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: DPCD

Gene summary for DPCD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DPCD

Gene ID

25911

Gene namedeleted in primary ciliary dyskinesia homolog (mouse)
Gene AliasDPCD
Cytomap10q24.32
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q5JQQ4


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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
25911DPCDLZE4THumanEsophagusESCC4.88e-021.43e-010.0811
25911DPCDLZE24THumanEsophagusESCC2.43e-104.35e-010.0596
25911DPCDP1T-EHumanEsophagusESCC2.75e-042.81e-010.0875
25911DPCDP2T-EHumanEsophagusESCC1.41e-366.40e-010.1177
25911DPCDP4T-EHumanEsophagusESCC6.40e-296.74e-010.1323
25911DPCDP5T-EHumanEsophagusESCC2.41e-397.22e-010.1327
25911DPCDP8T-EHumanEsophagusESCC1.06e-162.56e-010.0889
25911DPCDP9T-EHumanEsophagusESCC6.45e-071.13e-010.1131
25911DPCDP10T-EHumanEsophagusESCC1.43e-091.70e-010.116
25911DPCDP11T-EHumanEsophagusESCC3.55e-103.40e-010.1426
25911DPCDP12T-EHumanEsophagusESCC3.92e-132.74e-010.1122
25911DPCDP15T-EHumanEsophagusESCC2.52e-133.02e-010.1149
25911DPCDP16T-EHumanEsophagusESCC7.24e-265.61e-010.1153
25911DPCDP17T-EHumanEsophagusESCC1.27e-093.66e-010.1278
25911DPCDP19T-EHumanEsophagusESCC4.00e-055.23e-010.1662
25911DPCDP20T-EHumanEsophagusESCC9.42e-112.70e-010.1124
25911DPCDP21T-EHumanEsophagusESCC3.08e-234.46e-010.1617
25911DPCDP22T-EHumanEsophagusESCC1.83e-192.86e-010.1236
25911DPCDP23T-EHumanEsophagusESCC1.25e-215.60e-010.108
25911DPCDP24T-EHumanEsophagusESCC1.62e-142.80e-010.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:00991113Oral cavityOSCCmicrotubule-based transport96/7305190/187237.92e-044.27e-0396
GO:0021591Oral cavityOSCCventricular system development18/730529/187231.00e-023.49e-0218
GO:00991112ProstateBPHmicrotubule-based transport49/3107190/187238.05e-045.27e-0349
GO:00309004ProstateBPHforebrain development80/3107379/187231.19e-024.82e-0280
GO:00991111ProstateTumormicrotubule-based transport51/3246190/187236.62e-044.68e-0351
GO:003090012ProstateTumorforebrain development86/3246379/187234.22e-032.11e-0286
GO:00991115ThyroidPTCmicrotubule-based transport88/5968190/187232.08e-052.08e-0488
GO:00215373ThyroidPTCtelencephalon development100/5968248/187232.90e-031.44e-02100
GO:00309007ThyroidPTCforebrain development143/5968379/187238.47e-033.56e-02143
GO:009911112ThyroidATCmicrotubule-based transport91/6293190/187232.97e-052.48e-0491
GO:003090015ThyroidATCforebrain development164/6293379/187234.85e-053.87e-04164
GO:002153712ThyroidATCtelencephalon development113/6293248/187235.61e-054.32e-04113
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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
DPCDSNVMissense_Mutationrs780393185c.283C>Tp.Arg95Cysp.R95CQ9BVM2protein_codingdeleterious(0)probably_damaging(0.966)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
DPCDinsertionIn_Frame_Insnovelc.262_263insCCCp.Asn88delinsThrHisp.N88delinsTHQ9BVM2protein_codingTCGA-AO-A0J7-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
DPCDinsertionNonsense_Mutationnovelc.263_264insCTTTCATCTTGTGCTAGTTACCTAGp.Ala89PhefsTer8p.A89Ffs*8Q9BVM2protein_codingTCGA-AO-A0J7-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
DPCDSNVMissense_Mutationrs757346528c.374G>Ap.Arg125Hisp.R125HQ9BVM2protein_codingdeleterious(0.02)possibly_damaging(0.59)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
DPCDSNVMissense_Mutationrs773833827c.484N>Ap.Ala162Thrp.A162TQ9BVM2protein_codingdeleterious(0.03)benign(0.291)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
DPCDSNVMissense_Mutationrs781093580c.97N>Ap.Gly33Serp.G33SQ9BVM2protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DPCDSNVMissense_Mutationrs780393185c.283C>Tp.Arg95Cysp.R95CQ9BVM2protein_codingdeleterious(0)probably_damaging(0.966)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DPCDSNVMissense_Mutationnovelc.75N>Tp.Lys25Asnp.K25NQ9BVM2protein_codingdeleterious(0)possibly_damaging(0.875)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DPCDSNVMissense_Mutationc.157N>Tp.Arg53Cysp.R53CQ9BVM2protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DPCDSNVMissense_Mutationrs375315178c.284G>Ap.Arg95Hisp.R95HQ9BVM2protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AP-A1DV-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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