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: ABHD12

Gene summary for ABHD12

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABHD12

Gene ID

26090

Gene nameabhydrolase domain containing 12, lysophospholipase
Gene AliasABHD12A
Cytomap20p11.21
Gene Typeprotein-coding
GO ID

GO:0001676

UniProtAcc

Q8N2K0


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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
26090ABHD12LZE20THumanEsophagusESCC4.74e-053.65e-010.0662
26090ABHD12LZE22D1HumanEsophagusHGIN4.19e-051.66e-010.0595
26090ABHD12LZE22THumanEsophagusESCC2.14e-066.08e-010.068
26090ABHD12LZE24THumanEsophagusESCC1.26e-237.16e-010.0596
26090ABHD12LZE21THumanEsophagusESCC3.32e-052.79e-010.0655
26090ABHD12P1T-EHumanEsophagusESCC2.26e-065.48e-010.0875
26090ABHD12P2T-EHumanEsophagusESCC3.01e-448.36e-010.1177
26090ABHD12P4T-EHumanEsophagusESCC4.87e-309.72e-010.1323
26090ABHD12P5T-EHumanEsophagusESCC6.67e-133.74e-010.1327
26090ABHD12P8T-EHumanEsophagusESCC3.33e-367.32e-010.0889
26090ABHD12P9T-EHumanEsophagusESCC1.25e-165.09e-010.1131
26090ABHD12P10T-EHumanEsophagusESCC4.10e-661.25e+000.116
26090ABHD12P11T-EHumanEsophagusESCC6.52e-301.21e+000.1426
26090ABHD12P12T-EHumanEsophagusESCC6.01e-398.75e-010.1122
26090ABHD12P15T-EHumanEsophagusESCC6.31e-336.93e-010.1149
26090ABHD12P16T-EHumanEsophagusESCC3.21e-351.01e+000.1153
26090ABHD12P17T-EHumanEsophagusESCC1.53e-148.16e-010.1278
26090ABHD12P19T-EHumanEsophagusESCC1.41e-086.13e-010.1662
26090ABHD12P20T-EHumanEsophagusESCC1.14e-481.03e+000.1124
26090ABHD12P21T-EHumanEsophagusESCC8.67e-541.29e+000.1617
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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
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:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00421573EsophagusESCClipoprotein metabolic process86/8552135/187231.78e-051.57e-0486
GO:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00065757EsophagusESCCcellular modified amino acid metabolic process112/8552188/187238.31e-056.06e-04112
GO:000961216EsophagusESCCresponse to mechanical stimulus124/8552216/187233.30e-041.94e-03124
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00442427EsophagusESCCcellular lipid catabolic process121/8552214/187238.63e-044.43e-03121
GO:00020842EsophagusESCCprotein depalmitoylation9/855210/187235.09e-031.92e-029
GO:00421593EsophagusESCClipoprotein catabolic process12/855215/187237.31e-032.63e-0212
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
GO:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00442425LiverNAFLDcellular lipid catabolic process52/1882214/187231.15e-092.17e-0752
GO:00160426LiverNAFLDlipid catabolic process63/1882320/187231.35e-071.02e-0563
GO:00066392LiverNAFLDacylglycerol metabolic process32/1882128/187238.82e-074.60e-0532
GO:00066382LiverNAFLDneutral lipid metabolic process32/1882129/187231.06e-065.35e-0532
GO:00464863LiverNAFLDglycerolipid metabolic process66/1882392/187231.94e-055.52e-0466
GO:00464612LiverNAFLDneutral lipid catabolic process12/188239/187233.02e-044.75e-0312
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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
ABHD12SNVMissense_Mutationnovelc.353N>Gp.Gln118Argp.Q118RQ8N2K0protein_codingtolerated(0.2)benign(0.229)TCGA-AC-A23G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
ABHD12insertionIn_Frame_Insnovelc.1158_1159insTTCCTTGTCAGCCCAAGGGAGGGCp.Arg386_Pro387insPheLeuValSerProArgGluGlyp.R386_P387insFLVSPREGQ8N2K0protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
ABHD12insertionFrame_Shift_Insnovelc.1084_1085insCTGCTCAGGGGGCCTCp.Val362AlafsTer24p.V362Afs*24Q8N2K0protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
ABHD12SNVMissense_Mutationnovelc.1039N>Gp.Ile347Valp.I347VQ8N2K0protein_codingtolerated(0.06)benign(0.023)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ABHD12SNVMissense_Mutationrs535070738c.430N>Ap.Val144Ilep.V144IQ8N2K0protein_codingdeleterious(0.03)benign(0.104)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ABHD12SNVMissense_Mutationc.349C>Ap.Pro117Thrp.P117TQ8N2K0protein_codingdeleterious(0)possibly_damaging(0.67)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ABHD12SNVMissense_Mutationc.293C>Gp.Ala98Glyp.A98GQ8N2K0protein_codingtolerated(0.12)possibly_damaging(0.52)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ABHD12SNVMissense_Mutationc.905N>Cp.Leu302Prop.L302PQ8N2K0protein_codingdeleterious(0)probably_damaging(0.989)TCGA-RU-A8FL-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
ABHD12SNVMissense_Mutationnovelc.1183N>Tp.Pro395Serp.P395SQ8N2K0protein_codingdeleterious_low_confidence(0)probably_damaging(0.932)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ABHD12SNVMissense_Mutationrs771187489c.875N>Ap.Arg292Glnp.R292QQ8N2K0protein_codingtolerated(0.1)probably_damaging(0.975)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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
26090ABHD12ENZYME, DRUGGABLE GENOME, PHOSPHOLIPASEinhibitor178101960ORLISTAT
26090ABHD12ENZYME, DRUGGABLE GENOME, PHOSPHOLIPASEinhibitor381744932
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