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: ACSS2

Gene summary for ACSS2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACSS2

Gene ID

55902

Gene nameacyl-CoA synthetase short chain family member 2
Gene AliasACAS2
Cytomap20q11.22
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q96FY7


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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
55902ACSS2HTA11_3410_2000001011HumanColorectumAD6.03e-13-5.46e-010.0155
55902ACSS2HTA11_2487_2000001011HumanColorectumSER5.26e-065.80e-01-0.1808
55902ACSS2HTA11_347_2000001011HumanColorectumAD6.41e-331.16e+00-0.1954
55902ACSS2HTA11_411_2000001011HumanColorectumSER2.04e-111.09e+00-0.2602
55902ACSS2HTA11_2112_2000001011HumanColorectumSER1.95e-038.58e-01-0.2196
55902ACSS2HTA11_83_2000001011HumanColorectumSER6.83e-034.84e-01-0.1526
55902ACSS2HTA11_696_2000001011HumanColorectumAD1.11e-066.15e-01-0.1464
55902ACSS2HTA11_866_2000001011HumanColorectumAD3.01e-024.77e-01-0.1001
55902ACSS2HTA11_866_3004761011HumanColorectumAD2.74e-07-4.54e-010.096
55902ACSS2HTA11_10711_2000001011HumanColorectumAD2.04e-03-4.67e-010.0338
55902ACSS2HTA11_7696_3000711011HumanColorectumAD8.02e-19-6.14e-010.0674
55902ACSS2HTA11_6818_2000001021HumanColorectumAD1.59e-07-6.93e-010.0588
55902ACSS2HTA11_99999970781_79442HumanColorectumMSS2.13e-10-5.32e-010.294
55902ACSS2HTA11_99999973899_84307HumanColorectumMSS1.01e-02-5.22e-010.2585
55902ACSS2HTA11_99999974143_84620HumanColorectumMSS1.69e-11-5.16e-010.3005
55902ACSS2F007HumanColorectumFAP3.66e-12-6.76e-010.1176
55902ACSS2A002-C-010HumanColorectumFAP9.32e-17-6.04e-010.242
55902ACSS2A001-C-207HumanColorectumFAP6.54e-10-5.41e-010.1278
55902ACSS2A015-C-203HumanColorectumFAP3.23e-33-5.83e-01-0.1294
55902ACSS2A015-C-204HumanColorectumFAP3.24e-06-3.28e-01-0.0228
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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
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:0006091ColorectumADgeneration of precursor metabolites and energy209/3918490/187233.17e-286.61e-25209
GO:0009150ColorectumADpurine ribonucleotide metabolic process142/3918368/187234.29e-151.17e-12142
GO:0006163ColorectumADpurine nucleotide metabolic process149/3918396/187231.08e-142.80e-12149
GO:0072521ColorectumADpurine-containing compound metabolic process153/3918416/187234.34e-141.01e-11153
GO:0009259ColorectumADribonucleotide metabolic process144/3918385/187235.25e-141.13e-11144
GO:0019693ColorectumADribose phosphate metabolic process145/3918396/187233.01e-135.71e-11145
GO:0009117ColorectumADnucleotide metabolic process168/3918489/187232.20e-123.36e-10168
GO:0006753ColorectumADnucleoside phosphate metabolic process169/3918497/187234.99e-126.98e-10169
GO:0009152ColorectumADpurine ribonucleotide biosynthetic process64/3918169/187233.09e-071.22e-0564
GO:0009260ColorectumADribonucleotide biosynthetic process66/3918182/187231.25e-064.02e-0566
GO:0046390ColorectumADribose phosphate biosynthetic process67/3918190/187233.21e-069.05e-0567
GO:0006164ColorectumADpurine nucleotide biosynthetic process66/3918191/187238.22e-061.97e-0466
GO:0072522ColorectumADpurine-containing compound biosynthetic process68/3918200/187231.12e-052.55e-0468
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:1901293ColorectumADnucleoside phosphate biosynthetic process80/3918256/187236.31e-051.05e-0380
GO:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0009165ColorectumADnucleotide biosynthetic process79/3918254/187238.33e-051.30e-0379
GO:0033865ColorectumADnucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:0033875ColorectumADribonucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00620ColorectumADPyruvate metabolism28/209247/84653.71e-075.41e-063.45e-0628
hsa00640ColorectumADPropanoate metabolism18/209232/84651.33e-041.11e-037.08e-0418
