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: FXN

Gene summary for FXN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FXN

Gene ID

2395

Gene namefrataxin
Gene AliasCyaY
Cytomap9q21.11
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

A0A0S2Z3G4


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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
2395FXNHTA11_3410_2000001011HumanColorectumAD1.41e-071.84e-010.0155
2395FXNHTA11_2487_2000001011HumanColorectumSER1.14e-021.53e-01-0.1808
2395FXNHTA11_1938_2000001011HumanColorectumAD1.85e-113.30e-01-0.0811
2395FXNHTA11_347_2000001011HumanColorectumAD1.88e-153.36e-01-0.1954
2395FXNHTA11_3361_2000001011HumanColorectumAD5.46e-031.57e-01-0.1207
2395FXNHTA11_83_2000001011HumanColorectumSER1.12e-083.34e-01-0.1526
2395FXNHTA11_696_2000001011HumanColorectumAD2.00e-051.78e-01-0.1464
2395FXNHTA11_866_2000001011HumanColorectumAD4.28e-102.13e-01-0.1001
2395FXNHTA11_1391_2000001011HumanColorectumAD2.01e-204.88e-01-0.059
2395FXNHTA11_5212_2000001011HumanColorectumAD2.28e-021.93e-01-0.2061
2395FXNHTA11_866_3004761011HumanColorectumAD7.84e-092.17e-010.096
2395FXNHTA11_4255_2000001011HumanColorectumSER2.79e-073.63e-010.0446
2395FXNHTA11_8622_2000001021HumanColorectumSER4.45e-031.83e-010.0528
2395FXNHTA11_7663_2000001011HumanColorectumSER7.76e-084.07e-010.0131
2395FXNHTA11_10623_2000001011HumanColorectumAD6.46e-073.17e-01-0.0177
2395FXNHTA11_10711_2000001011HumanColorectumAD6.02e-031.35e-010.0338
2395FXNHTA11_7696_3000711011HumanColorectumAD3.83e-122.89e-010.0674
2395FXNHTA11_6818_2000001011HumanColorectumAD1.38e-073.09e-010.0112
2395FXNHTA11_6818_2000001021HumanColorectumAD3.40e-072.77e-010.0588
2395FXNHTA11_99999970781_79442HumanColorectumMSS1.96e-102.10e-010.294
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
∗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:00453331ColorectumSERcellular respiration103/2897230/187232.35e-263.61e-23103
GO:00060911ColorectumSERgeneration of precursor metabolites and energy168/2897490/187231.39e-251.70e-22168
GO:00061191ColorectumSERoxidative phosphorylation75/2897141/187232.35e-252.40e-2275
GO:00159801ColorectumSERenergy derivation by oxidation of organic compounds119/2897318/187235.28e-224.62e-19119
GO:20012331ColorectumSERregulation of apoptotic signaling pathway101/2897356/187233.05e-104.07e-08101
GO:00069791ColorectumSERresponse to oxidative stress114/2897446/187231.75e-081.28e-06114
GO:00108211ColorectumSERregulation of mitochondrion organization48/2897144/187237.51e-084.70e-0648
GO:00003021ColorectumSERresponse to reactive oxygen species65/2897222/187231.21e-077.29e-0665
GO:00106391ColorectumSERnegative regulation of organelle organization90/2897348/187233.14e-071.69e-0590
GO:20012341ColorectumSERnegative regulation of apoptotic signaling pathway64/2897224/187233.98e-072.06e-0564
GO:00621971ColorectumSERcellular response to chemical stress87/2897337/187235.33e-072.59e-0587
GO:00086371ColorectumSERapoptotic mitochondrial changes35/2897107/187236.75e-062.35e-0435
GO:00345991ColorectumSERcellular response to oxidative stress73/2897288/187238.52e-062.86e-0473
GO:00550761ColorectumSERtransition metal ion homeostasis41/2897138/187231.66e-055.05e-0441
GO:00516041ColorectumSERprotein maturation73/2897294/187231.82e-055.38e-0473
GO:00425421ColorectumSERresponse to hydrogen peroxide42/2897146/187233.10e-058.27e-0442
GO:00018361ColorectumSERrelease of cytochrome c from mitochondria21/289759/187231.17e-042.44e-0321
GO:00100381ColorectumSERresponse to metal ion84/2897373/187231.87e-043.44e-0384
GO:00469161ColorectumSERcellular transition metal ion homeostasis33/2897115/187232.20e-043.89e-0333
GO:00164851ColorectumSERprotein processing55/2897225/187232.84e-044.67e-0355
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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
FXNSNVMissense_Mutationnovelc.485G>Ap.Gly162Glup.G162EQ16595protein_codingdeleterious(0.02)probably_damaging(1)TCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FXNSNVMissense_Mutationrs551991546c.446C>Tp.Thr149Metp.T149MQ16595protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FXNSNVMissense_Mutationc.320N>Tp.Ala107Valp.A107VQ16595protein_codingdeleterious(0.02)possibly_damaging(0.571)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FXNSNVMissense_Mutationnovelc.392N>Cp.Val131Alap.V131AQ16595protein_codingdeleterious(0.02)probably_damaging(0.991)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FXNSNVMissense_Mutationnovelc.470N>Ap.Ser157Tyrp.S157YQ16595protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FXNSNVMissense_Mutationnovelc.560N>Tp.Ala187Valp.A187VQ16595protein_codingdeleterious(0.03)benign(0.164)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FXNSNVMissense_Mutationnovelc.242N>Ap.Ser81Tyrp.S81YQ16595protein_codingdeleterious(0)benign(0.133)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FXNSNVMissense_Mutationnovelc.502N>Cp.Trp168Argp.W168RQ16595protein_codingdeleterious(0.02)benign(0.11)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
FXNSNVMissense_Mutationc.482G>Tp.Ser161Ilep.S161IQ16595protein_codingdeleterious(0)probably_damaging(0.979)TCGA-B5-A11Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FXNSNVMissense_Mutationc.327T>Ap.Phe109Leup.F109LQ16595protein_codingdeleterious(0.04)possibly_damaging(0.758)TCGA-D1-A17Q-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
2395FXNTRANSPORTER, ENZYMECISPLATINCISPLATIN12928720
2395FXNTRANSPORTER, ENZYMEERYTHROPOIETINEPOETIN BETA16269021
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