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: ASNS

Gene summary for ASNS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ASNS

Gene ID

440

Gene nameasparagine synthetase (glutamine-hydrolyzing)
Gene AliasASNSD
Cytomap7q21.3
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

P08243


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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
440ASNSLZE21THumanEsophagusESCC3.91e-022.15e-010.0655
440ASNSP2T-EHumanEsophagusESCC2.28e-226.59e-010.1177
440ASNSP4T-EHumanEsophagusESCC3.35e-287.84e-010.1323
440ASNSP5T-EHumanEsophagusESCC1.47e-176.30e-010.1327
440ASNSP8T-EHumanEsophagusESCC5.51e-148.06e-020.0889
440ASNSP9T-EHumanEsophagusESCC2.55e-082.04e-010.1131
440ASNSP10T-EHumanEsophagusESCC7.33e-175.32e-010.116
440ASNSP11T-EHumanEsophagusESCC2.23e-102.61e-010.1426
440ASNSP12T-EHumanEsophagusESCC2.03e-165.06e-010.1122
440ASNSP15T-EHumanEsophagusESCC4.92e-185.68e-010.1149
440ASNSP16T-EHumanEsophagusESCC3.10e-329.58e-010.1153
440ASNSP17T-EHumanEsophagusESCC3.36e-081.00e+000.1278
440ASNSP19T-EHumanEsophagusESCC7.37e-032.53e-010.1662
440ASNSP20T-EHumanEsophagusESCC1.88e-133.81e-010.1124
440ASNSP21T-EHumanEsophagusESCC1.89e-268.52e-010.1617
440ASNSP22T-EHumanEsophagusESCC3.73e-082.11e-010.1236
440ASNSP23T-EHumanEsophagusESCC2.12e-189.79e-010.108
440ASNSP24T-EHumanEsophagusESCC2.90e-166.72e-010.1287
440ASNSP26T-EHumanEsophagusESCC1.31e-318.13e-010.1276
440ASNSP27T-EHumanEsophagusESCC2.35e-103.35e-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
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.

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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:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:0031668111EsophagusESCCcellular response to extracellular stimulus168/8552246/187234.93e-132.23e-11168
GO:0031669110EsophagusESCCcellular response to nutrient levels148/8552215/187234.58e-121.76e-10148
GO:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:0009267110EsophagusESCCcellular response to starvation110/8552156/187232.63e-107.37e-09110
GO:004259419EsophagusESCCresponse to starvation133/8552197/187234.31e-101.14e-08133
GO:004578710EsophagusESCCpositive regulation of cell cycle196/8552313/187239.27e-102.24e-08196
GO:004593116EsophagusESCCpositive regulation of mitotic cell cycle83/8552121/187232.78e-074.08e-0683
GO:0061008110EsophagusESCChepaticobiliary system development98/8552150/187238.91e-071.15e-0598
GO:0001889110EsophagusESCCliver development96/8552147/187231.18e-061.47e-0596
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:00421492EsophagusESCCcellular response to glucose starvation36/855248/187233.43e-052.80e-0436
GO:00432007EsophagusESCCresponse to amino acid74/8552116/187236.23e-054.76e-0474
GO:000110110EsophagusESCCresponse to acid chemical84/8552135/187237.70e-055.74e-0484
GO:000963620EsophagusESCCresponse to toxic substance150/8552262/187231.00e-047.12e-04150
GO:00086525EsophagusESCCcellular amino acid biosynthetic process51/855276/187231.30e-048.88e-0451
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0123023EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0123033EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
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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
ASNSSNVMissense_Mutationc.1487N>Tp.Ala496Valp.A496VP08243protein_codingtolerated(0.23)benign(0)TCGA-A2-A25B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxoterePD
ASNSSNVMissense_Mutationc.169N>Cp.Phe57Leup.F57LP08243protein_codingtolerated(0.49)benign(0.055)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ASNSSNVMissense_Mutationc.1474N>Ap.Gln492Lysp.Q492KP08243protein_codingtolerated(0.93)benign(0.007)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ASNSSNVMissense_Mutationnovelc.1176N>Tp.Arg392Serp.R392SP08243protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AR-A24Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ASNSSNVMissense_Mutationnovelc.802N>Ap.Ala268Thrp.A268TP08243protein_codingdeleterious(0)probably_damaging(0.965)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ASNSSNVMissense_Mutationc.1555C>Tp.Arg519Cysp.R519CP08243protein_codingdeleterious(0)probably_damaging(0.983)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ASNSSNVMissense_Mutationnovelc.1352C>Tp.Thr451Metp.T451MP08243protein_codingdeleterious(0)benign(0.436)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ASNSSNVMissense_Mutationnovelc.541N>Tp.Leu181Phep.L181FP08243protein_codingtolerated(0.08)benign(0.423)TCGA-C5-A905-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ASNSSNVMissense_Mutationnovelc.1643C>Gp.Ser548Cysp.S548CP08243protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ASNSSNVMissense_Mutationc.632N>Tp.Pro211Leup.P211LP08243protein_codingdeleterious(0.04)probably_damaging(0.916)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=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
440ASNSCLINICALLY ACTIONABLE, ENZYME, DRUG RESISTANCEASPARAGINASEASPARAGINASE28069604
440ASNSCLINICALLY ACTIONABLE, ENZYME, DRUG RESISTANCEasparaginaseASPARAGINASE24268318
440ASNSCLINICALLY ACTIONABLE, ENZYME, DRUG RESISTANCEL-ASPARAGINASEASPARAGINASE11556848
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