ArticleFrontiers in immunology2023
Transcriptomic analysis of asthma and allergic rhinitis reveals CST1 as a biomarker of unified airways.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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Who cites it
26 citing papers in PubMed, 30 citations in OpenAlex.
- Unique nasal cell states induced by common pediatric respiratory viruses.bioRxiv : the preprint server for biology · 2026Article
- Advances in clinical examination techniques for allergic rhinitis: a review from traditional testing to precision diagnosis.Frontiers in allergy · 2026Review
- The relationship between allergic rhinitis and sleep disorders and mental health.Frontiers in allergy · 2026Review
- Elucidating molecular mechanisms of allergic sensitization to olive pollen through transcriptomics.Frontiers in immunology · 2026Article
- LYVE-1 identifies asthma and drives PDGF-BB-induced proliferation, migration, and oxidative stress in airway smooth muscle cells via the PI3K/Akt pathway.Frontiers in pharmacology · 2026Article
- Systemic Immune Dysregulation in Allergic Rhinitis: Mechanisms, Comorbidities, and Implications for Targeted Therapy.Journal of asthma and allergy · 2026Review
- Gasdermin family: a promising therapeutic target for asthma.Frontiers in medicine · 2026Review
- Precision Prediction of Pediatric Subcutaneous Immunotherapy Outcomes Using a Clinical Nomogram for House Dust Mite Allergy.Journal of asthma and allergy · 2026Article
- Identification of extracellular vesicle microRNAs as potential facilitators of interferon-alpha escape in Marek's disease virus infection.Frontiers in cellular and infection microbiology · 2026Article
- Identification of immune-associated biomarkers in diagnosing allergic rhinitis.The World Allergy Organization journal · 2025Article
- Exploring the comorbidity association and biological mechanisms of chronic rhinosinusitis and chronic obstructive pulmonary disease.Scientific reports · 2025Article
- Unveiling the prevalence and impact of silent rhinovirus infection in chronic rhinosinusitis with nasal polyps.Annals of allergy, asthma & immunology : official publication of the American College of Allergy, Asthma, & Immunology · 2025Article
- Multi-omics in Allergic Rhinitis: Mechanism Dissection and Precision Medicine.Clinical reviews in allergy & immunology · 2025Review
- Risk factors for drug resistance in allergen immunotherapy for allergic rhinitis: a systematic review and meta-analysis.Frontiers in allergy · 2025Article
- Inhibition of LOXL2 Suppresses Nasal Mucosal Inflammation and Remodeling in Allergic Rhinitis.Journal of asthma and allergy · 2025Article
- Ginkgo Biloba Bioactive Phytochemicals against Age-Related Diseases: Evidence from a Stepwise, High-Throughput Research Platform.Antioxidants (Basel, Switzerland) · 2024Article
- Pyroptosis, gasdermins and allergic diseases.Allergy · 2024Review
- Identification of hub modules and therapeutic targets associated with CD8Scientific reports · 2024Article
- [Progress of allergic rhinitis research based on transcriptome sequencing].Lin chuang er bi yan hou tou jing wai ke za zhi = Journal of clinical otorhinolaryngology head and neck surgery · 2024Review
- Cysteine protease inhibitor 1 promotes metastasis by mediating an oxidative phosphorylation/MEK/ERK axis in esophageal squamous carcinoma cancer.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Allergic rhinitis (AR) is an important risk factor for the development of asthma. The "unified airway" theory considers the upper and lower airways as a morphological and functional whole. However, studies exploring biomarkers linking the upper and lower airways in allergic disease are lacking, which may provide insight into the mechanisms underlying AR comorbid asthma. Purpose: To integrate bioinformatics techniques to explore biomarkers in airway allergic diseases, and to provide a molecular etiology profile for preventing the development of asthma in AR patients. Methods: Biomarkers were screened by identifying key genes common between AR and asthma through WGCNA and differential gene analysis. GO and KEGG analyses were performed using DAVID. Immuno-infiltration analysis was performed by CIBERSORTx. The predictive value of CST1 to distinguish Th2-high asthma was determined by ROC curves. GSEA was used to analyze the signaling pathways involved in CST1. TargetScan and miRNet were combined with GSE142237 to construct ceRNA network. CMap was used to explore potential therapeutic drugs. Results: Validation of datasets showed that CST1 was the only gene that was up-regulated in both upper and lower airways in patients with AR and asthma, and correlation heatmaps showed that CST1 was the gene with the highest sum of correlation coefficients. GO and KEGG analysis demonstrated that the lower airways of AR patients were mainly involved in inflammatory and immune responses, similar to asthma. Immune infiltration showed that CST1 was mainly positively correlated with activated CD4 memory T cells. According to the ROC curve, CST1 showed excellent diagnostic efficiency for Th2-high asthma. GSEA indicated that CST1 was involved in the FcϵRI signaling pathway and O-glycan biosynthesis. A ceRNA network including the lncRNAs KCNQ1OT1 and NEAT1 was constructed. Four drugs, including verrucarin-A, had the potential to prevent the development of asthma in AR patients. In addition, corticosteroids were found to downregulate CST1 expression. Conclusion: CST1 plays a key role in the development of AR comorbid asthma and may be a biomarker for airway allergic diseases. Targeted treatment of CST1 has the potential to prevent the development of asthma in AR patients and deserves further study.
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