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: TRIM25

Gene summary for TRIM25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIM25

Gene ID

7706

Gene nametripartite motif containing 25
Gene AliasEFP
Cytomap17q22
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q14258


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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
7706TRIM25HTA11_2487_2000001011HumanColorectumSER1.99e-033.73e-01-0.1808
7706TRIM25HTA11_347_2000001011HumanColorectumAD3.83e-114.73e-01-0.1954
7706TRIM25HTA11_411_2000001011HumanColorectumSER1.67e-089.17e-01-0.2602
7706TRIM25HTA11_83_2000001011HumanColorectumSER4.11e-044.81e-01-0.1526
7706TRIM25HTA11_696_2000001011HumanColorectumAD3.98e-043.71e-01-0.1464
7706TRIM25HTA11_1391_2000001011HumanColorectumAD3.51e-095.29e-01-0.059
7706TRIM25HTA11_546_2000001011HumanColorectumAD7.29e-033.96e-01-0.0842
7706TRIM25HTA11_866_3004761011HumanColorectumAD3.64e-063.77e-010.096
7706TRIM25HTA11_7696_3000711011HumanColorectumAD2.98e-043.79e-010.0674
7706TRIM25HTA11_99999970781_79442HumanColorectumMSS2.70e-064.63e-010.294
7706TRIM25HTA11_99999971662_82457HumanColorectumMSS7.39e-084.84e-010.3859
7706TRIM25A015-C-203HumanColorectumFAP3.17e-02-1.38e-01-0.1294
7706TRIM25A015-C-104HumanColorectumFAP9.21e-04-1.59e-01-0.1899
7706TRIM25A002-C-116HumanColorectumFAP2.25e-03-1.51e-01-0.0452
7706TRIM25LZE7THumanEsophagusESCC9.77e-041.44e-010.0667
7706TRIM25LZE22THumanEsophagusESCC3.33e-041.82e-010.068
7706TRIM25LZE24THumanEsophagusESCC8.67e-072.73e-010.0596
7706TRIM25LZE6THumanEsophagusESCC1.85e-021.34e-010.0845
7706TRIM25P1T-EHumanEsophagusESCC1.77e-053.62e-010.0875
7706TRIM25P2T-EHumanEsophagusESCC5.02e-212.86e-010.1177
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:0016032ColorectumADviral process168/3918415/187234.67e-203.66e-17168
GO:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0019058ColorectumADviral life cycle119/3918317/187236.18e-128.23e-10119
GO:0043161ColorectumADproteasome-mediated ubiquitin-dependent protein catabolic process141/3918412/187231.77e-101.68e-08141
GO:0034976ColorectumADresponse to endoplasmic reticulum stress90/3918256/187238.48e-084.28e-0690
GO:0044403ColorectumADbiological process involved in symbiotic interaction99/3918290/187231.02e-074.93e-0699
GO:0051701ColorectumADbiological process involved in interaction with host73/3918203/187235.08e-071.88e-0573
GO:0052126ColorectumADmovement in host environment63/3918175/187232.85e-068.11e-0563
GO:0050792ColorectumADregulation of viral process59/3918164/187235.95e-061.52e-0459
GO:0031667ColorectumADresponse to nutrient levels138/3918474/187231.22e-052.68e-04138
GO:0046718ColorectumADviral entry into host cell51/3918144/187233.99e-057.16e-0451
GO:1903900ColorectumADregulation of viral life cycle51/3918148/187239.01e-051.38e-0351
GO:0044409ColorectumADentry into host51/3918151/187231.60e-042.21e-0351
GO:0043123ColorectumADpositive regulation of I-kappaB kinase/NF-kappaB signaling60/3918186/187231.91e-042.56e-0360
GO:0043122ColorectumADregulation of I-kappaB kinase/NF-kappaB signaling76/3918249/187232.17e-042.85e-0376
GO:0007249ColorectumADI-kappaB kinase/NF-kappaB signaling82/3918281/187236.09e-046.40e-0382
GO:0019076ColorectumADviral release from host cell15/391834/187231.96e-031.58e-0215
GO:0035890ColorectumADexit from host15/391834/187231.96e-031.58e-0215
