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: FITM2

Gene summary for FITM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FITM2

Gene ID

128486

Gene namefat storage inducing transmembrane protein 2
Gene AliasC20orf142
Cytomap20q13.12
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q8N6M3


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
128486FITM2HCC1_MengHumanLiverHCC2.58e-353.85e-020.0246
128486FITM2HCC2_MengHumanLiverHCC1.15e-031.57e-020.0107
128486FITM2HCC1HumanLiverHCC2.01e-253.72e+000.5336
128486FITM2HCC2HumanLiverHCC1.52e-283.08e+000.5341
128486FITM2HCC5HumanLiverHCC4.17e-352.32e+000.4932
128486FITM2S014HumanLiverHCC4.70e-114.60e-010.2254
128486FITM2S015HumanLiverHCC3.65e-177.33e-010.2375
128486FITM2S016HumanLiverHCC6.51e-216.43e-010.2243
128486FITM2S028HumanLiverHCC2.16e-041.58e-010.2503
128486FITM2S029HumanLiverHCC2.00e-031.56e-010.2581
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:004390316EndometriumEECregulation of biological process involved in symbiotic interaction19/216872/187234.11e-044.35e-0319
GO:005237215EndometriumEECmodulation by symbiont of entry into host14/216849/187239.88e-048.76e-0314
GO:004852514EndometriumEECnegative regulation of viral process21/216892/187231.64e-031.29e-0221
GO:004659613EndometriumEECregulation of viral entry into host cell12/216842/187232.23e-031.66e-0212
GO:004507112EndometriumEECnegative regulation of viral genome replication14/216856/187233.91e-032.60e-0214
GO:190390112EndometriumEECnegative regulation of viral life cycle8/216825/187235.62e-033.38e-028
GO:00354564EndometriumEECresponse to interferon-beta9/216832/187238.63e-034.70e-029
GO:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:0019058111EsophagusESCCviral life cycle226/8552317/187231.17e-201.76e-18226
GO:0019079111EsophagusESCCviral genome replication102/8552131/187234.31e-142.19e-12102
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:0050792111EsophagusESCCregulation of viral process119/8552164/187232.19e-129.03e-11119
GO:1903900111EsophagusESCCregulation of viral life cycle106/8552148/187231.26e-103.72e-09106
GO:0044403111EsophagusESCCbiological process involved in symbiotic interaction186/8552290/187231.43e-104.16e-09186
GO:0045069110EsophagusESCCregulation of viral genome replication67/855285/187233.81e-101.04e-0867
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:0051701111EsophagusESCCbiological process involved in interaction with host135/8552203/187231.49e-093.49e-08135
GO:003434013EsophagusESCCresponse to type I interferon48/855258/187236.18e-091.26e-0748
GO:0052126111EsophagusESCCmovement in host environment117/8552175/187231.14e-082.26e-07117
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 28 29 

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
FITM2SNVMissense_Mutationc.645N>Ap.Asn215Lysp.N215KQ8N6M3protein_codingdeleterious(0)benign(0.089)TCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FITM2insertionFrame_Shift_Insnovelc.72_73insGCGAACCTCGTCTCTTCTAAAAp.Pro25AlafsTer134p.P25Afs*134Q8N6M3protein_codingTCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FITM2insertionFrame_Shift_Insnovelc.70_71insAGCCTGTCCAACAp.Leu24GlnfsTer132p.L24Qfs*132Q8N6M3protein_codingTCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FITM2SNVMissense_Mutationrs370245406c.487N>Ap.Ala163Thrp.A163TQ8N6M3protein_codingtolerated(0.26)benign(0.04)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FITM2SNVMissense_Mutationrs771219892c.253N>Ap.Gly85Serp.G85SQ8N6M3protein_codingtolerated(0.43)possibly_damaging(0.593)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
FITM2SNVMissense_Mutationnovelc.118N>Ap.Glu40Lysp.E40KQ8N6M3protein_codingdeleterious(0.02)possibly_damaging(0.631)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FITM2SNVMissense_Mutationnovelc.581N>Tp.Ala194Valp.A194VQ8N6M3protein_codingdeleterious(0)possibly_damaging(0.611)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FITM2SNVMissense_Mutationnovelc.152N>Gp.Asn51Serp.N51SQ8N6M3protein_codingtolerated(0.42)benign(0.112)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
FITM2SNVMissense_Mutationrs755374181c.539N>Ap.Arg180Glnp.R180QQ8N6M3protein_codingtolerated(0.4)possibly_damaging(0.849)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
FITM2SNVMissense_Mutationnovelc.499G>Ap.Val167Ilep.V167IQ8N6M3protein_codingtolerated(0.19)benign(0.038)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
Page: 1 2 3 

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