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: TRIM11

Gene summary for TRIM11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIM11

Gene ID

81559

Gene nametripartite motif containing 11
Gene AliasBIA1
Cytomap1q42.13
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q96F44


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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
81559TRIM11LZE7THumanEsophagusESCC4.35e-072.01e-010.0667
81559TRIM11LZE20THumanEsophagusESCC1.09e-071.95e-010.0662
81559TRIM11LZE21D1HumanEsophagusHGIN1.49e-021.98e-010.0632
81559TRIM11LZE24THumanEsophagusESCC4.30e-093.32e-010.0596
81559TRIM11LZE22D3HumanEsophagusHGIN4.34e-023.75e-010.0653
81559TRIM11LZE21THumanEsophagusESCC1.98e-022.78e-010.0655
81559TRIM11P1T-EHumanEsophagusESCC1.99e-105.34e-010.0875
81559TRIM11P2T-EHumanEsophagusESCC6.69e-202.76e-010.1177
81559TRIM11P4T-EHumanEsophagusESCC6.84e-081.44e-010.1323
81559TRIM11P5T-EHumanEsophagusESCC9.50e-183.65e-010.1327
81559TRIM11P8T-EHumanEsophagusESCC1.98e-131.58e-010.0889
81559TRIM11P9T-EHumanEsophagusESCC6.06e-132.31e-010.1131
81559TRIM11P10T-EHumanEsophagusESCC1.11e-192.23e-010.116
81559TRIM11P11T-EHumanEsophagusESCC1.92e-063.10e-010.1426
81559TRIM11P12T-EHumanEsophagusESCC9.70e-142.06e-010.1122
81559TRIM11P15T-EHumanEsophagusESCC1.69e-205.00e-010.1149
81559TRIM11P16T-EHumanEsophagusESCC3.82e-082.26e-010.1153
81559TRIM11P17T-EHumanEsophagusESCC5.87e-042.78e-010.1278
81559TRIM11P20T-EHumanEsophagusESCC1.65e-143.62e-010.1124
81559TRIM11P21T-EHumanEsophagusESCC1.05e-203.35e-010.1617
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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:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:001907611LiverHCCviral release from host cell28/795834/187232.21e-062.99e-0528
GO:003589011LiverHCCexit from host28/795834/187232.21e-062.99e-0528
GO:003589111LiverHCCexit from host cell28/795834/187232.21e-062.99e-0528
GO:004852511LiverHCCnegative regulation of viral process59/795892/187232.28e-052.41e-0459
GO:004440912LiverHCCentry into host88/7958151/187236.47e-055.91e-0488
GO:004671812LiverHCCviral entry into host cell83/7958144/187231.73e-041.36e-0383
GO:19021861LiverHCCregulation of viral release from host cell20/795826/187233.82e-042.61e-0320
GO:004390311LiverHCCregulation of biological process involved in symbiotic interaction45/795872/187234.86e-043.19e-0345
GO:0046782LiverHCCregulation of viral transcription15/795819/187231.36e-037.28e-0315
GO:00507674LiverHCCregulation of neurogenesis181/7958364/187233.00e-031.40e-02181
GO:190390212LiverHCCpositive regulation of viral life cycle20/795829/187233.61e-031.60e-0220
GO:19039013LiverHCCnegative regulation of viral life cycle17/795825/187238.94e-033.45e-0217
GO:005237211LiverHCCmodulation by symbiont of entry into host29/795849/187231.37e-024.86e-0229
GO:001603220Oral cavityOSCCviral process274/7305415/187232.42e-291.70e-26274
GO:001905820Oral cavityOSCCviral life cycle208/7305317/187234.59e-221.00e-19208
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:004440320Oral cavityOSCCbiological process involved in symbiotic interaction173/7305290/187236.80e-133.19e-11173
GO:005079220Oral cavityOSCCregulation of viral process109/7305164/187238.95e-134.10e-11109
GO:001908010Oral cavityOSCCviral gene expression69/730594/187231.26e-114.44e-1069
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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
TRIM11SNVMissense_Mutationnovelc.1289C>Tp.Pro430Leup.P430LQ96F44protein_codingdeleterious(0.03)benign(0.1)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
TRIM11SNVMissense_Mutationrs759457960c.982N>Ap.Gly328Serp.G328SQ96F44protein_codingtolerated(0.69)benign(0.007)TCGA-D8-A141-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
TRIM11SNVMissense_Mutationrs765073440c.1208G>Ap.Arg403Hisp.R403HQ96F44protein_codingtolerated(0.48)possibly_damaging(0.485)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM11SNVMissense_Mutationc.430G>Cp.Glu144Glnp.E144QQ96F44protein_codingtolerated(0.21)benign(0.065)TCGA-EK-A2RA-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TRIM11SNVMissense_Mutationnovelc.1312N>Ap.Leu438Metp.L438MQ96F44protein_codingdeleterious(0)probably_damaging(1)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
TRIM11SNVMissense_Mutationc.812C>Tp.Thr271Ilep.T271IQ96F44protein_codingdeleterious(0.01)possibly_damaging(0.459)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TRIM11SNVMissense_Mutationrs766842071c.1231N>Ap.Glu411Lysp.E411KQ96F44protein_codingdeleterious(0)possibly_damaging(0.546)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TRIM11SNVMissense_Mutationrs766187778c.1087N>Ap.Val363Metp.V363MQ96F44protein_codingdeleterious(0.03)possibly_damaging(0.47)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TRIM11SNVMissense_Mutationrs766986706c.1315C>Tp.Arg439Trpp.R439WQ96F44protein_codingtolerated(0.17)probably_damaging(1)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TRIM11SNVMissense_Mutationrs751530642c.557G>Ap.Arg186Hisp.R186HQ96F44protein_codingtolerated(0.8)benign(0.007)TCGA-AP-A051-01Endometriumuterine 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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