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: THG1L

Gene summary for THG1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THG1L

Gene ID

54974

Gene nametRNA-histidine guanylyltransferase 1 like
Gene AliasICF45
Cytomap5q33.3
Gene Typeprotein-coding
GO ID

GO:0000966

UniProtAcc

B4E366


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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
54974THG1LLZE4THumanEsophagusESCC5.21e-055.88e-020.0811
54974THG1LLZE24THumanEsophagusESCC2.32e-091.87e-010.0596
54974THG1LLZE21THumanEsophagusESCC7.91e-041.34e-010.0655
54974THG1LLZE6THumanEsophagusESCC2.29e-031.16e-010.0845
54974THG1LP2T-EHumanEsophagusESCC6.00e-254.13e-010.1177
54974THG1LP4T-EHumanEsophagusESCC1.49e-192.73e-010.1323
54974THG1LP5T-EHumanEsophagusESCC1.03e-081.83e-010.1327
54974THG1LP8T-EHumanEsophagusESCC1.62e-071.11e-010.0889
54974THG1LP9T-EHumanEsophagusESCC7.80e-091.62e-010.1131
54974THG1LP10T-EHumanEsophagusESCC3.53e-081.58e-010.116
54974THG1LP11T-EHumanEsophagusESCC9.88e-155.46e-010.1426
54974THG1LP12T-EHumanEsophagusESCC4.16e-141.67e-010.1122
54974THG1LP15T-EHumanEsophagusESCC3.16e-152.48e-010.1149
54974THG1LP16T-EHumanEsophagusESCC2.84e-161.70e-010.1153
54974THG1LP17T-EHumanEsophagusESCC1.32e-052.42e-010.1278
54974THG1LP19T-EHumanEsophagusESCC6.84e-063.91e-010.1662
54974THG1LP20T-EHumanEsophagusESCC1.37e-081.72e-010.1124
54974THG1LP21T-EHumanEsophagusESCC4.18e-253.34e-010.1617
54974THG1LP22T-EHumanEsophagusESCC3.01e-131.37e-010.1236
54974THG1LP23T-EHumanEsophagusESCC1.38e-184.01e-010.108
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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
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:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:00080333EsophagusESCCtRNA processing92/8552127/187237.83e-101.93e-0892
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:00482844EsophagusESCCorganelle fusion94/8552141/187233.72e-075.16e-0694
GO:00064002EsophagusESCCtRNA modification62/855290/187237.02e-067.04e-0562
GO:00344713EsophagusESCCncRNA 5'-end processing18/855221/187231.81e-041.16e-0318
GO:00009663EsophagusESCCRNA 5'-end processing19/855223/187233.12e-041.85e-0319
GO:00991163EsophagusESCCtRNA 5'-end processing14/855216/187236.78e-043.56e-0314
GO:00512623EsophagusESCCprotein tetramerization54/855287/187231.50e-037.06e-0354
GO:00080532EsophagusESCCmitochondrial fusion20/855227/187232.61e-031.11e-0220
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:000697922LiverHCCresponse to oxidative stress281/7958446/187239.75e-191.24e-16281
GO:0008033LiverHCCtRNA processing87/7958127/187232.66e-097.23e-0887
GO:0006399LiverHCCtRNA metabolic process108/7958179/187231.07e-061.59e-05108
GO:0009451LiverHCCRNA modification101/7958167/187232.02e-062.78e-05101
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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
THG1LSNVMissense_Mutationnovelc.535G>Ap.Asp179Asnp.D179NQ9NWX6protein_codingdeleterious(0)probably_damaging(0.986)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
THG1LSNVMissense_Mutationc.191N>Cp.Arg64Prop.R64PQ9NWX6protein_codingdeleterious(0)probably_damaging(0.949)TCGA-E9-A1R5-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
THG1LinsertionNonsense_Mutationnovelc.616_617insTAACGCGGTAGCCAATGAGTGCp.Gly206ValfsTer4p.G206Vfs*4Q9NWX6protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
THG1LSNVMissense_Mutationc.569N>Cp.Phe190Serp.F190SQ9NWX6protein_codingdeleterious(0)probably_damaging(0.974)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
THG1LSNVMissense_Mutationnovelc.742N>Ap.Glu248Lysp.E248KQ9NWX6protein_codingtolerated(0.07)benign(0.332)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
THG1LSNVMissense_Mutationc.488N>Gp.Tyr163Cysp.Y163CQ9NWX6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
THG1LSNVMissense_Mutationnovelc.697C>Tp.Pro233Serp.P233SQ9NWX6protein_codingtolerated(0.48)benign(0.003)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
THG1LSNVMissense_Mutationnovelc.83N>Tp.Ala28Valp.A28VQ9NWX6protein_codingtolerated(0.27)benign(0)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
THG1LSNVMissense_Mutationrs201525305c.176G>Ap.Gly59Aspp.G59DQ9NWX6protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
THG1LdeletionFrame_Shift_Delc.20_24delTTAAGp.Val7GlyfsTer36p.V7Gfs*36Q9NWX6protein_codingTCGA-CK-6747-01Colorectumcolon 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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