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: POLR1A

Gene summary for POLR1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POLR1A

Gene ID

25885

Gene nameRNA polymerase I subunit A
Gene AliasA190
Cytomap2p11.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O95602


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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
25885POLR1AP27T-EHumanEsophagusESCC1.48e-111.99e-010.1055
25885POLR1AP28T-EHumanEsophagusESCC1.30e-193.42e-010.1149
25885POLR1AP30T-EHumanEsophagusESCC8.64e-175.78e-010.137
25885POLR1AP31T-EHumanEsophagusESCC1.60e-161.39e-010.1251
25885POLR1AP32T-EHumanEsophagusESCC3.97e-141.94e-010.1666
25885POLR1AP36T-EHumanEsophagusESCC5.82e-094.22e-010.1187
25885POLR1AP37T-EHumanEsophagusESCC5.85e-102.37e-010.1371
25885POLR1AP39T-EHumanEsophagusESCC7.11e-071.09e-010.0894
25885POLR1AP42T-EHumanEsophagusESCC3.73e-032.00e-010.1175
25885POLR1AP44T-EHumanEsophagusESCC2.31e-046.02e-020.1096
25885POLR1AP47T-EHumanEsophagusESCC2.55e-079.93e-020.1067
25885POLR1AP48T-EHumanEsophagusESCC6.13e-152.03e-010.0959
25885POLR1AP49T-EHumanEsophagusESCC1.02e-036.79e-010.1768
25885POLR1AP52T-EHumanEsophagusESCC1.46e-213.08e-010.1555
25885POLR1AP54T-EHumanEsophagusESCC3.05e-091.94e-010.0975
25885POLR1AP56T-EHumanEsophagusESCC9.29e-057.26e-010.1613
25885POLR1AP57T-EHumanEsophagusESCC9.42e-091.40e-010.0926
25885POLR1AP61T-EHumanEsophagusESCC3.36e-142.01e-010.099
25885POLR1AP62T-EHumanEsophagusESCC2.31e-092.85e-010.1302
25885POLR1AP65T-EHumanEsophagusESCC5.75e-111.18e-010.0978
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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:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:190018018EsophagusESCCregulation of protein localization to nucleus102/8552136/187232.84e-121.13e-10102
GO:00063602EsophagusESCCtranscription by RNA polymerase I42/855255/187233.41e-063.78e-0542
GO:19038289EsophagusESCCnegative regulation of cellular protein localization76/8552117/187231.97e-051.72e-0476
GO:190257011EsophagusESCCprotein localization to nucleolus13/855216/187234.05e-031.62e-0213
GO:003450421LiverHCCprotein localization to nucleus194/7958290/187232.84e-172.85e-15194
GO:190018012LiverHCCregulation of protein localization to nucleus95/7958136/187239.26e-113.26e-0995
GO:190382811LiverHCCnegative regulation of cellular protein localization71/7958117/187235.44e-055.12e-0471
GO:0006360LiverHCCtranscription by RNA polymerase I36/795855/187234.94e-043.23e-0336
GO:19025701LiverHCCprotein localization to nucleolus13/795816/187231.84e-039.42e-0313
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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
hsa0302031EsophagusESCCRNA polymerase28/420534/84658.19e-053.35e-041.71e-0428
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
∗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
POLR1ASNVMissense_Mutationnovelc.2069C>Ap.Thr690Lysp.T690KO95602protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A2-A0EP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
POLR1ASNVMissense_Mutationnovelc.1794N>Ap.Phe598Leup.F598LO95602protein_codingtolerated(0.09)possibly_damaging(0.841)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POLR1ASNVMissense_Mutationc.799N>Ap.Ala267Thrp.A267TO95602protein_codingtolerated(0.22)benign(0.021)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POLR1ASNVMissense_Mutationrs373061040c.4682N>Ap.Arg1561Glnp.R1561QO95602protein_codingtolerated(0.05)probably_damaging(0.961)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
POLR1ASNVMissense_Mutationrs762778123c.2528G>Ap.Arg843Glnp.R843QO95602protein_codingtolerated(1)benign(0.003)TCGA-AR-A250-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
POLR1ASNVMissense_Mutationc.4538N>Gp.Asp1513Glyp.D1513GO95602protein_codingtolerated(0.14)benign(0)TCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
POLR1ASNVMissense_Mutationnovelc.4411G>Cp.Glu1471Glnp.E1471QO95602protein_codingtolerated(0.28)possibly_damaging(0.87)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
POLR1ASNVMissense_Mutationc.2614T>Gp.Tyr872Aspp.Y872DO95602protein_codingdeleterious(0.03)benign(0.409)TCGA-D8-A1JG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
POLR1ASNVMissense_Mutationc.721G>Cp.Glu241Glnp.E241QO95602protein_codingtolerated(0.17)benign(0.076)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
POLR1ASNVMissense_Mutationnovelc.4006N>Ap.Glu1336Lysp.E1336KO95602protein_codingtolerated(0.9)benign(0.011)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
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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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