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: TRMT11

Gene summary for TRMT11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRMT11

Gene ID

60487

Gene nametRNA methyltransferase 11 homolog
Gene AliasC6orf75
Cytomap6q22.32
Gene Typeprotein-coding
GO ID

GO:0001510

UniProtAcc

Q7Z4G4


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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
60487TRMT11CCI_2HumanCervixCC3.02e-035.96e-010.5249
60487TRMT11CCI_3HumanCervixCC1.12e-098.23e-010.516
60487TRMT11LZE7THumanEsophagusESCC4.50e-062.44e-010.0667
60487TRMT11LZE8THumanEsophagusESCC3.11e-061.05e-010.067
60487TRMT11LZE24THumanEsophagusESCC2.62e-141.99e-010.0596
60487TRMT11LZE6THumanEsophagusESCC3.12e-036.57e-020.0845
60487TRMT11P2T-EHumanEsophagusESCC8.45e-102.11e-010.1177
60487TRMT11P4T-EHumanEsophagusESCC2.00e-183.13e-010.1323
60487TRMT11P5T-EHumanEsophagusESCC2.55e-141.70e-010.1327
60487TRMT11P8T-EHumanEsophagusESCC6.27e-081.25e-010.0889
60487TRMT11P9T-EHumanEsophagusESCC6.82e-085.51e-020.1131
60487TRMT11P10T-EHumanEsophagusESCC1.84e-162.52e-010.116
60487TRMT11P11T-EHumanEsophagusESCC5.71e-112.35e-010.1426
60487TRMT11P12T-EHumanEsophagusESCC5.28e-173.28e-010.1122
60487TRMT11P15T-EHumanEsophagusESCC6.58e-086.11e-020.1149
60487TRMT11P16T-EHumanEsophagusESCC2.14e-173.13e-010.1153
60487TRMT11P17T-EHumanEsophagusESCC1.77e-031.96e-010.1278
60487TRMT11P19T-EHumanEsophagusESCC6.11e-062.72e-010.1662
60487TRMT11P20T-EHumanEsophagusESCC2.54e-128.55e-020.1124
60487TRMT11P21T-EHumanEsophagusESCC1.39e-113.80e-010.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00226139BreastPrecancerribonucleoprotein complex biogenesis79/1080463/187232.11e-181.03e-1579
GO:00422549BreastPrecancerribosome biogenesis52/1080299/187237.35e-131.51e-1052
GO:00063646BreastPrecancerrRNA processing35/1080225/187237.90e-084.60e-0635
GO:00160726BreastPrecancerrRNA metabolic process36/1080236/187238.59e-084.84e-0636
GO:00344705BreastPrecancerncRNA processing42/1080395/187239.91e-051.83e-0342
GO:00346604BreastPrecancerncRNA metabolic process45/1080485/187231.15e-031.26e-0245
GO:002261314BreastIDCribonucleoprotein complex biogenesis83/1434463/187232.01e-135.20e-1183
GO:004225414BreastIDCribosome biogenesis52/1434299/187231.90e-081.32e-0652
GO:000636414BreastIDCrRNA processing35/1434225/187234.59e-051.03e-0335
GO:001607214BreastIDCrRNA metabolic process36/1434236/187235.48e-051.17e-0336
GO:002261324BreastDCISribonucleoprotein complex biogenesis83/1390463/187233.65e-141.09e-1183
GO:004225423BreastDCISribosome biogenesis52/1390299/187236.73e-095.44e-0752
GO:000636422BreastDCISrRNA processing35/1390225/187232.41e-055.62e-0435
GO:001607222BreastDCISrRNA metabolic process36/1390236/187232.86e-056.42e-0436
GO:003447011BreastDCISncRNA processing44/1390395/187234.56e-033.49e-0244
GO:002261310CervixCCribonucleoprotein complex biogenesis88/2311463/187232.11e-053.82e-0488
GO:004225410CervixCCribosome biogenesis62/2311299/187232.48e-054.27e-0462
GO:00165705CervixCChistone modification84/2311463/187231.70e-042.01e-0384
GO:00349685CervixCChistone lysine methylation27/2311115/187236.61e-046.09e-0327
GO:00165715CervixCChistone methylation30/2311141/187231.88e-031.39e-0230
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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
TRMT11SNVMissense_Mutationc.317N>Tp.Ser106Phep.S106FQ7Z4G4protein_codingtolerated(0.07)benign(0.153)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
TRMT11SNVMissense_Mutationrs759177203c.824G>Ap.Arg275Hisp.R275HQ7Z4G4protein_codingtolerated(0.12)probably_damaging(0.986)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRMT11SNVMissense_Mutationrs144488568c.380G>Ap.Arg127Glnp.R127QQ7Z4G4protein_codingdeleterious(0.02)benign(0.322)TCGA-ZX-AA5X-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TRMT11SNVMissense_Mutationc.367G>Ap.Glu123Lysp.E123KQ7Z4G4protein_codingtolerated(0.11)benign(0.077)TCGA-A6-2677-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
TRMT11SNVMissense_Mutationc.429N>Tp.Lys143Asnp.K143NQ7Z4G4protein_codingtolerated(0.18)possibly_damaging(0.466)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TRMT11SNVMissense_Mutationnovelc.333N>Tp.Lys111Asnp.K111NQ7Z4G4protein_codingtolerated(0.61)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TRMT11SNVMissense_Mutationc.167C>Ap.Ser56Tyrp.S56YQ7Z4G4protein_codingdeleterious(0.04)possibly_damaging(0.87)TCGA-DC-5869-01Colorectumrectum adenocarcinomaFemale<65III/IVUnknownUnknownSD
TRMT11SNVMissense_Mutationc.923N>Tp.Asp308Valp.D308VQ7Z4G4protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0GW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRMT11SNVMissense_Mutationnovelc.185N>Cp.Asn62Thrp.N62TQ7Z4G4protein_codingtolerated(0.35)benign(0.052)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRMT11SNVMissense_Mutationnovelc.219A>Gp.Ile73Metp.I73MQ7Z4G4protein_codingtolerated(0.16)benign(0.097)TCGA-AJ-A3EL-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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