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: DSP

Gene summary for DSP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DSP

Gene ID

1832

Gene namedesmoplakin
Gene AliasDCWHKTA
Cytomap6p24.3
Gene Typeprotein-coding
GO ID

GO:0001508

UniProtAcc

B4DKX6


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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
1832DSPGSM4909282HumanBreastIDC8.91e-043.32e-01-0.0288
1832DSPGSM4909285HumanBreastIDC4.85e-236.21e-010.21
1832DSPGSM4909286HumanBreastIDC1.56e-114.37e-010.1081
1832DSPGSM4909293HumanBreastIDC3.85e-478.59e-010.1581
1832DSPGSM4909296HumanBreastIDC2.09e-10-5.99e-020.1524
1832DSPGSM4909297HumanBreastIDC4.09e-145.84e-020.1517
1832DSPGSM4909298HumanBreastIDC2.03e-287.22e-010.1551
1832DSPGSM4909303HumanBreastIDC4.14e-023.78e-010.0438
1832DSPGSM4909304HumanBreastIDC5.66e-063.83e-010.1636
1832DSPGSM4909306HumanBreastIDC2.62e-054.26e-010.1564
1832DSPGSM4909307HumanBreastIDC1.00e-115.19e-010.1569
1832DSPGSM4909308HumanBreastIDC1.03e-417.82e-010.158
1832DSPGSM4909309HumanBreastIDC2.35e-021.91e-010.0483
1832DSPGSM4909311HumanBreastIDC7.71e-30-6.88e-020.1534
1832DSPGSM4909312HumanBreastIDC1.71e-04-5.47e-020.1552
1832DSPGSM4909313HumanBreastIDC4.61e-041.27e-010.0391
1832DSPGSM4909315HumanBreastIDC5.37e-103.70e-010.21
1832DSPGSM4909317HumanBreastIDC9.31e-094.40e-010.1355
1832DSPGSM4909319HumanBreastIDC1.84e-33-5.20e-010.1563
1832DSPGSM4909320HumanBreastIDC1.75e-04-3.53e-010.1575
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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
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:00341099BreastPrecancerhomotypic cell-cell adhesion18/108090/187233.15e-061.03e-0418
GO:00420609BreastPrecancerwound healing48/1080422/187235.48e-061.63e-0448
GO:00329709BreastPrecancerregulation of actin filament-based process42/1080397/187231.11e-042.01e-0342
GO:0045104BreastPrecancerintermediate filament cytoskeleton organization11/108051/187231.26e-042.22e-0311
GO:0045103BreastPrecancerintermediate filament-based process11/108052/187231.52e-042.60e-0311
GO:00085445BreastPrecancerepidermis development35/1080324/187232.71e-043.96e-0335
GO:00099136BreastPrecancerepidermal cell differentiation23/1080202/187231.43e-031.50e-0223
GO:00302163BreastPrecancerkeratinocyte differentiation17/1080139/187232.71e-032.39e-0217
GO:00605374BreastPrecancermuscle tissue development37/1080403/187233.60e-032.98e-0237
GO:00147063BreastPrecancerstriated muscle tissue development35/1080384/187235.10e-033.83e-0235
GO:00860654BreastPrecancercell communication involved in cardiac conduction9/108058/187235.67e-034.08e-029
GO:003297014BreastIDCregulation of actin filament-based process56/1434397/187236.37e-061.99e-0456
GO:003410913BreastIDChomotypic cell-cell adhesion20/143490/187231.20e-053.17e-0420
GO:004206014BreastIDCwound healing55/1434422/187237.27e-051.45e-0355
GO:008606511BreastIDCcell communication involved in cardiac conduction13/143458/187233.59e-045.18e-0313
GO:006053711BreastIDCmuscle tissue development50/1434403/187234.91e-046.45e-0350
GO:000854412BreastIDCepidermis development41/1434324/187231.03e-031.14e-0241
GO:00451041BreastIDCintermediate filament cytoskeleton organization11/143451/187231.40e-031.44e-0211
GO:000991312BreastIDCepidermal cell differentiation28/1434202/187231.62e-031.60e-0228
GO:00451031BreastIDCintermediate filament-based process11/143452/187231.66e-031.63e-0211
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa054127CervixHSIL_HPVArrhythmogenic right ventricular cardiomyopathy10/45977/84658.34e-034.70e-023.80e-0210
hsa0541212CervixHSIL_HPVArrhythmogenic right ventricular cardiomyopathy10/45977/84658.34e-034.70e-023.80e-0210
hsa05412ColorectumFAPArrhythmogenic right ventricular cardiomyopathy23/140477/84652.58e-031.19e-027.23e-0323
hsa054121ColorectumFAPArrhythmogenic right ventricular cardiomyopathy23/140477/84652.58e-031.19e-027.23e-0323
hsa054122ColorectumCRCArrhythmogenic right ventricular cardiomyopathy18/109177/84657.90e-033.77e-022.55e-0218
hsa054123ColorectumCRCArrhythmogenic right ventricular cardiomyopathy18/109177/84657.90e-033.77e-022.55e-0218
hsa054126LungIACArrhythmogenic right ventricular cardiomyopathy22/105377/84651.15e-041.49e-039.88e-0422
hsa0541211LungIACArrhythmogenic right ventricular cardiomyopathy22/105377/84651.15e-041.49e-039.88e-0422
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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
DSPSNVMissense_Mutationrs778068911c.7374G>Tp.Lys2458Asnp.K2458NP15924protein_codingdeleterious(0.01)possibly_damaging(0.903)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DSPSNVMissense_Mutationnovelc.7565G>Ap.Arg2522Lysp.R2522KP15924protein_codingtolerated(0.08)probably_damaging(0.978)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DSPSNVMissense_Mutationc.8242G>Ap.Glu2748Lysp.E2748KP15924protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DSPSNVMissense_Mutationc.2756A>Tp.Asp919Valp.D919VP15924protein_codingdeleterious(0)possibly_damaging(0.541)TCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
DSPSNVMissense_Mutationc.8198C>Ap.Thr2733Lysp.T2733KP15924protein_codingdeleterious(0)probably_damaging(1)TCGA-B6-A0RS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
DSPSNVMissense_Mutationc.4924N>Ap.Gly1642Serp.G1642SP15924protein_codingtolerated(0.53)benign(0.006)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DSPSNVMissense_Mutationnovelc.5191N>Cp.Tyr1731Hisp.Y1731HP15924protein_codingtolerated(0.49)benign(0.007)TCGA-BH-A18T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DSPSNVMissense_Mutationnovelc.3289N>Gp.Leu1097Valp.L1097VP15924protein_codingtolerated(0.17)probably_damaging(0.978)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
DSPSNVMissense_Mutationnovelc.2423N>Tp.Arg808Leup.R808LP15924protein_codingdeleterious(0.03)possibly_damaging(0.694)TCGA-C8-A134-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
DSPSNVMissense_Mutationc.3863N>Cp.Lys1288Thrp.K1288TP15924protein_codingtolerated(0.1)probably_damaging(0.987)TCGA-C8-A26Y-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
1832DSPNAENALAPRILENALAPRIL10839195
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