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: DNASE1L1

Gene summary for DNASE1L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNASE1L1

Gene ID

1774

Gene namedeoxyribonuclease 1 like 1
Gene AliasDNAS1L1
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0000737

UniProtAcc

P49184


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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
1774DNASE1L1LZE4THumanEsophagusESCC4.03e-051.64e-010.0811
1774DNASE1L1LZE20THumanEsophagusESCC4.61e-072.53e-010.0662
1774DNASE1L1LZE22THumanEsophagusESCC1.08e-084.27e-010.068
1774DNASE1L1LZE24THumanEsophagusESCC4.97e-061.67e-010.0596
1774DNASE1L1LZE6THumanEsophagusESCC2.38e-041.97e-010.0845
1774DNASE1L1P1T-EHumanEsophagusESCC1.63e-124.87e-010.0875
1774DNASE1L1P2T-EHumanEsophagusESCC4.15e-071.08e-010.1177
1774DNASE1L1P4T-EHumanEsophagusESCC2.03e-051.44e-010.1323
1774DNASE1L1P5T-EHumanEsophagusESCC1.87e-062.07e-010.1327
1774DNASE1L1P8T-EHumanEsophagusESCC3.10e-183.30e-010.0889
1774DNASE1L1P9T-EHumanEsophagusESCC3.21e-072.02e-010.1131
1774DNASE1L1P10T-EHumanEsophagusESCC7.52e-081.39e-010.116
1774DNASE1L1P11T-EHumanEsophagusESCC1.89e-165.23e-010.1426
1774DNASE1L1P15T-EHumanEsophagusESCC2.07e-091.53e-010.1149
1774DNASE1L1P17T-EHumanEsophagusESCC1.26e-053.20e-010.1278
1774DNASE1L1P19T-EHumanEsophagusESCC4.37e-044.80e-010.1662
1774DNASE1L1P20T-EHumanEsophagusESCC1.33e-122.92e-010.1124
1774DNASE1L1P21T-EHumanEsophagusESCC5.19e-174.21e-010.1617
1774DNASE1L1P22T-EHumanEsophagusESCC5.36e-305.07e-010.1236
1774DNASE1L1P23T-EHumanEsophagusESCC7.42e-307.10e-010.108
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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
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
∗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:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:004427021LiverHCCcellular nitrogen compound catabolic process303/7958451/187239.76e-273.64e-24303
GO:004670021LiverHCCheterocycle catabolic process299/7958445/187232.07e-267.29e-24299
GO:190136121LiverHCCorganic cyclic compound catabolic process325/7958495/187236.52e-262.18e-23325
GO:001943921LiverHCCaromatic compound catabolic process309/7958467/187231.56e-254.94e-23309
GO:003465521LiverHCCnucleobase-containing compound catabolic process273/7958407/187234.84e-241.23e-21273
GO:0090305LiverHCCnucleic acid phosphodiester bond hydrolysis152/7958261/187231.90e-073.46e-06152
GO:003465517Oral cavityOSCCnucleobase-containing compound catabolic process244/7305407/187235.38e-185.49e-16244
GO:004670015Oral cavityOSCCheterocycle catabolic process254/7305445/187235.07e-153.31e-13254
GO:004427016Oral cavityOSCCcellular nitrogen compound catabolic process256/7305451/187239.67e-155.88e-13256
GO:001943915Oral cavityOSCCaromatic compound catabolic process263/7305467/187231.49e-148.84e-13263
GO:190136115Oral cavityOSCCorganic cyclic compound catabolic process272/7305495/187232.73e-131.36e-11272
GO:00903052Oral cavityOSCCnucleic acid phosphodiester bond hydrolysis142/7305261/187232.90e-074.43e-06142
GO:003465518Oral cavityLPnucleobase-containing compound catabolic process161/4623407/187231.61e-111.15e-09161
GO:001943916Oral cavityLParomatic compound catabolic process176/4623467/187231.96e-101.08e-08176
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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
DNASE1L1SNVMissense_Mutationc.756C>Gp.Phe252Leup.F252LP49184protein_codingdeleterious(0.01)benign(0.133)TCGA-D8-A1XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
DNASE1L1SNVMissense_Mutationc.634G>Ap.Asp212Asnp.D212NP49184protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DNASE1L1SNVMissense_Mutationc.634G>Ap.Asp212Asnp.D212NP49184protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-EX-A1H6-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DNASE1L1SNVMissense_Mutationrs782017649c.562G>Ap.Ala188Thrp.A188TP49184protein_codingtolerated(0.28)benign(0.04)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DNASE1L1SNVMissense_Mutationrs781814446c.487G>Ap.Asp163Asnp.D163NP49184protein_codingdeleterious(0.05)benign(0.012)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DNASE1L1SNVMissense_Mutationc.295N>Cp.Tyr99Hisp.Y99HP49184protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A063-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DNASE1L1SNVMissense_Mutationnovelc.190A>Gp.Ser64Glyp.S64GP49184protein_codingtolerated(0.25)benign(0.039)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DNASE1L1SNVMissense_Mutationrs782331239c.710N>Ap.Arg237Glnp.R237QP49184protein_codingtolerated(0.51)benign(0)TCGA-B5-A5OC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycisplatinSD
DNASE1L1SNVMissense_Mutationnovelc.371N>Tp.Ala124Valp.A124VP49184protein_codingdeleterious(0.04)possibly_damaging(0.686)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
DNASE1L1SNVMissense_Mutationrs372745600c.460G>Ap.Val154Ilep.V154IP49184protein_codingtolerated(0.09)possibly_damaging(0.899)TCGA-EO-A22R-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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