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: NRSN2

Gene summary for NRSN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NRSN2

Gene ID

80023

Gene nameneurensin 2
Gene AliasC20orf98
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

Q9GZP1


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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
80023NRSN2LZE4THumanEsophagusESCC6.56e-072.30e-010.0811
80023NRSN2LZE7THumanEsophagusESCC2.02e-041.73e-010.0667
80023NRSN2LZE24THumanEsophagusESCC1.67e-051.83e-010.0596
80023NRSN2P2T-EHumanEsophagusESCC3.28e-142.81e-010.1177
80023NRSN2P4T-EHumanEsophagusESCC3.98e-071.74e-010.1323
80023NRSN2P5T-EHumanEsophagusESCC8.20e-061.14e-010.1327
80023NRSN2P8T-EHumanEsophagusESCC1.97e-101.83e-010.0889
80023NRSN2P9T-EHumanEsophagusESCC4.74e-051.99e-010.1131
80023NRSN2P10T-EHumanEsophagusESCC2.56e-162.38e-010.116
80023NRSN2P11T-EHumanEsophagusESCC3.75e-093.67e-010.1426
80023NRSN2P12T-EHumanEsophagusESCC3.15e-163.47e-010.1122
80023NRSN2P15T-EHumanEsophagusESCC1.60e-153.69e-010.1149
80023NRSN2P16T-EHumanEsophagusESCC9.67e-182.96e-010.1153
80023NRSN2P19T-EHumanEsophagusESCC1.30e-053.83e-010.1662
80023NRSN2P20T-EHumanEsophagusESCC3.74e-111.56e-010.1124
80023NRSN2P21T-EHumanEsophagusESCC4.05e-325.49e-010.1617
80023NRSN2P22T-EHumanEsophagusESCC9.20e-061.14e-010.1236
80023NRSN2P23T-EHumanEsophagusESCC5.45e-031.19e-010.108
80023NRSN2P24T-EHumanEsophagusESCC1.76e-122.39e-010.1287
80023NRSN2P26T-EHumanEsophagusESCC1.47e-142.82e-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
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
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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
NRSN2SNVMissense_Mutationrs780211474c.164G>Ap.Arg55Glnp.R55QQ9GZP1protein_codingtolerated(0.67)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NRSN2insertionNonsense_Mutationnovelc.364_365insCTCAGGATTCCAAATAAAACATGACAGp.Leu122delinsProGlnAspSerLysTerAsnMetThrValp.L122delinsPQDSK*NMTVQ9GZP1protein_codingTCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
NRSN2SNVMissense_Mutationnovelc.314N>Tp.Ala105Valp.A105VQ9GZP1protein_codingtolerated(0.16)benign(0.12)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
NRSN2SNVMissense_Mutationc.316N>Tp.Ala106Serp.A106SQ9GZP1protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
NRSN2SNVMissense_Mutationc.547T>Cp.Phe183Leup.F183LQ9GZP1protein_codingtolerated(0.51)benign(0.001)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NRSN2SNVMissense_Mutationrs139750306c.161N>Ap.Arg54Hisp.R54HQ9GZP1protein_codingtolerated(0.81)benign(0)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NRSN2SNVMissense_Mutationrs527857076c.310N>Tp.Arg104Trpp.R104WQ9GZP1protein_codingdeleterious(0.01)possibly_damaging(0.707)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NRSN2SNVMissense_Mutationrs145813295c.466N>Ap.Asp156Asnp.D156NQ9GZP1protein_codingtolerated(0.16)benign(0.007)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NRSN2SNVMissense_Mutationrs372152096c.559G>Ap.Ala187Thrp.A187TQ9GZP1protein_codingtolerated(0.76)benign(0)TCGA-AP-A1DR-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
NRSN2SNVMissense_Mutationnovelc.590C>Tp.Thr197Ilep.T197IQ9GZP1protein_codingdeleterious(0.05)probably_damaging(0.956)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
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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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