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: ABHD13

Gene summary for ABHD13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABHD13

Gene ID

84945

Gene nameabhydrolase domain containing 13
Gene AliasBEM46L1
Cytomap13q33.3
Gene Typeprotein-coding
GO ID

GO:0002084

UniProtAcc

A0A024RDX1


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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
84945ABHD13LZE4THumanEsophagusESCC3.15e-039.20e-020.0811
84945ABHD13LZE7THumanEsophagusESCC4.72e-032.31e-010.0667
84945ABHD13LZE8THumanEsophagusESCC5.00e-052.36e-010.067
84945ABHD13LZE20THumanEsophagusESCC4.76e-031.27e-010.0662
84945ABHD13LZE24THumanEsophagusESCC1.19e-102.34e-010.0596
84945ABHD13LZE6THumanEsophagusESCC3.49e-031.50e-010.0845
84945ABHD13P1T-EHumanEsophagusESCC4.36e-029.48e-020.0875
84945ABHD13P2T-EHumanEsophagusESCC1.71e-132.26e-010.1177
84945ABHD13P4T-EHumanEsophagusESCC1.32e-092.52e-010.1323
84945ABHD13P5T-EHumanEsophagusESCC1.22e-026.95e-020.1327
84945ABHD13P8T-EHumanEsophagusESCC6.68e-263.89e-010.0889
84945ABHD13P9T-EHumanEsophagusESCC5.57e-072.20e-010.1131
84945ABHD13P10T-EHumanEsophagusESCC1.85e-162.70e-010.116
84945ABHD13P11T-EHumanEsophagusESCC7.52e-115.26e-010.1426
84945ABHD13P12T-EHumanEsophagusESCC2.46e-163.39e-010.1122
84945ABHD13P15T-EHumanEsophagusESCC8.24e-163.01e-010.1149
84945ABHD13P16T-EHumanEsophagusESCC4.17e-232.85e-010.1153
84945ABHD13P17T-EHumanEsophagusESCC4.29e-022.14e-010.1278
84945ABHD13P21T-EHumanEsophagusESCC1.68e-061.56e-010.1617
84945ABHD13P22T-EHumanEsophagusESCC1.85e-068.68e-020.1236
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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
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
∗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:00020842EsophagusESCCprotein depalmitoylation9/855210/187235.09e-031.92e-029
GO:00421593EsophagusESCClipoprotein catabolic process12/855215/187237.31e-032.63e-0212
GO:00356014Oral cavityOSCCprotein deacylation74/7305112/187235.88e-091.26e-0774
GO:00987324Oral cavityOSCCmacromolecule deacylation74/7305116/187235.52e-081.01e-0674
GO:00421572Oral cavityOSCClipoprotein metabolic process77/7305135/187231.61e-051.60e-0477
GO:00421592Oral cavityOSCClipoprotein catabolic process11/730515/187237.49e-032.75e-0211
GO:0002084Oral cavityOSCCprotein depalmitoylation8/730510/187231.03e-023.53e-028
GO:004215711Oral cavityLPlipoprotein metabolic process57/4623135/187235.59e-061.11e-0457
GO:003560113Oral cavityLPprotein deacylation48/4623112/187231.85e-053.14e-0448
GO:009873212Oral cavityLPmacromolecule deacylation48/4623116/187235.51e-057.58e-0448
GO:00421591Oral cavityLPlipoprotein catabolic process10/462315/187237.11e-046.37e-0310
GO:00020841Oral cavityLPprotein depalmitoylation7/462310/187233.24e-032.18e-027
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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
ABHD13SNVMissense_Mutationnovelc.962N>Tp.Ser321Ilep.S321IQ7L211protein_codingtolerated(0.22)benign(0.11)TCGA-A7-A3IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ABHD13SNVMissense_Mutationc.299N>Gp.Asn100Serp.N100SQ7L211protein_codingtolerated(0.1)benign(0.053)TCGA-BH-A1EX-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABHD13SNVMissense_Mutationc.193N>Tp.Leu65Phep.L65FQ7L211protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ABHD13SNVMissense_Mutationrs775164089c.706N>Tp.Arg236Cysp.R236CQ7L211protein_codingdeleterious(0.01)possibly_damaging(0.583)TCGA-E2-A1L9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ABHD13SNVMissense_Mutationc.547N>Ap.Asp183Asnp.D183NQ7L211protein_codingtolerated(0.68)possibly_damaging(0.669)TCGA-E9-A1NH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ABHD13SNVMissense_Mutationc.533C>Gp.Thr178Serp.T178SQ7L211protein_codingtolerated(1)benign(0.055)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
ABHD13SNVMissense_Mutationnovelc.184G>Ap.Asp62Asnp.D62NQ7L211protein_codingdeleterious(0)benign(0.348)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ABHD13SNVMissense_Mutationc.112C>Tp.His38Tyrp.H38YQ7L211protein_codingtolerated(0.77)benign(0.006)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ABHD13SNVMissense_Mutationc.825N>Cp.Met275Ilep.M275IQ7L211protein_codingdeleterious(0.01)probably_damaging(0.968)TCGA-FU-A3NI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ABHD13SNVMissense_Mutationnovelc.715N>Tp.Pro239Serp.P239SQ7L211protein_codingdeleterious(0)possibly_damaging(0.574)TCGA-MA-AA3X-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
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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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