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: ACSM5

Gene summary for ACSM5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACSM5

Gene ID

54988

Gene nameacyl-CoA synthetase medium chain family member 5
Gene AliasACSM5
Cytomap16p12.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q6NUN0


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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
54988ACSM5NAFLD1HumanLiverNAFLD2.55e-089.13e-01-0.04
54988ACSM5S41HumanLiverCirrhotic3.73e-023.48e-01-0.0343
54988ACSM5HCC1_MengHumanLiverHCC5.82e-03-9.99e-020.0246
54988ACSM5HCC2_MengHumanLiverHCC4.57e-04-1.16e-010.0107
54988ACSM5HCC1HumanLiverHCC3.13e-174.95e+000.5336
54988ACSM5HCC2HumanLiverHCC2.89e-043.05e+000.5341
54988ACSM5S029HumanLiverHCC3.34e-034.43e-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:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00160535LiverNAFLDorganic acid biosynthetic process77/1882316/187231.03e-136.69e-1177
GO:00463945LiverNAFLDcarboxylic acid biosynthetic process75/1882314/187236.37e-133.39e-1075
GO:00092596LiverNAFLDribonucleotide metabolic process72/1882385/187231.51e-071.09e-0572
GO:00196936LiverNAFLDribose phosphate metabolic process73/1882396/187232.23e-071.53e-0573
GO:00091177LiverNAFLDnucleotide metabolic process85/1882489/187233.31e-072.18e-0585
GO:00723303LiverNAFLDmonocarboxylic acid biosynthetic process46/1882214/187235.06e-073.07e-0546
GO:00067537LiverNAFLDnucleoside phosphate metabolic process85/1882497/187236.69e-073.83e-0585
GO:00725217LiverNAFLDpurine-containing compound metabolic process74/1882416/187237.73e-074.27e-0574
GO:00091507LiverNAFLDpurine ribonucleotide metabolic process67/1882368/187231.10e-065.44e-0567
GO:00061637LiverNAFLDpurine nucleotide metabolic process70/1882396/187231.93e-068.23e-0570
GO:00067904LiverNAFLDsulfur compound metabolic process58/1882339/187233.79e-059.38e-0458
GO:00338653LiverNAFLDnucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00338753LiverNAFLDribonucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00340323LiverNAFLDpurine nucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:0006637LiverNAFLDacyl-CoA metabolic process21/188296/187234.72e-046.74e-0321
GO:0035383LiverNAFLDthioester metabolic process21/188296/187234.72e-046.74e-0321
GO:00066334LiverNAFLDfatty acid biosynthetic process29/1882163/187231.67e-031.74e-0229
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
GO:001605312LiverCirrhoticorganic acid biosynthetic process139/4634316/187234.28e-143.83e-12139
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00650LiverNAFLDButanoate metabolism11/104327/84651.88e-043.62e-032.92e-0311
hsa006501LiverNAFLDButanoate metabolism11/104327/84651.88e-043.62e-032.92e-0311
hsa006502LiverCirrhoticButanoate metabolism15/253027/84654.71e-031.74e-021.07e-0215
hsa006503LiverCirrhoticButanoate metabolism15/253027/84654.71e-031.74e-021.07e-0215
hsa006504LiverHCCButanoate metabolism19/402027/84651.37e-023.33e-021.85e-0219
hsa006505LiverHCCButanoate metabolism19/402027/84651.37e-023.33e-021.85e-0219
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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
ACSM5SNVMissense_Mutationnovelc.501N>Gp.Ile167Metp.I167MQ6NUN0protein_codingdeleterious(0.03)probably_damaging(0.938)TCGA-A2-A25B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxoterePD
ACSM5SNVMissense_Mutationc.967N>Tp.Ile323Phep.I323FQ6NUN0protein_codingdeleterious(0.02)benign(0.125)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACSM5SNVMissense_Mutationrs375332436c.1261G>Ap.Val421Ilep.V421IQ6NUN0protein_codingtolerated(1)benign(0.006)TCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
ACSM5SNVMissense_Mutationc.653G>Cp.Arg218Thrp.R218TQ6NUN0protein_codingdeleterious(0.04)benign(0.015)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
ACSM5insertionNonsense_Mutationnovelc.190_191insCCATCACACAGCAGAACTGAGACTp.Ser64delinsThrIleThrGlnGlnAsnTerAspCysp.S64delinsTITQQN*DCQ6NUN0protein_codingTCGA-E9-A1NI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ACSM5SNVMissense_Mutationnovelc.1698G>Tp.Lys566Asnp.K566NQ6NUN0protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACSM5SNVMissense_Mutationc.1036G>Ap.Gly346Argp.G346RQ6NUN0protein_codingdeleterious(0)possibly_damaging(0.861)TCGA-C5-A2M1-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ACSM5SNVMissense_Mutationrs530105948c.721G>Ap.Glu241Lysp.E241KQ6NUN0protein_codingtolerated(0.47)benign(0.263)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
ACSM5SNVMissense_Mutationnovelc.65C>Gp.Ser22Cysp.S22CQ6NUN0protein_codingtolerated(0.18)benign(0.302)TCGA-VS-A8QM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ACSM5SNVMissense_Mutationc.1303N>Cp.Tyr435Hisp.Y435HQ6NUN0protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AA-3494-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPR
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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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