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: NAV1

Gene summary for NAV1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAV1

Gene ID

89796

Gene nameneuron navigator 1
Gene AliasPOMFIL3
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q8NEY1


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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
89796NAV1CCI_1HumanCervixCC1.20e-028.61e-010.528
89796NAV1CCI_3HumanCervixCC1.09e-056.32e-010.516
89796NAV1LZE4THumanEsophagusESCC3.12e-301.10e+000.0811
89796NAV1LZE7THumanEsophagusESCC1.10e-117.74e-010.0667
89796NAV1LZE21D1HumanEsophagusHGIN6.28e-034.78e-010.0632
89796NAV1LZE24THumanEsophagusESCC1.51e-029.91e-020.0596
89796NAV1LZE21THumanEsophagusESCC1.48e-064.73e-010.0655
89796NAV1P1T-EHumanEsophagusESCC9.75e-032.23e-010.0875
89796NAV1P2T-EHumanEsophagusESCC3.14e-132.77e-010.1177
89796NAV1P4T-EHumanEsophagusESCC5.89e-102.86e-010.1323
89796NAV1P5T-EHumanEsophagusESCC4.15e-113.04e-010.1327
89796NAV1P8T-EHumanEsophagusESCC3.53e-031.28e-010.0889
89796NAV1P9T-EHumanEsophagusESCC1.82e-541.16e+000.1131
89796NAV1P10T-EHumanEsophagusESCC1.56e-072.33e-010.116
89796NAV1P11T-EHumanEsophagusESCC6.03e-125.94e-010.1426
89796NAV1P15T-EHumanEsophagusESCC3.27e-133.40e-010.1149
89796NAV1P17T-EHumanEsophagusESCC1.52e-084.47e-010.1278
89796NAV1P19T-EHumanEsophagusESCC9.18e-086.37e-010.1662
89796NAV1P21T-EHumanEsophagusESCC8.83e-204.82e-010.1617
89796NAV1P22T-EHumanEsophagusESCC6.34e-254.78e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00017643Oral cavityNEOLPneuron migration31/2005156/187234.96e-044.40e-0331
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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
NAV1SNVMissense_Mutationnovelc.3223N>Ap.Glu1075Lysp.E1075KQ8NEY1protein_codingdeleterious(0)probably_damaging(0.94)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
NAV1SNVMissense_Mutationnovelc.2251N>Ap.Asp751Asnp.D751NQ8NEY1protein_codingtolerated(0.07)benign(0.222)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
NAV1SNVMissense_Mutationnovelc.3127A>Gp.Met1043Valp.M1043VQ8NEY1protein_codingdeleterious(0.01)benign(0.237)TCGA-A7-A5ZX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
NAV1SNVMissense_Mutationc.1781N>Tp.Ser594Leup.S594LQ8NEY1protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
NAV1SNVMissense_Mutationc.1112N>Tp.Arg371Leup.R371LQ8NEY1protein_codingdeleterious(0.01)benign(0.175)TCGA-A8-A07I-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
NAV1SNVMissense_Mutationnovelc.4262N>Gp.Leu1421Argp.L1421RQ8NEY1protein_codingdeleterious(0.01)possibly_damaging(0.81)TCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
NAV1SNVMissense_Mutationrs756027772c.1754N>Ap.Arg585Hisp.R585HQ8NEY1protein_codingtolerated(0.32)benign(0.031)TCGA-AC-A3YJ-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
NAV1SNVMissense_Mutationc.3314N>Gp.Ser1105Cysp.S1105CQ8NEY1protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
NAV1SNVMissense_Mutationrs765580417c.2957N>Tp.Pro986Leup.P986LQ8NEY1protein_codingtolerated(0.11)benign(0.003)TCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NAV1SNVMissense_Mutationc.510N>Tp.Lys170Asnp.K170NQ8NEY1protein_codingdeleterious(0.04)possibly_damaging(0.525)TCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
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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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