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: TRIL

Gene summary for TRIL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRIL

Gene ID

9865

Gene nameTLR4 interactor with leucine rich repeats
Gene AliasTRIL
Cytomap7p14.3
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q7L0X0


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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
9865TRILmale-WTAHumanThyroidPTC1.29e-071.25e-010.1037
9865TRILPTC01HumanThyroidPTC1.50e-047.22e-020.1899
9865TRILPTC06HumanThyroidPTC2.24e-031.14e-010.2057
9865TRILPTC07HumanThyroidPTC5.85e-037.91e-020.2044
9865TRILATC12HumanThyroidATC5.95e-071.73e-010.34
9865TRILATC13HumanThyroidATC1.96e-389.16e-010.34
9865TRILATC4HumanThyroidATC5.39e-041.81e-010.34
9865TRILATC5HumanThyroidATC3.59e-519.97e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00022215ThyroidPTCpattern recognition receptor signaling pathway77/5968172/187232.56e-041.84e-0377
GO:000222114ThyroidATCpattern recognition receptor signaling pathway80/6293172/187232.89e-041.84e-0380
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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
TRILSNVMissense_Mutationnovelc.691N>Tp.Leu231Phep.L231FQ7L0X0protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
TRILSNVMissense_Mutationnovelc.766G>Cp.Gly256Argp.G256RQ7L0X0protein_codingdeleterious(0.02)possibly_damaging(0.474)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TRILSNVMissense_Mutationnovelc.2365N>Cp.Asp789Hisp.D789HQ7L0X0protein_codingdeleterious(0)possibly_damaging(0.65)TCGA-AQ-A54N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TRILSNVMissense_Mutationnovelc.2311G>Ap.Val771Metp.V771MQ7L0X0protein_codingtolerated(0.24)benign(0.191)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TRILSNVMissense_Mutationnovelc.2303N>Ap.Arg768Hisp.R768HQ7L0X0protein_codingdeleterious(0.01)possibly_damaging(0.899)TCGA-JW-A5VG-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TRILSNVMissense_Mutationnovelc.1358N>Cp.Gln453Prop.Q453PQ7L0X0protein_codingtolerated(0.14)benign(0.149)TCGA-Q1-A6DV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TRILSNVMissense_Mutationnovelc.102N>Tp.Gln34Hisp.Q34HQ7L0X0protein_codingdeleterious(0.03)benign(0.158)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
TRILSNVMissense_Mutationrs369164887c.740N>Ap.Arg247Hisp.R247HQ7L0X0protein_codingtolerated(0.33)benign(0.015)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TRILSNVMissense_Mutationnovelc.839N>Ap.Arg280Hisp.R280HQ7L0X0protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TRILSNVMissense_Mutationnovelc.286N>Ap.Arg96Serp.R96SQ7L0X0protein_codingdeleterious(0.03)benign(0.189)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=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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