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: ACAD10

Gene summary for ACAD10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACAD10

Gene ID

80724

Gene nameacyl-CoA dehydrogenase family member 10
Gene AliasACAD10
Cytomap12q24.12
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q6JQN1


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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
80724ACAD10HCC1_MengHumanLiverHCC1.73e-324.62e-020.0246
80724ACAD10HCC2_MengHumanLiverHCC9.46e-035.91e-040.0107
80724ACAD10HCC2HumanLiverHCC2.47e-113.45e+000.5341
80724ACAD10S014HumanLiverHCC4.26e-073.98e-010.2254
80724ACAD10S015HumanLiverHCC4.04e-085.73e-010.2375
80724ACAD10S016HumanLiverHCC1.29e-095.34e-010.2243
80724ACAD10S028HumanLiverHCC7.06e-032.97e-010.2503
80724ACAD10S029HumanLiverHCC3.41e-022.60e-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:000663122LiverHCCfatty acid metabolic process238/7958390/187238.24e-144.84e-12238
GO:004428221LiverHCCsmall molecule catabolic process225/7958376/187236.50e-122.80e-10225
GO:001605421LiverHCCorganic acid catabolic process152/7958240/187235.11e-111.92e-09152
GO:00463952LiverHCCcarboxylic acid catabolic process149/7958236/187231.11e-103.87e-09149
GO:004424222LiverHCCcellular lipid catabolic process134/7958214/187232.07e-095.79e-08134
GO:001939522LiverHCCfatty acid oxidation72/7958103/187231.63e-083.92e-0772
GO:000906221LiverHCCfatty acid catabolic process70/7958100/187232.34e-085.44e-0770
GO:003444021LiverHCClipid oxidation73/7958108/187231.17e-072.25e-0673
GO:007232921LiverHCCmonocarboxylic acid catabolic process80/7958122/187232.18e-073.91e-0680
GO:000663521LiverHCCfatty acid beta-oxidation52/795874/187231.22e-061.80e-0552
GO:003025821LiverHCClipid modification123/7958212/187233.50e-064.58e-05123
GO:001604221LiverHCClipid catabolic process175/7958320/187236.50e-067.88e-05175
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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
ACAD10SNVMissense_Mutationnovelc.3055G>Ap.Ala1019Thrp.A1019TQ6JQN1protein_codingtolerated(0.22)benign(0.092)TCGA-A8-A08P-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
ACAD10SNVMissense_Mutationnovelc.1307N>Gp.Ala436Glyp.A436GQ6JQN1protein_codingdeleterious(0.02)possibly_damaging(0.669)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
ACAD10SNVMissense_Mutationrs766583324c.436N>Tp.Arg146Trpp.R146WQ6JQN1protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACAD10SNVMissense_Mutationrs370710385c.2593N>Tp.Arg865Cysp.R865CQ6JQN1protein_codingtolerated(0.08)benign(0.245)TCGA-AN-A0AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACAD10SNVMissense_Mutationnovelc.2681C>Ap.Thr894Asnp.T894NQ6JQN1protein_codingdeleterious(0)possibly_damaging(0.885)TCGA-AR-A1AH-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPD
ACAD10SNVMissense_Mutationrs750824318c.1012C>Tp.Arg338Cysp.R338CQ6JQN1protein_codingdeleterious(0.02)possibly_damaging(0.764)TCGA-D8-A13Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
ACAD10SNVMissense_Mutationnovelc.295N>Cp.Glu99Glnp.E99QQ6JQN1protein_codingtolerated(0.07)benign(0.073)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ACAD10SNVMissense_Mutationnovelc.1709N>Cp.Met570Thrp.M570TQ6JQN1protein_codingtolerated(0.7)benign(0.005)TCGA-LL-A5YM-01Breastbreast invasive carcinomaFemale>=65III/IVUnspecificletrozolePD
ACAD10insertionFrame_Shift_Insnovelc.2116_2117insTAGAACTATCAATTTATCCATTTATTGGGTACp.Glu706ValfsTer37p.E706Vfs*37Q6JQN1protein_codingTCGA-A8-A0A2-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ACAD10insertionFrame_Shift_Insnovelc.3044_3045insGTGTp.Gly1016CysfsTer14p.G1016Cfs*14Q6JQN1protein_codingTCGA-A8-A0A6-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyepirubicinCR
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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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