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: FYCO1

Gene summary for FYCO1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FYCO1

Gene ID

79443

Gene nameFYVE and coiled-coil domain autophagy adaptor 1
Gene AliasCATC2
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9BQS8


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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
79443FYCO1HCC1_MengHumanLiverHCC6.57e-173.50e-020.0246
79443FYCO1HCC2HumanLiverHCC1.57e-033.31e+000.5341
79443FYCO1S014HumanLiverHCC2.12e-022.85e-010.2254
79443FYCO1S016HumanLiverHCC1.66e-032.49e-010.2243
79443FYCO1S027HumanLiverHCC2.68e-044.79e-010.2446
79443FYCO1S028HumanLiverHCC8.26e-145.79e-010.2503
79443FYCO1S029HumanLiverHCC3.15e-094.91e-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:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
GO:003133122LiverHCCpositive regulation of cellular catabolic process295/7958427/187233.20e-291.45e-26295
GO:001623621LiverHCCmacroautophagy204/7958291/187238.66e-221.41e-19204
GO:002241112LiverHCCcellular component disassembly282/7958443/187231.02e-191.38e-17282
GO:001050621LiverHCCregulation of autophagy210/7958317/187237.59e-188.45e-16210
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:001624111LiverHCCregulation of macroautophagy96/7958141/187236.82e-102.14e-0896
GO:003298411LiverHCCprotein-containing complex disassembly138/7958224/187235.59e-091.46e-07138
GO:005165021LiverHCCestablishment of vesicle localization103/7958161/187232.94e-086.69e-07103
GO:00105082LiverHCCpositive regulation of autophagy81/7958124/187232.34e-074.17e-0681
GO:005164821LiverHCCvesicle localization107/7958177/187231.05e-061.57e-05107
GO:00723843LiverHCCorganelle transport along microtubule56/795885/187231.13e-051.29e-0456
GO:00973521LiverHCCautophagosome maturation30/795840/187233.04e-053.12e-0430
GO:003070521LiverHCCcytoskeleton-dependent intracellular transport111/7958195/187233.25e-053.28e-04111
GO:0047496LiverHCCvesicle transport along microtubule34/795847/187233.27e-053.29e-0434
GO:00109702LiverHCCtransport along microtubule90/7958155/187236.49e-055.92e-0490
GO:0016239LiverHCCpositive regulation of macroautophagy41/795863/187232.47e-041.84e-0341
GO:00995182LiverHCCvesicle cytoskeletal trafficking46/795873/187233.23e-042.28e-0346
GO:00432444LiverHCCregulation of protein-containing complex disassembly66/7958121/187234.94e-032.07e-0266
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513242LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513252LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
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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
FYCO1SNVMissense_Mutationnovelc.2753N>Cp.Glu918Alap.E918AQ9BQS8protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FYCO1SNVMissense_Mutationc.4159N>Gp.Thr1387Alap.T1387AQ9BQS8protein_codingdeleterious(0.04)possibly_damaging(0.872)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FYCO1SNVMissense_Mutationc.2548G>Cp.Glu850Glnp.E850QQ9BQS8protein_codingdeleterious(0.03)possibly_damaging(0.886)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
FYCO1SNVMissense_Mutationc.2950N>Gp.Gln984Glup.Q984EQ9BQS8protein_codingtolerated(0.54)benign(0.018)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
FYCO1SNVMissense_Mutationc.655N>Cp.Asp219Hisp.D219HQ9BQS8protein_codingdeleterious(0)probably_damaging(0.979)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
FYCO1SNVMissense_Mutationc.8N>Gp.Ser3Cysp.S3CQ9BQS8protein_codingdeleterious(0.01)possibly_damaging(0.873)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FYCO1deletionFrame_Shift_Delnovelc.2606delNp.Glu869GlyfsTer47p.E869Gfs*47Q9BQS8protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FYCO1SNVMissense_Mutationrs201358723c.844C>Tp.Arg282Cysp.R282CQ9BQS8protein_codingtolerated(0.2)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FYCO1SNVMissense_Mutationrs774439678c.754C>Tp.Arg252Cysp.R252CQ9BQS8protein_codingdeleterious(0)possibly_damaging(0.8)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FYCO1SNVMissense_Mutationc.1858N>Ap.Glu620Lysp.E620KQ9BQS8protein_codingtolerated(0.36)benign(0.003)TCGA-C5-A1M6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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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