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: PCBP4

Gene summary for PCBP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PCBP4

Gene ID

57060

Gene namepoly(rC) binding protein 4
Gene AliasCBP
Cytomap3p21.2
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

A0A024R320


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
57060PCBP4LZE24THumanEsophagusESCC2.85e-021.22e-010.0596
57060PCBP4P8T-EHumanEsophagusESCC9.20e-068.12e-020.0889
57060PCBP4P10T-EHumanEsophagusESCC6.77e-142.31e-010.116
57060PCBP4P11T-EHumanEsophagusESCC1.99e-105.99e-010.1426
57060PCBP4P12T-EHumanEsophagusESCC3.89e-122.21e-010.1122
57060PCBP4P16T-EHumanEsophagusESCC2.95e-173.43e-010.1153
57060PCBP4P17T-EHumanEsophagusESCC1.23e-024.63e-010.1278
57060PCBP4P19T-EHumanEsophagusESCC7.76e-109.00e-010.1662
57060PCBP4P20T-EHumanEsophagusESCC1.38e-031.82e-010.1124
57060PCBP4P21T-EHumanEsophagusESCC6.75e-183.84e-010.1617
57060PCBP4P22T-EHumanEsophagusESCC1.96e-051.08e-010.1236
57060PCBP4P24T-EHumanEsophagusESCC3.50e-184.45e-010.1287
57060PCBP4P26T-EHumanEsophagusESCC7.31e-142.31e-010.1276
57060PCBP4P27T-EHumanEsophagusESCC1.69e-049.90e-020.1055
57060PCBP4P28T-EHumanEsophagusESCC8.40e-049.19e-020.1149
57060PCBP4P30T-EHumanEsophagusESCC5.76e-042.35e-010.137
57060PCBP4P31T-EHumanEsophagusESCC2.02e-061.40e-010.1251
57060PCBP4P32T-EHumanEsophagusESCC1.77e-224.84e-010.1666
57060PCBP4P36T-EHumanEsophagusESCC8.04e-042.07e-010.1187
57060PCBP4P38T-EHumanEsophagusESCC4.83e-022.14e-010.127
Page: 1 2 3 4 

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
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
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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0000375111EsophagusESCCRNA splicing, via transesterification reactions248/8552324/187233.05e-301.49e-27248
GO:0000377111EsophagusESCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile244/8552320/187232.52e-291.07e-26244
GO:0000398111EsophagusESCCmRNA splicing, via spliceosome244/8552320/187232.52e-291.07e-26244
GO:1903311110EsophagusESCCregulation of mRNA metabolic process210/8552288/187233.25e-215.56e-19210
GO:0006401110EsophagusESCCRNA catabolic process204/8552278/187233.39e-215.66e-19204
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:0006402110EsophagusESCCmRNA catabolic process170/8552232/187238.70e-188.00e-16170
GO:0043484111EsophagusESCCregulation of RNA splicing116/8552148/187233.18e-162.38e-14116
GO:0050684110EsophagusESCCregulation of mRNA processing109/8552137/187233.51e-162.59e-14109
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:0048024111EsophagusESCCregulation of mRNA splicing, via spliceosome78/8552101/187238.72e-112.66e-0978
GO:006101319EsophagusESCCregulation of mRNA catabolic process115/8552166/187235.90e-101.49e-08115
GO:004348719EsophagusESCCregulation of RNA stability117/8552170/187237.91e-101.94e-08117
GO:004348819EsophagusESCCregulation of mRNA stability109/8552158/187232.40e-095.35e-08109
GO:005068615EsophagusESCCnegative regulation of mRNA processing26/855229/187238.98e-071.15e-0526
GO:0033119111EsophagusESCCnegative regulation of RNA splicing22/855225/187231.33e-051.21e-0422
Page: 1 2 3 4 5 

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
PCBP4SNVMissense_Mutationrs753153356c.776N>Ap.Arg259Hisp.R259HP57723protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PCBP4insertionNonsense_Mutationnovelc.124_125insACTTTCTCTCTGAACCACTCCTTCTGGGCTGACCAGTGAGTCCCCCAp.Arg42HisfsTer11p.R42Hfs*11P57723protein_codingTCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PCBP4SNVMissense_Mutationrs773787182c.691N>Ap.Val231Metp.V231MP57723protein_codingtolerated(0.34)benign(0.012)TCGA-AA-3509-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PCBP4SNVMissense_Mutationrs746354848c.502G>Ap.Ala168Thrp.A168TP57723protein_codingtolerated(0.49)benign(0.006)TCGA-D5-6920-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PCBP4SNVMissense_Mutationc.236T>Cp.Ile79Thrp.I79TP57723protein_codingdeleterious(0)possibly_damaging(0.877)TCGA-DM-A280-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PCBP4insertionFrame_Shift_Insnovelc.605_606insAGAGp.Gly203GlufsTer11p.G203Efs*11P57723protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PCBP4SNVMissense_Mutationnovelc.135N>Tp.Glu45Aspp.E45DP57723protein_codingdeleterious(0.04)probably_damaging(0.949)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PCBP4SNVMissense_Mutationc.895G>Ap.Ala299Thrp.A299TP57723protein_codingtolerated(0.19)benign(0.007)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
PCBP4SNVMissense_Mutationrs770277994c.973N>Ap.Ala325Thrp.A325TP57723protein_codingtolerated(0.35)benign(0)TCGA-AP-A0LT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PCBP4SNVMissense_Mutationnovelc.62G>Ap.Arg21Glnp.R21QP57723protein_codingdeleterious(0.04)probably_damaging(0.987)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 

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