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: TRIM7

Gene summary for TRIM7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIM7

Gene ID

81786

Gene nametripartite motif containing 7
Gene AliasGNIP
Cytomap5q35.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9C029


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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
81786TRIM7LZE20THumanEsophagusESCC3.71e-031.88e-010.0662
81786TRIM7LZE24THumanEsophagusESCC1.88e-081.26e-010.0596
81786TRIM7LZE21THumanEsophagusESCC4.72e-022.92e-010.0655
81786TRIM7P1T-EHumanEsophagusESCC6.77e-042.65e-010.0875
81786TRIM7P2T-EHumanEsophagusESCC1.57e-065.42e-020.1177
81786TRIM7P4T-EHumanEsophagusESCC3.91e-051.66e-010.1323
81786TRIM7P5T-EHumanEsophagusESCC1.26e-294.95e-010.1327
81786TRIM7P8T-EHumanEsophagusESCC1.05e-022.25e-020.0889
81786TRIM7P9T-EHumanEsophagusESCC1.37e-307.35e-010.1131
81786TRIM7P10T-EHumanEsophagusESCC2.55e-151.87e-010.116
81786TRIM7P11T-EHumanEsophagusESCC3.46e-083.05e-010.1426
81786TRIM7P12T-EHumanEsophagusESCC4.93e-132.59e-010.1122
81786TRIM7P15T-EHumanEsophagusESCC4.23e-102.54e-010.1149
81786TRIM7P17T-EHumanEsophagusESCC3.96e-052.99e-010.1278
81786TRIM7P19T-EHumanEsophagusESCC2.46e-022.84e-010.1662
81786TRIM7P20T-EHumanEsophagusESCC1.38e-275.26e-010.1124
81786TRIM7P21T-EHumanEsophagusESCC2.17e-346.32e-010.1617
81786TRIM7P22T-EHumanEsophagusESCC1.80e-275.38e-010.1236
81786TRIM7P23T-EHumanEsophagusESCC3.00e-124.55e-010.108
81786TRIM7P24T-EHumanEsophagusESCC1.14e-122.48e-010.1287
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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
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
GO:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
GO:003133122LiverHCCpositive regulation of cellular catabolic process295/7958427/187233.20e-291.45e-26295
GO:004427021LiverHCCcellular nitrogen compound catabolic process303/7958451/187239.76e-273.64e-24303
GO:004670021LiverHCCheterocycle catabolic process299/7958445/187232.07e-267.29e-24299
GO:190136121LiverHCCorganic cyclic compound catabolic process325/7958495/187236.52e-262.18e-23325
GO:001943921LiverHCCaromatic compound catabolic process309/7958467/187231.56e-254.94e-23309
GO:000640121LiverHCCRNA catabolic process201/7958278/187233.88e-241.02e-21201
GO:003465521LiverHCCnucleobase-containing compound catabolic process273/7958407/187234.84e-241.23e-21273
GO:190331121LiverHCCregulation of mRNA metabolic process205/7958288/187233.38e-236.90e-21205
GO:000640221LiverHCCmRNA catabolic process169/7958232/187234.50e-216.96e-19169
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:004348721LiverHCCregulation of RNA stability119/7958170/187233.20e-131.71e-11119
GO:004348821LiverHCCregulation of mRNA stability110/7958158/187234.36e-121.93e-10110
GO:006101321LiverHCCregulation of mRNA catabolic process114/7958166/187237.38e-123.12e-10114
GO:000020921LiverHCCprotein polyubiquitination151/7958236/187231.90e-117.59e-10151
GO:190331321LiverHCCpositive regulation of mRNA metabolic process85/7958118/187237.10e-112.56e-0985
GO:00447722LiverHCCmitotic cell cycle phase transition240/7958424/187232.47e-096.84e-08240
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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
TRIM7SNVMissense_Mutationc.872N>Ap.Arg291Lysp.R291KQ9C029protein_codingtolerated(0.12)benign(0.001)TCGA-E9-A22G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TRIM7SNVMissense_Mutationc.475N>Gp.Arg159Glyp.R159GQ9C029protein_codingdeleterious(0.03)possibly_damaging(0.579)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TRIM7SNVMissense_Mutationc.855C>Ap.Phe285Leup.F285LQ9C029protein_codingtolerated(0.21)benign(0)TCGA-EA-A3QE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TRIM7SNVMissense_Mutationc.1102N>Ap.Glu368Lysp.E368KQ9C029protein_codingtolerated(0.88)benign(0.025)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM7SNVMissense_Mutationc.944N>Gp.Ser315Cysp.S315CQ9C029protein_codingdeleterious(0)possibly_damaging(0.818)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TRIM7SNVMissense_Mutationc.1015N>Cp.Glu339Glnp.E339QQ9C029protein_codingtolerated(0.12)possibly_damaging(0.868)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM7SNVMissense_Mutationnovelc.1114G>Cp.Asp372Hisp.D372HQ9C029protein_codingtolerated(0.09)probably_damaging(0.993)TCGA-VS-A9UH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM7SNVMissense_Mutationc.950A>Cp.Lys317Thrp.K317TQ9C029protein_codingdeleterious(0)benign(0.321)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TRIM7SNVMissense_Mutationrs267600589c.850N>Ap.Glu284Lysp.E284KQ9C029protein_codingdeleterious(0.01)benign(0.024)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TRIM7SNVMissense_Mutationc.1378C>Tp.Arg460Cysp.R460CQ9C029protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AD-5900-01Colorectumcolon 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
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