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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: ACADVL

Gene summary for ACADVL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACADVL

Gene ID

37

Gene nameacyl-CoA dehydrogenase very long chain
Gene AliasACAD6
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

P49748


Top

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
37ACADVLGSM4909281HumanBreastIDC1.48e-14-5.38e-010.21
37ACADVLGSM4909282HumanBreastIDC6.91e-27-6.48e-01-0.0288
37ACADVLGSM4909285HumanBreastIDC2.82e-11-4.31e-010.21
37ACADVLGSM4909286HumanBreastIDC8.44e-34-7.11e-010.1081
37ACADVLGSM4909287HumanBreastIDC1.15e-21-6.15e-010.2057
37ACADVLGSM4909288HumanBreastIDC7.28e-08-6.27e-010.0988
37ACADVLGSM4909290HumanBreastIDC9.24e-20-6.51e-010.2096
37ACADVLGSM4909291HumanBreastIDC8.17e-13-6.02e-010.1753
37ACADVLGSM4909293HumanBreastIDC6.07e-17-5.43e-010.1581
37ACADVLGSM4909294HumanBreastIDC1.27e-26-6.72e-010.2022
37ACADVLGSM4909295HumanBreastIDC7.96e-05-4.69e-010.0898
37ACADVLGSM4909296HumanBreastIDC1.63e-38-7.32e-010.1524
37ACADVLGSM4909297HumanBreastIDC9.42e-22-3.12e-010.1517
37ACADVLGSM4909298HumanBreastIDC6.95e-08-3.59e-010.1551
37ACADVLGSM4909301HumanBreastIDC1.11e-20-6.29e-010.1577
37ACADVLGSM4909302HumanBreastIDC6.60e-07-3.80e-010.1545
37ACADVLGSM4909307HumanBreastIDC3.13e-22-6.49e-010.1569
37ACADVLGSM4909308HumanBreastIDC2.92e-15-5.10e-010.158
37ACADVLGSM4909309HumanBreastIDC2.25e-13-5.02e-010.0483
37ACADVLGSM4909311HumanBreastIDC5.38e-47-6.40e-010.1534
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00094095StomachSIMresponse to cold8/70849/187234.59e-047.62e-038
GO:001604211StomachSIMlipid catabolic process25/708320/187235.21e-048.27e-0325
GO:000606611StomachSIMalcohol metabolic process25/708353/187232.07e-032.22e-0225
GO:0019218StomachSIMregulation of steroid metabolic process10/708100/187234.55e-033.97e-0210
GO:00082021StomachSIMsteroid metabolic process22/708319/187235.09e-034.32e-0222
GO:001939521StomachSIMfatty acid oxidation10/708103/187235.61e-034.61e-0210
GO:0006091112ThyroidPTCgeneration of precursor metabolites and energy252/5968490/187238.24e-201.13e-17252
GO:0015980111ThyroidPTCenergy derivation by oxidation of organic compounds176/5968318/187232.67e-182.90e-16176
GO:0009266111ThyroidPTCresponse to temperature stimulus81/5968178/187239.20e-057.63e-0481
GO:001598028Thyroidgoitersenergy derivation by oxidation of organic compounds43/497318/187231.21e-188.38e-1643
GO:000609128Thyroidgoitersgeneration of precursor metabolites and energy48/497490/187235.54e-151.53e-1248
GO:000926624Thyroidgoitersresponse to temperature stimulus15/497178/187238.40e-052.74e-0315
GO:000940914Thyroidgoitersresponse to cold6/49749/187231.80e-033.19e-026
GO:000609134ThyroidATCgeneration of precursor metabolites and energy256/6293490/187236.55e-187.69e-16256
GO:001598034ThyroidATCenergy derivation by oxidation of organic compounds177/6293318/187233.60e-162.92e-14177
GO:000926632ThyroidATCresponse to temperature stimulus83/6293178/187232.03e-041.35e-0383
GO:00193959ThyroidATCfatty acid oxidation46/6293103/187231.26e-024.42e-0246
GO:000165912ThyroidATCtemperature homeostasis73/6293174/187231.29e-024.51e-0273
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00071ColorectumADFatty acid degradation20/209243/84651.50e-038.69e-035.54e-0320
hsa000711ColorectumADFatty acid degradation20/209243/84651.50e-038.69e-035.54e-0320
hsa000712ColorectumSERFatty acid degradation15/158043/84658.60e-034.26e-023.09e-0215
hsa000713ColorectumSERFatty acid degradation15/158043/84658.60e-034.26e-023.09e-0215
hsa000714ColorectumMSSFatty acid degradation17/187543/84657.50e-032.86e-021.75e-0217
hsa000715ColorectumMSSFatty acid degradation17/187543/84657.50e-032.86e-021.75e-0217
hsa000716ColorectumFAPFatty acid degradation15/140443/84652.73e-031.23e-027.50e-0315
hsa000717ColorectumFAPFatty acid degradation15/140443/84652.73e-031.23e-027.50e-0315
hsa012129EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0121214EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0007121LiverCirrhoticFatty acid degradation29/253043/84653.87e-074.95e-063.05e-0629
hsa012122LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa04936LiverCirrhoticAlcoholic liver disease60/2530142/84651.07e-035.85e-033.61e-0360
hsa0007131LiverCirrhoticFatty acid degradation29/253043/84653.87e-074.95e-063.05e-0629
hsa012123LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa049361LiverCirrhoticAlcoholic liver disease60/2530142/84651.07e-035.85e-033.61e-0360
hsa012124LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa0007141LiverHCCFatty acid degradation33/402043/84658.41e-054.27e-042.37e-0433
hsa049362LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa012125LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
Page: 1 2 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
ACADVLSNVMissense_Mutationc.232N>Tp.His78Tyrp.H78YP49748protein_codingtolerated(1)benign(0.093)TCGA-A8-A06O-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
ACADVLSNVMissense_Mutationrs794727111c.1435C>Tp.Arg479Cysp.R479CP49748protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ACADVLSNVMissense_Mutationc.874G>Cp.Asp292Hisp.D292HP49748protein_codingdeleterious(0)probably_damaging(0.97)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ACADVLSNVMissense_Mutationrs762653370c.1021N>Tp.Pro341Serp.P341SP49748protein_codingdeleterious(0)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACADVLSNVMissense_Mutationnovelc.1619N>Ap.Ser540Asnp.S540NP49748protein_codingtolerated(0.23)benign(0.014)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACADVLSNVMissense_Mutationc.1937N>Gp.Ser646Cysp.S646CP49748protein_codingdeleterious(0.03)benign(0.056)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ACADVLSNVMissense_Mutationnovelc.28N>Ap.Gly10Argp.G10RP49748protein_codingtolerated_low_confidence(0.75)unknown(0)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ACADVLSNVMissense_Mutationc.778T>Cp.Cys260Argp.C260RP49748protein_codingdeleterious(0.04)possibly_damaging(0.89)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ACADVLSNVMissense_Mutationc.673N>Ap.Leu225Ilep.L225IP49748protein_codingdeleterious(0.01)probably_damaging(0.971)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ACADVLdeletionFrame_Shift_Delnovelc.1450_1451delNNp.Phe484Terp.F484*P49748protein_codingTCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 6 

Top

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
Page: 1