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:000961520ThyroidPTCresponse to virus162/5968367/187234.52e-077.41e-06162
GO:00343408ThyroidPTCresponse to type I interferon35/596858/187237.35e-068.60e-0535
GO:1903900113ThyroidPTCregulation of viral life cycle72/5968148/187231.49e-051.58e-0472
GO:0044409113ThyroidPTCentry into host72/5968151/187233.48e-053.29e-0472
GO:0045069112ThyroidPTCregulation of viral genome replication45/596885/187234.46e-054.04e-0445
GO:0046718112ThyroidPTCviral entry into host cell68/5968144/187238.26e-057.00e-0468
GO:00713577ThyroidPTCcellular response to type I interferon30/596852/187231.06e-048.56e-0430
GO:00603377ThyroidPTCtype I interferon signaling pathway29/596850/187231.21e-049.66e-0429
GO:00516077ThyroidPTCdefense response to virus108/5968265/187231.34e-037.55e-03108
GO:01405467ThyroidPTCdefense response to symbiont108/5968265/187231.34e-037.55e-03108
GO:003434110ThyroidPTCresponse to interferon-gamma59/5968141/187237.88e-033.33e-0259
GO:0043903113ThyroidPTCregulation of biological process involved in symbiotic interaction33/596872/187239.04e-033.75e-0233
GO:001603234ThyroidATCviral process241/6293415/187235.50e-252.04e-22241
GO:001905835ThyroidATCviral life cycle173/6293317/187239.22e-155.50e-13173
GO:004440334ThyroidATCbiological process involved in symbiotic interaction153/6293290/187231.12e-114.12e-10153
GO:005170134ThyroidATCbiological process involved in interaction with host112/6293203/187231.93e-105.76e-09112
GO:001907929ThyroidATCviral genome replication78/6293131/187239.92e-102.55e-0878
GO:005079228ThyroidATCregulation of viral process90/6293164/187231.61e-083.23e-0790
GO:005212633ThyroidATCmovement in host environment94/6293175/187233.20e-086.00e-0794
GO:0009615111ThyroidATCresponse to virus173/6293367/187234.23e-087.71e-07173
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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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