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: TRIM27

Gene summary for TRIM27

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIM27

Gene ID

5987

Gene nametripartite motif containing 27
Gene AliasRFP
Cytomap6p22.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A1U9X8R9


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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
5987TRIM27LZE4THumanEsophagusESCC6.00e-122.75e-010.0811
5987TRIM27LZE7THumanEsophagusESCC1.67e-056.05e-010.0667
5987TRIM27LZE20THumanEsophagusESCC8.66e-092.24e-010.0662
5987TRIM27LZE22THumanEsophagusESCC1.63e-062.32e-010.068
5987TRIM27LZE24THumanEsophagusESCC2.13e-156.27e-010.0596
5987TRIM27P1T-EHumanEsophagusESCC7.92e-093.07e-010.0875
5987TRIM27P2T-EHumanEsophagusESCC1.79e-416.39e-010.1177
5987TRIM27P4T-EHumanEsophagusESCC7.73e-316.72e-010.1323
5987TRIM27P5T-EHumanEsophagusESCC2.36e-104.67e-020.1327
5987TRIM27P8T-EHumanEsophagusESCC1.13e-162.37e-010.0889
5987TRIM27P9T-EHumanEsophagusESCC5.33e-163.12e-010.1131
5987TRIM27P10T-EHumanEsophagusESCC8.51e-254.10e-010.116
5987TRIM27P11T-EHumanEsophagusESCC1.13e-085.39e-010.1426
5987TRIM27P12T-EHumanEsophagusESCC6.61e-235.22e-010.1122
5987TRIM27P15T-EHumanEsophagusESCC4.57e-163.65e-010.1149
5987TRIM27P16T-EHumanEsophagusESCC5.52e-183.67e-010.1153
5987TRIM27P17T-EHumanEsophagusESCC2.78e-085.69e-010.1278
5987TRIM27P19T-EHumanEsophagusESCC6.48e-056.56e-010.1662
5987TRIM27P20T-EHumanEsophagusESCC9.05e-184.79e-010.1124
5987TRIM27P21T-EHumanEsophagusESCC4.60e-204.62e-010.1617
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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
GO:0033673110SkincSCCnegative regulation of kinase activity81/4864237/187232.95e-031.64e-0281
GO:005109214SkincSCCpositive regulation of NF-kappaB transcription factor activity55/4864152/187233.40e-031.84e-0255
GO:00169255SkincSCCprotein sumoylation23/486453/187234.39e-032.29e-0223
GO:003431416SkincSCCArp2/3 complex-mediated actin nucleation18/486439/187235.14e-032.60e-0218
GO:00105089SkincSCCpositive regulation of autophagy45/4864124/187237.08e-033.40e-0245
GO:004002912SkincSCCregulation of gene expression, epigenetic39/4864105/187237.56e-033.53e-0239
GO:003083820SkincSCCpositive regulation of actin filament polymerization37/486499/187238.14e-033.77e-0237
GO:0009896113ThyroidPTCpositive regulation of catabolic process278/5968492/187233.35e-302.64e-27278
GO:0031331113ThyroidPTCpositive regulation of cellular catabolic process249/5968427/187235.28e-303.58e-27249
GO:0016032113ThyroidPTCviral process236/5968415/187232.48e-268.24e-24236
GO:1902903113ThyroidPTCregulation of supramolecular fiber organization202/5968383/187231.16e-171.15e-15202
GO:0007015112ThyroidPTCactin filament organization225/5968442/187233.76e-173.44e-15225
GO:0010506110ThyroidPTCregulation of autophagy172/5968317/187238.76e-177.57e-15172
GO:0043254113ThyroidPTCregulation of protein-containing complex assembly215/5968428/187231.23e-159.09e-14215
GO:0010563113ThyroidPTCnegative regulation of phosphorus metabolic process219/5968442/187234.47e-153.07e-13219
GO:0045936113ThyroidPTCnegative regulation of phosphate metabolic process218/5968441/187237.08e-154.75e-13218
GO:0019058113ThyroidPTCviral life cycle167/5968317/187238.87e-155.89e-13167
GO:0032956113ThyroidPTCregulation of actin cytoskeleton organization182/5968358/187234.64e-142.79e-12182
GO:001619718ThyroidPTCendosomal transport128/5968230/187236.26e-143.52e-12128
GO:0032970113ThyroidPTCregulation of actin filament-based process197/5968397/187238.91e-144.89e-12197
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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
TRIM27SNVMissense_Mutationrs758081594c.911N>Gp.Lys304Argp.K304RP14373protein_codingtolerated(0.33)benign(0)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRIM27SNVMissense_Mutationnovelc.373C>Tp.Arg125Cysp.R125CP14373protein_codingdeleterious(0)probably_damaging(0.916)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
TRIM27SNVMissense_Mutationrs746324365c.596G>Ap.Arg199Hisp.R199HP14373protein_codingtolerated(0.41)possibly_damaging(0.641)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM27SNVMissense_Mutationrs761449235c.461A>Gp.Lys154Argp.K154RP14373protein_codingtolerated(0.76)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TRIM27SNVMissense_Mutationnovelc.455N>Cp.Arg152Thrp.R152TP14373protein_codingtolerated(0.07)benign(0.134)TCGA-5M-AAT4-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
TRIM27SNVMissense_Mutationc.884N>Tp.Thr295Ilep.T295IP14373protein_codingtolerated(0.52)benign(0)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TRIM27SNVMissense_Mutationrs763531927c.481N>Tp.Arg161Trpp.R161WP14373protein_codingdeleterious(0.01)possibly_damaging(0.798)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TRIM27SNVMissense_Mutationc.134G>Ap.Gly45Aspp.G45DP14373protein_codingtolerated(0.4)possibly_damaging(0.604)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TRIM27SNVMissense_Mutationc.1505T>Cp.Val502Alap.V502AP14373protein_codingtolerated_low_confidence(0.12)benign(0.246)TCGA-A5-A0G9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TRIM27SNVMissense_Mutationnovelc.1436N>Tp.Ser479Leup.S479LP14373protein_codingtolerated(0.39)possibly_damaging(0.695)TCGA-A5-A2K5-01Endometriumuterine 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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