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: FAIM2

Gene summary for FAIM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAIM2

Gene ID

23017

Gene nameFas apoptotic inhibitory molecule 2
Gene AliasLFG
Cytomap12q13.12
Gene Typeprotein-coding
GO ID

GO:0002931

UniProtAcc

Q9BWQ8


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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
23017FAIM2ATC13HumanThyroidATC2.56e-357.10e-010.34
23017FAIM2ATC5HumanThyroidATC2.60e-447.60e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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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:200123335ThyroidATCregulation of apoptotic signaling pathway206/6293356/187232.81e-215.92e-19206
GO:2001234210ThyroidATCnegative regulation of apoptotic signaling pathway129/6293224/187231.26e-136.46e-12129
GO:0097191210ThyroidATCextrinsic apoptotic signaling pathway125/6293219/187237.19e-133.16e-11125
GO:2001236210ThyroidATCregulation of extrinsic apoptotic signaling pathway89/6293151/187231.43e-104.40e-0989
GO:0070997210ThyroidATCneuron death176/6293361/187231.43e-093.57e-08176
GO:190121428ThyroidATCregulation of neuron death156/6293319/187239.30e-091.96e-07156
GO:0008625111ThyroidATCextrinsic apoptotic signaling pathway via death domain receptors50/629382/187233.47e-075.13e-0650
GO:005140227ThyroidATCneuron apoptotic process120/6293246/187235.41e-077.75e-06120
GO:004352323ThyroidATCregulation of neuron apoptotic process104/6293212/187232.16e-062.58e-05104
GO:1902041110ThyroidATCregulation of extrinsic apoptotic signaling pathway via death domain receptors32/629349/187235.63e-066.00e-0532
GO:200123729ThyroidATCnegative regulation of extrinsic apoptotic signaling pathway54/629397/187236.41e-066.68e-0554
GO:190121519ThyroidATCnegative regulation of neuron death97/6293208/187236.19e-054.73e-0497
GO:000293111ThyroidATCresponse to ischemia34/629358/187238.05e-056.03e-0434
GO:190204212ThyroidATCnegative regulation of extrinsic apoptotic signaling pathway via death domain receptors19/629331/187231.45e-037.47e-0319
GO:004352412ThyroidATCnegative regulation of neuron apoptotic process66/6293145/187231.86e-039.11e-0366
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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
FAIM2SNVMissense_Mutationc.862G>Ap.Glu288Lysp.E288KQ9BWQ8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAIM2SNVMissense_Mutationc.211N>Tp.Ser71Cysp.S71CQ9BWQ8protein_codingdeleterious(0.05)benign(0.293)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
FAIM2SNVMissense_Mutationrs751246525c.839G>Ap.Arg280Glnp.R280QQ9BWQ8protein_codingdeleterious(0)possibly_damaging(0.593)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAIM2SNVMissense_Mutationrs773139598c.520N>Ap.Val174Ilep.V174IQ9BWQ8protein_codingtolerated(1)benign(0)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
FAIM2SNVMissense_Mutationc.156C>Ap.Phe52Leup.F52LQ9BWQ8protein_codingtolerated(0.36)benign(0.003)TCGA-G4-6322-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinPD
FAIM2SNVMissense_Mutationrs145638550c.173C>Tp.Ala58Valp.A58VQ9BWQ8protein_codingtolerated(0.16)benign(0.091)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAIM2SNVMissense_Mutationnovelc.437N>Tp.Ala146Valp.A146VQ9BWQ8protein_codingtolerated(0.12)benign(0.006)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
FAIM2SNVMissense_Mutationrs201425199c.295C>Tp.Arg99Cysp.R99CQ9BWQ8protein_codingdeleterious(0.01)benign(0.028)TCGA-AJ-A3NE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAIM2SNVMissense_Mutationrs751246525c.839N>Ap.Arg280Glnp.R280QQ9BWQ8protein_codingdeleterious(0)possibly_damaging(0.593)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAIM2SNVMissense_Mutationc.927N>Tp.Gln309Hisp.Q309HQ9BWQ8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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