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: DCD

Gene summary for DCD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DCD

Gene ID

117159

Gene namedermcidin
Gene AliasAIDD
Cytomap12q13.2
Gene Typeprotein-coding
GO ID

GO:0001906

UniProtAcc

P81605


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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
117159DCDGSM4909289HumanBreastIDC1.61e-138.75e-010.1064
117159DCDGSM4909292HumanBreastIDC2.82e-282.04e+000.1236
117159DCDGSM4909294HumanBreastIDC3.32e-032.96e-010.2022
117159DCDNCCBC11HumanBreastDCIS1.80e-081.08e+000.1232
117159DCDP2HumanBreastIDC1.29e-1072.38e+000.21
117159DCDGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.51e-217.45e-01-0.1869
117159DCDGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.13e-104.65e-01-0.1875
117159DCDGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.49e-226.80e-01-0.1934
117159DCDGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC3.99e-063.01e-01-0.1917
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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
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:00525479BreastPrecancerregulation of peptidase activity71/1080461/187232.72e-146.94e-1271
GO:00525489BreastPrecancerregulation of endopeptidase activity67/1080432/187231.06e-132.36e-1167
GO:20001169BreastPrecancerregulation of cysteine-type endopeptidase activity43/1080235/187231.30e-111.83e-0943
GO:00432819BreastPrecancerregulation of cysteine-type endopeptidase activity involved in apoptotic process40/1080209/187231.59e-112.07e-0940
GO:00458629BreastPrecancerpositive regulation of proteolysis51/1080372/187237.77e-095.70e-0751
GO:19033209BreastPrecancerregulation of protein modification by small protein conjugation or removal38/1080242/187231.71e-081.17e-0638
GO:00109529BreastPrecancerpositive regulation of peptidase activity33/1080197/187233.01e-081.89e-0633
GO:00313969BreastPrecancerregulation of protein ubiquitination33/1080210/187231.45e-077.82e-0633
GO:00432808BreastPrecancerpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process24/1080129/187233.13e-071.50e-0524
GO:00100389BreastPrecancerresponse to metal ion47/1080373/187233.88e-071.79e-0547
GO:00109509BreastPrecancerpositive regulation of endopeptidase activity29/1080179/187234.23e-071.90e-0529
GO:20010568BreastPrecancerpositive regulation of cysteine-type endopeptidase activity25/1080148/187231.19e-064.60e-0525
GO:00092667BreastPrecancerresponse to temperature stimulus27/1080178/187233.85e-061.21e-0427
GO:00075688BreastPrecanceraging41/1080339/187235.95e-061.71e-0441
GO:00022378BreastPrecancerresponse to molecule of bacterial origin43/1080363/187236.05e-061.72e-0443
GO:00507293BreastPrecancerpositive regulation of inflammatory response23/1080142/187236.51e-061.81e-0423
GO:00346059BreastPrecancercellular response to heat15/108069/187237.08e-061.95e-0415
GO:00324968BreastPrecancerresponse to lipopolysaccharide41/1080343/187237.94e-062.17e-0441
GO:0050727BreastPrecancerregulation of inflammatory response44/1080386/187231.26e-053.22e-0444
GO:00106348BreastPrecancerpositive regulation of epithelial cell migration25/1080176/187232.75e-056.21e-0425
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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
CD274PDCD1CD274_PDCD1PD-L1CervixCC
CD274PDCD1CD274_PDCD1PD-L1GCADJ
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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
DCDSNVMissense_Mutationc.151N>Ap.Leu51Ilep.L51IP81605protein_codingtolerated_low_confidence(0.18)possibly_damaging(0.87)TCGA-D8-A1XM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DCDSNVMissense_Mutationnovelc.298N>Cp.Glu100Glnp.E100QP81605protein_codingdeleterious_low_confidence(0)benign(0.322)TCGA-4J-AA1J-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DCDSNVMissense_Mutationc.10A>Gp.Met4Valp.M4VP81605protein_codingdeleterious_low_confidence(0)benign(0.075)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DCDSNVMissense_Mutationnovelc.125A>Cp.Lys42Thrp.K42TP81605protein_codingtolerated_low_confidence(0.1)benign(0.017)TCGA-AX-A3FT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DCDSNVMissense_Mutationc.71N>Tp.Ala24Valp.A24VP81605protein_codingtolerated_low_confidence(0.47)possibly_damaging(0.905)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DCDSNVMissense_Mutationrs190416576c.265N>Ap.Glu89Lysp.E89KP81605protein_codingdeleterious_low_confidence(0.05)benign(0.006)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DCDSNVMissense_Mutationc.73N>Tp.Ala25Serp.A25SP81605protein_codingtolerated_low_confidence(0.17)probably_damaging(0.998)TCGA-FV-A2QQ-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
DCDSNVMissense_Mutationc.97C>Ap.Pro33Thrp.P33TP81605protein_codingtolerated_low_confidence(0.52)benign(0.231)TCGA-MI-A75G-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
DCDSNVMissense_Mutationc.149G>Ap.Gly50Glup.G50EP81605protein_codingtolerated_low_confidence(0.49)benign(0.367)TCGA-55-1595-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DCDSNVMissense_Mutationc.230N>Cp.Val77Alap.V77AP81605protein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-55-A4DF-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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