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: PINX1

Gene summary for PINX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PINX1

Gene ID

54984

Gene namePIN2 (TERF1) interacting telomerase inhibitor 1
Gene AliasGno1
Cytomap8p23.1
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q96BK5


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
54984PINX1LZE4THumanEsophagusESCC5.64e-037.86e-020.0811
54984PINX1LZE24THumanEsophagusESCC7.17e-095.97e-020.0596
54984PINX1P2T-EHumanEsophagusESCC3.59e-184.14e-010.1177
54984PINX1P4T-EHumanEsophagusESCC8.22e-061.84e-020.1323
54984PINX1P5T-EHumanEsophagusESCC6.43e-135.83e-020.1327
54984PINX1P8T-EHumanEsophagusESCC1.60e-02-1.63e-020.0889
54984PINX1P9T-EHumanEsophagusESCC8.31e-053.14e-020.1131
54984PINX1P10T-EHumanEsophagusESCC1.08e-171.71e-010.116
54984PINX1P12T-EHumanEsophagusESCC8.03e-131.09e-010.1122
54984PINX1P15T-EHumanEsophagusESCC1.08e-05-2.30e-020.1149
54984PINX1P16T-EHumanEsophagusESCC5.72e-171.52e-010.1153
54984PINX1P20T-EHumanEsophagusESCC2.11e-082.59e-010.1124
54984PINX1P21T-EHumanEsophagusESCC4.04e-171.77e-010.1617
54984PINX1P22T-EHumanEsophagusESCC9.09e-101.14e-010.1236
54984PINX1P23T-EHumanEsophagusESCC8.81e-142.00e-010.108
54984PINX1P24T-EHumanEsophagusESCC2.81e-062.31e-010.1287
54984PINX1P26T-EHumanEsophagusESCC1.17e-125.69e-020.1276
54984PINX1P27T-EHumanEsophagusESCC2.15e-129.82e-020.1055
54984PINX1P28T-EHumanEsophagusESCC2.49e-182.70e-010.1149
54984PINX1P30T-EHumanEsophagusESCC7.90e-082.27e-010.137
Page: 1 2 3 

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
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
∗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:190382927SkinAKpositive regulation of cellular protein localization64/1910276/187232.23e-103.00e-0864
GO:003139728SkinAKnegative regulation of protein ubiquitination30/191083/187232.29e-103.01e-0830
GO:190332128SkinAKnegative regulation of protein modification by small protein conjugation or removal32/191095/187234.71e-105.26e-0832
GO:004477210SkinAKmitotic cell cycle phase transition83/1910424/187233.81e-093.05e-0783
GO:005109826SkinAKregulation of binding74/1910363/187234.40e-093.30e-0774
GO:003164728SkinAKregulation of protein stability64/1910298/187235.93e-094.14e-0764
GO:000734616SkinAKregulation of mitotic cell cycle87/1910457/187236.50e-094.47e-0787
GO:005109926SkinAKpositive regulation of binding42/1910173/187236.92e-083.38e-0642
GO:003450419SkinAKprotein localization to nucleus60/1910290/187237.27e-083.53e-0660
GO:001063924SkinAKnegative regulation of organelle organization64/1910348/187232.19e-066.25e-0564
GO:19019907SkinAKregulation of mitotic cell cycle phase transition57/1910299/187232.47e-066.76e-0557
GO:005165618SkinAKestablishment of organelle localization69/1910390/187233.69e-069.11e-0569
GO:19019877SkinAKregulation of cell cycle phase transition69/1910390/187233.69e-069.11e-0569
GO:003304410SkinAKregulation of chromosome organization40/1910187/187234.47e-061.07e-0440
GO:000072320SkinAKtelomere maintenance31/1910131/187236.10e-061.39e-0431
GO:003220418SkinAKregulation of telomere maintenance22/191080/187231.08e-052.28e-0422
GO:190018019SkinAKregulation of protein localization to nucleus31/1910136/187231.37e-052.70e-0431
GO:005110126SkinAKregulation of DNA binding28/1910118/187231.60e-053.09e-0428
GO:00070594SkinAKchromosome segregation60/1910346/187232.88e-054.98e-0460
GO:190018218SkinAKpositive regulation of protein localization to nucleus22/191087/187234.49e-057.06e-0422
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

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
PINX1SNVMissense_Mutationnovelc.581N>Gp.Gln194Argp.Q194RQ96BK5protein_codingtolerated(0.06)benign(0.092)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PINX1SNVMissense_Mutationc.857N>Ap.Gly286Aspp.G286DQ96BK5protein_codingtolerated(1)benign(0)TCGA-BH-A1EY-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PINX1insertionNonsense_Mutationnovelc.561_562insTCACCTAATACTGATTTATCTGTCACATGGCTGTAAATAGTGACp.Ala188SerfsTer12p.A188Sfs*12Q96BK5protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PINX1insertionNonsense_Mutationnovelc.737_738insATCATTACAAATACATGCATTCATGTAAGTGTGCACACp.Glu247SerfsTer9p.E247Sfs*9Q96BK5protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PINX1insertionFrame_Shift_Insnovelc.441dupTp.Gly148TrpfsTer6p.G148Wfs*6Q96BK5protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PINX1insertionFrame_Shift_Insnovelc.541_542insGTGCGCATCTGTGTGTGTGTGTGTGTGTCACTATCTCCp.Tyr181CysfsTer22p.Y181Cfs*22Q96BK5protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PINX1SNVMissense_Mutationc.538G>Ap.Glu180Lysp.E180KQ96BK5protein_codingdeleterious(0)possibly_damaging(0.898)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PINX1SNVMissense_Mutationc.853N>Ap.Glu285Lysp.E285KQ96BK5protein_codingdeleterious(0.05)benign(0.006)TCGA-FU-A2QG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PINX1SNVMissense_Mutationc.324G>Tp.Lys108Asnp.K108NQ96BK5protein_codingdeleterious(0.03)possibly_damaging(0.635)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
PINX1SNVMissense_Mutationc.551N>Cp.Lys184Thrp.K184TQ96BK5protein_codingdeleterious(0.03)benign(0.426)TCGA-AA-3851-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 

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