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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: APEH

Gene summary for APEH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

APEH

Gene ID

327

Gene nameacylaminoacyl-peptide hydrolase
Gene AliasAARE
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

A0A024R2U9


Top

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
327APEHHTA11_3410_2000001011HumanColorectumAD2.54e-041.14e-010.0155
327APEHHTA11_2487_2000001011HumanColorectumSER1.88e-216.12e-01-0.1808
327APEHHTA11_1938_2000001011HumanColorectumAD6.23e-146.04e-01-0.0811
327APEHHTA11_78_2000001011HumanColorectumAD1.67e-104.49e-01-0.1088
327APEHHTA11_347_2000001011HumanColorectumAD2.69e-184.24e-01-0.1954
327APEHHTA11_411_2000001011HumanColorectumSER1.23e-081.01e+00-0.2602
327APEHHTA11_2112_2000001011HumanColorectumSER2.96e-086.28e-01-0.2196
327APEHHTA11_3361_2000001011HumanColorectumAD8.15e-195.68e-01-0.1207
327APEHHTA11_83_2000001011HumanColorectumSER3.30e-135.92e-01-0.1526
327APEHHTA11_696_2000001011HumanColorectumAD8.02e-286.15e-01-0.1464
327APEHHTA11_866_2000001011HumanColorectumAD1.91e-103.88e-01-0.1001
327APEHHTA11_1391_2000001011HumanColorectumAD6.04e-227.50e-01-0.059
327APEHHTA11_2992_2000001011HumanColorectumSER4.06e-074.31e-01-0.1706
327APEHHTA11_5212_2000001011HumanColorectumAD1.66e-064.42e-01-0.2061
327APEHHTA11_5216_2000001011HumanColorectumSER6.86e-044.36e-01-0.1462
327APEHHTA11_546_2000001011HumanColorectumAD4.69e-023.06e-01-0.0842
327APEHHTA11_7862_2000001011HumanColorectumAD1.43e-053.34e-01-0.0179
327APEHHTA11_866_3004761011HumanColorectumAD4.49e-144.04e-010.096
327APEHHTA11_4255_2000001011HumanColorectumSER1.33e-025.07e-010.0446
327APEHHTA11_8622_2000001021HumanColorectumSER2.42e-053.30e-010.0528
Page: 1 2 3 4 5 6 7 8 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:0032984ColorectumADprotein-containing complex disassembly81/3918224/187239.41e-084.65e-0681
GO:0043624ColorectumADcellular protein complex disassembly45/3918136/187236.24e-046.48e-0345
GO:00224111ColorectumSERcellular component disassembly114/2897443/187231.17e-089.59e-07114
GO:00329841ColorectumSERprotein-containing complex disassembly61/2897224/187234.17e-061.60e-0461
GO:00436241ColorectumSERcellular protein complex disassembly37/2897136/187233.08e-045.00e-0337
GO:00224112ColorectumMSScellular component disassembly130/3467443/187231.44e-088.46e-07130
GO:00329842ColorectumMSSprotein-containing complex disassembly69/3467224/187235.61e-061.50e-0469
GO:0050435ColorectumMSSamyloid-beta metabolic process21/346767/187237.90e-034.84e-0221
GO:00329843ColorectumMSI-Hprotein-containing complex disassembly28/1319224/187232.24e-033.01e-0228
GO:00224113ColorectumMSI-Hcellular component disassembly47/1319443/187233.26e-033.99e-0247
GO:002241120EsophagusHGINcellular component disassembly102/2587443/187238.31e-084.33e-06102
GO:003298415EsophagusHGINprotein-containing complex disassembly50/2587224/187233.43e-045.56e-0350
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:003298416EsophagusESCCprotein-containing complex disassembly151/8552224/187233.45e-111.15e-09151
GO:00436245EsophagusESCCcellular protein complex disassembly78/8552136/187234.00e-031.62e-0278
GO:00224117LiverCirrhoticcellular component disassembly182/4634443/187231.59e-141.54e-12182
GO:00329846LiverCirrhoticprotein-containing complex disassembly82/4634224/187234.78e-055.54e-0482
GO:002241112LiverHCCcellular component disassembly282/7958443/187231.02e-191.38e-17282
GO:003298411LiverHCCprotein-containing complex disassembly138/7958224/187235.59e-091.46e-07138
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
APEHSNVMissense_Mutationnovelc.251A>Gp.Asn84Serp.N84SP13798protein_codingtolerated(0.83)benign(0)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
APEHSNVMissense_Mutationnovelc.1822N>Tp.Val608Leup.V608LP13798protein_codingtolerated(0.08)benign(0.357)TCGA-E2-A155-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
APEHinsertionFrame_Shift_Insnovelc.1833_1834insGAGAATGTGCAGTATGGTGAGCTGGGp.Pro612GlufsTer11p.P612Efs*11P13798protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
APEHdeletionFrame_Shift_Delnovelc.1270delNp.Ser425ProfsTer9p.S425Pfs*9P13798protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
APEHdeletionFrame_Shift_Delnovelc.1471delNp.Pro491LeufsTer44p.P491Lfs*44P13798protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
APEHSNVMissense_Mutationnovelc.1505N>Ap.Met502Lysp.M502KP13798protein_codingdeleterious(0)benign(0.044)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
APEHSNVMissense_Mutationnovelc.2131N>Cp.Glu711Glnp.E711QP13798protein_codingtolerated(0.2)benign(0.062)TCGA-PN-A8MA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
APEHSNVMissense_Mutationc.1068N>Ap.Phe356Leup.F356LP13798protein_codingdeleterious(0)probably_damaging(0.991)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
APEHSNVMissense_Mutationrs758684307c.2078N>Ap.Arg693Glnp.R693QP13798protein_codingdeleterious(0.02)benign(0.435)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
APEHSNVMissense_Mutationrs767157178c.335N>Tp.Thr112Metp.T112MP13798protein_codingtolerated(0.09)benign(0.205)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

Top

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
327APEHDRUGGABLE GENOME, PROTEASE, ENZYMEinhibitor252166764
Page: 1