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: NEIL2

Gene summary for NEIL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NEIL2

Gene ID

252969

Gene namenei like DNA glycosylase 2
Gene AliasNEH2
Cytomap8p23.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R361


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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
252969NEIL2LZE8THumanEsophagusESCC6.44e-041.44e-010.067
252969NEIL2LZE24THumanEsophagusESCC2.68e-031.76e-010.0596
252969NEIL2LZE21THumanEsophagusESCC2.67e-021.59e-010.0655
252969NEIL2P2T-EHumanEsophagusESCC6.56e-152.16e-010.1177
252969NEIL2P5T-EHumanEsophagusESCC1.66e-026.73e-020.1327
252969NEIL2P8T-EHumanEsophagusESCC4.17e-051.17e-010.0889
252969NEIL2P9T-EHumanEsophagusESCC5.08e-141.53e-010.1131
252969NEIL2P10T-EHumanEsophagusESCC2.03e-091.62e-010.116
252969NEIL2P11T-EHumanEsophagusESCC2.63e-032.00e-010.1426
252969NEIL2P12T-EHumanEsophagusESCC4.12e-111.92e-010.1122
252969NEIL2P15T-EHumanEsophagusESCC1.29e-026.42e-020.1149
252969NEIL2P16T-EHumanEsophagusESCC5.05e-213.18e-010.1153
252969NEIL2P17T-EHumanEsophagusESCC2.96e-042.15e-010.1278
252969NEIL2P19T-EHumanEsophagusESCC4.08e-034.40e-010.1662
252969NEIL2P20T-EHumanEsophagusESCC1.43e-193.89e-010.1124
252969NEIL2P21T-EHumanEsophagusESCC6.62e-203.35e-010.1617
252969NEIL2P22T-EHumanEsophagusESCC7.31e-142.68e-010.1236
252969NEIL2P23T-EHumanEsophagusESCC2.13e-091.18e-010.108
252969NEIL2P24T-EHumanEsophagusESCC2.06e-081.97e-010.1287
252969NEIL2P26T-EHumanEsophagusESCC4.17e-051.21e-010.1276
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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
∗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:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:00062843EsophagusESCCbase-excision repair33/855243/187233.25e-052.69e-0433
GO:00062203EsophagusESCCpyrimidine nucleotide metabolic process35/855250/187234.33e-042.44e-0335
GO:000926212EsophagusESCCdeoxyribonucleotide metabolic process31/855244/187237.70e-043.99e-0331
GO:00725273EsophagusESCCpyrimidine-containing compound metabolic process52/855282/187239.03e-044.61e-0352
GO:19011362EsophagusESCCcarbohydrate derivative catabolic process99/8552172/187231.11e-035.54e-0399
GO:001969212EsophagusESCCdeoxyribose phosphate metabolic process29/855242/187231.87e-038.46e-0329
GO:000939412EsophagusESCC2'-deoxyribonucleotide metabolic process27/855240/187234.39e-031.73e-0227
GO:0006304EsophagusESCCDNA modification68/8552120/187239.95e-033.42e-0268
GO:000921912EsophagusESCCpyrimidine deoxyribonucleotide metabolic process17/855224/187231.13e-023.81e-0217
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa034104EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
hsa0341011EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
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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
NEIL2insertionFrame_Shift_Insnovelc.811_812insTAGGACCATGGGAGTCCCTGTGCACTCAGGAGCGAAGAGCCGTCp.Trp271LeufsTer43p.W271Lfs*43Q969S2protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NEIL2insertionIn_Frame_Insnovelc.708_709insGACTCAGTCCACTGTGGGTTACTAAAGATTGCAATGAATp.Glu236_Ala237insAspSerValHisCysGlyLeuLeuLysIleAlaMetAsnp.E236_A237insDSVHCGLLKIAMNQ969S2protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
NEIL2insertionFrame_Shift_Insnovelc.981_982insTTTTGTAGAGAp.Gln328PhefsTer43p.Q328Ffs*43Q969S2protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
NEIL2insertionFrame_Shift_Insnovelc.983_984insAGAAGCTCTCACTp.Cys329GlufsTer25p.C329Efs*25Q969S2protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
NEIL2SNVMissense_Mutationc.197N>Tp.Gly66Valp.G66VQ969S2protein_codingdeleterious(0.03)possibly_damaging(0.643)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NEIL2SNVMissense_Mutationc.253N>Tp.Asp85Tyrp.D85YQ969S2protein_codingdeleterious(0.03)possibly_damaging(0.556)TCGA-AA-3858-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NEIL2SNVMissense_Mutationc.138G>Tp.Gln46Hisp.Q46HQ969S2protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NEIL2deletionFrame_Shift_Delnovelc.190delNp.Pro65LeufsTer79p.P65Lfs*79Q969S2protein_codingTCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NEIL2SNVMissense_Mutationrs148057216c.767G>Ap.Arg256Hisp.R256HQ969S2protein_codingtolerated(0.27)benign(0.001)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NEIL2SNVMissense_Mutationc.31N>Tp.His11Tyrp.H11YQ969S2protein_codingtolerated(0.06)probably_damaging(0.977)TCGA-AX-A06D-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinPD
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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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