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: DOCK7

Gene summary for DOCK7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DOCK7

Gene ID

85440

Gene namededicator of cytokinesis 7
Gene AliasDEE23
Cytomap1p31.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q96N67


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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
85440DOCK7HTA11_3410_2000001011HumanColorectumAD1.34e-08-4.34e-010.0155
85440DOCK7HTA11_2487_2000001011HumanColorectumSER9.39e-03-3.67e-01-0.1808
85440DOCK7HTA11_3361_2000001011HumanColorectumAD1.23e-02-4.37e-01-0.1207
85440DOCK7HTA11_696_2000001011HumanColorectumAD4.35e-04-3.49e-01-0.1464
85440DOCK7HTA11_866_3004761011HumanColorectumAD8.70e-05-4.52e-010.096
85440DOCK7HTA11_7696_3000711011HumanColorectumAD2.01e-11-4.62e-010.0674
85440DOCK7HTA11_99999974143_84620HumanColorectumMSS4.50e-14-5.18e-010.3005
85440DOCK7A001-C-207HumanColorectumFAP9.14e-04-1.97e-010.1278
85440DOCK7A015-C-203HumanColorectumFAP1.32e-29-4.26e-01-0.1294
85440DOCK7A015-C-204HumanColorectumFAP6.35e-05-2.80e-01-0.0228
85440DOCK7A014-C-040HumanColorectumFAP4.51e-05-4.02e-01-0.1184
85440DOCK7A002-C-201HumanColorectumFAP5.28e-17-4.07e-010.0324
85440DOCK7A002-C-203HumanColorectumFAP5.40e-05-1.05e-010.2786
85440DOCK7A001-C-119HumanColorectumFAP5.78e-07-3.83e-01-0.1557
85440DOCK7A001-C-108HumanColorectumFAP4.13e-17-2.78e-01-0.0272
85440DOCK7A002-C-205HumanColorectumFAP7.00e-22-3.06e-01-0.1236
85440DOCK7A001-C-104HumanColorectumFAP1.39e-03-1.41e-010.0184
85440DOCK7A015-C-005HumanColorectumFAP6.85e-07-3.17e-01-0.0336
85440DOCK7A015-C-006HumanColorectumFAP3.23e-19-5.02e-01-0.0994
85440DOCK7A015-C-106HumanColorectumFAP4.80e-13-2.17e-01-0.0511
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
GO:0051656ColorectumADestablishment of organelle localization131/3918390/187233.00e-092.06e-07131
GO:0007163ColorectumADestablishment or maintenance of cell polarity77/3918218/187235.72e-072.08e-0577
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0007409ColorectumADaxonogenesis122/3918418/187233.36e-056.15e-04122
GO:0030010ColorectumADestablishment of cell polarity50/3918143/187236.90e-051.11e-0350
GO:0061564ColorectumADaxon development132/3918467/187238.40e-051.31e-03132
GO:0043547ColorectumADpositive regulation of GTPase activity75/3918255/187237.95e-047.91e-0375
GO:0018105ColorectumADpeptidyl-serine phosphorylation88/3918315/187231.73e-031.43e-0288
GO:0050767ColorectumADregulation of neurogenesis99/3918364/187232.35e-031.82e-0299
GO:0018209ColorectumADpeptidyl-serine modification92/3918338/187233.19e-032.36e-0292
GO:0007097ColorectumADnuclear migration10/391820/187233.67e-032.60e-0210
GO:0051647ColorectumADnucleus localization11/391824/187235.43e-033.55e-0211
GO:0106106ColorectumADcold-induced thermogenesis43/3918144/187237.05e-034.31e-0243
GO:0120161ColorectumADregulation of cold-induced thermogenesis43/3918144/187237.05e-034.31e-0243
GO:1990845ColorectumADadaptive thermogenesis46/3918157/187237.97e-034.73e-0246
GO:00516561ColorectumSERestablishment of organelle localization100/2897390/187231.11e-076.79e-06100
GO:00071631ColorectumSERestablishment or maintenance of cell polarity60/2897218/187233.45e-061.33e-0460
GO:00430871ColorectumSERregulation of GTPase activity77/2897348/187235.90e-048.07e-0377
GO:00300101ColorectumSERestablishment of cell polarity37/2897143/187238.72e-041.06e-0237
GO:00615641ColorectumSERaxon development94/2897467/187233.78e-033.13e-0294
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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
DOCK7SNVMissense_Mutationc.1635C>Gp.Ile545Metp.I545MQ96N67protein_codingdeleterious(0.02)possibly_damaging(0.582)TCGA-A2-A0EU-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DOCK7SNVMissense_Mutationc.1793C>Ap.Ala598Aspp.A598DQ96N67protein_codingdeleterious(0)possibly_damaging(0.883)TCGA-A2-A3XY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
DOCK7SNVMissense_Mutationc.1450G>Tp.Asp484Tyrp.D484YQ96N67protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DOCK7SNVMissense_Mutationc.4728N>Cp.Glu1576Aspp.E1576DQ96N67protein_codingtolerated(0.05)possibly_damaging(0.666)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DOCK7SNVMissense_Mutationrs780945471c.2927C>Tp.Thr976Metp.T976MQ96N67protein_codingtolerated(0.11)benign(0.073)TCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
DOCK7SNVMissense_Mutationc.4148G>Tp.Ser1383Ilep.S1383IQ96N67protein_codingtolerated(0.08)possibly_damaging(0.755)TCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DOCK7SNVMissense_Mutationc.4054N>Gp.Ser1352Alap.S1352AQ96N67protein_codingtolerated(0.21)benign(0.03)TCGA-AR-A0TW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinPD
DOCK7SNVMissense_Mutationc.3043N>Gp.Met1015Valp.M1015VQ96N67protein_codingdeleterious(0.01)benign(0.036)TCGA-AR-A1AX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DOCK7SNVMissense_Mutationnovelc.5660N>Gp.Ser1887Cysp.S1887CQ96N67protein_codingdeleterious(0)probably_damaging(0.997)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DOCK7SNVMissense_Mutationnovelc.6305N>Ap.Arg2102Lysp.R2102KQ96N67protein_codingtolerated(0.09)benign(0.281)TCGA-C8-A275-01Breastbreast 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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