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: DOCK4

Gene summary for DOCK4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DOCK4

Gene ID

9732

Gene namededicator of cytokinesis 4
Gene AliasDOCK4
Cytomap7q31.1
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q8N1I0


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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
9732DOCK4AEH-subject1HumanEndometriumAEH1.20e-123.53e-01-0.3059
9732DOCK4AEH-subject2HumanEndometriumAEH8.74e-042.57e-01-0.2525
9732DOCK4AEH-subject3HumanEndometriumAEH3.64e-031.47e-01-0.2576
9732DOCK4AEH-subject4HumanEndometriumAEH6.14e-206.83e-01-0.2657
9732DOCK4AEH-subject5HumanEndometriumAEH2.86e-021.46e-01-0.2953
9732DOCK4EEC-subject1HumanEndometriumEEC3.09e-041.85e-01-0.2682
9732DOCK4EEC-subject2HumanEndometriumEEC6.77e-133.84e-01-0.2607
9732DOCK4NAFLD1HumanLiverNAFLD3.26e-141.09e+00-0.04
9732DOCK4S41HumanLiverCirrhotic9.37e-056.70e-01-0.0343
9732DOCK4HCC1_MengHumanLiverHCC7.75e-52-1.26e-010.0246
9732DOCK4HCC2_MengHumanLiverHCC1.52e-07-2.66e-010.0107
9732DOCK4cirrhotic1HumanLiverCirrhotic3.31e-07-2.54e-010.0202
9732DOCK4cirrhotic2HumanLiverCirrhotic3.35e-04-2.31e-010.0201
9732DOCK4HCC2HumanLiverHCC1.39e-042.79e+000.5341
9732DOCK4S014HumanLiverHCC6.65e-085.59e-010.2254
9732DOCK4S015HumanLiverHCC5.28e-085.90e-010.2375
9732DOCK4S016HumanLiverHCC4.00e-156.31e-010.2243
9732DOCK4S027HumanLiverHCC3.30e-131.09e+000.2446
9732DOCK4S028HumanLiverHCC1.12e-181.04e+000.2503
9732DOCK4S029HumanLiverHCC3.89e-191.36e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
∗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:00030126EndometriumAEHmuscle system process78/2100452/187236.89e-051.06e-0378
GO:0006936EndometriumAEHmuscle contraction59/2100347/187237.32e-046.99e-0359
GO:00603268EndometriumAEHcell chemotaxis53/2100310/187231.16e-031.01e-0253
GO:00902579EndometriumAEHregulation of muscle system process44/2100252/187231.92e-031.51e-0244
GO:00069374EndometriumAEHregulation of muscle contraction32/2100169/187232.06e-031.60e-0232
GO:0045986EndometriumAEHnegative regulation of smooth muscle contraction6/210015/187234.03e-032.69e-026
GO:00149103EndometriumAEHregulation of smooth muscle cell migration19/210089/187234.12e-032.73e-0219
GO:00149092EndometriumAEHsmooth muscle cell migration20/210097/187235.00e-033.14e-0220
GO:000301213EndometriumEECmuscle system process79/2168452/187231.16e-041.55e-0379
GO:006032613EndometriumEECcell chemotaxis55/2168310/187238.22e-047.63e-0355
GO:00069361EndometriumEECmuscle contraction59/2168347/187231.57e-031.26e-0259
GO:009025712EndometriumEECregulation of muscle system process44/2168252/187233.51e-032.36e-0244
GO:001491011EndometriumEECregulation of smooth muscle cell migration19/216889/187235.83e-033.49e-0219
GO:000693711EndometriumEECregulation of muscle contraction31/2168169/187236.29e-033.71e-0231
GO:001490911EndometriumEECsmooth muscle cell migration20/216897/187237.11e-034.07e-0220
GO:00030182LiverNAFLDvascular process in circulatory system46/1882263/187231.36e-042.58e-0346
GO:0014911LiverNAFLDpositive regulation of smooth muscle cell migration11/188247/187235.92e-034.47e-0211
GO:0014910LiverNAFLDregulation of smooth muscle cell migration17/188289/187236.91e-034.87e-0217
GO:0035296LiverNAFLDregulation of tube diameter24/1882141/187237.04e-034.91e-0224
