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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: PRKRIP1

Gene summary for PRKRIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRKRIP1

Gene ID

79706

Gene namePRKR interacting protein 1
Gene AliasC114
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

A0A024QYV5


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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
79706PRKRIP1CCI_1HumanCervixCC4.44e-076.97e-010.528
79706PRKRIP1CCI_2HumanCervixCC6.62e-056.34e-010.5249
79706PRKRIP1CCI_3HumanCervixCC8.25e-116.99e-010.516
79706PRKRIP1LZE2THumanEsophagusESCC1.03e-023.25e-010.082
79706PRKRIP1LZE4THumanEsophagusESCC1.61e-062.14e-010.0811
79706PRKRIP1LZE7THumanEsophagusESCC2.38e-063.30e-010.0667
79706PRKRIP1LZE20THumanEsophagusESCC2.05e-062.54e-010.0662
79706PRKRIP1LZE22THumanEsophagusESCC1.41e-033.25e-010.068
79706PRKRIP1LZE24THumanEsophagusESCC1.50e-174.47e-010.0596
79706PRKRIP1LZE21THumanEsophagusESCC6.91e-042.16e-010.0655
79706PRKRIP1P1T-EHumanEsophagusESCC6.59e-104.73e-010.0875
79706PRKRIP1P2T-EHumanEsophagusESCC2.64e-651.07e+000.1177
79706PRKRIP1P4T-EHumanEsophagusESCC2.51e-255.12e-010.1323
79706PRKRIP1P5T-EHumanEsophagusESCC6.85e-294.29e-010.1327
79706PRKRIP1P8T-EHumanEsophagusESCC4.94e-213.33e-010.0889
79706PRKRIP1P9T-EHumanEsophagusESCC2.29e-163.24e-010.1131
79706PRKRIP1P10T-EHumanEsophagusESCC1.83e-264.14e-010.116
79706PRKRIP1P11T-EHumanEsophagusESCC4.50e-185.24e-010.1426
79706PRKRIP1P12T-EHumanEsophagusESCC1.04e-325.62e-010.1122
79706PRKRIP1P15T-EHumanEsophagusESCC5.56e-396.88e-010.1149
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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
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
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
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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005134810CervixCCnegative regulation of transferase activity60/2311268/187232.77e-068.02e-0560
GO:004593610CervixCCnegative regulation of phosphate metabolic process88/2311441/187232.92e-068.27e-0588
GO:001056310CervixCCnegative regulation of phosphorus metabolic process88/2311442/187233.21e-068.77e-0588
GO:004232610CervixCCnegative regulation of phosphorylation77/2311385/187231.09e-052.38e-0477
GO:000193310CervixCCnegative regulation of protein phosphorylation69/2311342/187232.29e-054.01e-0469
GO:000646910CervixCCnegative regulation of protein kinase activity47/2311212/187234.13e-056.36e-0447
GO:00336739CervixCCnegative regulation of kinase activity50/2311237/187239.22e-051.21e-0350
GO:000838010CervixCCRNA splicing76/2311434/187239.79e-048.19e-0376
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:0051348111EsophagusESCCnegative regulation of transferase activity177/8552268/187231.08e-114.00e-10177
GO:0042326111EsophagusESCCnegative regulation of phosphorylation237/8552385/187231.86e-105.33e-09237
GO:0001933111EsophagusESCCnegative regulation of protein phosphorylation213/8552342/187233.54e-109.76e-09213
GO:003367319EsophagusESCCnegative regulation of kinase activity154/8552237/187231.38e-093.27e-08154
GO:000646920EsophagusESCCnegative regulation of protein kinase activity140/8552212/187231.53e-093.56e-08140
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:001056322LiverHCCnegative regulation of phosphorus metabolic process259/7958442/187234.29e-121.92e-10259
GO:004593622LiverHCCnegative regulation of phosphate metabolic process258/7958441/187236.00e-122.60e-10258
GO:004232622LiverHCCnegative regulation of phosphorylation227/7958385/187233.98e-111.52e-09227
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
PRKRIP1SNVMissense_Mutationc.517N>Ap.Glu173Lysp.E173KQ9H875protein_codingdeleterious(0.02)probably_damaging(0.973)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PRKRIP1SNVMissense_Mutationc.284A>Gp.Tyr95Cysp.Y95CQ9H875protein_codingdeleterious(0.01)probably_damaging(0.926)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PRKRIP1deletionFrame_Shift_Delc.69delNp.Lys25ArgfsTer15p.K25Rfs*15Q9H875protein_codingTCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PRKRIP1SNVMissense_Mutationc.363N>Tp.Glu121Aspp.E121DQ9H875protein_codingtolerated(0.1)benign(0.193)TCGA-AX-A06H-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
PRKRIP1SNVMissense_Mutationrs367627621c.257N>Ap.Arg86Hisp.R86HQ9H875protein_codingdeleterious(0)probably_damaging(0.994)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PRKRIP1SNVMissense_Mutationc.496N>Tp.Ala166Serp.A166SQ9H875protein_codingtolerated(0.71)benign(0.01)TCGA-44-7667-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
PRKRIP1SNVMissense_Mutationnovelc.269N>Tp.Tyr90Phep.Y90FQ9H875protein_codingdeleterious(0)benign(0.208)TCGA-55-8506-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
PRKRIP1SNVMissense_Mutationnovelc.4N>Ap.Ala2Thrp.A2TQ9H875protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.588)TCGA-78-7539-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapycisplatinPD
PRKRIP1SNVMissense_Mutationnovelc.406N>Cp.Glu136Glnp.E136QQ9H875protein_codingtolerated(0.3)benign(0.137)TCGA-90-A4EE-01Lunglung squamous cell carcinomaMale<65I/IIChemotherapycisplatinCR
PRKRIP1SNVMissense_Mutationnovelc.448N>Gp.Lys150Glup.K150EQ9H875protein_codingdeleterious_low_confidence(0.01)benign(0.084)TCGA-J1-A4AH-01Lunglung squamous cell carcinomaMale>=65I/IIChemotherapycisplatinCR
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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
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