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: POLR3GL

Gene summary for POLR3GL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POLR3GL

Gene ID

84265

Gene nameRNA polymerase III subunit GL
Gene AliasRPC32HOM
Cytomap1q21.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A6NGX6


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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
84265POLR3GLLZE2THumanEsophagusESCC3.23e-065.08e-010.082
84265POLR3GLLZE4THumanEsophagusESCC5.05e-163.82e-010.0811
84265POLR3GLLZE5THumanEsophagusESCC3.42e-042.08e-010.0514
84265POLR3GLLZE7THumanEsophagusESCC2.29e-114.78e-010.0667
84265POLR3GLLZE8THumanEsophagusESCC5.21e-101.86e-010.067
84265POLR3GLLZE20THumanEsophagusESCC2.89e-062.12e-010.0662
84265POLR3GLLZE22D1HumanEsophagusHGIN1.92e-062.09e-010.0595
84265POLR3GLLZE22THumanEsophagusESCC7.37e-045.08e-010.068
84265POLR3GLLZE24THumanEsophagusESCC1.99e-308.06e-010.0596
84265POLR3GLLZE6THumanEsophagusESCC3.83e-123.78e-010.0845
84265POLR3GLP1T-EHumanEsophagusESCC1.43e-105.42e-010.0875
84265POLR3GLP2T-EHumanEsophagusESCC2.50e-336.20e-010.1177
84265POLR3GLP4T-EHumanEsophagusESCC8.49e-306.42e-010.1323
84265POLR3GLP5T-EHumanEsophagusESCC2.80e-152.98e-010.1327
84265POLR3GLP8T-EHumanEsophagusESCC1.05e-284.42e-010.0889
84265POLR3GLP9T-EHumanEsophagusESCC5.18e-134.00e-010.1131
84265POLR3GLP10T-EHumanEsophagusESCC5.40e-284.97e-010.116
84265POLR3GLP11T-EHumanEsophagusESCC1.32e-145.19e-010.1426
84265POLR3GLP12T-EHumanEsophagusESCC2.02e-254.93e-010.1122
84265POLR3GLP15T-EHumanEsophagusESCC8.02e-205.21e-010.1149
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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
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:00063833EsophagusESCCtranscription by RNA polymerase III41/855246/187237.69e-101.90e-0841
GO:0006383LiverHCCtranscription by RNA polymerase III31/795846/187235.67e-043.61e-0331
GO:00063832Oral cavityOSCCtranscription by RNA polymerase III34/730546/187231.61e-062.11e-0534
GO:00063831Oral cavityLPtranscription by RNA polymerase III20/462346/187234.03e-032.61e-0220
GO:00063835ThyroidPTCtranscription by RNA polymerase III23/596846/187237.89e-033.33e-0223
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030205EsophagusHGINRNA polymerase12/138334/84655.62e-033.99e-023.17e-0212
hsa0302012EsophagusHGINRNA polymerase12/138334/84655.62e-033.99e-023.17e-0212
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
hsa030202Oral cavityLPRNA polymerase18/241834/84652.35e-031.03e-026.63e-0318
hsa046232Oral cavityLPCytosolic DNA-sensing pathway31/241875/84651.17e-023.91e-022.52e-0231
hsa030203Oral cavityLPRNA polymerase18/241834/84652.35e-031.03e-026.63e-0318
hsa046233Oral cavityLPCytosolic DNA-sensing pathway31/241875/84651.17e-023.91e-022.52e-0231
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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
POLR3GLSNVMissense_Mutationc.325N>Cp.Asp109Hisp.D109HQ9BT43protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
POLR3GLSNVMissense_Mutationc.266G>Ap.Arg89Hisp.R89HQ9BT43protein_codingdeleterious(0.02)benign(0.083)TCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
POLR3GLSNVMissense_Mutationc.645N>Tp.Glu215Aspp.E215DQ9BT43protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AR-A24R-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
POLR3GLSNVMissense_Mutationc.348N>Tp.Glu116Aspp.E116DQ9BT43protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
POLR3GLSNVMissense_Mutationnovelc.335N>Ap.Arg112Hisp.R112HQ9BT43protein_codingdeleterious(0.02)possibly_damaging(0.871)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
POLR3GLSNVMissense_Mutationc.256N>Ap.Asp86Asnp.D86NQ9BT43protein_codingdeleterious(0)probably_damaging(0.998)TCGA-G4-6310-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fuSD
POLR3GLSNVMissense_Mutationnovelc.28N>Tp.Arg10Cysp.R10CQ9BT43protein_codingdeleterious(0)possibly_damaging(0.589)TCGA-AJ-A3OJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
POLR3GLSNVMissense_Mutationc.313N>Ap.Asp105Asnp.D105NQ9BT43protein_codingdeleterious(0.01)benign(0.257)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
POLR3GLSNVMissense_Mutationc.546N>Tp.Glu182Aspp.E182DQ9BT43protein_codingtolerated(0.28)benign(0.001)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
POLR3GLSNVMissense_Mutationc.323C>Tp.Pro108Leup.P108LQ9BT43protein_codingdeleterious(0.03)probably_damaging(0.985)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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