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: ABHD16A

Gene summary for ABHD16A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABHD16A

Gene ID

7920

Gene nameabhydrolase domain containing 16A, phospholipase
Gene AliasBAT5
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0006575

UniProtAcc

B3KNX9


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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
7920ABHD16ALZE4THumanEsophagusESCC2.18e-061.93e-010.0811
7920ABHD16ALZE5THumanEsophagusESCC1.57e-022.22e-010.0514
7920ABHD16ALZE7THumanEsophagusESCC5.23e-197.62e-010.0667
7920ABHD16ALZE8THumanEsophagusESCC1.08e-123.67e-010.067
7920ABHD16ALZE20THumanEsophagusESCC7.18e-072.61e-010.0662
7920ABHD16ALZE21D1HumanEsophagusHGIN5.38e-033.63e-010.0632
7920ABHD16ALZE22D1HumanEsophagusHGIN5.14e-032.19e-010.0595
7920ABHD16ALZE22THumanEsophagusESCC1.00e-094.66e-010.068
7920ABHD16ALZE24THumanEsophagusESCC4.72e-437.70e-010.0596
7920ABHD16ALZE21THumanEsophagusESCC1.37e-063.44e-010.0655
7920ABHD16ALZE6THumanEsophagusESCC2.61e-094.51e-010.0845
7920ABHD16AP1T-EHumanEsophagusESCC2.44e-062.78e-010.0875
7920ABHD16AP2T-EHumanEsophagusESCC1.24e-518.89e-010.1177
7920ABHD16AP4T-EHumanEsophagusESCC1.72e-428.20e-010.1323
7920ABHD16AP5T-EHumanEsophagusESCC6.56e-152.61e-010.1327
7920ABHD16AP8T-EHumanEsophagusESCC3.87e-345.69e-010.0889
7920ABHD16AP9T-EHumanEsophagusESCC9.50e-133.26e-010.1131
7920ABHD16AP10T-EHumanEsophagusESCC1.35e-234.39e-010.116
7920ABHD16AP11T-EHumanEsophagusESCC1.85e-297.68e-010.1426
7920ABHD16AP12T-EHumanEsophagusESCC1.15e-457.80e-010.1122
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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:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00065757EsophagusESCCcellular modified amino acid metabolic process112/8552188/187238.31e-056.06e-04112
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00442427EsophagusESCCcellular lipid catabolic process121/8552214/187238.63e-044.43e-03121
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
GO:004424222LiverHCCcellular lipid catabolic process134/7958214/187232.07e-095.79e-08134
GO:000657521LiverHCCcellular modified amino acid metabolic process119/7958188/187236.47e-091.67e-07119
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:004648611LiverHCCglycerolipid metabolic process215/7958392/187234.54e-077.49e-06215
GO:001604221LiverHCClipid catabolic process175/7958320/187236.50e-067.88e-05175
GO:00066504LiverHCCglycerophospholipid metabolic process168/7958306/187237.27e-068.62e-05168
GO:00464342LiverHCCorganophosphate catabolic process89/7958155/187231.24e-041.03e-0389
GO:0098732LiverHCCmacromolecule deacylation67/7958116/187236.46e-043.99e-0367
GO:000663911LiverHCCacylglycerol metabolic process72/7958128/187231.16e-036.54e-0372
GO:000663811LiverHCCneutral lipid metabolic process72/7958129/187231.54e-038.14e-0372
GO:1901568LiverHCCfatty acid derivative metabolic process43/795874/187234.85e-032.04e-0243
GO:0098734LiverHCCmacromolecule depalmitoylation11/795814/187236.81e-032.73e-0211
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005615LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa0056112LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
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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
ABHD16ASNVMissense_Mutationc.1477N>Ap.Glu493Lysp.E493KO95870protein_codingdeleterious(0.01)benign(0.027)TCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
ABHD16ASNVMissense_Mutationc.507G>Cp.Lys169Asnp.K169NO95870protein_codingtolerated(0.18)probably_damaging(0.981)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ABHD16AdeletionFrame_Shift_Delnovelc.1106delNp.Pro369GlnfsTer6p.P369Qfs*6O95870protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ABHD16ASNVMissense_Mutationc.176N>Ap.Ser59Asnp.S59NO95870protein_codingtolerated(0.34)benign(0.378)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ABHD16ASNVMissense_Mutationc.1174N>Tp.Pro392Serp.P392SO95870protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3870-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
ABHD16ASNVMissense_Mutationc.431N>Tp.Arg144Metp.R144MO95870protein_codingtolerated(0.08)benign(0.275)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
ABHD16ASNVMissense_Mutationc.779N>Ap.Gly260Aspp.G260DO95870protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
ABHD16ASNVMissense_Mutationrs758057318c.1543G>Ap.Val515Metp.V515MO95870protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ABHD16ASNVMissense_Mutationrs780015445c.653G>Ap.Arg218Hisp.R218HO95870protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ABHD16ASNVMissense_Mutationc.350N>Ap.Gly117Aspp.G117DO95870protein_codingtolerated(0.06)possibly_damaging(0.789)TCGA-AP-A056-01Endometriumuterine 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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