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: IL4I1

Gene summary for IL4I1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL4I1

Gene ID

259307

Gene nameinterleukin 4 induced 1
Gene AliasFIG1
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q96RQ9


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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
259307IL4I1PTCwithHT_6HumanThyroidHT4.82e-021.66e-010.02
259307IL4I1ATC09HumanThyroidATC6.36e-277.54e-010.2871
259307IL4I1ATC12HumanThyroidATC5.14e-031.16e-010.34
259307IL4I1ATC1HumanThyroidATC1.78e-278.14e-010.2878
259307IL4I1ATC4HumanThyroidATC1.97e-051.87e-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:005086319ThyroidHTregulation of T cell activation51/1272329/187232.58e-081.97e-0651
GO:004578530ThyroidHTpositive regulation of cell adhesion62/1272437/187232.61e-081.97e-0662
GO:002240726ThyroidHTregulation of cell-cell adhesion63/1272448/187232.83e-082.07e-0663
GO:000715920ThyroidHTleukocyte cell-cell adhesion54/1272371/187238.84e-085.23e-0654
GO:190303720ThyroidHTregulation of leukocyte cell-cell adhesion49/1272336/187233.27e-071.52e-0549
GO:005087018ThyroidHTpositive regulation of T cell activation36/1272216/187234.86e-072.11e-0536
GO:00512519ThyroidHTpositive regulation of lymphocyte activation51/1272362/187235.57e-072.38e-0551
GO:004211020ThyroidHTT cell activation63/1272487/187235.95e-072.51e-0563
GO:000269610ThyroidHTpositive regulation of leukocyte activation55/1272409/187239.17e-073.70e-0555
GO:00508679ThyroidHTpositive regulation of cell activation55/1272420/187232.11e-067.61e-0555
GO:002240924ThyroidHTpositive regulation of cell-cell adhesion41/1272284/187233.80e-061.24e-0441
GO:004212917ThyroidHTregulation of T cell proliferation29/1272171/187234.30e-061.39e-0429
GO:004209819ThyroidHTT cell proliferation32/1272199/187234.53e-061.45e-0432
GO:007066110ThyroidHTleukocyte proliferation44/1272318/187235.29e-061.64e-0444
GO:190303919ThyroidHTpositive regulation of leukocyte cell-cell adhesion36/1272239/187235.54e-061.68e-0436
GO:19031319ThyroidHTmononuclear cell differentiation54/1272426/187236.88e-062.00e-0454
GO:007066317ThyroidHTregulation of leukocyte proliferation36/1272245/187239.78e-062.69e-0436
GO:00466519ThyroidHTlymphocyte proliferation40/1272288/187231.27e-053.30e-0440
GO:00329438ThyroidHTmononuclear cell proliferation40/1272291/187231.63e-053.95e-0440
GO:190370627ThyroidHTregulation of hemopoiesis47/1272367/187232.05e-054.68e-0447
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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
IL4I1SNVMissense_Mutationnovelc.1664N>Gp.Val555Glyp.V555GQ96RQ9protein_codingtolerated_low_confidence(0.07)benign(0.017)TCGA-A2-A0T5-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificTaxotereSD
IL4I1SNVMissense_Mutationnovelc.1502N>Ap.Ala501Aspp.A501DQ96RQ9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
IL4I1SNVMissense_Mutationnovelc.1664N>Gp.Val555Glyp.V555GQ96RQ9protein_codingtolerated_low_confidence(0.07)benign(0.017)TCGA-E9-A1RE-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
IL4I1SNVMissense_Mutationrs141664132c.149N>Ap.Arg50Hisp.R50HQ96RQ9protein_codingtolerated(0.68)benign(0)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
IL4I1insertionFrame_Shift_Insnovelc.397dupGp.Glu133GlyfsTer97p.E133Gfs*97Q96RQ9protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IL4I1SNVMissense_Mutationc.1207N>Tp.Arg403Cysp.R403CQ96RQ9protein_codingdeleterious(0.02)probably_damaging(1)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IL4I1SNVMissense_Mutationc.1442N>Ap.Pro481Glnp.P481QQ96RQ9protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IL4I1SNVMissense_Mutationrs369942631c.517G>Ap.Glu173Lysp.E173KQ96RQ9protein_codingtolerated(0.05)benign(0.143)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
IL4I1SNVMissense_Mutationnovelc.515N>Cp.His172Prop.H172PQ96RQ9protein_codingdeleterious(0)benign(0.284)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IL4I1SNVMissense_Mutationc.614N>Gp.Tyr205Cysp.Y205CQ96RQ9protein_codingdeleterious(0.01)possibly_damaging(0.87)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
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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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