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: TOP1MT

Gene summary for TOP1MT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TOP1MT

Gene ID

116447

Gene nameDNA topoisomerase I mitochondrial
Gene AliasTOP1MT
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q969P6


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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
116447TOP1MTHTA11_3410_2000001011HumanColorectumAD3.58e-041.62e-010.0155
116447TOP1MTHTA11_2951_2000001011HumanColorectumAD3.54e-023.76e-010.0216
116447TOP1MTHTA11_347_2000001011HumanColorectumAD2.23e-041.75e-01-0.1954
116447TOP1MTHTA11_3361_2000001011HumanColorectumAD4.45e-021.92e-01-0.1207
116447TOP1MTHTA11_1391_2000001011HumanColorectumAD1.57e-103.39e-01-0.059
116447TOP1MTHTA11_546_2000001011HumanColorectumAD5.66e-032.53e-01-0.0842
116447TOP1MTHTA11_866_3004761011HumanColorectumAD1.09e-123.69e-010.096
116447TOP1MTHTA11_8622_2000001021HumanColorectumSER6.37e-032.62e-010.0528
116447TOP1MTHTA11_7663_2000001011HumanColorectumSER1.52e-023.42e-010.0131
116447TOP1MTHTA11_10711_2000001011HumanColorectumAD6.68e-083.64e-010.0338
116447TOP1MTHTA11_7696_3000711011HumanColorectumAD7.58e-164.87e-010.0674
116447TOP1MTHTA11_11156_2000001011HumanColorectumAD5.83e-034.69e-010.0397
116447TOP1MTHTA11_6818_2000001021HumanColorectumAD2.63e-083.43e-010.0588
116447TOP1MTHTA11_99999970781_79442HumanColorectumMSS1.47e-113.44e-010.294
116447TOP1MTHTA11_99999965104_69814HumanColorectumMSS1.39e-032.75e-010.281
116447TOP1MTHTA11_99999971662_82457HumanColorectumMSS1.16e-298.38e-010.3859
116447TOP1MTHTA11_99999973899_84307HumanColorectumMSS6.94e-115.20e-010.2585
116447TOP1MTHTA11_99999974143_84620HumanColorectumMSS3.36e-175.35e-010.3005
116447TOP1MTLZE4THumanEsophagusESCC4.76e-113.15e-010.0811
116447TOP1MTLZE8THumanEsophagusESCC9.71e-041.12e-010.067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:000626011Oral cavityLPDNA replication97/4623260/187233.67e-067.75e-0597
GO:000626012SkincSCCDNA replication106/4864260/187231.18e-072.77e-06106
GO:00711031SkincSCCDNA conformation change96/4864290/187233.87e-032.07e-0296
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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
TOP1MTSNVMissense_Mutationnovelc.1127N>Cp.Arg376Thrp.R376TQ969P6protein_codingtolerated(0.54)benign(0.216)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
TOP1MTSNVMissense_Mutationc.1213A>Cp.Thr405Prop.T405PQ969P6protein_codingdeleterious(0)possibly_damaging(0.53)TCGA-D8-A1XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
TOP1MTinsertionIn_Frame_Insnovelc.1353_1354insGGCAAAACTCTCATGCTTTTATCATGGAATATGATGTTAp.Lys451_Ile452insGlyLysThrLeuMetLeuLeuSerTrpAsnMetMetLeup.K451_I452insGKTLMLLSWNMMLQ969P6protein_codingTCGA-B6-A0I5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TOP1MTSNVMissense_Mutationrs764616681c.416N>Tp.Thr139Metp.T139MQ969P6protein_codingdeleterious(0.03)possibly_damaging(0.893)TCGA-ZJ-AB0H-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TOP1MTSNVMissense_Mutationc.1390N>Gp.Ile464Valp.I464VQ969P6protein_codingtolerated(0.18)benign(0.009)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TOP1MTSNVMissense_Mutationc.524G>Tp.Gly175Valp.G175VQ969P6protein_codingdeleterious(0.04)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TOP1MTSNVMissense_Mutationc.538G>Cp.Asp180Hisp.D180HQ969P6protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TOP1MTSNVMissense_Mutationc.1003N>Ap.Ala335Thrp.A335TQ969P6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TOP1MTSNVMissense_Mutationc.122N>Ap.Arg41Lysp.R41KQ969P6protein_codingtolerated(0.4)benign(0.051)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
TOP1MTSNVMissense_Mutationc.692C>Tp.Pro231Leup.P231LQ969P6protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=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
116447TOP1MTDRUGGABLE GENOME, ENZYMETOPOTECANTOPOTECAN
116447TOP1MTDRUGGABLE GENOME, ENZYMELE-SN38
116447TOP1MTDRUGGABLE GENOME, ENZYMEPEG-SN38
116447TOP1MTDRUGGABLE GENOME, ENZYMEinhibitorCHEMBL1607TOPOTECAN HYDROCHLORIDE
116447TOP1MTDRUGGABLE GENOME, ENZYMEIRINOTECANIRINOTECAN
116447TOP1MTDRUGGABLE GENOME, ENZYMEPEG-IRINOTECAN
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