GO:0035891ColorectumADexit from host cell15/391834/187231.96e-031.58e-0215
GO:0051091ColorectumADpositive regulation of DNA-binding transcription factor activity73/3918260/187233.52e-032.54e-0273
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516425EsophagusESCCInfluenza A122/4205171/84655.01e-094.79e-082.45e-08122
hsa040645EsophagusESCCNF-kappa B signaling pathway67/4205104/84651.62e-034.89e-032.50e-0367
hsa0516435EsophagusESCCInfluenza A122/4205171/84655.01e-094.79e-082.45e-08122
hsa0406412EsophagusESCCNF-kappa B signaling pathway67/4205104/84651.62e-034.89e-032.50e-0367
hsa0516421LiverHCCInfluenza A101/4020171/84651.41e-035.07e-032.82e-03101
hsa0516431LiverHCCInfluenza A101/4020171/84651.41e-035.07e-032.82e-03101
hsa0516418Oral cavityOSCCInfluenza A116/3704171/84651.23e-101.78e-099.08e-10116
hsa040644Oral cavityOSCCNF-kappa B signaling pathway67/3704104/84651.57e-056.75e-053.44e-0567
hsa04622Oral cavityOSCCRIG-I-like receptor signaling pathway41/370471/84651.20e-022.63e-021.34e-0241
hsa0516419Oral cavityOSCCInfluenza A116/3704171/84651.23e-101.78e-099.08e-10116
hsa0406411Oral cavityOSCCNF-kappa B signaling pathway67/3704104/84651.57e-056.75e-053.44e-0567
hsa046221Oral cavityOSCCRIG-I-like receptor signaling pathway41/370471/84651.20e-022.63e-021.34e-0241
hsa0516424Oral cavityLPInfluenza A80/2418171/84652.56e-073.41e-062.20e-0680
hsa046222Oral cavityLPRIG-I-like receptor signaling pathway30/241871/84659.09e-033.33e-022.14e-0230
hsa0516434Oral cavityLPInfluenza A80/2418171/84652.56e-073.41e-062.20e-0680
hsa046223Oral cavityLPRIG-I-like receptor signaling pathway30/241871/84659.09e-033.33e-022.14e-0230
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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
TRIM25SNVMissense_Mutationrs367715143c.1604G>Ap.Arg535Glnp.R535QQ14258protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
TRIM25SNVMissense_Mutationc.796N>Cp.Glu266Glnp.E266QQ14258protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRIM25SNVMissense_Mutationc.1164N>Tp.Lys388Asnp.K388NQ14258protein_codingtolerated(0.15)benign(0.188)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRIM25insertionFrame_Shift_Insnovelc.1239_1240insCTATATCAGCCACTCCCCTTCACTTGTCCTCTACTTTGTTGCTp.Asp414LeufsTer15p.D414Lfs*15Q14258protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TRIM25insertionNonsense_Mutationnovelc.465_466insCATAATCCTGTCATTGTCTGATGGTGTTTATTTTTp.Lys156HisfsTer7p.K156Hfs*7Q14258protein_codingTCGA-BH-A0H0-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TRIM25SNVMissense_Mutationnovelc.1327N>Gp.Thr443Alap.T443AQ14258protein_codingtolerated(0.44)benign(0)TCGA-C5-A8YT-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TRIM25SNVMissense_Mutationc.1577T>Cp.Val526Alap.V526AQ14258protein_codingdeleterious(0)benign(0.038)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TRIM25SNVMissense_Mutationnovelc.1862G>Ap.Gly621Aspp.G621DQ14258protein_codingtolerated(0.08)probably_damaging(0.984)TCGA-AA-3972-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
TRIM25SNVMissense_Mutationc.1666A>Gp.Thr556Alap.T556AQ14258protein_codingtolerated(0.16)benign(0.076)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TRIM25SNVMissense_Mutationrs866223501c.1627G>Ap.Gly543Serp.G543SQ14258protein_codingdeleterious(0)probably_damaging(1)TCGA-AU-6004-01Colorectumcolon 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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