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: ACOT1

Gene summary for ACOT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACOT1

Gene ID

641371

Gene nameacyl-CoA thioesterase 1
Gene AliasACH2
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0000038

UniProtAcc

E9KL42


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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
641371ACOT1HTA11_3410_2000001011HumanColorectumAD4.23e-021.22e-010.0155
641371ACOT1HTA11_2487_2000001011HumanColorectumSER2.79e-032.40e-01-0.1808
641371ACOT1HTA11_1938_2000001011HumanColorectumAD1.01e-042.64e-01-0.0811
641371ACOT1HTA11_78_2000001011HumanColorectumAD7.53e-082.69e-01-0.1088
641371ACOT1HTA11_347_2000001011HumanColorectumAD1.48e-143.67e-01-0.1954
641371ACOT1HTA11_411_2000001011HumanColorectumSER2.25e-034.37e-01-0.2602
641371ACOT1HTA11_83_2000001011HumanColorectumSER4.76e-052.69e-01-0.1526
641371ACOT1HTA11_696_2000001011HumanColorectumAD1.35e-072.27e-01-0.1464
641371ACOT1HTA11_866_2000001011HumanColorectumAD2.07e-071.63e-01-0.1001
641371ACOT1HTA11_1391_2000001011HumanColorectumAD7.07e-102.96e-01-0.059
641371ACOT1HTA11_5212_2000001011HumanColorectumAD5.31e-032.57e-01-0.2061
641371ACOT1HTA11_546_2000001011HumanColorectumAD2.25e-042.59e-01-0.0842
641371ACOT1HTA11_866_3004761011HumanColorectumAD2.55e-031.64e-010.096
641371ACOT1HTA11_10623_2000001011HumanColorectumAD2.03e-022.05e-01-0.0177
641371ACOT1HTA11_7696_3000711011HumanColorectumAD2.00e-051.54e-010.0674
641371ACOT1HTA11_6818_2000001011HumanColorectumAD2.29e-022.72e-010.0112
641371ACOT1HTA11_99999970781_79442HumanColorectumMSS1.17e-051.85e-010.294
641371ACOT1HTA11_99999965104_69814HumanColorectumMSS1.16e-052.55e-010.281
641371ACOT1HTA11_99999974143_84620HumanColorectumMSS8.62e-041.11e-010.3005
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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
∗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:0009409ColorectumADresponse to cold22/391849/187231.40e-041.98e-0322
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:0106106ColorectumADcold-induced thermogenesis43/3918144/187237.05e-034.31e-0243
GO:0120161ColorectumADregulation of cold-induced thermogenesis43/3918144/187237.05e-034.31e-0243
GO:1990845ColorectumADadaptive thermogenesis46/3918157/187237.97e-034.73e-0246
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
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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
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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
ACOT1SNVMissense_Mutationnovelc.1009G>Ap.Glu337Lysp.E337KQ86TX2protein_codingtolerated(0.51)benign(0.028)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ACOT1SNVMissense_Mutationrs778993401c.46N>Ap.Asp16Asnp.D16NQ86TX2protein_codingdeleterious(0.03)probably_damaging(0.915)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ACOT1SNVMissense_Mutationc.689N>Ap.Gly230Glup.G230EQ86TX2protein_codingdeleterious(0)probably_damaging(1)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ACOT1SNVMissense_Mutationnovelc.261N>Tp.Glu87Aspp.E87DQ86TX2protein_codingtolerated(0.55)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ACOT1SNVMissense_Mutationc.539N>Tp.Gly180Valp.G180VQ86TX2protein_codingdeleterious(0)possibly_damaging(0.783)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
ACOT1SNVMissense_Mutationrs757997047c.766G>Ap.Gly256Serp.G256SQ86TX2protein_codingtolerated(0.07)possibly_damaging(0.893)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ACOT1SNVMissense_Mutationnovelc.1204C>Tp.Leu402Phep.L402FQ86TX2protein_codingdeleterious(0)probably_damaging(0.917)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ACOT1SNVMissense_Mutationrs753448518c.757G>Ap.Val253Ilep.V253IQ86TX2protein_codingtolerated(0.59)benign(0)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ACOT1SNVMissense_Mutationnovelc.999C>Ap.Phe333Leup.F333LQ86TX2protein_codingtolerated(0.69)benign(0.018)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ACOT1SNVMissense_Mutationnovelc.781N>Ap.Val261Ilep.V261IQ86TX2protein_codingtolerated(0.19)benign(0.01)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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