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: ACOT13

Gene summary for ACOT13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACOT13

Gene ID

55856

Gene nameacyl-CoA thioesterase 13
Gene AliasHT012
Cytomap6p22.3
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

Q9NPJ3


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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
55856ACOT13LZE4THumanEsophagusESCC1.61e-124.09e-010.0811
55856ACOT13LZE7THumanEsophagusESCC1.36e-076.01e-010.0667
55856ACOT13LZE20THumanEsophagusESCC1.54e-031.94e-010.0662
55856ACOT13LZE22D1HumanEsophagusHGIN1.45e-021.76e-010.0595
55856ACOT13LZE22THumanEsophagusESCC2.14e-034.87e-010.068
55856ACOT13LZE24THumanEsophagusESCC1.20e-134.31e-010.0596
55856ACOT13LZE21THumanEsophagusESCC2.39e-032.68e-010.0655
55856ACOT13LZE6THumanEsophagusESCC5.43e-095.98e-010.0845
55856ACOT13P1T-EHumanEsophagusESCC2.52e-074.72e-010.0875
55856ACOT13P2T-EHumanEsophagusESCC5.66e-244.53e-010.1177
55856ACOT13P4T-EHumanEsophagusESCC1.89e-551.24e+000.1323
55856ACOT13P5T-EHumanEsophagusESCC7.97e-04-9.46e-040.1327
55856ACOT13P8T-EHumanEsophagusESCC1.63e-122.71e-010.0889
55856ACOT13P9T-EHumanEsophagusESCC7.33e-175.19e-010.1131
55856ACOT13P10T-EHumanEsophagusESCC4.44e-132.79e-010.116
55856ACOT13P11T-EHumanEsophagusESCC1.56e-073.80e-010.1426
55856ACOT13P12T-EHumanEsophagusESCC8.66e-214.43e-010.1122
55856ACOT13P15T-EHumanEsophagusESCC2.57e-163.83e-010.1149
55856ACOT13P16T-EHumanEsophagusESCC4.57e-212.73e-010.1153
55856ACOT13P17T-EHumanEsophagusESCC8.34e-177.77e-010.1278
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:00512623EsophagusESCCprotein tetramerization54/855287/187231.50e-037.06e-0354
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:01061066EsophagusESCCcold-induced thermogenesis80/8552144/187231.07e-023.65e-0280
GO:01201616EsophagusESCCregulation of cold-induced thermogenesis80/8552144/187231.07e-023.65e-0280
GO:19908452LiverNAFLDadaptive thermogenesis28/1882157/187231.91e-031.93e-0228
GO:00016592LiverNAFLDtemperature homeostasis29/1882174/187234.48e-033.61e-0229
GO:01061063LiverNAFLDcold-induced thermogenesis25/1882144/187234.66e-033.74e-0225
GO:01201613LiverNAFLDregulation of cold-induced thermogenesis25/1882144/187234.66e-033.74e-0225
GO:0051262LiverHCCprotein tetramerization50/795887/187233.42e-031.55e-0250
GO:010610611LiverHCCcold-induced thermogenesis76/7958144/187238.07e-033.18e-0276
GO:012016111LiverHCCregulation of cold-induced thermogenesis76/7958144/187238.07e-033.18e-0276
GO:199084511LiverHCCadaptive thermogenesis81/7958157/187231.32e-024.72e-0281
GO:0051289LiverHCCprotein homotetramerization33/795857/187231.37e-024.86e-0233
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:00512622Oral cavityOSCCprotein tetramerization48/730587/187231.60e-037.62e-0348
GO:01061065Oral cavityOSCCcold-induced thermogenesis71/7305144/187237.51e-032.75e-0271
GO:01201615Oral cavityOSCCregulation of cold-induced thermogenesis71/7305144/187237.51e-032.75e-0271
GO:00016594Oral cavityOSCCtemperature homeostasis84/7305174/187237.84e-032.87e-0284
GO:19908454Oral cavityOSCCadaptive thermogenesis76/7305157/187231.02e-023.52e-0276
GO:00512591Oral cavityLPprotein complex oligomerization85/4623238/187238.81e-051.11e-0385
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
ACOT13SNVMissense_Mutationnovelc.226N>Ap.Glu76Lysp.E76KQ9NPJ3protein_codingtolerated(0.27)benign(0.044)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
ACOT13SNVMissense_Mutationnovelc.274T>Cp.Ser92Prop.S92PQ9NPJ3protein_codingdeleterious(0.03)possibly_damaging(0.816)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACOT13SNVMissense_Mutationc.344N>Cp.Phe115Serp.F115SQ9NPJ3protein_codingdeleterious(0)probably_damaging(0.995)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
ACOT13SNVMissense_Mutationc.83N>Ap.Ile28Asnp.I28NQ9NPJ3protein_codingdeleterious(0)benign(0.235)TCGA-CL-5918-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ACOT13SNVMissense_Mutationc.286N>Ap.Leu96Ilep.L96IQ9NPJ3protein_codingtolerated(1)benign(0)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ACOT13SNVMissense_Mutationnovelc.212C>Ap.Ala71Aspp.A71DQ9NPJ3protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ACOT13SNVMissense_Mutationrs148153546c.169N>Ap.Gly57Serp.G57SQ9NPJ3protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
ACOT13SNVMissense_Mutationnovelc.269N>Gp.Tyr90Cysp.Y90CQ9NPJ3protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
ACOT13SNVMissense_Mutationnovelc.397A>Gp.Arg133Glyp.R133GQ9NPJ3protein_codingtolerated(0.11)probably_damaging(0.995)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ACOT13SNVMissense_Mutationc.395N>Tp.Gly132Valp.G132VQ9NPJ3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BS-A0UV-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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