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: ERI3

Gene summary for ERI3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ERI3

Gene ID

79033

Gene nameERI1 exoribonuclease family member 3
Gene AliasPINT1
Cytomap1p34.1
Gene Typeprotein-coding
GO ID

GO:0000459

UniProtAcc

B4DN03


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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
79033ERI3LZE7THumanEsophagusESCC5.66e-076.18e-010.0667
79033ERI3LZE8THumanEsophagusESCC8.15e-052.23e-010.067
79033ERI3LZE20THumanEsophagusESCC4.16e-082.18e-010.0662
79033ERI3LZE22THumanEsophagusESCC2.67e-035.58e-010.068
79033ERI3LZE24THumanEsophagusESCC4.24e-288.17e-010.0596
79033ERI3LZE21THumanEsophagusESCC4.02e-024.73e-010.0655
79033ERI3LZE6THumanEsophagusESCC8.35e-053.44e-010.0845
79033ERI3P1T-EHumanEsophagusESCC9.37e-044.47e-010.0875
79033ERI3P2T-EHumanEsophagusESCC1.24e-581.21e+000.1177
79033ERI3P4T-EHumanEsophagusESCC4.56e-236.92e-010.1323
79033ERI3P5T-EHumanEsophagusESCC9.75e-266.29e-010.1327
79033ERI3P8T-EHumanEsophagusESCC7.85e-286.40e-010.0889
79033ERI3P9T-EHumanEsophagusESCC1.34e-215.38e-010.1131
79033ERI3P10T-EHumanEsophagusESCC2.13e-581.10e+000.116
79033ERI3P11T-EHumanEsophagusESCC1.77e-248.54e-010.1426
79033ERI3P12T-EHumanEsophagusESCC8.70e-346.48e-010.1122
79033ERI3P15T-EHumanEsophagusESCC2.82e-236.70e-010.1149
79033ERI3P16T-EHumanEsophagusESCC2.04e-447.59e-010.1153
79033ERI3P17T-EHumanEsophagusESCC4.82e-168.30e-010.1278
79033ERI3P19T-EHumanEsophagusESCC5.39e-161.82e+000.1662
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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
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.

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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:001607232ThyroidATCrRNA metabolic process161/6293236/187231.02e-275.89e-25161
GO:003447021ThyroidATCncRNA processing216/6293395/187233.14e-183.98e-16216
GO:003466021ThyroidATCncRNA metabolic process240/6293485/187232.03e-139.91e-12240
GO:003112312ThyroidATCRNA 3'-end processing65/6293116/187235.58e-077.93e-0665
GO:000046911ThyroidATCcleavage involved in rRNA processing21/629327/187233.28e-063.69e-0521
GO:009050112ThyroidATCRNA phosphodiester bond hydrolysis76/6293152/187232.07e-051.86e-0476
GO:000046012ThyroidATCmaturation of 5.8S rRNA24/629335/187232.49e-052.16e-0424
GO:009050312ThyroidATCRNA phosphodiester bond hydrolysis, exonucleolytic27/629342/187234.62e-053.70e-0427
GO:000046611ThyroidATCmaturation of 5.8S rRNA from tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA)15/629324/187233.52e-031.56e-0215
GO:003112511ThyroidATCrRNA 3'-end processing8/629310/187233.60e-031.58e-028
GO:009030511ThyroidATCnucleic acid phosphodiester bond hydrolysis107/6293261/187237.21e-032.84e-02107
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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
ERI3SNVMissense_Mutationrs776082167c.563N>Cp.Val188Alap.V188AO43414protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
ERI3SNVMissense_Mutationc.775C>Ap.Gln259Lysp.Q259KO43414protein_codingtolerated(0.45)benign(0.005)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ERI3SNVMissense_Mutationnovelc.266G>Ap.Arg89Glnp.R89QO43414protein_codingtolerated_low_confidence(0.13)benign(0.116)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ERI3SNVMissense_Mutationrs201922019c.167N>Tp.Ser56Leup.S56LO43414protein_codingtolerated_low_confidence(0.15)benign(0)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ERI3SNVMissense_Mutationrs779614935c.890G>Ap.Gly297Aspp.G297DO43414protein_codingtolerated(0.58)benign(0.094)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ERI3SNVMissense_Mutationc.350N>Tp.Ser117Phep.S117FO43414protein_codingdeleterious(0)possibly_damaging(0.601)TCGA-AA-3675-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ERI3SNVMissense_Mutationc.373G>Ap.Ala125Thrp.A125TO43414protein_codingtolerated(0.12)benign(0)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ERI3SNVMissense_Mutationc.427N>Cp.Tyr143Hisp.Y143HO43414protein_codingdeleterious(0)benign(0.309)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ERI3SNVMissense_Mutationc.950N>Tp.Ala317Valp.A317VO43414protein_codingtolerated(0.09)possibly_damaging(0.851)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ERI3SNVMissense_Mutationnovelc.388G>Ap.Ala130Thrp.A130TO43414protein_codingtolerated(0.06)benign(0.03)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
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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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