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: POLR3A

Gene summary for POLR3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POLR3A

Gene ID

11128

Gene nameRNA polymerase III subunit A
Gene AliasADDH
Cytomap10q22.3
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

O14802


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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
11128POLR3ALZE4THumanEsophagusESCC2.59e-071.26e-010.0811
11128POLR3ALZE7THumanEsophagusESCC2.47e-031.67e-010.0667
11128POLR3ALZE24THumanEsophagusESCC2.34e-021.59e-010.0596
11128POLR3ALZE21THumanEsophagusESCC3.26e-021.36e-010.0655
11128POLR3AP2T-EHumanEsophagusESCC7.39e-232.84e-010.1177
11128POLR3AP4T-EHumanEsophagusESCC3.63e-072.02e-010.1323
11128POLR3AP5T-EHumanEsophagusESCC6.26e-119.35e-020.1327
11128POLR3AP8T-EHumanEsophagusESCC1.02e-091.33e-010.0889
11128POLR3AP9T-EHumanEsophagusESCC1.00e-044.77e-020.1131
11128POLR3AP10T-EHumanEsophagusESCC6.44e-101.31e-010.116
11128POLR3AP11T-EHumanEsophagusESCC2.31e-028.49e-020.1426
11128POLR3AP12T-EHumanEsophagusESCC2.07e-091.46e-010.1122
11128POLR3AP15T-EHumanEsophagusESCC3.21e-111.79e-010.1149
11128POLR3AP16T-EHumanEsophagusESCC1.86e-111.74e-010.1153
11128POLR3AP19T-EHumanEsophagusESCC1.92e-022.36e-010.1662
11128POLR3AP20T-EHumanEsophagusESCC7.48e-081.00e-010.1124
11128POLR3AP21T-EHumanEsophagusESCC6.12e-132.75e-010.1617
11128POLR3AP22T-EHumanEsophagusESCC7.40e-066.88e-020.1236
11128POLR3AP23T-EHumanEsophagusESCC2.38e-144.03e-010.108
11128POLR3AP24T-EHumanEsophagusESCC5.97e-152.83e-010.1287
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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
∗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:003248112EsophagusESCCpositive regulation of type I interferon production42/855258/187233.27e-052.70e-0442
GO:00326084EsophagusESCCinterferon-beta production40/855256/187238.36e-056.08e-0440
GO:00326484EsophagusESCCregulation of interferon-beta production40/855256/187238.36e-056.08e-0440
GO:003247912EsophagusESCCregulation of type I interferon production61/855295/187232.05e-041.29e-0361
GO:003260612EsophagusESCCtype I interferon production61/855295/187232.05e-041.29e-0361
GO:00327284EsophagusESCCpositive regulation of interferon-beta production29/855239/187232.59e-041.58e-0329
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
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:00324814LiverHCCpositive regulation of type I interferon production41/795858/187231.29e-051.44e-0441
GO:0032479LiverHCCregulation of type I interferon production60/795895/187233.84e-053.80e-0460
GO:0032606LiverHCCtype I interferon production60/795895/187233.84e-053.80e-0460
GO:0032728LiverHCCpositive regulation of interferon-beta production26/795839/187231.99e-031.01e-0226
GO:0032608LiverHCCinterferon-beta production34/795856/187234.54e-031.96e-0234
GO:0032648LiverHCCregulation of interferon-beta production34/795856/187234.54e-031.96e-0234
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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
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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
POLR3APLABreastIDCTTC32,RFC2,ANKRD30A, etc.1.38e-01The 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.
POLR3ACD8TEREXColorectumADJFAM120AOS,C19orf48,SYTL1, etc.9.26e-02The 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.
POLR3ACD8TEXINTColorectumADJFAM120AOS,C19orf48,SYTL1, etc.1.03e-01The 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.
POLR3ACD8TEREXColorectumCRCFAM120AOS,C19orf48,SYTL1, etc.5.56e-02The 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.
POLR3ACD8TEXINTColorectumFAPFAM120AOS,C19orf48,SYTL1, etc.4.12e-02The 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.
POLR3AILCColorectumHealthyFAM120AOS,C19orf48,SYTL1, etc.3.66e-02The 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.
POLR3ACD8TEXINTColorectumMSI-HFAM120AOS,C19orf48,SYTL1, etc.5.98e-02The 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.
POLR3ACD8TEXINTColorectumMSSFAM120AOS,C19orf48,SYTL1, etc.9.87e-02The 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.
POLR3ACD8TCMColorectumMSSFAM120AOS,C19orf48,SYTL1, etc.9.93e-02The 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.
POLR3ACD8TCMLungAAHPLEKHG3,KIR3DL2,NCR1, etc.2.87e-01The 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.
∗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
POLR3ASNVMissense_Mutationnovelc.925G>Ap.Asp309Asnp.D309NO14802protein_codingtolerated(0.31)benign(0.309)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
POLR3ASNVMissense_Mutationc.1522N>Tp.His508Tyrp.H508YO14802protein_codingdeleterious(0)probably_damaging(0.991)TCGA-B6-A0WZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
POLR3ASNVMissense_Mutationc.1964T>Gp.Leu655Argp.L655RO14802protein_codingdeleterious(0)probably_damaging(0.977)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
POLR3ASNVMissense_Mutationnovelc.3137N>Tp.Thr1046Ilep.T1046IO14802protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A574-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
POLR3ASNVMissense_Mutationrs768303077c.1277N>Ap.Thr426Lysp.T426KO14802protein_codingtolerated(0.49)benign(0.373)TCGA-EW-A1P4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
POLR3ASNVMissense_Mutationnovelc.1348N>Ap.Val450Ilep.V450IO14802protein_codingtolerated(0.08)benign(0.294)TCGA-LD-A7W6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyletrozoleSD
POLR3AinsertionFrame_Shift_Insnovelc.1514_1515insAGTTTGTCTGTATTTTGTCATCTTTTTGGCGp.Met505IlefsTer22p.M505Ifs*22O14802protein_codingTCGA-A2-A04V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
POLR3AinsertionNonsense_Mutationnovelc.2929_2930insGTACTAGCCCTTAAAACACATTCTGTCAGCTCGTTCTCTCACGp.Ser977CysfsTer5p.S977Cfs*5O14802protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
POLR3AdeletionFrame_Shift_Delc.2015delGp.Gly672AspfsTer39p.G672Dfs*39O14802protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POLR3ASNVMissense_Mutationc.1495N>Ap.Asp499Asnp.D499NO14802protein_codingdeleterious(0)probably_damaging(0.965)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<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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