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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: PDZD8

Gene summary for PDZD8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDZD8

Gene ID

118987

Gene namePDZ domain containing 8
Gene AliasPDZK8
Cytomap10q25.3-q26.11
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q8NEN9


Top

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
118987PDZD8HTA11_3410_2000001011HumanColorectumAD3.26e-07-5.02e-010.0155
118987PDZD8HTA11_2487_2000001011HumanColorectumSER4.56e-06-6.62e-01-0.1808
118987PDZD8HTA11_3361_2000001011HumanColorectumAD1.99e-03-5.89e-01-0.1207
118987PDZD8HTA11_83_2000001011HumanColorectumSER1.62e-03-5.48e-01-0.1526
118987PDZD8HTA11_696_2000001011HumanColorectumAD6.07e-08-4.55e-01-0.1464
118987PDZD8HTA11_5212_2000001011HumanColorectumAD1.65e-02-7.63e-01-0.2061
118987PDZD8HTA11_8622_2000001021HumanColorectumSER2.21e-04-6.51e-010.0528
118987PDZD8HTA11_99999970781_79442HumanColorectumMSS4.92e-24-6.51e-010.294
118987PDZD8HTA11_99999971662_82457HumanColorectumMSS2.52e-12-5.46e-010.3859
118987PDZD8HTA11_99999974143_84620HumanColorectumMSS1.80e-22-6.67e-010.3005
118987PDZD8A001-C-207HumanColorectumFAP3.76e-06-4.29e-010.1278
118987PDZD8A015-C-203HumanColorectumFAP1.69e-37-5.59e-01-0.1294
118987PDZD8A015-C-204HumanColorectumFAP6.42e-10-5.73e-01-0.0228
118987PDZD8A014-C-040HumanColorectumFAP4.49e-03-3.85e-01-0.1184
118987PDZD8A002-C-201HumanColorectumFAP6.93e-10-2.94e-010.0324
118987PDZD8A001-C-119HumanColorectumFAP3.11e-02-3.02e-01-0.1557
118987PDZD8A001-C-108HumanColorectumFAP5.85e-21-4.17e-01-0.0272
118987PDZD8A002-C-205HumanColorectumFAP4.10e-19-4.14e-01-0.1236
118987PDZD8A001-C-104HumanColorectumFAP2.89e-05-3.42e-010.0184
118987PDZD8A015-C-006HumanColorectumFAP4.60e-14-4.79e-01-0.0994
Page: 1 2 3 4 5 6 7 8 

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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0022604ColorectumADregulation of cell morphogenesis109/3918309/187233.08e-092.07e-07109
GO:0022406ColorectumADmembrane docking31/391886/187238.67e-048.45e-0331
GO:0051560ColorectumADmitochondrial calcium ion homeostasis13/391826/187239.41e-048.92e-0313
GO:0140056ColorectumADorganelle localization by membrane tethering28/391877/187231.29e-031.14e-0228
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:00226041ColorectumSERregulation of cell morphogenesis89/2897309/187231.51e-091.52e-0789
GO:00515601ColorectumSERmitochondrial calcium ion homeostasis11/289726/187239.60e-041.15e-0211
GO:00224061ColorectumSERmembrane docking25/289786/187239.88e-041.17e-0225
GO:01400561ColorectumSERorganelle localization by membrane tethering22/289777/187232.46e-032.32e-0222
GO:00226042ColorectumMSSregulation of cell morphogenesis103/3467309/187232.70e-102.56e-08103
GO:00515602ColorectumMSSmitochondrial calcium ion homeostasis12/346726/187231.16e-031.12e-0212
GO:00224062ColorectumMSSmembrane docking28/346786/187231.27e-031.21e-0228
GO:01400562ColorectumMSSorganelle localization by membrane tethering25/346777/187232.34e-031.91e-0225
GO:00108761ColorectumMSSlipid localization104/3467448/187236.76e-034.38e-02104
GO:00226044ColorectumFAPregulation of cell morphogenesis87/2622309/187234.89e-111.87e-0887
GO:00068691ColorectumFAPlipid transport81/2622398/187232.84e-043.76e-0381
GO:00108762ColorectumFAPlipid localization85/2622448/187231.92e-031.63e-0285
GO:00224063ColorectumFAPmembrane docking22/262286/187233.11e-032.33e-0222
GO:00515603ColorectumFAPmitochondrial calcium ion homeostasis9/262226/187236.73e-034.14e-029
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
PDZD8SNVMissense_Mutationc.3112N>Cp.Phe1038Leup.F1038LQ8NEN9protein_codingtolerated(0.67)benign(0.009)TCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
PDZD8SNVMissense_Mutationc.576C>Gp.Phe192Leup.F192LQ8NEN9protein_codingtolerated(0.38)probably_damaging(0.985)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PDZD8SNVMissense_Mutationnovelc.3163N>Cp.Asn1055Hisp.N1055HQ8NEN9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDZD8SNVMissense_Mutationc.1024N>Ap.Glu342Lysp.E342KQ8NEN9protein_codingdeleterious(0)probably_damaging(0.994)TCGA-E2-A14Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
PDZD8insertionFrame_Shift_Insnovelc.2977_2978insAAp.Arg993GlnfsTer8p.R993Qfs*8Q8NEN9protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDZD8insertionNonsense_Mutationnovelc.2976_2977insTAACAp.Arg993Terp.R993*Q8NEN9protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDZD8SNVMissense_Mutationc.2374N>Gp.His792Aspp.H792DQ8NEN9protein_codingtolerated(0.15)benign(0.024)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDZD8SNVMissense_Mutationnovelc.322G>Ap.Glu108Lysp.E108KQ8NEN9protein_codingdeleterious(0.01)benign(0.012)TCGA-VS-A9U7-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDZD8SNVMissense_Mutationnovelc.1040N>Ap.Cys347Tyrp.C347YQ8NEN9protein_codingdeleterious(0)probably_damaging(0.997)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
PDZD8SNVMissense_Mutationnovelc.2801N>Cp.Leu934Serp.L934SQ8NEN9protein_codingdeleterious(0)probably_damaging(0.963)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 

Top

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
Page: 1