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: DPT

Gene summary for DPT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DPT

Gene ID

1805

Gene namedermatopontin
Gene AliasTRAMP
Cytomap1q24.2
Gene Typeprotein-coding
GO ID

GO:0007155

UniProtAcc

Q07507


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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
1805DPTP1_S1_AKHumanSkinAK2.83e-26-6.96e-01-0.3399
1805DPTP2_S3_AKHumanSkinAK1.64e-25-6.99e-01-0.3287
1805DPTP2_S4_SCCISHumanSkinSCCIS9.14e-22-6.92e-01-0.3043
1805DPTP3_S6_AKHumanSkinAK1.97e-27-7.01e-01-0.3256
1805DPTP4_S8_cSCCHumanSkincSCC1.60e-17-7.01e-01-0.3095
1805DPTP5_S10_cSCCHumanSkincSCC4.80e-27-7.01e-01-0.299
1805DPTP1_cSCCHumanSkincSCC3.84e-15-6.92e-010.0292
1805DPTP2_cSCCHumanSkincSCC1.01e-30-7.01e-01-0.024
1805DPTP4_cSCCHumanSkincSCC1.28e-23-7.01e-01-0.00290000000000005
1805DPTP10_cSCCHumanSkincSCC5.71e-23-6.95e-010.1017
1805DPTcSCC_p1HumanSkincSCC1.64e-25-7.01e-01-0.1916
1805DPTcSCC_p10HumanSkincSCC4.80e-27-7.01e-01-0.2095
1805DPTcSCC_p11HumanSkincSCC1.17e-26-7.01e-01-0.2102
1805DPTcSCC_p3HumanSkincSCC1.93e-21-6.68e-01-0.2085
1805DPTcSCC_p4HumanSkincSCC1.97e-27-6.99e-01-0.2022
1805DPTcSCC_p6HumanSkincSCC1.17e-26-7.01e-01-0.1989
1805DPTcSCC_p7HumanSkincSCC1.97e-27-7.01e-01-0.2332
1805DPTcSCC_p8HumanSkincSCC3.93e-24-6.99e-01-0.1971
1805DPTcSCC_p9HumanSkincSCC4.80e-27-7.01e-01-0.1991
1805DPTATC12HumanThyroidATC2.74e-246.19e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00301985SkinSCCISextracellular matrix organization32/919301/187233.46e-059.17e-0432
GO:00430625SkinSCCISextracellular structure organization32/919302/187233.69e-059.65e-0432
GO:00452295SkinSCCISexternal encapsulating structure organization32/919304/187234.20e-051.06e-0332
GO:00301994SkinSCCIScollagen fibril organization11/91961/187231.65e-043.30e-0311
GO:003019812ThyroidATCextracellular matrix organization152/6293301/187238.63e-102.24e-08152
GO:004306212ThyroidATCextracellular structure organization152/6293302/187231.17e-092.94e-08152
GO:004522912ThyroidATCexternal encapsulating structure organization152/6293304/187232.11e-095.08e-08152
GO:003019911ThyroidATCcollagen fibril organization43/629361/187234.24e-099.57e-0843
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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
DPTSNVMissense_Mutationrs753775270c.388T>Gp.Phe130Valp.F130VQ07507protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DPTSNVMissense_Mutationnovelc.594T>Gp.Phe198Leup.F198LQ07507protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.953)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DPTSNVMissense_Mutationc.368N>Ap.Val123Glup.V123EQ07507protein_codingtolerated(0.78)probably_damaging(0.994)TCGA-EW-A1J1-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
DPTSNVMissense_Mutationrs199993492c.382T>Cp.Trp128Argp.W128RQ07507protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DPTSNVMissense_Mutationc.157G>Tp.Gly53Trpp.G53WQ07507protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DPTSNVMissense_Mutationnovelc.593N>Cp.Phe198Serp.F198SQ07507protein_codingdeleterious_low_confidence(0)probably_damaging(0.986)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DPTSNVMissense_Mutationnovelc.201N>Cp.Glu67Aspp.E67DQ07507protein_codingtolerated(0.25)benign(0.086)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DPTSNVMissense_Mutationnovelc.302A>Gp.Glu101Glyp.E101GQ07507protein_codingdeleterious(0.04)possibly_damaging(0.726)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DPTSNVMissense_Mutationnovelc.26N>Gp.Leu9Argp.L9RQ07507protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.7)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DPTSNVMissense_Mutationnovelc.88N>Cp.Tyr30Hisp.Y30HQ07507protein_codingtolerated(0.1)benign(0.001)TCGA-D1-A103-01Endometriumuterine corpus endometrioid 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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