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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: IFITM2

Gene summary for IFITM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFITM2

Gene ID

10581

Gene nameinterferon induced transmembrane protein 2
Gene Alias1-8D
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q01629


Top

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
10581IFITM2GSM4909285HumanBreastIDC2.29e-03-2.46e-010.21
10581IFITM2GSM4909286HumanBreastIDC2.31e-20-3.74e-010.1081
10581IFITM2GSM4909287HumanBreastIDC5.95e-06-2.64e-010.2057
10581IFITM2GSM4909290HumanBreastIDC1.20e-02-2.76e-010.2096
10581IFITM2GSM4909293HumanBreastIDC3.16e-03-2.29e-010.1581
10581IFITM2GSM4909294HumanBreastIDC8.29e-03-1.75e-010.2022
10581IFITM2GSM4909296HumanBreastIDC4.85e-388.90e-010.1524
10581IFITM2GSM4909297HumanBreastIDC3.83e-133.70e-010.1517
10581IFITM2GSM4909299HumanBreastIDC6.94e-206.70e-010.035
10581IFITM2GSM4909301HumanBreastIDC2.59e-328.02e-010.1577
10581IFITM2GSM4909302HumanBreastIDC9.26e-196.88e-010.1545
10581IFITM2GSM4909305HumanBreastIDC1.98e-054.36e-010.0436
10581IFITM2GSM4909306HumanBreastIDC2.84e-165.80e-010.1564
10581IFITM2GSM4909307HumanBreastIDC7.54e-287.26e-010.1569
10581IFITM2GSM4909308HumanBreastIDC3.11e-226.56e-010.158
10581IFITM2GSM4909311HumanBreastIDC1.92e-282.20e-010.1534
10581IFITM2GSM4909312HumanBreastIDC8.55e-112.78e-010.1552
10581IFITM2GSM4909315HumanBreastIDC1.55e-16-3.59e-010.21
10581IFITM2GSM4909316HumanBreastIDC1.59e-03-3.29e-010.21
10581IFITM2GSM4909319HumanBreastIDC4.67e-455.54e-010.1563
Page: 1 2 3 4 5 6 7 8 9 10 11 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00160329BreastPrecancerviral process58/1080415/187233.42e-103.16e-0858
GO:00190589BreastPrecancerviral life cycle47/1080317/187232.42e-091.99e-0747
GO:00444039BreastPrecancerbiological process involved in symbiotic interaction42/1080290/187233.40e-082.11e-0642
GO:00521269BreastPrecancermovement in host environment29/1080175/187232.59e-071.28e-0529
GO:00517019BreastPrecancerbiological process involved in interaction with host31/1080203/187236.52e-072.71e-0531
GO:00507929BreastPrecancerregulation of viral process27/1080164/187237.59e-073.05e-0527
GO:00444099BreastPrecancerentry into host25/1080151/187231.74e-066.19e-0525
GO:00467189BreastPrecancerviral entry into host cell24/1080144/187232.46e-068.35e-0524
GO:00190799BreastPrecancerviral genome replication22/1080131/187235.63e-061.66e-0422
GO:00439039BreastPrecancerregulation of biological process involved in symbiotic interaction15/108072/187231.23e-053.17e-0415
GO:19039009BreastPrecancerregulation of viral life cycle23/1080148/187231.31e-053.30e-0423
GO:00523727BreastPrecancermodulation by symbiont of entry into host12/108049/187231.61e-053.93e-0412
GO:00465964BreastPrecancerregulation of viral entry into host cell11/108042/187231.83e-054.35e-0411
GO:19039014BreastPrecancernegative regulation of viral life cycle7/108025/187234.00e-045.42e-037
GO:0046597BreastPrecancernegative regulation of viral entry into host cell6/108021/187239.31e-041.06e-026
GO:00450697BreastPrecancerregulation of viral genome replication13/108085/187231.12e-031.23e-0213
GO:00485255BreastPrecancernegative regulation of viral process12/108092/187236.51e-034.51e-0212
GO:001603214BreastIDCviral process75/1434415/187231.98e-124.02e-1075
GO:001905814BreastIDCviral life cycle61/1434317/187231.61e-112.77e-0961
GO:001907914BreastIDCviral genome replication32/1434131/187232.82e-092.46e-0732
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
IFITM2SNVMissense_Mutationnovelc.10N>Tp.Ile4Phep.I4FQ01629protein_codingdeleterious(0.01)benign(0.045)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
IFITM2SNVMissense_Mutationnovelc.131N>Cp.Val44Alap.V44AQ01629protein_codingdeleterious(0.01)possibly_damaging(0.816)TCGA-D8-A1XA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IFITM2SNVMissense_Mutationc.24N>Ap.Phe8Leup.F8LQ01629protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
IFITM2SNVMissense_Mutationrs530463865c.346N>Gp.Met116Valp.M116VQ01629protein_codingtolerated(0.36)benign(0.007)TCGA-A5-A0GA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapytaxolPD
IFITM2SNVMissense_Mutationnovelc.63N>Ap.Met21Ilep.M21IQ01629protein_codingtolerated(0.05)benign(0.005)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
IFITM2SNVMissense_Mutationnovelc.226N>Ap.Ala76Thrp.A76TQ01629protein_codingdeleterious(0.02)possibly_damaging(0.702)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
IFITM2SNVMissense_Mutationnovelc.272N>Gp.Asp91Glyp.D91GQ01629protein_codingdeleterious(0.01)possibly_damaging(0.61)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
IFITM2SNVMissense_Mutationrs371736596c.50N>Tp.Pro17Leup.P17LQ01629protein_codingdeleterious(0.05)benign(0.018)TCGA-55-6985-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
IFITM2SNVMissense_Mutationc.103N>Ap.His35Asnp.H35NQ01629protein_codingtolerated(0.11)possibly_damaging(0.71)TCGA-22-5472-01Lunglung squamous cell carcinomaMale>=65I/IIChemotherapycarboplatinPD
IFITM2SNVMissense_Mutationc.112G>Tp.Ala38Serp.A38SQ01629protein_codingdeleterious(0.03)possibly_damaging(0.489)TCGA-CD-8536-01Stomachstomach adenocarcinomaMale>=65I/IIChemotherapyepirubicinCR
Page: 1 2 

Top

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
Page: 1