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: DOP1B

Gene summary for DOP1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DOP1B

Gene ID

9980

Gene nameDOP1 leucine zipper like protein B
Gene Alias21orf5
Cytomap21q22.12
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9Y3R5


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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
9980DOP1BHTA11_3410_2000001011HumanColorectumAD1.51e-275.08e-010.0155
9980DOP1BHTA11_2487_2000001011HumanColorectumSER2.80e-327.77e-01-0.1808
9980DOP1BHTA11_2951_2000001011HumanColorectumAD2.49e-085.15e-010.0216
9980DOP1BHTA11_1938_2000001011HumanColorectumAD2.25e-389.39e-01-0.0811
9980DOP1BHTA11_78_2000001011HumanColorectumAD6.39e-419.96e-01-0.1088
9980DOP1BHTA11_347_2000001011HumanColorectumAD1.60e-821.41e+00-0.1954
9980DOP1BHTA11_411_2000001011HumanColorectumSER9.56e-241.66e+00-0.2602
9980DOP1BHTA11_2112_2000001011HumanColorectumSER7.50e-211.26e+00-0.2196
9980DOP1BHTA11_3361_2000001011HumanColorectumAD2.99e-338.73e-01-0.1207
9980DOP1BHTA11_83_2000001011HumanColorectumSER1.40e-257.89e-01-0.1526
9980DOP1BHTA11_696_2000001011HumanColorectumAD5.69e-771.34e+00-0.1464
9980DOP1BHTA11_866_2000001011HumanColorectumAD1.41e-571.06e+00-0.1001
9980DOP1BHTA11_1391_2000001011HumanColorectumAD9.06e-399.23e-01-0.059
9980DOP1BHTA11_2992_2000001011HumanColorectumSER2.24e-148.48e-01-0.1706
9980DOP1BHTA11_5212_2000001011HumanColorectumAD2.32e-135.32e-01-0.2061
9980DOP1BHTA11_5216_2000001011HumanColorectumSER9.20e-146.08e-01-0.1462
9980DOP1BHTA11_546_2000001011HumanColorectumAD9.46e-371.14e+00-0.0842
9980DOP1BHTA11_9341_2000001011HumanColorectumSER7.44e-096.00e-01-0.00410000000000005
9980DOP1BHTA11_7862_2000001011HumanColorectumAD2.45e-144.36e-01-0.0179
9980DOP1BHTA11_866_3004761011HumanColorectumAD1.22e-194.20e-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
∗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:0048193ColorectumADGolgi vesicle transport109/3918296/187231.80e-101.68e-08109
GO:0016482ColorectumADcytosolic transport68/3918168/187236.00e-093.72e-0768
GO:0006892ColorectumADpost-Golgi vesicle-mediated transport45/3918104/187232.22e-079.26e-0645
GO:0007029ColorectumADendoplasmic reticulum organization31/391887/187231.08e-031.00e-0231
GO:00481931ColorectumSERGolgi vesicle transport79/2897296/187234.20e-072.15e-0579
GO:00164821ColorectumSERcytosolic transport46/2897168/187235.20e-051.25e-0346
GO:00068921ColorectumSERpost-Golgi vesicle-mediated transport31/2897104/187231.59e-043.08e-0331
GO:00070291ColorectumSERendoplasmic reticulum organization23/289787/187235.77e-034.23e-0223
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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
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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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