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: PPHLN1

Gene summary for PPHLN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPHLN1

Gene ID

51535

Gene nameperiphilin 1
Gene AliasCR
Cytomap12q12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8NEY8


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
51535PPHLN1CCI_2HumanCervixCC1.32e-066.88e-010.5249
51535PPHLN1CCI_3HumanCervixCC1.05e-045.55e-010.516
51535PPHLN1HTA11_3410_2000001011HumanColorectumAD2.93e-12-5.04e-010.0155
51535PPHLN1HTA11_696_2000001011HumanColorectumAD3.31e-02-2.28e-01-0.1464
51535PPHLN1HTA11_5216_2000001011HumanColorectumSER4.82e-02-6.15e-01-0.1462
51535PPHLN1HTA11_7696_3000711011HumanColorectumAD1.58e-02-2.56e-010.0674
51535PPHLN1HTA11_99999974143_84620HumanColorectumMSS3.85e-06-3.42e-010.3005
51535PPHLN1F007HumanColorectumFAP2.55e-02-2.33e-010.1176
51535PPHLN1A001-C-207HumanColorectumFAP2.04e-04-3.31e-010.1278
51535PPHLN1A015-C-203HumanColorectumFAP1.14e-29-4.20e-01-0.1294
51535PPHLN1A015-C-204HumanColorectumFAP8.21e-06-3.55e-01-0.0228
51535PPHLN1A014-C-040HumanColorectumFAP1.25e-05-5.37e-01-0.1184
51535PPHLN1A002-C-201HumanColorectumFAP1.08e-14-3.78e-010.0324
51535PPHLN1A002-C-203HumanColorectumFAP3.85e-06-1.32e-010.2786
51535PPHLN1A001-C-119HumanColorectumFAP1.59e-09-4.59e-01-0.1557
51535PPHLN1A001-C-108HumanColorectumFAP1.27e-19-3.30e-01-0.0272
51535PPHLN1A002-C-205HumanColorectumFAP3.78e-21-4.81e-01-0.1236
51535PPHLN1A001-C-104HumanColorectumFAP1.50e-04-2.22e-010.0184
51535PPHLN1A015-C-005HumanColorectumFAP3.76e-04-2.42e-01-0.0336
51535PPHLN1A015-C-006HumanColorectumFAP6.37e-12-2.91e-01-0.0994
Page: 1 2 3 4 5 6 7 8 

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
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
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
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:00085441ColorectumFAPepidermis development66/2622324/187239.63e-049.51e-0366
GO:00099132ColorectumFAPepidermal cell differentiation42/2622202/187235.08e-033.37e-0242
GO:0060968ColorectumFAPregulation of gene silencing20/262281/187237.14e-034.36e-0220
GO:00063254ColorectumCRCchromatin organization74/2078409/187231.48e-054.61e-0474
GO:20012525ColorectumCRCpositive regulation of chromosome organization21/207882/187231.82e-043.20e-0321
GO:00085442ColorectumCRCepidermis development57/2078324/187232.88e-044.59e-0357
GO:00330443ColorectumCRCregulation of chromosome organization37/2078187/187233.34e-045.10e-0337
GO:00435881ColorectumCRCskin development47/2078263/187236.63e-048.74e-0347
GO:00099133ColorectumCRCepidermal cell differentiation37/2078202/187231.50e-031.59e-0237
GO:200125218EsophagusHGINpositive regulation of chromosome organization30/258782/187232.00e-079.68e-0630
GO:00330449EsophagusHGINregulation of chromosome organization51/2587187/187238.91e-073.61e-0551
GO:000632516EsophagusHGINchromatin organization92/2587409/187231.05e-064.16e-0592
GO:00345024EsophagusHGINprotein localization to chromosome24/258792/187231.29e-031.54e-0224
GO:00314533EsophagusHGINpositive regulation of heterochromatin assembly6/258712/187233.03e-032.88e-026
GO:01202633EsophagusHGINpositive regulation of heterochromatin organization6/258712/187233.03e-032.88e-026
GO:19052691EsophagusHGINpositive regulation of chromatin organization6/258713/187234.97e-034.18e-026
GO:003304416EsophagusESCCregulation of chromosome organization145/8552187/187233.80e-194.31e-17145
GO:200125219EsophagusESCCpositive regulation of chromosome organization64/855282/187231.98e-094.52e-0864
GO:003450211EsophagusESCCprotein localization to chromosome70/855292/187232.54e-095.64e-0870
GO:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
Page: 1 2 3 4 5 6 7 

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
PPHLN1SNVMissense_Mutationc.638N>Ap.Ser213Tyrp.S213YQ8NEY8protein_codingtolerated(0.62)benign(0.154)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PPHLN1SNVMissense_Mutationc.1021N>Cp.Ile341Leup.I341LQ8NEY8protein_codingtolerated(0.09)possibly_damaging(0.705)TCGA-BH-A0BV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
PPHLN1SNVMissense_Mutationc.784C>Ap.Pro262Thrp.P262TQ8NEY8protein_codingdeleterious(0)possibly_damaging(0.577)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PPHLN1SNVMissense_Mutationnovelc.191G>Tp.Gly64Valp.G64VQ8NEY8protein_codingdeleterious(0)probably_damaging(0.973)TCGA-C5-A2LT-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
PPHLN1SNVMissense_Mutationrs144485658c.520N>Tp.Arg174Cysp.R174CQ8NEY8protein_codingtolerated(0.06)possibly_damaging(0.759)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PPHLN1SNVMissense_Mutationnovelc.807N>Tp.Glu269Aspp.E269DQ8NEY8protein_codingdeleterious(0.04)benign(0.401)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PPHLN1SNVMissense_Mutationc.1003A>Gp.Arg335Glyp.R335GQ8NEY8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PPHLN1SNVMissense_Mutationc.602C>Tp.Ser201Leup.S201LQ8NEY8protein_codingdeleterious(0.01)possibly_damaging(0.724)TCGA-NH-A50U-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinPD
PPHLN1SNVMissense_Mutationrs553311483c.1139C>Tp.Pro380Leup.P380LQ8NEY8protein_codingtolerated_low_confidence(0.1)benign(0.001)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PPHLN1SNVMissense_Mutationc.19N>Cp.Tyr7Hisp.Y7HQ8NEY8protein_codingtolerated(0.16)probably_damaging(0.996)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

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