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: PTBP2

Gene summary for PTBP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTBP2

Gene ID

58155

Gene namepolypyrimidine tract binding protein 2
Gene AliasPTBLP
Cytomap1p21.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9UKA9


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
58155PTBP2CCI_1HumanCervixCC1.27e-141.15e+000.528
58155PTBP2CCI_2HumanCervixCC4.08e-058.04e-010.5249
58155PTBP2CCI_3HumanCervixCC8.39e-179.96e-010.516
58155PTBP2HTA11_3410_2000001011HumanColorectumAD2.08e-15-5.42e-010.0155
58155PTBP2HTA11_2487_2000001011HumanColorectumSER3.66e-12-6.41e-01-0.1808
58155PTBP2HTA11_78_2000001011HumanColorectumAD1.70e-02-3.87e-01-0.1088
58155PTBP2HTA11_3361_2000001011HumanColorectumAD8.66e-09-5.63e-01-0.1207
58155PTBP2HTA11_696_2000001011HumanColorectumAD9.72e-08-4.55e-01-0.1464
58155PTBP2HTA11_2992_2000001011HumanColorectumSER8.87e-03-6.66e-01-0.1706
58155PTBP2HTA11_5212_2000001011HumanColorectumAD3.74e-04-6.60e-01-0.2061
58155PTBP2HTA11_5216_2000001011HumanColorectumSER2.25e-02-6.99e-01-0.1462
58155PTBP2HTA11_7862_2000001011HumanColorectumAD4.17e-04-5.95e-01-0.0179
58155PTBP2HTA11_866_3004761011HumanColorectumAD7.28e-10-5.16e-010.096
58155PTBP2HTA11_7696_3000711011HumanColorectumAD3.25e-06-4.22e-010.0674
58155PTBP2HTA11_6818_2000001021HumanColorectumAD2.89e-05-5.19e-010.0588
58155PTBP2HTA11_99999973899_84307HumanColorectumMSS4.55e-07-5.61e-010.2585
58155PTBP2HTA11_99999974143_84620HumanColorectumMSS4.97e-19-5.74e-010.3005
58155PTBP2F007HumanColorectumFAP2.15e-03-3.27e-010.1176
58155PTBP2A001-C-207HumanColorectumFAP1.78e-08-3.49e-010.1278
58155PTBP2A015-C-203HumanColorectumFAP2.44e-33-4.76e-01-0.1294
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
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
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
∗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:004348410CervixCCregulation of RNA splicing42/2311148/187231.25e-076.24e-0642
GO:003311910CervixCCnegative regulation of RNA splicing13/231125/187231.83e-065.89e-0513
GO:000838010CervixCCRNA splicing76/2311434/187239.79e-048.19e-0376
GO:0008380ColorectumADRNA splicing169/3918434/187233.59e-182.04e-15169
GO:0043484ColorectumADregulation of RNA splicing70/3918148/187236.47e-131.16e-1070
GO:0033119ColorectumADnegative regulation of RNA splicing15/391825/187232.37e-054.62e-0415
GO:00083801ColorectumSERRNA splicing123/2897434/187233.84e-128.41e-10123
GO:00434841ColorectumSERregulation of RNA splicing49/2897148/187237.02e-084.49e-0649
GO:00331191ColorectumSERnegative regulation of RNA splicing12/289725/187231.32e-042.66e-0312
GO:00083802ColorectumMSSRNA splicing159/3467434/187231.75e-191.22e-16159
GO:00434842ColorectumMSSregulation of RNA splicing66/3467148/187232.44e-135.25e-1166
GO:00331192ColorectumMSSnegative regulation of RNA splicing14/346725/187233.07e-056.18e-0414
GO:00434844ColorectumFAPregulation of RNA splicing53/2622148/187232.16e-111.02e-0853
GO:00083804ColorectumFAPRNA splicing108/2622434/187237.90e-101.86e-07108
GO:00331194ColorectumFAPnegative regulation of RNA splicing11/262225/187232.66e-043.61e-0311
GO:00434845ColorectumCRCregulation of RNA splicing43/2078148/187231.75e-095.31e-0743
GO:00083805ColorectumCRCRNA splicing90/2078434/187232.80e-097.97e-0790
GO:00331195ColorectumCRCnegative regulation of RNA splicing8/207825/187234.33e-033.47e-028
GO:000838016EndometriumAEHRNA splicing111/2100434/187232.42e-171.12e-14111
GO:004348416EndometriumAEHregulation of RNA splicing55/2100148/187231.28e-165.49e-1455
Page: 1 2 3 

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
PTBP2SNVMissense_Mutationc.769C>Gp.Leu257Valp.L257VQ9UKA9protein_codingdeleterious(0.02)possibly_damaging(0.53)TCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PTBP2SNVMissense_Mutationc.191G>Ap.Arg64Glnp.R64QQ9UKA9protein_codingdeleterious(0.03)probably_damaging(0.979)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTBP2SNVMissense_Mutationc.1303G>Ap.Asp435Asnp.D435NQ9UKA9protein_codingdeleterious(0)probably_damaging(0.958)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTBP2SNVMissense_Mutationnovelc.594N>Ap.His198Glnp.H198QQ9UKA9protein_codingtolerated(0.18)benign(0.007)TCGA-B6-A409-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
PTBP2insertionFrame_Shift_Insnovelc.1556_1557insGCCTCTGp.Asn519LysfsTer5p.N519Kfs*5Q9UKA9protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PTBP2insertionNonsense_Mutationnovelc.1558_1559insAATATGAACATTAGCTTATTTTATCCATTTAp.Tyr520Terp.Y520*Q9UKA9protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PTBP2SNVMissense_Mutationnovelc.592N>Tp.His198Tyrp.H198YQ9UKA9protein_codingtolerated(0.37)benign(0.012)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PTBP2SNVMissense_Mutationc.667C>Gp.Leu223Valp.L223VQ9UKA9protein_codingtolerated(0.16)benign(0.007)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PTBP2SNVMissense_Mutationc.1319N>Tp.Pro440Leup.P440LQ9UKA9protein_codingdeleterious(0.04)probably_damaging(0.947)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PTBP2SNVMissense_Mutationc.1378N>Ap.Ala460Thrp.A460TQ9UKA9protein_codingdeleterious(0.01)benign(0.053)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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