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: TRIM5

Gene summary for TRIM5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIM5

Gene ID

85363

Gene nametripartite motif containing 5
Gene AliasRNF88
Cytomap11p15.4
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q9C035


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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
85363TRIM5P32T-EHumanEsophagusESCC3.25e-112.17e-010.1666
85363TRIM5P36T-EHumanEsophagusESCC4.68e-103.91e-010.1187
85363TRIM5P37T-EHumanEsophagusESCC7.97e-081.73e-010.1371
85363TRIM5P39T-EHumanEsophagusESCC7.44e-036.76e-020.0894
85363TRIM5P47T-EHumanEsophagusESCC4.11e-139.54e-020.1067
85363TRIM5P48T-EHumanEsophagusESCC9.13e-079.67e-020.0959
85363TRIM5P49T-EHumanEsophagusESCC4.64e-044.22e-010.1768
85363TRIM5P52T-EHumanEsophagusESCC5.60e-193.90e-010.1555
85363TRIM5P54T-EHumanEsophagusESCC1.70e-041.89e-010.0975
85363TRIM5P56T-EHumanEsophagusESCC3.40e-056.30e-010.1613
85363TRIM5P57T-EHumanEsophagusESCC1.65e-091.81e-010.0926
85363TRIM5P61T-EHumanEsophagusESCC4.44e-101.76e-010.099
85363TRIM5P62T-EHumanEsophagusESCC2.60e-316.15e-010.1302
85363TRIM5P65T-EHumanEsophagusESCC1.42e-035.41e-020.0978
85363TRIM5P74T-EHumanEsophagusESCC1.69e-175.14e-010.1479
85363TRIM5P75T-EHumanEsophagusESCC5.16e-285.22e-010.1125
85363TRIM5P76T-EHumanEsophagusESCC7.98e-231.42e-010.1207
85363TRIM5P79T-EHumanEsophagusESCC9.50e-261.23e-010.1154
85363TRIM5P80T-EHumanEsophagusESCC2.57e-093.10e-010.155
85363TRIM5P82T-EHumanEsophagusESCC7.62e-083.46e-010.1072
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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
∗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:00002097CervixCCprotein polyubiquitination58/2311236/187231.57e-077.41e-0658
GO:00018197CervixCCpositive regulation of cytokine production95/2311467/187234.88e-071.85e-0595
GO:00096158CervixCCresponse to virus73/2311367/187232.22e-053.95e-0473
GO:00324791CervixCCregulation of type I interferon production21/231195/187235.32e-033.10e-0221
GO:00326061CervixCCtype I interferon production21/231195/187235.32e-033.10e-0221
GO:00705343CervixCCprotein K63-linked ubiquitination14/231156/187236.93e-033.74e-0214
GO:00324815CervixCCpositive regulation of type I interferon production14/231158/187239.57e-034.73e-0214
GO:00516072CervixCCdefense response to virus46/2311265/187231.04e-024.97e-0246
GO:01405462CervixCCdefense response to symbiont46/2311265/187231.04e-024.97e-0246
GO:0016032ColorectumADviral process168/3918415/187234.67e-203.66e-17168
GO:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:0031331ColorectumADpositive regulation of cellular catabolic process156/3918427/187234.68e-141.05e-11156
GO:0019058ColorectumADviral life cycle119/3918317/187236.18e-128.23e-10119
GO:0010506ColorectumADregulation of autophagy111/3918317/187233.57e-092.35e-07111
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:0000209ColorectumADprotein polyubiquitination78/3918236/187238.71e-062.06e-0478
GO:0046718ColorectumADviral entry into host cell51/3918144/187233.99e-057.16e-0451
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05170ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa051701ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa051704ColorectumMSSHuman immunodeficiency virus 1 infection69/1875212/84652.66e-041.98e-031.21e-0369
hsa03250ColorectumMSSViral life cycle - HIV-123/187563/84656.55e-032.64e-021.62e-0223
hsa051705ColorectumMSSHuman immunodeficiency virus 1 infection69/1875212/84652.66e-041.98e-031.21e-0369
hsa032501ColorectumMSSViral life cycle - HIV-123/187563/84656.55e-032.64e-021.62e-0223
hsa032509EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa05170210EsophagusESCCHuman immunodeficiency virus 1 infection147/4205212/84653.37e-093.53e-081.81e-08147
hsa0325014EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa0517038EsophagusESCCHuman immunodeficiency virus 1 infection147/4205212/84653.37e-093.53e-081.81e-08147
hsa032502LiverHCCViral life cycle - HIV-146/402063/84653.25e-051.88e-041.04e-0446
hsa051709LiverHCCHuman immunodeficiency virus 1 infection125/4020212/84654.51e-041.94e-031.08e-03125
hsa0325011LiverHCCViral life cycle - HIV-146/402063/84653.25e-051.88e-041.04e-0446
hsa0517012LiverHCCHuman immunodeficiency virus 1 infection125/4020212/84654.51e-041.94e-031.08e-03125
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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
TRIM5SNVMissense_Mutationnovelc.814C>Gp.Gln272Glup.Q272EQ9C035protein_codingtolerated(1)benign(0.001)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
TRIM5SNVMissense_Mutationc.1052N>Gp.Ser351Cysp.S351CQ9C035protein_codingtolerated(0.28)benign(0.033)TCGA-BH-A0B5-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
TRIM5SNVMissense_Mutationnovelc.1444N>Cp.Cys482Argp.C482RQ9C035protein_codingdeleterious(0)benign(0.35)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM5SNVMissense_Mutationnovelc.465N>Cp.Glu155Aspp.E155DQ9C035protein_codingtolerated(0.08)benign(0.049)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM5SNVMissense_Mutationc.262N>Cp.Glu88Glnp.E88QQ9C035protein_codingtolerated(0.13)possibly_damaging(0.77)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM5insertionIn_Frame_Insnovelc.261_262insCAGp.Pro87_Glu88insGlnp.P87_E88insQQ9C035protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
TRIM5SNVMissense_Mutationc.1024T>Gp.Phe342Valp.F342VQ9C035protein_codingtolerated(0.49)benign(0.001)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
TRIM5SNVMissense_Mutationrs759560671c.830G>Ap.Arg277Glnp.R277QQ9C035protein_codingtolerated(0.48)benign(0.094)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TRIM5SNVMissense_Mutationc.1340G>Ap.Cys447Tyrp.C447YQ9C035protein_codingdeleterious(0.01)possibly_damaging(0.689)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
TRIM5insertionFrame_Shift_Insnovelc.1169dupAp.Asn390LysfsTer2p.N390Kfs*2Q9C035protein_codingTCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=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
85363TRIM5ENZYME, B30_2 SPRY DOMAIN, DRUGGABLE GENOMEcarboplatinCARBOPLATIN
85363TRIM5ENZYME, B30_2 SPRY DOMAIN, DRUGGABLE GENOMEpaclitaxelPACLITAXEL
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