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: ASRGL1

Gene summary for ASRGL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ASRGL1

Gene ID

80150

Gene nameasparaginase and isoaspartyl peptidase 1
Gene AliasALP
Cytomap11q12.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A0A024R573


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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
80150ASRGL1HTA11_3410_2000001011HumanColorectumAD2.11e-134.52e-010.0155
80150ASRGL1HTA11_696_2000001011HumanColorectumAD4.43e-186.44e-01-0.1464
80150ASRGL1HTA11_866_2000001011HumanColorectumAD2.37e-054.15e-01-0.1001
80150ASRGL1HTA11_1391_2000001011HumanColorectumAD4.08e-146.50e-01-0.059
80150ASRGL1HTA11_866_3004761011HumanColorectumAD2.35e-043.47e-010.096
80150ASRGL1HTA11_6801_2000001011HumanColorectumSER2.11e-023.34e-010.0171
80150ASRGL1HTA11_99999965104_69814HumanColorectumMSS3.61e-043.57e-010.281
80150ASRGL1A015-C-005HumanColorectumFAP2.35e-106.20e-01-0.0336
80150ASRGL1A015-C-104HumanColorectumFAP4.94e-042.22e-01-0.1899
80150ASRGL1CRC-1-8810HumanColorectumCRC3.75e-03-1.52e-010.6257
80150ASRGL1AEH-subject1HumanEndometriumAEH2.33e-103.71e-01-0.3059
80150ASRGL1AEH-subject3HumanEndometriumAEH7.25e-095.22e-01-0.2576
80150ASRGL1AEH-subject5HumanEndometriumAEH6.08e-095.38e-01-0.2953
80150ASRGL1EEC-subject1HumanEndometriumEEC6.54e-054.77e-01-0.2682
80150ASRGL1EEC-subject2HumanEndometriumEEC2.75e-074.62e-01-0.2607
80150ASRGL1EEC-subject3HumanEndometriumEEC1.60e-06-2.13e-01-0.2525
80150ASRGL1EEC-subject4HumanEndometriumEEC2.21e-196.09e-01-0.2571
80150ASRGL1EEC-subject5HumanEndometriumEEC3.58e-033.71e-01-0.249
80150ASRGL1GSM5276934HumanEndometriumEEC7.64e-22-6.72e-01-0.0913
80150ASRGL1GSM5276935HumanEndometriumEEC2.27e-13-2.06e-01-0.123
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0044282ColorectumADsmall molecule catabolic process118/3918376/187231.05e-063.55e-05118
GO:0016054ColorectumADorganic acid catabolic process73/3918240/187233.20e-043.81e-0373
GO:0046395ColorectumADcarboxylic acid catabolic process70/3918236/187239.06e-048.71e-0370
GO:0006520ColorectumADcellular amino acid metabolic process81/3918284/187231.37e-031.19e-0281
GO:00442821ColorectumSERsmall molecule catabolic process87/2897376/187235.31e-051.27e-0387
GO:00160541ColorectumSERorganic acid catabolic process53/2897240/187234.04e-033.30e-0253
GO:00065201ColorectumSERcellular amino acid metabolic process61/2897284/187234.20e-033.41e-0261
GO:00442822ColorectumMSSsmall molecule catabolic process94/3467376/187239.85e-049.86e-0394
GO:00160542ColorectumMSSorganic acid catabolic process61/3467240/187234.72e-033.31e-0261
GO:00442823ColorectumFAPsmall molecule catabolic process77/2622376/187233.25e-044.16e-0377
GO:00160543ColorectumFAPorganic acid catabolic process50/2622240/187232.30e-031.85e-0250
GO:00463951ColorectumFAPcarboxylic acid catabolic process48/2622236/187234.53e-033.08e-0248
GO:004428221LiverHCCsmall molecule catabolic process225/7958376/187236.50e-122.80e-10225
GO:001605421LiverHCCorganic acid catabolic process152/7958240/187235.11e-111.92e-09152
GO:00463952LiverHCCcarboxylic acid catabolic process149/7958236/187231.11e-103.87e-09149
GO:19016052LiverHCCalpha-amino acid metabolic process124/7958195/187232.07e-095.79e-08124
GO:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
GO:00090632LiverHCCcellular amino acid catabolic process70/7958110/187236.12e-067.52e-0570
GO:00090662LiverHCCaspartate family amino acid metabolic process34/795849/187231.28e-041.06e-0334
GO:19016062LiverHCCalpha-amino acid catabolic process53/795887/187234.01e-042.71e-0353
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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
ASRGL1SNVMissense_Mutationnovelc.841A>Cp.Thr281Prop.T281PQ7L266protein_codingtolerated(0.21)benign(0)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ASRGL1SNVMissense_Mutationc.736N>Cp.Glu246Glnp.E246QQ7L266protein_codingtolerated(0.23)benign(0.145)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
ASRGL1SNVMissense_Mutationrs748211190c.901N>Ap.Asp301Asnp.D301NQ7L266protein_codingdeleterious(0.01)benign(0.037)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ASRGL1SNVMissense_Mutationc.826G>Ap.Ala276Thrp.A276TQ7L266protein_codingtolerated(0.18)benign(0.043)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ASRGL1SNVMissense_Mutationrs777549556c.646N>Ap.Val216Ilep.V216IQ7L266protein_codingtolerated(0.34)benign(0.05)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
ASRGL1SNVMissense_Mutationrs778634465c.338C>Tp.Pro113Leup.P113LQ7L266protein_codingdeleterious(0.03)possibly_damaging(0.616)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ASRGL1SNVMissense_Mutationnovelc.469N>Ap.Ala157Thrp.A157TQ7L266protein_codingtolerated(0.16)benign(0.038)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ASRGL1SNVMissense_Mutationrs748211190c.901G>Ap.Asp301Asnp.D301NQ7L266protein_codingdeleterious(0.01)benign(0.037)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ASRGL1SNVMissense_Mutationrs200906420c.568G>Ap.Val190Ilep.V190IQ7L266protein_codingtolerated(0.38)benign(0.005)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ASRGL1SNVMissense_Mutationnovelc.773N>Tp.Arg258Metp.R258MQ7L266protein_codingdeleterious(0)possibly_damaging(0.852)TCGA-AP-A1DK-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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