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: ABHD10

Gene summary for ABHD10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABHD10

Gene ID

55347

Gene nameabhydrolase domain containing 10, depalmitoylase
Gene AliasABHD10
Cytomap3q13.2
Gene Typeprotein-coding
GO ID

GO:0002084

UniProtAcc

Q9NUJ1


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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
55347ABHD10LZE4THumanEsophagusESCC2.56e-131.97e-010.0811
55347ABHD10LZE7THumanEsophagusESCC7.40e-114.16e-010.0667
55347ABHD10LZE24THumanEsophagusESCC3.32e-172.27e-010.0596
55347ABHD10P1T-EHumanEsophagusESCC4.83e-031.58e-010.0875
55347ABHD10P2T-EHumanEsophagusESCC1.95e-161.57e-010.1177
55347ABHD10P4T-EHumanEsophagusESCC8.20e-183.64e-010.1323
55347ABHD10P5T-EHumanEsophagusESCC8.38e-142.86e-010.1327
55347ABHD10P8T-EHumanEsophagusESCC1.13e-234.47e-010.0889
55347ABHD10P9T-EHumanEsophagusESCC4.94e-072.39e-010.1131
55347ABHD10P10T-EHumanEsophagusESCC6.12e-224.39e-010.116
55347ABHD10P11T-EHumanEsophagusESCC2.35e-143.04e-010.1426
55347ABHD10P12T-EHumanEsophagusESCC3.00e-152.32e-010.1122
55347ABHD10P15T-EHumanEsophagusESCC1.20e-191.91e-010.1149
55347ABHD10P16T-EHumanEsophagusESCC9.12e-274.29e-010.1153
55347ABHD10P17T-EHumanEsophagusESCC2.76e-051.45e-010.1278
55347ABHD10P20T-EHumanEsophagusESCC3.81e-152.51e-010.1124
55347ABHD10P21T-EHumanEsophagusESCC1.88e-183.28e-010.1617
55347ABHD10P22T-EHumanEsophagusESCC7.85e-244.69e-010.1236
55347ABHD10P23T-EHumanEsophagusESCC3.21e-132.11e-010.108
55347ABHD10P24T-EHumanEsophagusESCC2.41e-031.08e-010.1287
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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
∗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:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00421573EsophagusESCClipoprotein metabolic process86/8552135/187231.78e-051.57e-0486
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:19016574EsophagusESCCglycosyl compound metabolic process57/855288/187232.32e-041.44e-0357
GO:001605216EsophagusESCCcarbohydrate catabolic process91/8552154/187235.39e-042.97e-0391
GO:19011362EsophagusESCCcarbohydrate derivative catabolic process99/8552172/187231.11e-035.54e-0399
GO:00442751EsophagusESCCcellular carbohydrate catabolic process27/855240/187234.39e-031.73e-0227
GO:00020842EsophagusESCCprotein depalmitoylation9/855210/187235.09e-031.92e-029
GO:00421593EsophagusESCClipoprotein catabolic process12/855215/187237.31e-032.63e-0212
GO:00161373EsophagusESCCglycoside metabolic process16/855222/187239.46e-033.28e-0216
GO:001605222LiverHCCcarbohydrate catabolic process99/7958154/187233.79e-088.30e-0799
GO:00421571LiverHCClipoprotein metabolic process86/7958135/187235.21e-078.38e-0686
GO:004426221LiverHCCcellular carbohydrate metabolic process153/7958283/187235.27e-055.00e-04153
GO:1901136LiverHCCcarbohydrate derivative catabolic process98/7958172/187238.71e-057.62e-0498
GO:19016571LiverHCCglycosyl compound metabolic process55/795888/187231.20e-041.01e-0355
GO:0042159LiverHCClipoprotein catabolic process13/795815/187235.67e-043.61e-0313
GO:0098732LiverHCCmacromolecule deacylation67/7958116/187236.46e-043.99e-0367
GO:00356011LiverHCCprotein deacylation64/7958112/187231.23e-036.83e-0364
GO:00161371LiverHCCglycoside metabolic process16/795822/187234.03e-031.76e-0216
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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
ABHD10SNVMissense_Mutationc.856N>Ap.Asp286Asnp.D286NQ9NUJ1protein_codingdeleterious(0.03)possibly_damaging(0.725)TCGA-FU-A3HY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ABHD10SNVMissense_Mutationc.716N>Ap.Cys239Tyrp.C239YQ9NUJ1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ABHD10SNVMissense_Mutationrs145014452c.494N>Ap.Arg165Glnp.R165QQ9NUJ1protein_codingdeleterious(0)possibly_damaging(0.806)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ABHD10SNVMissense_Mutationc.868C>Ap.Leu290Ilep.L290IQ9NUJ1protein_codingtolerated(0.32)benign(0.009)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
ABHD10SNVMissense_Mutationnovelc.589N>Tp.Val197Leup.V197LQ9NUJ1protein_codingtolerated(0.33)benign(0.024)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ABHD10SNVMissense_Mutationnovelc.376N>Gp.Thr126Alap.T126AQ9NUJ1protein_codingdeleterious(0.01)possibly_damaging(0.755)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ABHD10SNVMissense_Mutationrs779860005c.316N>Ap.Ala106Thrp.A106TQ9NUJ1protein_codingdeleterious(0)possibly_damaging(0.881)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
ABHD10SNVMissense_Mutationnovelc.253N>Ap.Leu85Ilep.L85IQ9NUJ1protein_codingtolerated(0.52)benign(0.01)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ABHD10SNVMissense_Mutationnovelc.828N>Gp.His276Glnp.H276QQ9NUJ1protein_codingtolerated(0.52)benign(0.011)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ABHD10SNVMissense_Mutationnovelc.779N>Cp.Val260Alap.V260AQ9NUJ1protein_codingdeleterious(0)possibly_damaging(0.745)TCGA-EO-A3B0-01Endometriumuterine 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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