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: POLG

Gene summary for POLG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POLG

Gene ID

5428

Gene nameDNA polymerase gamma, catalytic subunit
Gene AliasMDP1
Cytomap15q26.1
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

E5KNU5


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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
5428POLGLZE4THumanEsophagusESCC5.07e-112.19e-010.0811
5428POLGLZE7THumanEsophagusESCC1.68e-093.91e-010.0667
5428POLGLZE8THumanEsophagusESCC2.18e-047.38e-020.067
5428POLGLZE24THumanEsophagusESCC1.11e-121.75e-010.0596
5428POLGP1T-EHumanEsophagusESCC5.49e-062.94e-010.0875
5428POLGP2T-EHumanEsophagusESCC8.22e-261.24e-010.1177
5428POLGP4T-EHumanEsophagusESCC2.55e-151.45e-010.1323
5428POLGP5T-EHumanEsophagusESCC3.95e-04-7.53e-030.1327
5428POLGP8T-EHumanEsophagusESCC1.63e-191.82e-010.0889
5428POLGP9T-EHumanEsophagusESCC9.04e-132.01e-010.1131
5428POLGP10T-EHumanEsophagusESCC2.29e-182.84e-010.116
5428POLGP11T-EHumanEsophagusESCC1.71e-072.10e-010.1426
5428POLGP12T-EHumanEsophagusESCC6.87e-172.82e-010.1122
5428POLGP15T-EHumanEsophagusESCC8.20e-183.87e-010.1149
5428POLGP16T-EHumanEsophagusESCC2.45e-191.78e-010.1153
5428POLGP17T-EHumanEsophagusESCC1.04e-092.29e-010.1278
5428POLGP19T-EHumanEsophagusESCC1.77e-083.05e-010.1662
5428POLGP20T-EHumanEsophagusESCC1.14e-092.03e-010.1124
5428POLGP21T-EHumanEsophagusESCC3.20e-129.78e-020.1617
5428POLGP22T-EHumanEsophagusESCC4.62e-151.94e-010.1236
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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:004533310EndometriumAEHcellular respiration79/2100230/187238.38e-217.18e-1879
GO:002290410EndometriumAEHrespiratory electron transport chain51/2100114/187231.28e-198.54e-1751
GO:001598010EndometriumAEHenergy derivation by oxidation of organic compounds93/2100318/187238.51e-195.10e-1693
GO:000609110EndometriumAEHgeneration of precursor metabolites and energy121/2100490/187231.65e-178.23e-15121
GO:002290010EndometriumAEHelectron transport chain60/2100175/187234.37e-161.75e-1360
GO:00017019EndometriumAEHin utero embryonic development73/2100367/187237.18e-072.63e-0573
GO:200027810EndometriumAEHregulation of DNA biosynthetic process27/2100106/187233.12e-055.66e-0427
GO:00718977EndometriumAEHDNA biosynthetic process37/2100180/187231.87e-042.39e-0337
GO:20005739EndometriumAEHpositive regulation of DNA biosynthetic process18/210066/187232.52e-042.99e-0318
GO:00510549EndometriumAEHpositive regulation of DNA metabolic process36/2100201/187233.05e-032.16e-0236
GO:00062752EndometriumAEHregulation of DNA replication21/2100107/187237.38e-034.20e-0221
GO:004533315EndometriumEECcellular respiration83/2168230/187231.72e-222.06e-1983
GO:001598015EndometriumEECenergy derivation by oxidation of organic compounds97/2168318/187235.37e-203.58e-1797
GO:002290415EndometriumEECrespiratory electron transport chain52/2168114/187237.97e-204.78e-1752
GO:000609115EndometriumEECgeneration of precursor metabolites and energy125/2168490/187233.76e-181.88e-15125
GO:002290015EndometriumEECelectron transport chain61/2168175/187234.60e-161.84e-1361
GO:000170114EndometriumEECin utero embryonic development75/2168367/187235.86e-072.16e-0575
GO:200027814EndometriumEECregulation of DNA biosynthetic process29/2168106/187236.68e-061.58e-0429
GO:007189713EndometriumEECDNA biosynthetic process39/2168180/187237.68e-051.11e-0339
GO:200057314EndometriumEECpositive regulation of DNA biosynthetic process19/216866/187231.19e-041.59e-0319
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa034104EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
hsa0341011EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
hsa03410Oral cavityOSCCBase excision repair32/370444/84659.11e-053.25e-041.65e-0432
hsa034101Oral cavityOSCCBase excision repair32/370444/84659.11e-053.25e-041.65e-0432
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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
POLGSNVMissense_Mutationc.2993N>Gp.Ser998Trpp.S998WP54098protein_codingdeleterious(0.01)probably_damaging(0.953)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
POLGSNVMissense_Mutationc.1488N>Tp.Lys496Asnp.K496NP54098protein_codingdeleterious(0)benign(0.052)TCGA-AO-A0J3-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
POLGSNVMissense_Mutationc.1013G>Ap.Arg338Lysp.R338KP54098protein_codingtolerated(1)benign(0)TCGA-BH-A209-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POLGSNVMissense_Mutationnovelc.736C>Tp.Pro246Serp.P246SP54098protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-C8-A8HR-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
POLGSNVMissense_Mutationc.653N>Tp.Ser218Leup.S218LP54098protein_codingtolerated(0.22)benign(0.041)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
POLGinsertionNonsense_Mutationnovelc.1805_1806insGTATTTTTAATTCAGTCACCCp.Leu602_Met603insTyrPheTerPheSerHisProp.L602_M603insYF*FSHPP54098protein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
POLGSNVMissense_Mutationrs757987765c.3004N>Ap.Glu1002Lysp.E1002KP54098protein_codingtolerated(0.12)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
POLGSNVMissense_Mutationrs373316463c.3257C>Tp.Ser1086Leup.S1086LP54098protein_codingtolerated(0.2)benign(0.094)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
POLGSNVMissense_Mutationnovelc.1221N>Gp.Phe407Leup.F407LP54098protein_codingtolerated(0.72)benign(0.368)TCGA-VS-A9V1-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
POLGSNVMissense_Mutationnovelc.2193C>Ap.Ser731Argp.S731RP54098protein_codingtolerated(0.43)benign(0.054)TCGA-ZJ-A8QO-01Cervixcervical & endocervical cancerFemale>=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
5428POLGENZYMEValproic Acid
5428POLGENZYMEKASANOSIN AKASANOSIN A18308572
5428POLGENZYMEdivalproex sodium
5428POLGENZYMEKASANOSIN BKASANOSIN B18308572
5428POLGENZYMEvalproic acid23448099,21357833,21686371,21455106,21038416,19054397,18208989,20138553
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