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: THOC6

Gene summary for THOC6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THOC6

Gene ID

79228

Gene nameTHO complex 6
Gene AliasWDR58
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q86W42


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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
79228THOC6LZE2THumanEsophagusESCC1.73e-022.20e-010.082
79228THOC6LZE4THumanEsophagusESCC8.45e-093.23e-010.0811
79228THOC6LZE7THumanEsophagusESCC1.43e-052.09e-010.0667
79228THOC6LZE8THumanEsophagusESCC4.70e-084.17e-010.067
79228THOC6LZE20THumanEsophagusESCC9.24e-072.38e-010.0662
79228THOC6LZE22D1HumanEsophagusHGIN6.05e-047.71e-020.0595
79228THOC6LZE24THumanEsophagusESCC3.01e-144.45e-010.0596
79228THOC6LZE21THumanEsophagusESCC2.49e-033.47e-010.0655
79228THOC6LZE6THumanEsophagusESCC1.47e-043.48e-010.0845
79228THOC6P1T-EHumanEsophagusESCC4.11e-044.13e-010.0875
79228THOC6P2T-EHumanEsophagusESCC1.20e-551.21e+000.1177
79228THOC6P4T-EHumanEsophagusESCC1.45e-226.57e-010.1323
79228THOC6P5T-EHumanEsophagusESCC3.66e-286.58e-010.1327
79228THOC6P8T-EHumanEsophagusESCC2.36e-295.56e-010.0889
79228THOC6P9T-EHumanEsophagusESCC5.94e-173.37e-010.1131
79228THOC6P10T-EHumanEsophagusESCC7.17e-335.37e-010.116
79228THOC6P11T-EHumanEsophagusESCC7.27e-171.00e+000.1426
79228THOC6P12T-EHumanEsophagusESCC2.68e-471.10e+000.1122
79228THOC6P15T-EHumanEsophagusESCC3.12e-256.99e-010.1149
79228THOC6P16T-EHumanEsophagusESCC3.44e-214.03e-010.1153
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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
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:000838026EsophagusHGINRNA splicing160/2587434/187233.74e-341.12e-30160
GO:000640320EsophagusHGINRNA localization66/2587201/187234.06e-125.41e-1066
GO:000691319EsophagusHGINnucleocytoplasmic transport83/2587301/187232.14e-101.97e-0883
GO:005116919EsophagusHGINnuclear transport83/2587301/187232.14e-101.97e-0883
GO:005116819EsophagusHGINnuclear export48/2587154/187232.21e-081.34e-0648
GO:005065716EsophagusHGINnucleic acid transport49/2587163/187235.71e-083.06e-0649
GO:005065816EsophagusHGINRNA transport49/2587163/187235.71e-083.06e-0649
GO:005123616EsophagusHGINestablishment of RNA localization49/2587166/187231.07e-075.47e-0649
GO:00510288EsophagusHGINmRNA transport40/2587130/187234.67e-072.07e-0540
GO:004440326EsophagusHGINbiological process involved in symbiotic interaction71/2587290/187237.09e-073.00e-0571
GO:001593116EsophagusHGINnucleobase-containing compound transport57/2587222/187231.76e-066.52e-0557
GO:005170127EsophagusHGINbiological process involved in interaction with host51/2587203/187231.16e-053.29e-0451
GO:00711665EsophagusHGINribonucleoprotein complex localization23/258777/187232.00e-043.72e-0323
GO:00315035EsophagusHGINprotein-containing complex localization50/2587220/187232.18e-043.98e-0350
GO:00714265EsophagusHGINribonucleoprotein complex export from nucleus22/258776/187234.44e-046.62e-0322
GO:00064056EsophagusHGINRNA export from nucleus23/258784/187237.90e-041.03e-0223
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:0006403110EsophagusESCCRNA localization166/8552201/187231.95e-276.18e-25166
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030137EsophagusHGINNucleocytoplasmic transport31/1383108/84658.29e-047.95e-036.31e-0331
hsa0301312EsophagusHGINNucleocytoplasmic transport31/1383108/84658.29e-047.95e-036.31e-0331
hsa0301321EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa0301331EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
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
THOC6insertionFrame_Shift_Insnovelc.649_650insTACATGCAGAGGGTCCTCCGGGGCCACACAGACTACATCCACTGp.Pro217LeufsTer69p.P217Lfs*69Q86W42protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
THOC6insertionIn_Frame_Insnovelc.378_379insTTTCATACGTCCCAGGCAGGCCTCATCCAGTCTTTCp.Val126_Pro127insPheHisThrSerGlnAlaGlyLeuIleGlnSerPhep.V126_P127insFHTSQAGLIQSFQ86W42protein_codingTCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
THOC6SNVMissense_Mutationrs374952281c.346C>Tp.Arg116Cysp.R116CQ86W42protein_codingtolerated(0.15)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
THOC6SNVMissense_Mutationc.190N>Ap.Glu64Lysp.E64KQ86W42protein_codingtolerated(0.35)benign(0.01)TCGA-AA-3712-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
THOC6SNVMissense_Mutationc.419N>Tp.Ser140Phep.S140FQ86W42protein_codingdeleterious(0.02)benign(0.416)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
THOC6SNVMissense_Mutationc.414N>Tp.Glu138Aspp.E138DQ86W42protein_codingtolerated(1)benign(0)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
THOC6SNVMissense_Mutationrs780072471c.644C>Tp.Ser215Leup.S215LQ86W42protein_codingdeleterious(0.05)benign(0.017)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
THOC6SNVMissense_Mutationc.256N>Ap.Asp86Asnp.D86NQ86W42protein_codingdeleterious(0.01)benign(0.119)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
THOC6SNVMissense_Mutationrs780815492c.592N>Tp.Arg198Cysp.R198CQ86W42protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
THOC6SNVMissense_Mutationrs772081227c.1004N>Ap.Arg335Glnp.R335QQ86W42protein_codingdeleterious(0.01)possibly_damaging(0.886)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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