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: 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


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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
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
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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.

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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: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
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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
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
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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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