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: TRIM14

Gene summary for TRIM14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIM14

Gene ID

9830

Gene nametripartite motif containing 14
Gene AliasTRIM14
Cytomap9q22.33
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

A0A024R165


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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
9830TRIM14CCI_2HumanCervixCC3.86e-035.85e-010.5249
9830TRIM14CCI_3HumanCervixCC5.15e-097.38e-010.516
9830TRIM14HTA11_347_2000001011HumanColorectumAD4.31e-125.40e-01-0.1954
9830TRIM14HTA11_83_2000001011HumanColorectumSER1.00e-022.96e-01-0.1526
9830TRIM14F007HumanColorectumFAP4.30e-02-2.85e-010.1176
9830TRIM14A015-C-203HumanColorectumFAP2.25e-08-2.36e-01-0.1294
9830TRIM14A014-C-040HumanColorectumFAP2.62e-02-3.40e-01-0.1184
9830TRIM14A002-C-201HumanColorectumFAP2.72e-06-2.62e-010.0324
9830TRIM14A001-C-119HumanColorectumFAP2.92e-03-2.88e-01-0.1557
9830TRIM14A001-C-108HumanColorectumFAP1.50e-06-2.37e-01-0.0272
9830TRIM14A002-C-205HumanColorectumFAP4.44e-09-3.02e-01-0.1236
9830TRIM14A001-C-104HumanColorectumFAP2.15e-06-2.63e-010.0184
9830TRIM14A015-C-006HumanColorectumFAP1.45e-03-2.17e-01-0.0994
9830TRIM14A015-C-106HumanColorectumFAP9.23e-05-1.37e-01-0.0511
9830TRIM14A002-C-114HumanColorectumFAP4.15e-07-2.88e-01-0.1561
9830TRIM14A015-C-104HumanColorectumFAP1.17e-09-2.21e-01-0.1899
9830TRIM14A001-C-014HumanColorectumFAP6.89e-06-2.21e-010.0135
9830TRIM14A002-C-016HumanColorectumFAP2.76e-11-2.50e-010.0521
9830TRIM14A015-C-002HumanColorectumFAP3.57e-03-2.66e-01-0.0763
9830TRIM14A001-C-203HumanColorectumFAP8.35e-07-2.11e-01-0.0481
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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:00313314ColorectumFAPpositive regulation of cellular catabolic process110/2622427/187236.09e-112.19e-08110
GO:00190584ColorectumFAPviral life cycle81/2622317/187232.97e-082.64e-0681
GO:00105063ColorectumFAPregulation of autophagy80/2622317/187236.43e-084.54e-0680
GO:00002093ColorectumFAPprotein polyubiquitination59/2622236/187234.53e-061.52e-0459
GO:00190804ColorectumFAPviral gene expression29/262294/187232.07e-055.05e-0429
GO:00444034ColorectumFAPbiological process involved in symbiotic interaction66/2622290/187233.47e-057.64e-0466
GO:00431222ColorectumFAPregulation of I-kappaB kinase/NF-kappaB signaling56/2622249/187231.82e-042.69e-0356
GO:00521264ColorectumFAPmovement in host environment42/2622175/187232.64e-043.60e-0342
GO:00517014ColorectumFAPbiological process involved in interaction with host47/2622203/187232.89e-043.77e-0347
GO:00507924ColorectumFAPregulation of viral process39/2622164/187235.21e-045.91e-0339
GO:00431232ColorectumFAPpositive regulation of I-kappaB kinase/NF-kappaB signaling42/2622186/187231.01e-039.89e-0342
GO:19039004ColorectumFAPregulation of viral life cycle35/2622148/187231.09e-031.05e-0235
GO:00467184ColorectumFAPviral entry into host cell34/2622144/187231.31e-031.20e-0234
GO:00072492ColorectumFAPI-kappaB kinase/NF-kappaB signaling58/2622281/187231.37e-031.24e-0258
GO:00444093ColorectumFAPentry into host34/2622151/187233.02e-032.28e-0234
GO:00105081ColorectumFAPpositive regulation of autophagy29/2622124/187233.30e-032.43e-0229
GO:00510901ColorectumFAPregulation of DNA-binding transcription factor activity80/2622440/187237.90e-034.67e-0280
GO:00160325ColorectumCRCviral process95/2078415/187233.31e-123.30e-0995
GO:00098965ColorectumCRCpositive regulation of catabolic process102/2078492/187232.48e-101.06e-07102
GO:00313315ColorectumCRCpositive regulation of cellular catabolic process90/2078427/187231.19e-094.20e-0790
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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
TRIM14SNVMissense_Mutationc.474N>Ap.Met158Ilep.M158IQ14142protein_codingtolerated(0.45)benign(0)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
TRIM14SNVMissense_Mutationc.415C>Tp.Leu139Phep.L139FQ14142protein_codingtolerated(0.19)probably_damaging(0.924)TCGA-E2-A1AZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TRIM14insertionIn_Frame_Insnovelc.256_257insTGGTTCCTTp.His86delinsLeuValProTyrp.H86delinsLVPYQ14142protein_codingTCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
TRIM14SNVMissense_Mutationc.52G>Ap.Glu18Lysp.E18KQ14142protein_codingtolerated(0.2)benign(0.039)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TRIM14SNVMissense_Mutationnovelc.289N>Gp.Thr97Alap.T97AQ14142protein_codingtolerated(1)benign(0)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TRIM14SNVMissense_Mutationc.394N>Cp.Phe132Leup.F132LQ14142protein_codingtolerated(0.32)possibly_damaging(0.519)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TRIM14SNVMissense_Mutationc.386N>Tp.Ala129Valp.A129VQ14142protein_codingdeleterious(0.02)benign(0.036)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TRIM14SNVMissense_Mutationnovelc.1313N>Cp.Ile438Thrp.I438TQ14142protein_codingtolerated(0.09)benign(0.426)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TRIM14SNVMissense_Mutationnovelc.521N>Ap.Pro174Hisp.P174HQ14142protein_codingtolerated(0.11)probably_damaging(0.96)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRIM14SNVMissense_Mutationnovelc.353N>Cp.Leu118Prop.L118PQ14142protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AP-A1DK-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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