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: DOCK10

Gene summary for DOCK10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DOCK10

Gene ID

55619

Gene namededicator of cytokinesis 10
Gene AliasDRIP2
Cytomap2q36.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q96BY6


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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
55619DOCK10RNA-P6T1-P6T1-2HumanLungMIAC1.48e-058.60e-01-0.0186
55619DOCK10RNA-P6T1-P6T1-3HumanLungMIAC1.19e-037.32e-01-0.0296
55619DOCK10RNA-P6T1-P6T1-4HumanLungMIAC1.14e-026.05e-01-0.0263
55619DOCK10EOLP-1HumanOral cavityEOLP8.65e-216.92e-01-0.0202
55619DOCK10EOLP-2HumanOral cavityEOLP2.07e-206.17e-01-0.0203
55619DOCK10NEOLP-2HumanOral cavityNEOLP9.75e-083.56e-01-0.0196
55619DOCK10NEOLP-3HumanOral cavityNEOLP3.87e-063.86e-01-0.0191
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:004308721LungMIACregulation of GTPase activity41/967348/187237.39e-071.08e-0441
GO:004354721LungMIACpositive regulation of GTPase activity31/967255/187238.63e-067.38e-0431
GO:004887223LungMIAChomeostasis of number of cells27/967272/187239.04e-041.92e-0227
GO:001635831LungMIACdendrite development23/967243/187233.82e-034.69e-0223
GO:004887226Oral cavityEOLPhomeostasis of number of cells68/2218272/187231.20e-098.27e-0868
GO:190313114Oral cavityEOLPmononuclear cell differentiation88/2218426/187231.07e-073.61e-0688
GO:001635815Oral cavityEOLPdendrite development55/2218243/187231.43e-063.42e-0555
GO:003009812Oral cavityEOLPlymphocyte differentiation76/2218374/187231.50e-063.55e-0576
GO:006099614Oral cavityEOLPdendritic spine development27/221899/187232.21e-053.37e-0427
GO:00022633Oral cavityEOLPcell activation involved in immune response56/2218279/187234.91e-056.47e-0456
GO:00023662Oral cavityEOLPleukocyte activation involved in immune response55/2218275/187236.32e-057.90e-0455
GO:004308714Oral cavityEOLPregulation of GTPase activity66/2218348/187236.92e-058.55e-0466
GO:00022852Oral cavityEOLPlymphocyte activation involved in immune response42/2218194/187237.17e-058.82e-0442
GO:00488137Oral cavityEOLPdendrite morphogenesis34/2218146/187237.56e-059.19e-0434
GO:00421132Oral cavityEOLPB cell activation61/2218334/187233.68e-043.35e-0361
GO:01060279Oral cavityEOLPneuron projection organization23/221893/187234.20e-043.72e-0323
GO:00017761Oral cavityEOLPleukocyte homeostasis21/221887/187231.03e-037.63e-0321
GO:00435479Oral cavityEOLPpositive regulation of GTPase activity47/2218255/187231.34e-039.33e-0347
GO:00970618Oral cavityEOLPdendritic spine organization20/221884/187231.60e-031.07e-0220
GO:004887233Oral cavityNEOLPhomeostasis of number of cells65/2005272/187233.20e-102.93e-0865
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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
DOCK10SNVMissense_Mutationc.1277N>Ap.Ser426Asnp.S426NQ96BY6protein_codingtolerated(0.11)probably_damaging(0.993)TCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DOCK10SNVMissense_Mutationc.5491G>Cp.Asp1831Hisp.D1831HQ96BY6protein_codingtolerated(0.23)benign(0.034)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DOCK10SNVMissense_Mutationrs745850719c.3974N>Ap.Arg1325Glnp.R1325QQ96BY6protein_codingtolerated(0.12)possibly_damaging(0.743)TCGA-AC-A6NO-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DOCK10SNVMissense_Mutationrs200577403c.6418N>Ap.Glu2140Lysp.E2140KQ96BY6protein_codingdeleterious(0.05)benign(0.275)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DOCK10SNVMissense_Mutationnovelc.3970N>Ap.Leu1324Ilep.L1324IQ96BY6protein_codingtolerated(0.53)benign(0.11)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DOCK10SNVMissense_Mutationnovelc.687N>Tp.Glu229Aspp.E229DQ96BY6protein_codingtolerated(0.08)probably_damaging(0.976)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DOCK10SNVMissense_Mutationnovelc.194N>Ap.Arg65Glnp.R65QQ96BY6protein_codingtolerated(0.37)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DOCK10SNVMissense_Mutationc.1651N>Ap.Gly551Argp.G551RQ96BY6protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
DOCK10SNVMissense_Mutationc.1376N>Tp.Ser459Phep.S459FQ96BY6protein_codingdeleterious(0)benign(0.398)TCGA-BH-A1EV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
DOCK10SNVMissense_Mutationc.1233N>Cp.Glu411Aspp.E411DQ96BY6protein_codingtolerated(0.3)benign(0.015)TCGA-C8-A26Y-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
55619DOCK10NAINTERLEUKIN-418499258
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