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: TRIM47

Gene summary for TRIM47

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIM47

Gene ID

91107

Gene nametripartite motif containing 47
Gene AliasGOA
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q96LD4


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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
91107TRIM47LZE4THumanEsophagusESCC7.87e-051.50e-020.0811
91107TRIM47LZE7THumanEsophagusESCC2.19e-032.13e-020.0667
91107TRIM47LZE8THumanEsophagusESCC1.63e-061.39e-010.067
91107TRIM47LZE20THumanEsophagusESCC6.29e-059.25e-020.0662
91107TRIM47LZE22THumanEsophagusESCC2.38e-096.80e-010.068
91107TRIM47P1T-EHumanEsophagusESCC7.85e-165.60e-010.0875
91107TRIM47P2T-EHumanEsophagusESCC1.20e-378.95e-010.1177
91107TRIM47P4T-EHumanEsophagusESCC2.97e-153.71e-010.1323
91107TRIM47P5T-EHumanEsophagusESCC3.30e-142.66e-010.1327
91107TRIM47P8T-EHumanEsophagusESCC1.55e-224.55e-010.0889
91107TRIM47P9T-EHumanEsophagusESCC8.39e-121.77e-010.1131
91107TRIM47P11T-EHumanEsophagusESCC2.46e-382.13e+000.1426
91107TRIM47P12T-EHumanEsophagusESCC1.20e-082.10e-010.1122
91107TRIM47P15T-EHumanEsophagusESCC1.74e-102.19e-010.1149
91107TRIM47P16T-EHumanEsophagusESCC1.81e-214.21e-010.1153
91107TRIM47P17T-EHumanEsophagusESCC3.12e-147.17e-010.1278
91107TRIM47P19T-EHumanEsophagusESCC1.81e-129.02e-010.1662
91107TRIM47P20T-EHumanEsophagusESCC5.90e-782.09e+000.1124
91107TRIM47P21T-EHumanEsophagusESCC8.69e-581.03e+000.1617
91107TRIM47P22T-EHumanEsophagusESCC3.82e-224.40e-010.1236
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
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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
TRIM47SNVMissense_Mutationc.957G>Cp.Gln319Hisp.Q319HQ96LD4protein_codingtolerated(0.53)benign(0)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRIM47SNVMissense_Mutationc.1225N>Cp.Glu409Glnp.E409QQ96LD4protein_codingtolerated(0.11)benign(0.051)TCGA-C5-A1M6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TRIM47SNVMissense_Mutationnovelc.1688N>Ap.Ala563Aspp.A563DQ96LD4protein_codingdeleterious(0)benign(0.31)TCGA-C5-A2LT-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TRIM47SNVMissense_Mutationc.1273N>Gp.Lys425Glup.K425EQ96LD4protein_codingdeleterious(0.01)benign(0.129)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
TRIM47SNVMissense_Mutationrs763705777c.1669N>Tp.Arg557Cysp.R557CQ96LD4protein_codingdeleterious(0.01)possibly_damaging(0.659)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TRIM47SNVMissense_Mutationrs369775248c.1858N>Ap.Ala620Thrp.A620TQ96LD4protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TRIM47SNVMissense_Mutationc.1823G>Ap.Arg608Lysp.R608KQ96LD4protein_codingtolerated_low_confidence(0.65)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TRIM47SNVMissense_Mutationc.1648N>Cp.Val550Leup.V550LQ96LD4protein_codingdeleterious(0.01)benign(0.018)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TRIM47SNVMissense_Mutationnovelc.1132N>Ap.Val378Ilep.V378IQ96LD4protein_codingtolerated(0.25)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TRIM47SNVMissense_Mutationnovelc.1174G>Tp.Asp392Tyrp.D392YQ96LD4protein_codingtolerated(0.22)benign(0.033)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
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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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