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: CTU1

Gene summary for CTU1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CTU1

Gene ID

90353

Gene namecytosolic thiouridylase subunit 1
Gene AliasATPBD3
Cytomap19q13.41
Gene Typeprotein-coding
GO ID

GO:0002097

UniProtAcc

Q7Z7A3


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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
90353CTU1C30HumanOral cavityOSCC2.95e-229.77e-010.3055
90353CTU1C38HumanOral cavityOSCC1.17e-046.13e-010.172
90353CTU1C43HumanOral cavityOSCC1.27e-113.68e-010.1704
90353CTU1C08HumanOral cavityOSCC2.59e-113.42e-010.1919
90353CTU1SYSMH1HumanOral cavityOSCC1.69e-082.38e-010.1127
90353CTU1SYSMH2HumanOral cavityOSCC1.48e-196.14e-010.2326
90353CTU1SYSMH3HumanOral cavityOSCC1.49e-237.44e-010.2442
90353CTU1SYSMH4HumanOral cavityOSCC3.20e-061.46e-010.1226
90353CTU1SYSMH5HumanOral cavityOSCC4.42e-032.44e-010.0647
90353CTU1SYSMH6HumanOral cavityOSCC2.31e-042.20e-010.1275
90353CTU1PTC01HumanThyroidPTC5.32e-071.66e-010.1899
90353CTU1PTC04HumanThyroidPTC2.43e-031.49e-010.1927
90353CTU1PTC05HumanThyroidPTC1.07e-104.12e-010.2065
90353CTU1PTC06HumanThyroidPTC1.50e-163.53e-010.2057
90353CTU1PTC07HumanThyroidPTC2.18e-223.78e-010.2044
90353CTU1ATC09HumanThyroidATC6.58e-135.13e-010.2871
90353CTU1ATC11HumanThyroidATC3.14e-032.91e-010.3386
90353CTU1ATC12HumanThyroidATC3.70e-071.83e-010.34
90353CTU1ATC13HumanThyroidATC5.88e-091.64e-010.34
90353CTU1ATC1HumanThyroidATC1.02e-146.00e-010.2878
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:00080332Oral cavityOSCCtRNA processing78/7305127/187232.56e-074.00e-0678
GO:00063991Oral cavityOSCCtRNA metabolic process101/7305179/187231.65e-062.15e-05101
GO:00094511Oral cavityOSCCRNA modification95/7305167/187232.05e-062.62e-0595
GO:00064001Oral cavityOSCCtRNA modification53/730590/187231.04e-047.70e-0453
GO:003447018ThyroidPTCncRNA processing215/5968395/187237.14e-211.22e-18215
GO:00346608ThyroidPTCncRNA metabolic process239/5968485/187235.54e-164.26e-14239
GO:003447021ThyroidATCncRNA processing216/6293395/187233.14e-183.98e-16216
GO:003466021ThyroidATCncRNA metabolic process240/6293485/187232.03e-139.91e-12240
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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
CTU1SNVMissense_Mutationc.109N>Ap.Glu37Lysp.E37KQ7Z7A3protein_codingdeleterious(0.01)benign(0.02)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CTU1SNVMissense_Mutationc.484N>Ap.Val162Metp.V162MQ7Z7A3protein_codingtolerated(0.09)possibly_damaging(0.561)TCGA-NH-A8F7-06ColorectumNANANANANANANA
CTU1SNVMissense_Mutationnovelc.14C>Tp.Pro5Leup.P5LQ7Z7A3protein_codingtolerated(0.36)benign(0)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
CTU1SNVMissense_Mutationnovelc.11N>Tp.Pro4Leup.P4LQ7Z7A3protein_codingtolerated(0.08)benign(0.028)TCGA-EY-A1GQ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapytaxolSD
CTU1SNVMissense_Mutationnovelc.530C>Tp.Ala177Valp.A177VQ7Z7A3protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EY-A215-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CTU1SNVMissense_Mutationc.571N>Tp.Arg191Trpp.R191WQ7Z7A3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-33-4532-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
CTU1SNVMissense_Mutationnovelc.524N>Gp.Asp175Glyp.D175GQ7Z7A3protein_codingdeleterious(0)possibly_damaging(0.795)TCGA-BR-4361-01Stomachstomach adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CTU1SNVMissense_Mutationnovelc.478N>Tp.Arg160Cysp.R160CQ7Z7A3protein_codingtolerated(0.11)benign(0.006)TCGA-VQ-AA68-01Stomachstomach adenocarcinomaFemale<65III/IVChemotherapyfluorouracilCR
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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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