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: NYNRIN

Gene summary for NYNRIN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NYNRIN

Gene ID

57523

Gene nameNYN domain and retroviral integrase containing
Gene AliasCGIN1
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9P2P1


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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
57523NYNRINLZE5THumanEsophagusESCC5.72e-032.94e-010.0514
57523NYNRINLZE8THumanEsophagusESCC9.98e-031.07e-010.067
57523NYNRINLZE24THumanEsophagusESCC9.49e-082.58e-010.0596
57523NYNRINP2T-EHumanEsophagusESCC2.94e-061.61e-010.1177
57523NYNRINP4T-EHumanEsophagusESCC4.21e-062.27e-010.1323
57523NYNRINP5T-EHumanEsophagusESCC8.79e-078.28e-020.1327
57523NYNRINP8T-EHumanEsophagusESCC3.05e-143.45e-010.0889
57523NYNRINP9T-EHumanEsophagusESCC1.49e-025.87e-020.1131
57523NYNRINP10T-EHumanEsophagusESCC2.36e-213.49e-010.116
57523NYNRINP12T-EHumanEsophagusESCC6.70e-387.47e-010.1122
57523NYNRINP15T-EHumanEsophagusESCC2.49e-103.42e-010.1149
57523NYNRINP22T-EHumanEsophagusESCC5.45e-061.59e-010.1236
57523NYNRINP23T-EHumanEsophagusESCC6.54e-101.93e-010.108
57523NYNRINP26T-EHumanEsophagusESCC3.86e-101.94e-010.1276
57523NYNRINP27T-EHumanEsophagusESCC1.96e-152.91e-010.1055
57523NYNRINP28T-EHumanEsophagusESCC4.39e-102.46e-010.1149
57523NYNRINP39T-EHumanEsophagusESCC9.78e-051.08e-010.0894
57523NYNRINP48T-EHumanEsophagusESCC3.05e-049.04e-020.0959
57523NYNRINP49T-EHumanEsophagusESCC1.98e-055.84e-010.1768
57523NYNRINP57T-EHumanEsophagusESCC1.66e-092.18e-010.0926
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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:00905013EsophagusESCCRNA phosphodiester bond hydrolysis110/8552152/187231.95e-116.81e-10110
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:00905023EsophagusESCCRNA phosphodiester bond hydrolysis, endonucleolytic55/855282/187237.34e-055.51e-0455
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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
NYNRINSNVMissense_Mutationrs201775736c.3118N>Tp.Arg1040Trpp.R1040WQ9P2P1protein_codingtolerated_low_confidence(0.07)possibly_damaging(0.467)TCGA-A2-A4S2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
NYNRINSNVMissense_Mutationc.941A>Tp.Asn314Ilep.N314IQ9P2P1protein_codingdeleterious_low_confidence(0.04)benign(0.007)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
NYNRINSNVMissense_Mutationrs758775630c.5060N>Ap.Arg1687Glnp.R1687QQ9P2P1protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.962)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NYNRINSNVMissense_Mutationnovelc.5610N>Tp.Glu1870Aspp.E1870DQ9P2P1protein_codingtolerated_low_confidence(0.09)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NYNRINSNVMissense_Mutationrs746050976c.4844N>Tp.Ser1615Leup.S1615LQ9P2P1protein_codingdeleterious(0)benign(0.091)TCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
NYNRINSNVMissense_Mutationrs773733347c.433N>Gp.Pro145Alap.P145AQ9P2P1protein_codingdeleterious_low_confidence(0.01)benign(0.003)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
NYNRINSNVMissense_Mutationc.3331N>Cp.Tyr1111Hisp.Y1111HQ9P2P1protein_codingdeleterious(0)probably_damaging(0.96)TCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
NYNRINSNVMissense_Mutationc.5592N>Cp.Trp1864Cysp.W1864CQ9P2P1protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
NYNRINSNVMissense_Mutationc.1012N>Tp.Val338Leup.V338LQ9P2P1protein_codingdeleterious_low_confidence(0.01)benign(0.267)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NYNRINSNVMissense_Mutationc.3710G>Ap.Arg1237Glnp.R1237QQ9P2P1protein_codingdeleterious(0.01)benign(0.109)TCGA-OL-A5RU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
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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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