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: ACY1

Gene summary for ACY1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACY1

Gene ID

95

Gene nameaminoacylase 1
Gene AliasACY-1
Cytomap3p21.2
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q03154


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
95ACY1HTA11_3410_2000001011HumanColorectumAD1.92e-092.27e-010.0155
95ACY1HTA11_2487_2000001011HumanColorectumSER2.53e-341.03e+00-0.1808
95ACY1HTA11_2951_2000001011HumanColorectumAD3.40e-032.52e-010.0216
95ACY1HTA11_1938_2000001011HumanColorectumAD1.06e-195.63e-01-0.0811
95ACY1HTA11_78_2000001011HumanColorectumAD2.42e-134.30e-01-0.1088
95ACY1HTA11_347_2000001011HumanColorectumAD3.41e-194.11e-01-0.1954
95ACY1HTA11_411_2000001011HumanColorectumSER6.89e-141.55e+00-0.2602
95ACY1HTA11_2112_2000001011HumanColorectumSER3.88e-118.40e-01-0.2196
95ACY1HTA11_3361_2000001011HumanColorectumAD5.46e-225.20e-01-0.1207
95ACY1HTA11_83_2000001011HumanColorectumSER1.47e-062.71e-01-0.1526
95ACY1HTA11_696_2000001011HumanColorectumAD1.89e-274.92e-01-0.1464
95ACY1HTA11_866_2000001011HumanColorectumAD7.82e-132.93e-01-0.1001
95ACY1HTA11_1391_2000001011HumanColorectumAD2.44e-398.76e-01-0.059
95ACY1HTA11_2992_2000001011HumanColorectumSER2.50e-125.46e-01-0.1706
95ACY1HTA11_5212_2000001011HumanColorectumAD1.00e-073.42e-01-0.2061
95ACY1HTA11_5216_2000001011HumanColorectumSER3.40e-033.89e-01-0.1462
95ACY1HTA11_546_2000001011HumanColorectumAD8.36e-093.33e-01-0.0842
95ACY1HTA11_7862_2000001011HumanColorectumAD3.59e-093.05e-01-0.0179
95ACY1HTA11_866_3004761011HumanColorectumAD1.15e-092.28e-010.096
95ACY1HTA11_4255_2000001011HumanColorectumSER3.40e-032.80e-010.0446
Page: 1 2 3 4 5 6 7 

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
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
∗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:0006520ColorectumADcellular amino acid metabolic process81/3918284/187231.37e-031.19e-0281
GO:00065201ColorectumSERcellular amino acid metabolic process61/2897284/187234.20e-033.41e-0261
GO:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012306EsophagusHGINBiosynthesis of amino acids21/138375/84657.38e-034.63e-023.68e-0221
hsa0123013EsophagusHGINBiosynthesis of amino acids21/138375/84657.38e-034.63e-023.68e-0221
hsa0123023EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0123033EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0123021LiverHCCBiosynthesis of amino acids53/402075/84653.79e-052.11e-041.18e-0453
hsa0123031LiverHCCBiosynthesis of amino acids53/402075/84653.79e-052.11e-041.18e-0453
Page: 1 

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
ACY1SNVMissense_Mutationrs201048015c.307G>Cp.Glu103Glnp.E103QQ03154protein_codingtolerated(0.38)benign(0.009)TCGA-E2-A14Z-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
ACY1insertionFrame_Shift_Insnovelc.681_682insCACCCCAGGCTGATTGTp.Ala228HisfsTer22p.A228Hfs*22Q03154protein_codingTCGA-BH-A0HL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ACY1deletionFrame_Shift_Delnovelc.56_69delNNNNNNNNNNNNNNp.Leu20CysfsTer6p.L20Cfs*6Q03154protein_codingTCGA-C5-A1M8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ACY1SNVMissense_Mutationc.385N>Gp.Lys129Glup.K129EQ03154protein_codingdeleterious(0.01)possibly_damaging(0.809)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ACY1SNVMissense_Mutationrs779815701c.1058N>Ap.Arg353Hisp.R353HQ03154protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ACY1SNVMissense_Mutationc.907N>Ap.Leu303Ilep.L303IQ03154protein_codingtolerated(0.67)benign(0.015)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ACY1SNVMissense_Mutationnovelc.34N>Cp.Ser12Prop.S12PQ03154protein_codingtolerated(0.05)possibly_damaging(0.777)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ACY1SNVMissense_Mutationrs773804575c.127N>Tp.Arg43Cysp.R43CQ03154protein_codingdeleterious(0.04)benign(0.366)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
ACY1SNVMissense_Mutationrs781344834c.688N>Tp.Arg230Trpp.R230WQ03154protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
ACY1SNVMissense_Mutationrs553270370c.475G>Ap.Val159Metp.V159MQ03154protein_codingdeleterious(0.03)possibly_damaging(0.71)TCGA-AP-A1E1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

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