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: TRMT10B

Gene summary for TRMT10B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRMT10B

Gene ID

158234

Gene nametRNA methyltransferase 10B
Gene AliasRG9MTD3
Cytomap9p13.2
Gene Typeprotein-coding
GO ID

GO:0001510

UniProtAcc

Q6PF06


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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
158234TRMT10BLZE4THumanEsophagusESCC3.05e-051.86e-010.0811
158234TRMT10BLZE5THumanEsophagusESCC5.16e-073.78e-010.0514
158234TRMT10BLZE8THumanEsophagusESCC4.03e-041.08e-010.067
158234TRMT10BLZE24THumanEsophagusESCC2.07e-122.42e-010.0596
158234TRMT10BP1T-EHumanEsophagusESCC2.95e-032.41e-010.0875
158234TRMT10BP2T-EHumanEsophagusESCC2.05e-182.75e-010.1177
158234TRMT10BP4T-EHumanEsophagusESCC2.40e-051.40e-010.1323
158234TRMT10BP8T-EHumanEsophagusESCC1.49e-091.87e-010.0889
158234TRMT10BP9T-EHumanEsophagusESCC2.66e-071.12e-010.1131
158234TRMT10BP10T-EHumanEsophagusESCC2.70e-152.43e-010.116
158234TRMT10BP11T-EHumanEsophagusESCC4.57e-062.43e-010.1426
158234TRMT10BP12T-EHumanEsophagusESCC7.30e-101.76e-010.1122
158234TRMT10BP15T-EHumanEsophagusESCC1.08e-131.55e-010.1149
158234TRMT10BP16T-EHumanEsophagusESCC9.76e-081.87e-010.1153
158234TRMT10BP17T-EHumanEsophagusESCC3.85e-041.37e-010.1278
158234TRMT10BP20T-EHumanEsophagusESCC1.42e-101.59e-010.1124
158234TRMT10BP21T-EHumanEsophagusESCC1.21e-081.27e-010.1617
158234TRMT10BP22T-EHumanEsophagusESCC1.74e-172.20e-010.1236
158234TRMT10BP23T-EHumanEsophagusESCC3.24e-112.19e-010.108
158234TRMT10BP24T-EHumanEsophagusESCC5.59e-121.13e-010.1287
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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
∗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:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00080333EsophagusESCCtRNA processing92/8552127/187237.83e-101.93e-0892
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:00015101EsophagusESCCRNA methylation58/855283/187236.87e-066.94e-0558
GO:00064002EsophagusESCCtRNA modification62/855290/187237.02e-067.04e-0562
GO:00304881EsophagusESCCtRNA methylation30/855241/187233.27e-041.93e-0330
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:0008033LiverHCCtRNA processing87/7958127/187232.66e-097.23e-0887
GO:00434141LiverHCCmacromolecule methylation183/7958316/187232.00e-084.72e-07183
GO:0032259LiverHCCmethylation206/7958364/187233.35e-087.53e-07206
GO:0006399LiverHCCtRNA metabolic process108/7958179/187231.07e-061.59e-05108
GO:0009451LiverHCCRNA modification101/7958167/187232.02e-062.78e-05101
GO:0006400LiverHCCtRNA modification60/795890/187233.09e-064.09e-0560
GO:0001510LiverHCCRNA methylation53/795883/187236.96e-056.29e-0453
GO:0030488LiverHCCtRNA methylation29/795841/187232.38e-041.79e-0329
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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
TRMT10BSNVMissense_Mutationnovelc.120N>Cp.Gln40Hisp.Q40HQ6PF06protein_codingtolerated(0.08)benign(0.075)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TRMT10BSNVMissense_Mutationrs777987343c.198N>Cp.Gln66Hisp.Q66HQ6PF06protein_codingdeleterious(0.03)possibly_damaging(0.628)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TRMT10BSNVMissense_Mutationnovelc.383N>Tp.Cys128Phep.C128FQ6PF06protein_codingdeleterious(0)possibly_damaging(0.812)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
TRMT10BSNVMissense_Mutationc.377G>Tp.Arg126Ilep.R126IQ6PF06protein_codingdeleterious(0)benign(0.293)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TRMT10BSNVMissense_Mutationnovelc.828A>Gp.Ile276Metp.I276MQ6PF06protein_codingdeleterious(0.04)benign(0.378)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
TRMT10BSNVMissense_Mutationrs747899671c.266N>Ap.Arg89Glnp.R89QQ6PF06protein_codingdeleterious(0)probably_damaging(0.998)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
TRMT10BSNVMissense_Mutationrs370222676c.111N>Tp.Gln37Hisp.Q37HQ6PF06protein_codingtolerated(0.06)possibly_damaging(0.459)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TRMT10BdeletionFrame_Shift_Delc.469delNp.Ala159LeufsTer23p.A159Lfs*23Q6PF06protein_codingTCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TRMT10BSNVMissense_Mutationrs367875883c.691N>Ap.Gly231Serp.G231SQ6PF06protein_codingdeleterious(0)probably_damaging(0.975)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TRMT10BSNVMissense_Mutationc.248N>Tp.Arg83Ilep.R83IQ6PF06protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<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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