp.T213Kprotein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
DOK4insertionNonsense_Mutationnovelc.786_787insGGGATAATCAGAGCTTGAGGCTGGCACTCTGACTGCTGGCTTTTCp.Thr262_Thr263insGlyIleIleArgAlaTerGlyTrpHisSerAspCysTrpLeuPhep.T262_T263insGIIRA*GWHSDCWLFprotein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DOK4SNVMissense_Mutationrs755062671c.283G>Ap.Asp95Asnp.D95Nprotein_codingdeleterious(0)possibly_damaging(0.747)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DOK4SNVMissense_Mutationnovelc.691N>Ap.Ala231Thrp.A231Tprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A8QF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DOK4SNVMissense_Mutationrs147737584c.755N>Tp.Thr252Metp.T252Mprotein_codingdeleterious(0.02)benign(0.062)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DOK4SNVMissense_Mutationc.190N>Gp.Asn64Aspp.N64Dprotein_codingtolerated(0.08)possibly_damaging(0.759)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DOK4SNVMissense_Mutationrs757770307c.665G>Ap.Arg222Hisp.R222Hprotein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
DOK4SNVMissense_Mutationc.133N>Cp.Tyr45Hisp.Y45Hprotein_codingdeleterious(0)probably_damaging(0.926)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DOK4SNVMissense_Mutationrs755411412c.577N>Tp.Arg193Cysp.R193Cprotein_codingdeleterious(0.03)benign(0.221)TCGA-CM-6674-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DOK4SNVMissense_Mutationc.752G>Ap.Gly251Aspp.G251Dprotein_codingtolerated(0.19)benign(0.099)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<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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