hsa006201ColorectumADPyruvate metabolism28/209247/84653.71e-075.41e-063.45e-0628
hsa006401ColorectumADPropanoate metabolism18/209232/84651.33e-041.11e-037.08e-0418
hsa012002ColorectumSERCarbon metabolism40/1580115/84652.77e-053.41e-042.47e-0440
hsa006402ColorectumSERPropanoate metabolism13/158032/84653.20e-032.12e-021.54e-0213
hsa012003ColorectumSERCarbon metabolism40/1580115/84652.77e-053.41e-042.47e-0440
hsa006403ColorectumSERPropanoate metabolism13/158032/84653.20e-032.12e-021.54e-0213
hsa006204ColorectumMSSPyruvate metabolism24/187547/84651.25e-051.35e-048.27e-0524
hsa012004ColorectumMSSCarbon metabolism43/1875115/84651.37e-041.17e-037.19e-0443
hsa006404ColorectumMSSPropanoate metabolism15/187532/84651.68e-039.05e-035.55e-0315
hsa006205ColorectumMSSPyruvate metabolism24/187547/84651.25e-051.35e-048.27e-0524
hsa012005ColorectumMSSCarbon metabolism43/1875115/84651.37e-041.17e-037.19e-0443
hsa006405ColorectumMSSPropanoate metabolism15/187532/84651.68e-039.05e-035.55e-0315
hsa006406ColorectumFAPPropanoate metabolism15/140432/84656.21e-056.10e-043.71e-0415
hsa006206ColorectumFAPPyruvate metabolism17/140447/84659.18e-045.20e-033.16e-0317
hsa006407ColorectumFAPPropanoate metabolism15/140432/84656.21e-056.10e-043.71e-0415
hsa006207ColorectumFAPPyruvate metabolism17/140447/84659.18e-045.20e-033.16e-0317
hsa012008ColorectumCRCCarbon metabolism28/1091115/84655.43e-045.48e-033.72e-0328
hsa006408ColorectumCRCPropanoate metabolism11/109132/84651.51e-031.17e-027.94e-0311
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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
ACSS2SNVMissense_Mutationc.535N>Tp.Ala179Serp.A179SQ9NR19protein_codingdeleterious(0.03)probably_damaging(0.913)TCGA-D8-A1XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamide+tamoxifenSD
ACSS2SNVMissense_Mutationnovelc.1966N>Ap.Ala656Thrp.A656TQ9NR19protein_codingdeleterious(0)possibly_damaging(0.71)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACSS2SNVMissense_Mutationc.403N>Gp.Gln135Glup.Q135EQ9NR19protein_codingtolerated(0.26)benign(0.01)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ACSS2SNVMissense_Mutationnovelc.2033N>Tp.Arg678Leup.R678LQ9NR19protein_codingdeleterious(0)probably_damaging(0.987)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ACSS2SNVMissense_Mutationnovelc.517C>Ap.Leu173Ilep.L173IQ9NR19protein_codingdeleterious(0.05)possibly_damaging(0.461)TCGA-AA-3939-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ACSS2SNVMissense_Mutationnovelc.1518C>Ap.Phe506Leup.F506LQ9NR19protein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ACSS2SNVMissense_Mutationrs757812388c.329G>Ap.Arg110Glnp.R110QQ9NR19protein_codingdeleterious(0.01)possibly_damaging(0.746)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ACSS2SNVMissense_Mutationrs774600970c.1705N>Tp.Arg569Trpp.R569WQ9NR19protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ACSS2SNVMissense_Mutationnovelc.2050N>Tp.Ala684Serp.A684SQ9NR19protein_codingdeleterious(0)probably_damaging(0.951)TCGA-AA-A02J-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ACSS2SNVMissense_Mutationrs754546126c.1639N>Ap.Glu547Lysp.E547KQ9NR19protein_codingtolerated(0.28)benign(0.014)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
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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
55902ACSS2ENZYME, TRANSCRIPTION FACTORdocetaxelDOCETAXEL21636554
55902ACSS2ENZYME, TRANSCRIPTION FACTORinhibitor405560508
55902ACSS2ENZYME, TRANSCRIPTION FACTORpaclitaxelPACLITAXEL21636554
55902ACSS2ENZYME, TRANSCRIPTION FACTORgemcitabineGEMCITABINE21636554
55902ACSS2ENZYME, TRANSCRIPTION FACTORethanolALCOHOL28550509
55902ACSS2ENZYME, TRANSCRIPTION FACTORcisplatinCISPLATIN21636554
55902ACSS2ENZYME, TRANSCRIPTION FACTORcarboplatinCARBOPLATIN21636554
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