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: POLR3F

Gene summary for POLR3F

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POLR3F

Gene ID

10621

Gene nameRNA polymerase III subunit F
Gene AliasC34
Cytomap20p11.23
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q05DB8


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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
10621POLR3FLZE4THumanEsophagusESCC7.06e-041.09e-010.0811
10621POLR3FLZE24THumanEsophagusESCC3.17e-061.24e-010.0596
10621POLR3FP2T-EHumanEsophagusESCC9.33e-172.09e-010.1177
10621POLR3FP4T-EHumanEsophagusESCC4.59e-113.07e-010.1323
10621POLR3FP5T-EHumanEsophagusESCC3.52e-141.45e-010.1327
10621POLR3FP8T-EHumanEsophagusESCC2.35e-109.12e-020.0889
10621POLR3FP9T-EHumanEsophagusESCC2.90e-071.30e-010.1131
10621POLR3FP10T-EHumanEsophagusESCC2.70e-182.60e-010.116
10621POLR3FP11T-EHumanEsophagusESCC1.01e-104.33e-010.1426
10621POLR3FP12T-EHumanEsophagusESCC2.06e-142.15e-010.1122
10621POLR3FP15T-EHumanEsophagusESCC3.24e-081.98e-010.1149
10621POLR3FP16T-EHumanEsophagusESCC4.18e-162.57e-010.1153
10621POLR3FP17T-EHumanEsophagusESCC4.73e-051.74e-010.1278
10621POLR3FP20T-EHumanEsophagusESCC7.03e-061.57e-010.1124
10621POLR3FP21T-EHumanEsophagusESCC6.16e-113.04e-010.1617
10621POLR3FP22T-EHumanEsophagusESCC1.01e-091.32e-010.1236
10621POLR3FP23T-EHumanEsophagusESCC1.42e-113.68e-010.108
10621POLR3FP24T-EHumanEsophagusESCC1.32e-081.65e-010.1287
10621POLR3FP26T-EHumanEsophagusESCC1.49e-222.79e-010.1276
10621POLR3FP27T-EHumanEsophagusESCC1.15e-101.15e-010.1055
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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
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:00063833EsophagusESCCtranscription by RNA polymerase III41/855246/187237.69e-101.90e-0841
GO:00028318EsophagusESCCregulation of response to biotic stimulus191/8552327/187232.12e-062.45e-05191
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:0006359EsophagusESCCregulation of transcription by RNA polymerase III19/855222/187239.52e-056.78e-0419
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:00450885EsophagusESCCregulation of innate immune response125/8552218/187233.34e-041.96e-03125
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
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
GO:00028317Oral cavityOSCCregulation of response to biotic stimulus177/7305327/187231.73e-083.43e-07177
GO:00063832Oral cavityOSCCtranscription by RNA polymerase III34/730546/187231.61e-062.11e-0534
GO:00450884Oral cavityOSCCregulation of innate immune response116/7305218/187231.36e-051.37e-04116
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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
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
POLR3FSNVMissense_Mutationrs749735863c.587N>Ap.Arg196Glnp.R196QQ9H1D9protein_codingtolerated(0.39)benign(0.031)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
POLR3FSNVMissense_Mutationc.532N>Cp.Glu178Glnp.E178QQ9H1D9protein_codingdeleterious(0.01)benign(0.354)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
POLR3FdeletionFrame_Shift_Delc.810delCp.Tyr270Terp.Y270*Q9H1D9protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
POLR3FSNVMissense_Mutationc.408N>Gp.Ile136Metp.I136MQ9H1D9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-C5-A1MI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
POLR3FSNVMissense_Mutationc.718N>Cp.Asn240Hisp.N240HQ9H1D9protein_codingdeleterious(0.02)probably_damaging(0.927)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
POLR3FSNVMissense_Mutationc.515N>Ap.Phe172Tyrp.F172YQ9H1D9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
POLR3FSNVMissense_Mutationc.305N>Ap.Ala102Glup.A102EQ9H1D9protein_codingdeleterious(0)probably_damaging(0.954)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
POLR3FSNVMissense_Mutationnovelc.384G>Tp.Lys128Asnp.K128NQ9H1D9protein_codingdeleterious(0)probably_damaging(0.979)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
POLR3FSNVMissense_Mutationrs780275934c.752N>Tp.Thr251Metp.T251MQ9H1D9protein_codingdeleterious(0.01)possibly_damaging(0.488)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
POLR3FSNVMissense_Mutationnovelc.801N>Tp.Met267Ilep.M267IQ9H1D9protein_codingtolerated(0.57)benign(0)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<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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