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: THOC5

Gene summary for THOC5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THOC5

Gene ID

8563

Gene nameTHO complex 5
Gene AliasC22orf19
Cytomap22q12.2
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

A0A024R1D6


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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
8563THOC5LZE4THumanEsophagusESCC2.73e-071.80e-010.0811
8563THOC5LZE7THumanEsophagusESCC1.59e-155.03e-010.0667
8563THOC5LZE8THumanEsophagusESCC3.30e-028.89e-020.067
8563THOC5LZE24THumanEsophagusESCC5.17e-102.53e-010.0596
8563THOC5LZE21THumanEsophagusESCC4.00e-031.74e-010.0655
8563THOC5P2T-EHumanEsophagusESCC5.72e-142.33e-010.1177
8563THOC5P4T-EHumanEsophagusESCC4.30e-153.37e-010.1323
8563THOC5P5T-EHumanEsophagusESCC2.15e-059.44e-020.1327
8563THOC5P8T-EHumanEsophagusESCC8.04e-111.72e-010.0889
8563THOC5P9T-EHumanEsophagusESCC3.11e-122.58e-010.1131
8563THOC5P10T-EHumanEsophagusESCC1.11e-264.17e-010.116
8563THOC5P11T-EHumanEsophagusESCC4.72e-073.17e-010.1426
8563THOC5P12T-EHumanEsophagusESCC2.08e-152.95e-010.1122
8563THOC5P15T-EHumanEsophagusESCC1.90e-295.50e-010.1149
8563THOC5P16T-EHumanEsophagusESCC5.84e-173.32e-010.1153
8563THOC5P17T-EHumanEsophagusESCC1.58e-073.40e-010.1278
8563THOC5P19T-EHumanEsophagusESCC1.88e-033.43e-010.1662
8563THOC5P20T-EHumanEsophagusESCC1.04e-133.04e-010.1124
8563THOC5P21T-EHumanEsophagusESCC1.32e-112.38e-010.1617
8563THOC5P22T-EHumanEsophagusESCC1.67e-163.71e-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
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
∗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:001094811Oral cavityLPnegative regulation of cell cycle process95/4623294/187231.80e-031.37e-0295
GO:190198912Oral cavityLPpositive regulation of cell cycle phase transition42/4623115/187233.06e-032.09e-0242
GO:190198811Oral cavityLPnegative regulation of cell cycle phase transition80/4623249/187234.63e-032.94e-0280
GO:000007511Oral cavityLPcell cycle checkpoint57/4623169/187235.05e-033.14e-0257
GO:003278411Oral cavityLPregulation of DNA-templated transcription, elongation22/462353/187235.20e-033.19e-0222
GO:200102111Oral cavityLPnegative regulation of response to DNA damage stimulus30/462381/187238.95e-034.82e-0230
GO:004578715Oral cavityLPpositive regulation of cell cycle96/4623313/187239.08e-034.85e-0296
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0301321EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa0301331EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa03013LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa030131LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa030136Oral cavityOSCCNucleocytoplasmic transport82/3704108/84657.93e-121.33e-106.77e-1182
hsa0301311Oral cavityOSCCNucleocytoplasmic transport82/3704108/84657.93e-121.33e-106.77e-1182
hsa030132Oral cavityLPNucleocytoplasmic transport53/2418108/84654.68e-064.10e-052.64e-0553
hsa030133Oral cavityLPNucleocytoplasmic transport53/2418108/84654.68e-064.10e-052.64e-0553
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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
THOC5SNVMissense_Mutationc.25N>Gp.Arg9Glyp.R9GQ13769protein_codingdeleterious(0)probably_damaging(0.924)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
THOC5SNVMissense_Mutationc.639G>Cp.Glu213Aspp.E213DQ13769protein_codingtolerated(0.12)benign(0.177)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
THOC5insertionFrame_Shift_Insnovelc.727_728insAp.Val243AspfsTer17p.V243Dfs*17Q13769protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
THOC5insertionIn_Frame_Insnovelc.725_726insTGTGGCTGCAGATGACGAGAGTGACTCAGATGCCGAGGAp.Val243_Gln244insAlaAlaAspAspGluSerAspSerAspAlaGluGluValp.V243_Q244insAADDESDSDAEEVQ13769protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
THOC5insertionFrame_Shift_Insnovelc.206_207insGGp.Ile69MetfsTer5p.I69Mfs*5Q13769protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
THOC5insertionFrame_Shift_Insnovelc.205_206insCATTTGTAAATTTGATAAGAATCCCTTCTGAGTCTTTAATTCAp.Ile69ThrfsTer48p.I69Tfs*48Q13769protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
THOC5SNVMissense_Mutationnovelc.1003N>Ap.Asp335Asnp.D335NQ13769protein_codingtolerated(0.08)possibly_damaging(0.878)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
THOC5SNVMissense_Mutationc.352G>Ap.Glu118Lysp.E118KQ13769protein_codingtolerated(0.07)probably_damaging(0.98)TCGA-EA-A3HR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
THOC5SNVMissense_Mutationnovelc.1294N>Ap.Asp432Asnp.D432NQ13769protein_codingtolerated(0.07)possibly_damaging(0.617)TCGA-A6-3807-01Colorectumcolon adenocarcinomaFemale<65III/IVAncillaryleucovorinSD
THOC5SNVMissense_Mutationc.1957N>Tp.Pro653Serp.P653SQ13769protein_codingtolerated(0.05)benign(0.386)TCGA-AA-3492-01Colorectumcolon 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
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