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: PKP1

Gene summary for PKP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PKP1

Gene ID

5317

Gene nameplakophilin 1
Gene AliasB6P
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q13835


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
5317PKP1CA_HPV_1HumanCervixCC3.82e-10-3.23e-010.0264
5317PKP1CA_HPV_3HumanCervixCC4.59e-114.19e-010.0414
5317PKP1HSIL_HPV_1HumanCervixHSIL_HPV7.11e-04-3.17e-010.0116
5317PKP1HSIL_HPV_2HumanCervixHSIL_HPV2.44e-03-2.77e-010.0208
5317PKP1N_HPV_2HumanCervixN_HPV5.12e-063.95e-01-0.0131
5317PKP1CCI_1HumanCervixCC1.36e-111.08e+000.528
5317PKP1CCI_3HumanCervixCC2.38e-101.05e+000.516
5317PKP1TumorHumanCervixCC4.39e-327.30e-010.1241
5317PKP1sample3HumanCervixCC4.47e-386.63e-010.1387
5317PKP1T3HumanCervixCC2.01e-376.86e-010.1389
5317PKP1LZE2THumanEsophagusESCC9.78e-071.68e+000.082
5317PKP1LZE4THumanEsophagusESCC3.00e-229.42e-010.0811
5317PKP1LZE5THumanEsophagusESCC2.34e-02-1.12e-010.0514
5317PKP1LZE7THumanEsophagusESCC1.55e-131.38e+000.0667
5317PKP1LZE8THumanEsophagusESCC1.75e-084.25e-010.067
5317PKP1LZE20THumanEsophagusESCC1.10e-062.21e-010.0662
5317PKP1LZE21D1HumanEsophagusHGIN5.70e-038.88e-010.0632
5317PKP1LZE22D1HumanEsophagusHGIN7.87e-052.17e-020.0595
5317PKP1LZE22THumanEsophagusESCC7.16e-037.79e-010.068
5317PKP1LZE24THumanEsophagusESCC2.48e-087.42e-010.0596
Page: 1 2 3 4 5 6 7 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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.

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:00452169CervixCCcell-cell junction organization53/2311200/187233.83e-082.53e-0653
GO:003133010CervixCCnegative regulation of cellular catabolic process63/2311262/187231.10e-075.68e-0663
GO:00343298CervixCCcell junction assembly88/2311420/187233.42e-071.38e-0588
GO:00064029CervixCCmRNA catabolic process56/2311232/187234.81e-071.83e-0556
GO:19033119CervixCCregulation of mRNA metabolic process64/2311288/187231.71e-065.64e-0564
GO:00070439CervixCCcell-cell junction assembly39/2311146/187231.86e-065.94e-0539
GO:000989510CervixCCnegative regulation of catabolic process69/2311320/187232.15e-066.55e-0569
GO:00064019CervixCCRNA catabolic process62/2311278/187232.18e-066.56e-0562
GO:00610139CervixCCregulation of mRNA catabolic process38/2311166/187231.07e-041.36e-0338
GO:190331210CervixCCnegative regulation of mRNA metabolic process24/231192/187232.49e-042.77e-0324
GO:00467008CervixCCheterocycle catabolic process80/2311445/187233.23e-043.42e-0380
GO:00346559CervixCCnucleobase-containing compound catabolic process74/2311407/187233.77e-043.88e-0374
GO:00442709CervixCCcellular nitrogen compound catabolic process79/2311451/187237.80e-046.91e-0379
GO:00451043CervixCCintermediate filament cytoskeleton organization15/231151/187239.25e-047.84e-0315
GO:00451033CervixCCintermediate filament-based process15/231152/187231.15e-039.39e-0315
GO:19023698CervixCCnegative regulation of RNA catabolic process19/231175/187231.54e-031.19e-0219
GO:00194398CervixCCaromatic compound catabolic process79/2311467/187232.14e-031.54e-0279
GO:19013618CervixCCorganic cyclic compound catabolic process80/2311495/187236.77e-033.72e-0280
GO:19023738CervixCCnegative regulation of mRNA catabolic process15/231163/187238.52e-034.40e-0215
GO:004521614CervixHSIL_HPVcell-cell junction organization23/737200/187234.21e-061.69e-0423
Page: 1 2 3 4 5 6 7 8 9 10 11 

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
PKP1SNVMissense_Mutationc.1309N>Ap.Ala437Thrp.A437TQ13835protein_codingdeleterious(0.01)possibly_damaging(0.505)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PKP1SNVMissense_Mutationc.1600N>Cp.Glu534Glnp.E534QQ13835protein_codingtolerated(0.18)benign(0.424)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
PKP1SNVMissense_Mutationc.1738N>Tp.Gly580Trpp.G580WQ13835protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0E9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
PKP1SNVMissense_Mutationc.547N>Tp.Arg183Cysp.R183CQ13835protein_codingdeleterious(0)benign(0.306)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PKP1SNVMissense_Mutationrs781340038c.548N>Ap.Arg183Hisp.R183HQ13835protein_codingdeleterious(0.03)benign(0)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PKP1SNVMissense_Mutationrs751817941c.1454G>Ap.Arg485Hisp.R485HQ13835protein_codingtolerated(0.06)benign(0.067)TCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
PKP1insertionIn_Frame_Insnovelc.1880_1881insAGGGGAAATGAGACTTCCCTCTCTCCACCCATCTGGp.Leu627_Leu628insGlyGluMetArgLeuProSerLeuHisProSerGlyp.L627_L628insGEMRLPSLHPSGQ13835protein_codingTCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PKP1deletionFrame_Shift_Delnovelc.1740delGp.Leu581Terp.L581*Q13835protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PKP1deletionFrame_Shift_Delnovelc.2172delAp.Gly725ValfsTer10p.G725Vfs*10Q13835protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PKP1SNVMissense_Mutationnovelc.97A>Gp.Thr33Alap.T33AQ13835protein_codingtolerated(0.12)benign(0.437)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 

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