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: POLRMT

Gene summary for POLRMT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POLRMT

Gene ID

5442

Gene nameRNA polymerase mitochondrial
Gene AliasAPOLMT
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000959

UniProtAcc

O00411


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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
5442POLRMTP61T-EHumanEsophagusESCC9.26e-152.93e-010.099
5442POLRMTP62T-EHumanEsophagusESCC2.46e-243.67e-010.1302
5442POLRMTP65T-EHumanEsophagusESCC6.43e-061.12e-010.0978
5442POLRMTP74T-EHumanEsophagusESCC3.81e-051.36e-010.1479
5442POLRMTP75T-EHumanEsophagusESCC3.60e-132.08e-010.1125
5442POLRMTP76T-EHumanEsophagusESCC7.90e-037.06e-020.1207
5442POLRMTP80T-EHumanEsophagusESCC5.57e-102.68e-010.155
5442POLRMTP83T-EHumanEsophagusESCC1.56e-245.55e-010.1738
5442POLRMTP89T-EHumanEsophagusESCC6.02e-084.26e-010.1752
5442POLRMTP91T-EHumanEsophagusESCC1.76e-085.85e-010.1828
5442POLRMTP94T-EHumanEsophagusESCC2.96e-044.61e-010.0879
5442POLRMTP104T-EHumanEsophagusESCC9.44e-052.29e-010.0931
5442POLRMTP107T-EHumanEsophagusESCC3.64e-183.35e-010.171
5442POLRMTP126T-EHumanEsophagusESCC4.04e-083.91e-010.1125
5442POLRMTP127T-EHumanEsophagusESCC3.92e-071.31e-010.0826
5442POLRMTP128T-EHumanEsophagusESCC2.93e-103.08e-010.1241
5442POLRMTP130T-EHumanEsophagusESCC2.27e-213.62e-010.1676
5442POLRMTHCC1_MengHumanLiverHCC1.05e-18-7.62e-030.0246
5442POLRMTHCC2_MengHumanLiverHCC4.16e-096.60e-020.0107
5442POLRMTHCC2HumanLiverHCC1.03e-073.52e+000.5341
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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
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:014005313EsophagusESCCmitochondrial gene expression93/8552108/187231.96e-182.03e-1693
GO:00009592EsophagusESCCmitochondrial RNA metabolic process39/855249/187231.20e-061.49e-0539
GO:01400531LiverHCCmitochondrial gene expression82/7958108/187231.49e-127.20e-1182
GO:0000959LiverHCCmitochondrial RNA metabolic process30/795849/187236.31e-032.57e-0230
GO:01400536ThyroidPTCmitochondrial gene expression51/5968108/187236.04e-043.83e-0351
GO:014005314ThyroidATCmitochondrial gene expression51/6293108/187232.26e-031.06e-0251
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
POLRMTSNVMissense_Mutationnovelc.722N>Ap.Leu241Hisp.L241HO00411protein_codingtolerated(0.13)probably_damaging(0.921)TCGA-A7-A2KD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
POLRMTSNVMissense_Mutationc.3281N>Tp.Gly1094Valp.G1094VO00411protein_codingdeleterious(0.01)possibly_damaging(0.579)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
POLRMTSNVMissense_Mutationnovelc.226G>Ap.Glu76Lysp.E76KO00411protein_codingtolerated(0.09)benign(0.24)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
POLRMTSNVMissense_Mutationnovelc.2681N>Gp.Thr894Argp.T894RO00411protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POLRMTSNVMissense_Mutationrs771810687c.3310N>Ap.Gly1104Argp.G1104RO00411protein_codingtolerated(0.35)benign(0.153)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
POLRMTSNVMissense_Mutationc.503N>Ap.Ser168Asnp.S168NO00411protein_codingtolerated(0.41)benign(0)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POLRMTSNVMissense_Mutationnovelc.2092N>Ap.Ala698Thrp.A698TO00411protein_codingtolerated(0.23)benign(0.124)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
POLRMTSNVMissense_Mutationc.2542N>Gp.Leu848Valp.L848VO00411protein_codingdeleterious(0)probably_damaging(0.98)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
POLRMTSNVMissense_Mutationc.324N>Cp.Gln108Hisp.Q108HO00411protein_codingdeleterious(0.04)benign(0)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
POLRMTSNVMissense_Mutationnovelc.2903G>Tp.Arg968Metp.R968MO00411protein_codingdeleterious(0.05)benign(0.145)TCGA-EA-A410-01Cervixcervical & 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
5442POLRMTNA2',2'-DIFLUORODEOXYCYTIDINE 5'-TRIPHOSPHATE2',2'-DIFLUORODEOXYCYTIDINE 5'-TRIPHOSPHATE25667954
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