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: POLR3E

Gene summary for POLR3E

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POLR3E

Gene ID

55718

Gene nameRNA polymerase III subunit E
Gene AliasC37
Cytomap16p12.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9NVU0


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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
55718POLR3ELZE4THumanEsophagusESCC2.97e-061.28e-010.0811
55718POLR3ELZE7THumanEsophagusESCC3.54e-033.04e-010.0667
55718POLR3ELZE8THumanEsophagusESCC3.37e-051.28e-010.067
55718POLR3ELZE24THumanEsophagusESCC7.94e-031.90e-010.0596
55718POLR3ELZE21THumanEsophagusESCC1.63e-021.36e-010.0655
55718POLR3EP1T-EHumanEsophagusESCC5.93e-073.04e-010.0875
55718POLR3EP2T-EHumanEsophagusESCC3.97e-195.10e-010.1177
55718POLR3EP4T-EHumanEsophagusESCC1.27e-061.72e-010.1323
55718POLR3EP5T-EHumanEsophagusESCC2.44e-051.48e-010.1327
55718POLR3EP8T-EHumanEsophagusESCC3.40e-112.04e-010.0889
55718POLR3EP9T-EHumanEsophagusESCC2.06e-044.75e-020.1131
55718POLR3EP10T-EHumanEsophagusESCC1.83e-044.71e-020.116
55718POLR3EP11T-EHumanEsophagusESCC2.48e-052.13e-010.1426
55718POLR3EP12T-EHumanEsophagusESCC8.64e-173.11e-010.1122
55718POLR3EP15T-EHumanEsophagusESCC2.64e-122.36e-010.1149
55718POLR3EP16T-EHumanEsophagusESCC1.25e-112.77e-010.1153
55718POLR3EP17T-EHumanEsophagusESCC3.33e-063.34e-010.1278
55718POLR3EP19T-EHumanEsophagusESCC5.24e-063.40e-010.1662
55718POLR3EP20T-EHumanEsophagusESCC1.24e-154.13e-010.1124
55718POLR3EP21T-EHumanEsophagusESCC1.89e-091.73e-010.1617
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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
∗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:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
GO:00516071LiverHCCdefense response to virus151/7958265/187231.27e-061.85e-05151
GO:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:00516074Oral cavityOSCCdefense response to virus154/7305265/187231.96e-105.63e-09154
GO:01405464Oral cavityOSCCdefense response to symbiont154/7305265/187231.96e-105.63e-09154
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0302021EsophagusESCCRNA polymerase28/420534/84658.19e-053.35e-041.71e-0428
hsa046234EsophagusESCCCytosolic DNA-sensing pathway49/420575/84654.35e-031.12e-025.74e-0349
hsa0302031EsophagusESCCRNA polymerase28/420534/84658.19e-053.35e-041.71e-0428
hsa0462311EsophagusESCCCytosolic DNA-sensing pathway49/420575/84654.35e-031.12e-025.74e-0349
hsa03020LiverHCCRNA polymerase24/402034/84655.40e-031.57e-028.75e-0324
hsa030201LiverHCCRNA polymerase24/402034/84655.40e-031.57e-028.75e-0324
hsa030204Oral cavityOSCCRNA polymerase25/370434/84654.12e-041.27e-036.45e-0425
hsa04623Oral cavityOSCCCytosolic DNA-sensing pathway44/370475/84656.44e-031.51e-027.68e-0344
hsa0302011Oral cavityOSCCRNA polymerase25/370434/84654.12e-041.27e-036.45e-0425
hsa046231Oral cavityOSCCCytosolic DNA-sensing pathway44/370475/84656.44e-031.51e-027.68e-0344
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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
POLR3ESNVMissense_Mutationrs756072532c.1504N>Tp.Val502Leup.V502LQ9NVU0protein_codingtolerated(0.49)benign(0.003)TCGA-AC-A7VC-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
POLR3ESNVMissense_Mutationc.617T>Gp.Val206Glyp.V206GQ9NVU0protein_codingdeleterious(0)probably_damaging(0.941)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POLR3EdeletionFrame_Shift_Delnovelc.723delAp.Ser243ValfsTer4p.S243Vfs*4Q9NVU0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
POLR3ESNVMissense_Mutationnovelc.1379G>Ap.Arg460Glnp.R460QQ9NVU0protein_codingdeleterious(0.02)probably_damaging(0.948)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
POLR3ESNVMissense_Mutationc.1049N>Tp.Cys350Phep.C350FQ9NVU0protein_codingdeleterious(0)probably_damaging(0.995)TCGA-C5-A1ML-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
POLR3ESNVMissense_Mutationnovelc.1510G>Ap.Glu504Lysp.E504KQ9NVU0protein_codingtolerated(0.64)benign(0.265)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
POLR3ESNVMissense_Mutationrs368901417c.1840N>Ap.Ala614Thrp.A614TQ9NVU0protein_codingtolerated(0.43)benign(0.001)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
POLR3ESNVMissense_Mutationnovelc.57N>Tp.Lys19Asnp.K19NQ9NVU0protein_codingdeleterious(0)probably_damaging(0.938)TCGA-WL-A834-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelSD
POLR3ESNVMissense_Mutationrs748039763c.1469C>Tp.Ala490Valp.A490VQ9NVU0protein_codingtolerated(0.25)benign(0.015)TCGA-A6-6140-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinSD
POLR3ESNVMissense_Mutationc.1966A>Tp.Ile656Phep.I656FQ9NVU0protein_codingdeleterious(0.04)benign(0.163)TCGA-A6-6780-01Colorectumcolon 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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