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: IFI27L1

Gene summary for IFI27L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFI27L1

Gene ID

122509

Gene nameinterferon alpha inducible protein 27 like 1
Gene AliasFAM14B
Cytomap14q32.12
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q96BM0


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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
122509IFI27L1LZE7THumanEsophagusESCC8.97e-082.62e-010.0667
122509IFI27L1LZE20THumanEsophagusESCC3.07e-031.34e-010.0662
122509IFI27L1LZE24THumanEsophagusESCC1.60e-113.58e-010.0596
122509IFI27L1LZE6THumanEsophagusESCC1.63e-021.14e-010.0845
122509IFI27L1P1T-EHumanEsophagusESCC3.86e-031.94e-010.0875
122509IFI27L1P2T-EHumanEsophagusESCC3.86e-202.25e-010.1177
122509IFI27L1P4T-EHumanEsophagusESCC3.78e-164.12e-010.1323
122509IFI27L1P5T-EHumanEsophagusESCC7.39e-142.72e-010.1327
122509IFI27L1P8T-EHumanEsophagusESCC7.01e-191.10e-010.0889
122509IFI27L1P9T-EHumanEsophagusESCC3.97e-091.95e-010.1131
122509IFI27L1P10T-EHumanEsophagusESCC9.75e-182.73e-010.116
122509IFI27L1P11T-EHumanEsophagusESCC1.07e-116.10e-010.1426
122509IFI27L1P12T-EHumanEsophagusESCC5.37e-245.03e-010.1122
122509IFI27L1P15T-EHumanEsophagusESCC3.41e-335.96e-010.1149
122509IFI27L1P16T-EHumanEsophagusESCC4.31e-131.27e-010.1153
122509IFI27L1P17T-EHumanEsophagusESCC1.12e-104.84e-010.1278
122509IFI27L1P20T-EHumanEsophagusESCC2.21e-193.51e-010.1124
122509IFI27L1P21T-EHumanEsophagusESCC3.06e-305.53e-010.1617
122509IFI27L1P22T-EHumanEsophagusESCC1.48e-213.41e-010.1236
122509IFI27L1P23T-EHumanEsophagusESCC5.04e-132.45e-010.108
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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
∗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
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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
IFI27L1SNVMissense_Mutationnovelc.268N>Ap.Ala90Thrp.A90TQ96BM0protein_codingtolerated(0.32)benign(0.039)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IFI27L1SNVMissense_Mutationnovelc.299C>Tp.Ser100Leup.S100LQ96BM0protein_codingdeleterious(0.01)benign(0)TCGA-EA-A3Y4-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IFI27L1SNVMissense_Mutationnovelc.274N>Cp.Thr92Prop.T92PQ96BM0protein_codingtolerated(0.09)benign(0.335)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IFI27L1SNVMissense_Mutationnovelc.155N>Ap.Ser52Tyrp.S52YQ96BM0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IFI27L1SNVMissense_Mutationrs200682471c.55N>Ap.Gly19Argp.G19RQ96BM0protein_codingdeleterious(0.01)benign(0.289)TCGA-AX-A1C9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IFI27L1deletionFrame_Shift_Delnovelc.301delNp.Pro102LeufsTer18p.P102Lfs*18Q96BM0protein_codingTCGA-D1-A177-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
IFI27L1SNVMissense_Mutationnovelc.175N>Tp.Gly59Trpp.G59WQ96BM0protein_codingdeleterious(0)probably_damaging(1)TCGA-55-A4DG-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
IFI27L1SNVMissense_Mutationnovelc.147N>Tp.Lys49Asnp.K49NQ96BM0protein_codingdeleterious(0.04)possibly_damaging(0.537)TCGA-CV-5432-01Oral cavityhead & neck squamous cell carcinomaMale>=65III/IVUnknownUnknownSD
IFI27L1SNVMissense_Mutationnovelc.59N>Cp.Gly20Alap.G20AQ96BM0protein_codingtolerated(0.18)benign(0.152)TCGA-CV-6936-01Oral cavityhead & neck squamous cell carcinomaMale>=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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