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: NIT1

Gene summary for NIT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NIT1

Gene ID

4817

Gene namenitrilase 1
Gene AliasNIT1
Cytomap1q23.3
Gene Typeprotein-coding
GO ID

GO:0006807

UniProtAcc

Q86X76


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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
4817NIT1LZE4THumanEsophagusESCC8.11e-122.76e-010.0811
4817NIT1LZE7THumanEsophagusESCC1.58e-043.49e-010.0667
4817NIT1LZE8THumanEsophagusESCC3.36e-092.25e-010.067
4817NIT1LZE20THumanEsophagusESCC4.33e-041.47e-010.0662
4817NIT1LZE22THumanEsophagusESCC4.00e-022.58e-010.068
4817NIT1LZE24THumanEsophagusESCC6.77e-164.56e-010.0596
4817NIT1LZE21THumanEsophagusESCC5.74e-083.79e-010.0655
4817NIT1LZE6THumanEsophagusESCC1.19e-042.90e-010.0845
4817NIT1P1T-EHumanEsophagusESCC4.83e-095.20e-010.0875
4817NIT1P2T-EHumanEsophagusESCC4.20e-355.71e-010.1177
4817NIT1P4T-EHumanEsophagusESCC1.90e-358.28e-010.1323
4817NIT1P5T-EHumanEsophagusESCC2.00e-243.80e-010.1327
4817NIT1P8T-EHumanEsophagusESCC1.33e-172.47e-010.0889
4817NIT1P9T-EHumanEsophagusESCC1.97e-205.47e-010.1131
4817NIT1P10T-EHumanEsophagusESCC5.90e-172.01e-010.116
4817NIT1P11T-EHumanEsophagusESCC1.18e-084.03e-010.1426
4817NIT1P12T-EHumanEsophagusESCC6.30e-183.68e-010.1122
4817NIT1P15T-EHumanEsophagusESCC2.23e-245.28e-010.1149
4817NIT1P16T-EHumanEsophagusESCC2.49e-213.54e-010.1153
4817NIT1P17T-EHumanEsophagusESCC1.04e-094.19e-010.1278
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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:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:004427021LiverHCCcellular nitrogen compound catabolic process303/7958451/187239.76e-273.64e-24303
GO:004427016Oral cavityOSCCcellular nitrogen compound catabolic process256/7305451/187239.67e-155.88e-13256
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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
NIT1SNVMissense_Mutationrs760352516c.151N>Ap.Val51Metp.V51MQ86X76protein_codingdeleterious(0)probably_damaging(0.982)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NIT1SNVMissense_Mutationc.859N>Cp.Glu287Glnp.E287QQ86X76protein_codingtolerated(0.06)benign(0.041)TCGA-EK-A2H0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NIT1SNVMissense_Mutationc.859N>Cp.Glu287Glnp.E287QQ86X76protein_codingtolerated(0.06)benign(0.041)TCGA-ZJ-A8QQ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NIT1SNVMissense_Mutationc.797N>Tp.Arg266Ilep.R266IQ86X76protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
NIT1SNVMissense_Mutationrs531981250c.541A>Gp.Thr181Alap.T181AQ86X76protein_codingdeleterious(0.05)possibly_damaging(0.665)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
NIT1SNVMissense_Mutationrs759711881c.415N>Gp.Thr139Alap.T139AQ86X76protein_codingtolerated(0.63)benign(0.012)TCGA-D5-6927-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NIT1SNVMissense_Mutationnovelc.488N>Tp.His163Leup.H163LQ86X76protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
NIT1SNVMissense_Mutationc.387C>Gp.Phe129Leup.F129LQ86X76protein_codingtolerated(0.25)benign(0.306)TCGA-AG-A02X-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
NIT1SNVMissense_Mutationrs375048732c.917N>Ap.Arg306Glnp.R306QQ86X76protein_codingtolerated(1)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NIT1SNVMissense_Mutationc.466G>Ap.Val156Metp.V156MQ86X76protein_codingdeleterious(0.04)probably_damaging(0.977)TCGA-A5-A0GB-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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