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: DPP10

Gene summary for DPP10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DPP10

Gene ID

57628

Gene namedipeptidyl peptidase like 10
Gene AliasDPL2
Cytomap2q14.1
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

B4DKB5


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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
57628DPP10HTA11_3410_2000001011HumanColorectumAD7.86e-58-1.24e+000.0155
57628DPP10HTA11_2487_2000001011HumanColorectumSER1.82e-21-9.88e-01-0.1808
57628DPP10HTA11_2951_2000001011HumanColorectumAD6.49e-05-8.38e-010.0216
57628DPP10HTA11_1938_2000001011HumanColorectumAD1.83e-18-1.05e+00-0.0811
57628DPP10HTA11_78_2000001011HumanColorectumAD2.47e-19-8.92e-01-0.1088
57628DPP10HTA11_411_2000001011HumanColorectumSER2.91e-02-1.95e-01-0.2602
57628DPP10HTA11_2112_2000001011HumanColorectumSER1.07e-03-9.04e-01-0.2196
57628DPP10HTA11_3361_2000001011HumanColorectumAD2.48e-23-9.98e-01-0.1207
57628DPP10HTA11_83_2000001011HumanColorectumSER2.35e-09-7.12e-01-0.1526
57628DPP10HTA11_696_2000001011HumanColorectumAD3.22e-22-7.95e-01-0.1464
57628DPP10HTA11_866_2000001011HumanColorectumAD1.23e-30-9.27e-01-0.1001
57628DPP10HTA11_1391_2000001011HumanColorectumAD5.77e-32-1.02e+00-0.059
57628DPP10HTA11_5212_2000001011HumanColorectumAD1.32e-09-9.46e-01-0.2061
57628DPP10HTA11_5216_2000001011HumanColorectumSER1.11e-08-7.43e-01-0.1462
57628DPP10HTA11_546_2000001011HumanColorectumAD1.44e-09-8.73e-01-0.0842
57628DPP10HTA11_866_3004761011HumanColorectumAD6.09e-52-1.24e+000.096
57628DPP10HTA11_9408_2000001011HumanColorectumAD3.78e-07-1.21e+000.0451
57628DPP10HTA11_8622_2000001021HumanColorectumSER6.14e-13-1.14e+000.0528
57628DPP10HTA11_10711_2000001011HumanColorectumAD9.57e-16-7.91e-010.0338
57628DPP10HTA11_7696_3000711011HumanColorectumAD3.85e-24-7.32e-010.0674
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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
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
∗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:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:1903829ColorectumADpositive regulation of cellular protein localization110/3918276/187234.58e-138.44e-11110
GO:1905475ColorectumADregulation of protein localization to membrane73/3918175/187233.37e-102.93e-0873
GO:1903076ColorectumADregulation of protein localization to plasma membrane48/3918104/187237.17e-094.36e-0748
GO:1904375ColorectumADregulation of protein localization to cell periphery54/3918125/187231.52e-089.00e-0754
GO:1905477ColorectumADpositive regulation of protein localization to membrane46/3918106/187231.47e-076.64e-0646
GO:1903078ColorectumADpositive regulation of protein localization to plasma membrane28/391862/187231.57e-053.34e-0428
GO:1904377ColorectumADpositive regulation of protein localization to cell periphery30/391869/187231.98e-054.05e-0430
GO:00726591ColorectumSERprotein localization to plasma membrane92/2897284/187236.36e-131.86e-1092
GO:19038291ColorectumSERpositive regulation of cellular protein localization86/2897276/187233.61e-116.11e-0986
GO:19907781ColorectumSERprotein localization to cell periphery98/2897333/187236.09e-119.57e-0998
GO:19030761ColorectumSERregulation of protein localization to plasma membrane36/2897104/187231.12e-065.18e-0536
GO:19054751ColorectumSERregulation of protein localization to membrane52/2897175/187231.31e-066.04e-0552
GO:19043751ColorectumSERregulation of protein localization to cell periphery40/2897125/187232.85e-061.16e-0440
GO:19054771ColorectumSERpositive regulation of protein localization to membrane33/2897106/187233.83e-059.82e-0433
GO:19030781ColorectumSERpositive regulation of protein localization to plasma membrane22/289762/187238.58e-051.88e-0322
GO:19043771ColorectumSERpositive regulation of protein localization to cell periphery23/289769/187231.78e-043.30e-0323
GO:00726592ColorectumMSSprotein localization to plasma membrane113/3467284/187233.23e-171.55e-14113
GO:19907782ColorectumMSSprotein localization to cell periphery120/3467333/187232.02e-145.47e-12120
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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
DPP10SNVMissense_Mutationnovelc.1239N>Cp.Lys413Asnp.K413NQ8N608protein_codingtolerated(1)benign(0.012)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DPP10SNVMissense_Mutationc.2374N>Gp.Leu792Valp.L792VQ8N608protein_codingtolerated(0.66)benign(0.007)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DPP10SNVMissense_Mutationc.1859N>Tp.His620Leup.H620LQ8N608protein_codingtolerated(0.38)possibly_damaging(0.835)TCGA-BH-A0BC-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
DPP10SNVMissense_Mutationc.1120C>Gp.Gln374Glup.Q374EQ8N608protein_codingdeleterious(0.02)benign(0.13)TCGA-E9-A1R4-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
DPP10SNVMissense_Mutationc.182N>Gp.Thr61Serp.T61SQ8N608protein_codingtolerated(0.34)benign(0.076)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
DPP10SNVMissense_Mutationnovelc.1814G>Ap.Gly605Aspp.G605DQ8N608protein_codingdeleterious(0)probably_damaging(0.999)TCGA-LL-A6FP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DPP10SNVMissense_Mutationnovelc.1345N>Ap.Ser449Thrp.S449TQ8N608protein_codingtolerated(0.06)benign(0)TCGA-OL-A5D6-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DPP10SNVMissense_Mutationrs368074668c.1848G>Tp.Leu616Phep.L616FQ8N608protein_codingdeleterious(0.01)possibly_damaging(0.758)TCGA-WT-AB41-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
DPP10deletionFrame_Shift_Delnovelc.1743delNp.Asp582IlefsTer19p.D582Ifs*19Q8N608protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
DPP10SNVMissense_Mutationc.2011N>Tp.Leu671Phep.L671FQ8N608protein_codingtolerated(0.11)benign(0.026)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=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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