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: DOPEY1

Gene summary for DOPEY1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DOPEY1

Gene ID

23033

Gene nameDOP1 leucine zipper like protein A
Gene AliasDOP1
Cytomap6q14.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q5TA12


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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
23033DOPEY1HTA11_3410_2000001011HumanColorectumAD2.27e-41-8.93e-010.0155
23033DOPEY1HTA11_2487_2000001011HumanColorectumSER1.62e-25-8.93e-01-0.1808
23033DOPEY1HTA11_2951_2000001011HumanColorectumAD1.04e-06-8.93e-010.0216
23033DOPEY1HTA11_1938_2000001011HumanColorectumAD7.46e-20-8.93e-01-0.0811
23033DOPEY1HTA11_78_2000001011HumanColorectumAD1.20e-29-8.93e-01-0.1088
23033DOPEY1HTA11_347_2000001011HumanColorectumAD3.39e-44-8.93e-01-0.1954
23033DOPEY1HTA11_411_2000001011HumanColorectumSER3.24e-04-8.93e-01-0.2602
23033DOPEY1HTA11_2112_2000001011HumanColorectumSER8.13e-06-8.93e-01-0.2196
23033DOPEY1HTA11_3361_2000001011HumanColorectumAD1.50e-20-8.93e-01-0.1207
23033DOPEY1HTA11_83_2000001011HumanColorectumSER8.50e-17-8.93e-01-0.1526
23033DOPEY1HTA11_696_2000001011HumanColorectumAD1.20e-62-8.93e-01-0.1464
23033DOPEY1HTA11_866_2000001011HumanColorectumAD1.40e-59-8.93e-01-0.1001
23033DOPEY1HTA11_1391_2000001011HumanColorectumAD4.72e-34-8.93e-01-0.059
23033DOPEY1HTA11_2992_2000001011HumanColorectumSER1.88e-08-8.93e-01-0.1706
23033DOPEY1HTA11_5212_2000001011HumanColorectumAD1.01e-09-8.93e-01-0.2061
23033DOPEY1HTA11_5216_2000001011HumanColorectumSER1.04e-06-8.93e-01-0.1462
23033DOPEY1HTA11_546_2000001011HumanColorectumAD9.96e-15-8.93e-01-0.0842
23033DOPEY1HTA11_9341_2000001011HumanColorectumSER3.24e-04-8.93e-01-0.00410000000000005
23033DOPEY1HTA11_7862_2000001011HumanColorectumAD3.51e-12-8.93e-01-0.0179
23033DOPEY1HTA11_866_3004761011HumanColorectumAD7.39e-37-8.93e-010.096
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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
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
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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
DOPEY1SNVMissense_Mutationrs763170333c.1338N>Cp.Gln446Hisp.Q446Hprotein_codingtolerated(0.12)benign(0.003)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DOPEY1SNVMissense_Mutationc.6361C>Ap.His2121Asnp.H2121Nprotein_codingtolerated(0.06)possibly_damaging(0.708)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DOPEY1SNVMissense_Mutationnovelc.7336A>Cp.Lys2446Glnp.K2446Qprotein_codingtolerated(0.07)benign(0.034)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DOPEY1SNVMissense_Mutationc.6047N>Tp.Thr2016Ilep.T2016Iprotein_codingdeleterious(0.04)benign(0.012)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DOPEY1SNVMissense_Mutationnovelc.5461A>Cp.Ile1821Leup.I1821Lprotein_codingtolerated(0.19)benign(0.187)TCGA-BH-A0HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
DOPEY1SNVMissense_Mutationc.6303A>Tp.Glu2101Aspp.E2101Dprotein_codingtolerated(0.12)probably_damaging(0.999)TCGA-C8-A1HG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DOPEY1SNVMissense_Mutationrs149059542c.1562N>Gp.Thr521Argp.T521Rprotein_codingdeleterious(0)benign(0.361)TCGA-E2-A14Z-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
DOPEY1SNVMissense_Mutationnovelc.3487A>Cp.Thr1163Prop.T1163Pprotein_codingtolerated_low_confidence(0.3)benign(0)TCGA-E9-A3HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
DOPEY1SNVMissense_Mutationrs368200841c.4399G>Ap.Ala1467Thrp.A1467Tprotein_codingtolerated(0.62)benign(0)TCGA-LL-A5YP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DOPEY1SNVMissense_Mutationnovelc.5129N>Gp.Met1710Argp.M1710Rprotein_codingdeleterious(0)benign(0.207)TCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
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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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