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: ACOT2

Gene summary for ACOT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACOT2

Gene ID

10965

Gene nameacyl-CoA thioesterase 2
Gene AliasCTE-IA
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0000038

UniProtAcc

P49753


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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
10965ACOT2HTA11_3410_2000001011HumanColorectumAD5.92e-132.85e-010.0155
10965ACOT2HTA11_2487_2000001011HumanColorectumSER1.76e-083.11e-01-0.1808
10965ACOT2HTA11_1938_2000001011HumanColorectumAD4.54e-114.11e-01-0.0811
10965ACOT2HTA11_78_2000001011HumanColorectumAD7.47e-113.45e-01-0.1088
10965ACOT2HTA11_347_2000001011HumanColorectumAD1.09e-275.44e-01-0.1954
10965ACOT2HTA11_411_2000001011HumanColorectumSER3.40e-096.40e-01-0.2602
10965ACOT2HTA11_3361_2000001011HumanColorectumAD1.54e-072.68e-01-0.1207
10965ACOT2HTA11_83_2000001011HumanColorectumSER1.45e-083.74e-01-0.1526
10965ACOT2HTA11_696_2000001011HumanColorectumAD1.61e-173.88e-01-0.1464
10965ACOT2HTA11_866_2000001011HumanColorectumAD2.96e-122.95e-01-0.1001
10965ACOT2HTA11_1391_2000001011HumanColorectumAD9.73e-174.16e-01-0.059
10965ACOT2HTA11_2992_2000001011HumanColorectumSER3.13e-063.58e-01-0.1706
10965ACOT2HTA11_5212_2000001011HumanColorectumAD1.68e-064.39e-01-0.2061
10965ACOT2HTA11_5216_2000001011HumanColorectumSER3.03e-032.59e-01-0.1462
10965ACOT2HTA11_546_2000001011HumanColorectumAD2.54e-073.12e-01-0.0842
10965ACOT2HTA11_7862_2000001011HumanColorectumAD4.00e-062.84e-01-0.0179
10965ACOT2HTA11_866_3004761011HumanColorectumAD1.90e-164.04e-010.096
10965ACOT2HTA11_4255_2000001011HumanColorectumSER3.05e-032.59e-010.0446
10965ACOT2HTA11_8622_2000001021HumanColorectumSER1.55e-043.25e-010.0528
10965ACOT2HTA11_7663_2000001011HumanColorectumSER1.09e-074.56e-010.0131
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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: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:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0033865ColorectumADnucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:0033875ColorectumADribonucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:0034032ColorectumADpurine nucleoside bisphosphate metabolic process42/3918128/187231.12e-031.02e-0242
GO:00061631ColorectumSERpurine nucleotide metabolic process109/2897396/187234.26e-105.44e-08109
GO:00091501ColorectumSERpurine ribonucleotide metabolic process103/2897368/187234.69e-105.68e-08103
GO:00725211ColorectumSERpurine-containing compound metabolic process113/2897416/187234.80e-105.68e-08113
GO:00092591ColorectumSERribonucleotide metabolic process104/2897385/187233.27e-093.04e-07104
GO:00196931ColorectumSERribose phosphate metabolic process105/2897396/187238.15e-097.14e-07105
GO:00091171ColorectumSERnucleotide metabolic process122/2897489/187232.50e-081.76e-06122
GO:00067531ColorectumSERnucleoside phosphate metabolic process122/2897497/187236.64e-084.33e-06122
GO:00067901ColorectumSERsulfur compound metabolic process73/2897339/187231.75e-031.81e-0273
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00062ColorectumSERFatty acid elongation11/158027/84656.38e-033.68e-022.67e-0211
hsa000621ColorectumSERFatty acid elongation11/158027/84656.38e-033.68e-022.67e-0211
hsa000622LiverHCCFatty acid elongation20/402027/84654.58e-031.36e-027.55e-0320
hsa010402LiverHCCBiosynthesis of unsaturated fatty acids19/402027/84651.37e-023.33e-021.85e-0219
hsa0006211LiverHCCFatty acid elongation20/402027/84654.58e-031.36e-027.55e-0320
hsa010403LiverHCCBiosynthesis of unsaturated fatty acids19/402027/84651.37e-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
ACOT2SNVMissense_Mutationc.875N>Ap.Gly292Glup.G292EP49753protein_codingdeleterious(0)probably_damaging(1)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ACOT2SNVMissense_Mutationrs775410758c.620G>Cp.Arg207Prop.R207PP49753protein_codingdeleterious(0.01)benign(0.238)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ACOT2SNVMissense_Mutationnovelc.887N>Tp.Gly296Valp.G296VP49753protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
ACOT2SNVMissense_Mutationc.26N>Gp.His9Argp.H9RP49753protein_codingdeleterious_low_confidence(0)benign(0)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
ACOT2SNVMissense_Mutationnovelc.194C>Tp.Ala65Valp.A65VP49753protein_codingtolerated(0.55)benign(0.015)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ACOT2SNVMissense_Mutationc.203N>Gp.Ile68Serp.I68SP49753protein_codingtolerated(0.76)benign(0.001)TCGA-AA-3854-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ACOT2SNVMissense_Mutationc.26A>Gp.His9Argp.H9RP49753protein_codingdeleterious_low_confidence(0)benign(0)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ACOT2SNVMissense_Mutationnovelc.133C>Ap.Leu45Metp.L45MP49753protein_codingtolerated(0.22)benign(0.094)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ACOT2SNVMissense_Mutationrs765220557c.46A>Gp.Arg16Glyp.R16GP49753protein_codingdeleterious_low_confidence(0.01)benign(0)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ACOT2SNVMissense_Mutationnovelc.63G>Ap.Met21Ilep.M21IP49753protein_codingtolerated_low_confidence(0.23)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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