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: ADSL

Gene summary for ADSL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADSL

Gene ID

158

Gene nameadenylosuccinate lyase
Gene AliasAMPS
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

P30566


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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
158ADSLHTA11_3410_2000001011HumanColorectumAD5.90e-112.51e-010.0155
158ADSLHTA11_2487_2000001011HumanColorectumSER2.44e-051.89e-01-0.1808
158ADSLHTA11_2951_2000001011HumanColorectumAD3.34e-043.63e-010.0216
158ADSLHTA11_1938_2000001011HumanColorectumAD3.43e-082.98e-01-0.0811
158ADSLHTA11_78_2000001011HumanColorectumAD2.64e-093.12e-01-0.1088
158ADSLHTA11_347_2000001011HumanColorectumAD6.75e-132.66e-01-0.1954
158ADSLHTA11_411_2000001011HumanColorectumSER1.86e-064.38e-01-0.2602
158ADSLHTA11_3361_2000001011HumanColorectumAD2.57e-073.50e-01-0.1207
158ADSLHTA11_83_2000001011HumanColorectumSER2.70e-123.34e-01-0.1526
158ADSLHTA11_696_2000001011HumanColorectumAD1.42e-143.33e-01-0.1464
158ADSLHTA11_866_2000001011HumanColorectumAD2.07e-082.13e-01-0.1001
158ADSLHTA11_1391_2000001011HumanColorectumAD4.56e-174.73e-01-0.059
158ADSLHTA11_2992_2000001011HumanColorectumSER1.09e-022.39e-01-0.1706
158ADSLHTA11_5212_2000001011HumanColorectumAD2.28e-021.93e-01-0.2061
158ADSLHTA11_5216_2000001011HumanColorectumSER3.40e-033.63e-01-0.1462
158ADSLHTA11_546_2000001011HumanColorectumAD2.76e-073.18e-01-0.0842
158ADSLHTA11_7862_2000001011HumanColorectumAD2.47e-083.55e-01-0.0179
158ADSLHTA11_866_3004761011HumanColorectumAD4.00e-265.50e-010.096
158ADSLHTA11_4255_2000001011HumanColorectumSER2.49e-085.15e-010.0446
158ADSLHTA11_8622_2000001021HumanColorectumSER1.95e-073.65e-010.0528
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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
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
∗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:00362937LiverCirrhoticresponse to decreased oxygen levels113/4634322/187231.87e-052.52e-04113
GO:00016667LiverCirrhoticresponse to hypoxia108/4634307/187232.51e-053.26e-04108
GO:000916111LiverCirrhoticribonucleoside monophosphate metabolic process29/463458/187232.87e-053.64e-0429
GO:000758411LiverCirrhoticresponse to nutrient67/4634174/187233.83e-054.59e-0467
GO:00463905LiverCirrhoticribose phosphate biosynthetic process71/4634190/187237.09e-057.98e-0471
GO:00091265LiverCirrhoticpurine nucleoside monophosphate metabolic process23/463444/187237.87e-058.61e-0423
GO:00092605LiverCirrhoticribonucleotide biosynthetic process68/4634182/187231.00e-041.05e-0368
GO:00091654LiverCirrhoticnucleotide biosynthetic process89/4634254/187231.45e-041.40e-0389
GO:19012934LiverCirrhoticnucleoside phosphate biosynthetic process89/4634256/187231.97e-041.82e-0389
GO:00091675LiverCirrhoticpurine ribonucleoside monophosphate metabolic process21/463441/187232.32e-042.11e-0321
GO:00091526LiverCirrhoticpurine ribonucleotide biosynthetic process62/4634169/187233.52e-043.00e-0362
GO:00725225LiverCirrhoticpurine-containing compound biosynthetic process69/4634200/187231.22e-038.24e-0369
GO:00061645LiverCirrhoticpurine nucleotide biosynthetic process65/4634191/187232.42e-031.46e-0265
GO:0014823LiverCirrhoticresponse to activity30/463476/187233.19e-031.80e-0230
GO:000609122LiverHCCgeneration of precursor metabolites and energy340/7958490/187234.04e-342.85e-31340
GO:000906012LiverHCCaerobic respiration147/7958189/187233.13e-236.61e-21147
GO:004533312LiverHCCcellular respiration171/7958230/187236.35e-231.26e-20171
GO:001598022LiverHCCenergy derivation by oxidation of organic compounds221/7958318/187231.02e-221.86e-20221
GO:000911722LiverHCCnucleotide metabolic process300/7958489/187231.61e-171.71e-15300
GO:000675322LiverHCCnucleoside phosphate metabolic process304/7958497/187231.78e-171.85e-15304
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa01240LiverCirrhoticBiosynthesis of cofactors66/2530153/84653.11e-041.99e-031.23e-0366
hsa01232LiverCirrhoticNucleotide metabolism39/253085/84651.27e-036.73e-034.15e-0339
hsa012401LiverCirrhoticBiosynthesis of cofactors66/2530153/84653.11e-041.99e-031.23e-0366
hsa012321LiverCirrhoticNucleotide metabolism39/253085/84651.27e-036.73e-034.15e-0339
hsa012402LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa012322LiverHCCNucleotide metabolism59/402085/84653.30e-051.88e-041.04e-0459
hsa012403LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa012323LiverHCCNucleotide metabolism59/402085/84653.30e-051.88e-041.04e-0459
hsa012324Oral cavityOSCCNucleotide metabolism54/370485/84651.78e-045.95e-043.03e-0454
hsa0123211Oral cavityOSCCNucleotide metabolism54/370485/84651.78e-045.95e-043.03e-0454
hsa0123221Oral cavityLPNucleotide metabolism42/241885/84653.62e-052.36e-041.52e-0442
hsa0123231Oral cavityLPNucleotide metabolism42/241885/84653.62e-052.36e-041.52e-0442
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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
ADSLSNVMissense_Mutationc.335N>Ap.Ser112Tyrp.S112YP30566protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ADSLSNVMissense_Mutationc.7G>Tp.Ala3Serp.A3SP30566protein_codingtolerated_low_confidence(0.2)benign(0.007)TCGA-AC-A3OD-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADSLSNVMissense_Mutationc.898C>Tp.Arg300Cysp.R300CP30566protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADSLSNVMissense_Mutationc.1161G>Cp.Met387Ilep.M387IP30566protein_codingdeleterious(0.02)benign(0.07)TCGA-BH-A0DK-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ADSLSNVMissense_Mutationrs746501563c.802G>Ap.Asp268Asnp.D268NP30566protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ADSLSNVMissense_Mutationrs796052248c.1276N>Tp.Arg426Cysp.R426CP30566protein_codingdeleterious(0)probably_damaging(0.994)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADSLSNVMissense_Mutationnovelc.412G>Tp.Val138Leup.V138LP30566protein_codingtolerated(0.14)benign(0.007)TCGA-OK-A5Q2-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADSLSNVMissense_Mutationnovelc.1013N>Ap.Arg338Glnp.R338QP30566protein_codingdeleterious(0)probably_damaging(0.994)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADSLSNVMissense_Mutationrs752238667c.1061N>Tp.Thr354Metp.T354MP30566protein_codingtolerated(0.18)benign(0.368)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ADSLSNVMissense_Mutationc.1142N>Tp.Ala381Valp.A381VP30566protein_codingdeleterious(0.01)benign(0.121)TCGA-AA-3930-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
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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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