GO:0097746LiverNAFLDblood vessel diameter maintenance24/1882141/187237.04e-034.91e-0224
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0401514EndometriumAEHRap1 signaling pathway49/1197210/84652.03e-041.78e-031.30e-0349
hsa0401515EndometriumAEHRap1 signaling pathway49/1197210/84652.03e-041.78e-031.30e-0349
hsa0401522EndometriumEECRap1 signaling pathway49/1237210/84654.45e-043.47e-032.59e-0349
hsa0401532EndometriumEECRap1 signaling pathway49/1237210/84654.45e-043.47e-032.59e-0349
hsa0401510LungIACRap1 signaling pathway41/1053210/84652.01e-031.07e-027.10e-0341
hsa0401511LungIACRap1 signaling pathway41/1053210/84652.01e-031.07e-027.10e-0341
hsa0401521LungAISRap1 signaling pathway41/961210/84653.23e-043.38e-032.16e-0341
hsa0401531LungAISRap1 signaling pathway41/961210/84653.23e-043.38e-032.16e-0341
hsa0401541LungAAHRap1 signaling pathway20/348210/84653.89e-041.35e-021.09e-0220
hsa0401551LungAAHRap1 signaling pathway20/348210/84653.89e-041.35e-021.09e-0220
hsa0401561LungMIACRap1 signaling pathway29/507210/84651.94e-059.40e-046.80e-0429
hsa0401571LungMIACRap1 signaling pathway29/507210/84651.94e-059.40e-046.80e-0429
hsa0401516ProstateBPHRap1 signaling pathway61/1718210/84651.40e-035.85e-033.62e-0361
hsa0401517ProstateBPHRap1 signaling pathway61/1718210/84651.40e-035.85e-033.62e-0361
hsa0401523ProstateTumorRap1 signaling pathway60/1791210/84656.16e-032.12e-021.32e-0260
hsa0401533ProstateTumorRap1 signaling pathway60/1791210/84656.16e-032.12e-021.32e-0260
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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
DOCK4SNVMissense_Mutationc.13N>Gp.Thr5Alap.T5AQ8N1I0protein_codingdeleterious(0.01)benign(0.053)TCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DOCK4SNVMissense_Mutationc.398N>Tp.His133Leup.H133LQ8N1I0protein_codingdeleterious(0.03)benign(0.146)TCGA-A2-A0T1-01Breastbreast invasive carcinomaFemale<65III/IVTargeted Molecular therapyherceptinSD
DOCK4SNVMissense_Mutationrs762166507c.1147N>Tp.Val383Leup.V383LQ8N1I0protein_codingtolerated(0.27)benign(0.024)TCGA-A8-A06R-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
DOCK4SNVMissense_Mutationc.4255N>Ap.Asp1419Asnp.D1419NQ8N1I0protein_codingdeleterious(0)probably_damaging(0.919)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
DOCK4SNVMissense_Mutationc.1672N>Gp.Gln558Glup.Q558EQ8N1I0protein_codingtolerated(1)benign(0.181)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DOCK4SNVMissense_Mutationrs771255631c.5201C>Tp.Ser1734Leup.S1734LQ8N1I0protein_codingtolerated(0.14)benign(0.026)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
DOCK4SNVMissense_Mutationrs768229900c.2147G>Ap.Arg716Glnp.R716QQ8N1I0protein_codingdeleterious(0.03)probably_damaging(0.995)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DOCK4SNVMissense_Mutationc.707G>Tp.Arg236Ilep.R236IQ8N1I0protein_codingdeleterious(0)probably_damaging(0.961)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DOCK4SNVMissense_Mutationc.216N>Tp.Lys72Asnp.K72NQ8N1I0protein_codingtolerated(0.14)benign(0.015)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DOCK4SNVMissense_Mutationnovelc.5093N>Cp.Arg1698Thrp.R1698TQ8N1I0protein_codingdeleterious(0)probably_damaging(0.991)TCGA-BH-A0B6-01Breastbreast invasive 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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