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: ABHD4

Gene summary for ABHD4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABHD4

Gene ID

63874

Gene nameabhydrolase domain containing 4, N-acyl phospholipase B
Gene AliasABH4
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q8TB40


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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
63874ABHD4LZE4THumanEsophagusESCC1.07e-268.73e-010.0811
63874ABHD4LZE24THumanEsophagusESCC1.88e-081.11e-010.0596
63874ABHD4P2T-EHumanEsophagusESCC2.01e-151.35e-010.1177
63874ABHD4P4T-EHumanEsophagusESCC1.70e-123.40e-010.1323
63874ABHD4P5T-EHumanEsophagusESCC1.05e-087.54e-020.1327
63874ABHD4P8T-EHumanEsophagusESCC1.04e-132.69e-010.0889
63874ABHD4P9T-EHumanEsophagusESCC2.19e-172.64e-010.1131
63874ABHD4P10T-EHumanEsophagusESCC4.98e-163.65e-010.116
63874ABHD4P11T-EHumanEsophagusESCC7.29e-103.08e-010.1426
63874ABHD4P12T-EHumanEsophagusESCC9.33e-235.64e-010.1122
63874ABHD4P15T-EHumanEsophagusESCC1.90e-469.23e-010.1149
63874ABHD4P16T-EHumanEsophagusESCC8.81e-081.05e-010.1153
63874ABHD4P17T-EHumanEsophagusESCC5.31e-039.35e-020.1278
63874ABHD4P20T-EHumanEsophagusESCC2.52e-087.84e-020.1124
63874ABHD4P21T-EHumanEsophagusESCC1.59e-044.82e-020.1617
63874ABHD4P22T-EHumanEsophagusESCC7.68e-101.29e-010.1236
63874ABHD4P23T-EHumanEsophagusESCC6.57e-233.57e-010.108
63874ABHD4P24T-EHumanEsophagusESCC7.97e-033.55e-020.1287
63874ABHD4P26T-EHumanEsophagusESCC3.19e-193.52e-010.1276
63874ABHD4P27T-EHumanEsophagusESCC2.77e-215.03e-010.1055
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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
∗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:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00066541EsophagusESCCphosphatidic acid biosynthetic process26/855233/187231.06e-047.43e-0426
GO:00464733EsophagusESCCphosphatidic acid metabolic process28/855237/187232.00e-041.26e-0328
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
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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
ABHD4SNVMissense_Mutationc.137N>Ap.Arg46Lysp.R46KQ8TB40protein_codingtolerated(0.4)benign(0.003)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ABHD4SNVMissense_Mutationrs755342789c.199N>Ap.Asp67Asnp.D67NQ8TB40protein_codingtolerated(0.57)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ABHD4SNVMissense_Mutationc.421A>Gp.Ile141Valp.I141VQ8TB40protein_codingtolerated(0.32)benign(0.163)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ABHD4SNVMissense_Mutationrs768046002c.202C>Tp.Arg68Cysp.R68CQ8TB40protein_codingdeleterious(0)possibly_damaging(0.676)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ABHD4SNVMissense_Mutationnovelc.945N>Gp.Ile315Metp.I315MQ8TB40protein_codingdeleterious(0.01)probably_damaging(0.98)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
ABHD4SNVMissense_Mutationrs142817719c.203N>Ap.Arg68Hisp.R68HQ8TB40protein_codingdeleterious(0)possibly_damaging(0.511)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
ABHD4SNVMissense_Mutationnovelc.292C>Tp.His98Tyrp.H98YQ8TB40protein_codingtolerated(1)benign(0.015)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ABHD4SNVMissense_Mutationrs146234194c.190N>Ap.Glu64Lysp.E64KQ8TB40protein_codingtolerated(0.25)benign(0.01)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
ABHD4SNVMissense_Mutationrs202089812c.61N>Tp.Arg21Cysp.R21CQ8TB40protein_codingtolerated(1)benign(0)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ABHD4SNVMissense_Mutationnovelc.538N>Gp.Asn180Aspp.N180DQ8TB40protein_codingtolerated(1)benign(0)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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