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: ACSM2A

Gene summary for ACSM2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACSM2A

Gene ID

123876

Gene nameacyl-CoA synthetase medium chain family member 2A
Gene AliasA-923A4.1
Cytomap16p12.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

B7Z530


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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
123876ACSM2ANAFLD1HumanLiverNAFLD6.60e-211.78e+00-0.04
123876ACSM2AS41HumanLiverCirrhotic2.46e-046.16e-01-0.0343
123876ACSM2AHCC1_MengHumanLiverHCC1.08e-35-4.05e-010.0246
123876ACSM2AHCC2_MengHumanLiverHCC4.58e-11-4.45e-010.0107
123876ACSM2Acirrhotic1HumanLiverCirrhotic1.01e-10-3.54e-010.0202
123876ACSM2Acirrhotic2HumanLiverCirrhotic5.12e-12-3.96e-010.0201
123876ACSM2Acirrhotic3HumanLiverCirrhotic6.98e-06-3.83e-010.0215
123876ACSM2AHCC1HumanLiverHCC5.78e-344.99e+000.5336
123876ACSM2AHCC2HumanLiverHCC2.33e-243.39e+000.5341
123876ACSM2AHCC5HumanLiverHCC4.88e-132.31e+000.4932
123876ACSM2APt13.aHumanLiverHCC1.06e-15-2.26e-010.021
123876ACSM2APt13.bHumanLiverHCC6.16e-28-1.62e-010.0251
123876ACSM2APt14.aHumanLiverHCC2.16e-03-1.85e-010.0169
123876ACSM2APt14.bHumanLiverHCC2.08e-143.02e-010.018
123876ACSM2APt14.dHumanLiverHCC7.55e-15-1.41e-010.0143
123876ACSM2AS014HumanLiverHCC1.33e-03-3.58e-010.2254
123876ACSM2AS016HumanLiverHCC1.73e-03-4.39e-010.2243
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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:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00092596LiverNAFLDribonucleotide metabolic process72/1882385/187231.51e-071.09e-0572
GO:0055090LiverNAFLDacylglycerol homeostasis17/188242/187232.22e-071.53e-0517
GO:0070328LiverNAFLDtriglyceride homeostasis17/188242/187232.22e-071.53e-0517
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:00425936LiverNAFLDglucose homeostasis45/1882258/187231.71e-043.08e-0345
GO:00335006LiverNAFLDcarbohydrate homeostasis45/1882259/187231.87e-043.29e-0345
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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
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
ACSM2ASNVMissense_Mutationnovelc.1390N>Ap.Asp464Asnp.D464NQ08AH3protein_codingdeleterious(0)probably_damaging(0.991)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ACSM2ASNVMissense_Mutationc.231N>Tp.Lys77Asnp.K77NQ08AH3protein_codingtolerated(0.34)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ACSM2ASNVMissense_Mutationc.991C>Ap.Leu331Ilep.L331IQ08AH3protein_codingdeleterious(0)probably_damaging(0.968)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACSM2ASNVMissense_Mutationc.985N>Tp.Pro329Serp.P329SQ08AH3protein_codingtolerated(0.11)benign(0.104)TCGA-AN-A0XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ACSM2ASNVMissense_Mutationnovelc.1463T>Cp.Val488Alap.V488AQ08AH3protein_codingdeleterious(0)probably_damaging(0.992)TCGA-GM-A3XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilCR
ACSM2ASNVMissense_Mutationc.1492G>Cp.Asp498Hisp.D498HQ08AH3protein_codingdeleterious(0)probably_damaging(0.99)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACSM2ASNVMissense_Mutationc.580N>Ap.Phe194Ilep.F194IQ08AH3protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-JW-A5VK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ACSM2ASNVMissense_Mutationnovelc.296N>Cp.Gly99Alap.G99AQ08AH3protein_codingtolerated(0.34)benign(0.007)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ACSM2ASNVMissense_Mutationrs556547446c.1415N>Ap.Arg472Glnp.R472QQ08AH3protein_codingdeleterious(0)possibly_damaging(0.655)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ACSM2ASNVMissense_Mutationc.739N>Ap.Gly247Serp.G247SQ08AH3protein_codingtolerated(0.41)benign(0.003)TCGA-AA-3841-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
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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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