Michihito Kyo, Zhaozhong Zhu, Ryohei Shibata, Tadao Ooka, Jonathan M Mansbach, Brennan Harmon, Andrea Hahn, Marcos Pérez-Losada, Carlos A Camargo, Kohei Hasegawa
{"title":"多中心前瞻性研究:呼吸道合胞病毒支气管炎患儿鼻腔微RNA特征与疾病严重程度的关系","authors":"Michihito Kyo, Zhaozhong Zhu, Ryohei Shibata, Tadao Ooka, Jonathan M Mansbach, Brennan Harmon, Andrea Hahn, Marcos Pérez-Losada, Carlos A Camargo, Kohei Hasegawa","doi":"10.1136/bmjresp-2023-002288","DOIUrl":null,"url":null,"abstract":"Background Respiratory syncytial virus (RSV) bronchiolitis contributes to a large morbidity and mortality burden globally. While emerging evidence suggests that airway microRNA (miRNA) is involved in the pathobiology of RSV infection, its role in the disease severity remains unclear. Methods In this multicentre prospective study of infants (aged<1 year) hospitalised for RSV bronchiolitis, we sequenced the upper airway miRNA and messenger RNA (mRNA) at hospitalisation. First, we identified differentially expressed miRNAs (DEmiRNAs) associated with higher bronchiolitis severity—defined by respiratory support (eg, positive pressure ventilation, high-flow oxygen therapy) use. We also examined the biological significance of miRNAs through pathway analysis. Second, we identified differentially expressed mRNAs (DEmRNAs) associated with bronchiolitis severity. Last, we constructed miRNA–mRNA coexpression networks and determined hub mRNAs by weighted gene coexpression network analysis (WGCNA). Results In 493 infants hospitalised with RSV bronchiolitis, 19 DEmiRNAs were associated with bronchiolitis severity (eg, miR-27a-3p, miR-26b-5p; false discovery rate<0.10). The pathway analysis using miRNA data identified 1291 bronchiolitis severity-related pathways—for example, regulation of cell adhesion mediated by integrin. Second, 1298 DEmRNAs were associated with bronchiolitis severity. Last, of these, 190 DEmRNAs were identified as targets of DEmiRNAs and negatively correlated with DEmiRNAs. By applying WGCNA to DEmRNAs, four disease modules were significantly associated with bronchiolitis severity—for example, microtubule anchoring, cell-substrate junction. The hub genes for each of these modules were also identified—for example, PCM1 for the microtubule anchoring module, LIMS1 for the cell-substrate junction module. Conclusions In infants hospitalised for RSV bronchiolitis, airway miRNA–mRNA coexpression network contributes to the pathobiology of bronchiolitis severity. Data are available on reasonable request. The RNA-seq profiling data that support the findings of this study are available on the NIH/NIAID ImmPort (<https://www.immport.org/shared/study/SDY1883>), on reasonable requests from researchers whose work investigates severe bronchiolitis, recurrent wheezing, asthma and related concepts. The data are not available without restriction to be compliant with the informed consent forms of the MARC-35 study and the genomic data sharing plan.","PeriodicalId":9048,"journal":{"name":"BMJ Open Respiratory Research","volume":"52 1","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Nasal microRNA signatures for disease severity in infants with respiratory syncytial virus bronchiolitis: a multicentre prospective study\",\"authors\":\"Michihito Kyo, Zhaozhong Zhu, Ryohei Shibata, Tadao Ooka, Jonathan M Mansbach, Brennan Harmon, Andrea Hahn, Marcos Pérez-Losada, Carlos A Camargo, Kohei Hasegawa\",\"doi\":\"10.1136/bmjresp-2023-002288\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Background Respiratory syncytial virus (RSV) bronchiolitis contributes to a large morbidity and mortality burden globally. While emerging evidence suggests that airway microRNA (miRNA) is involved in the pathobiology of RSV infection, its role in the disease severity remains unclear. Methods In this multicentre prospective study of infants (aged<1 year) hospitalised for RSV bronchiolitis, we sequenced the upper airway miRNA and messenger RNA (mRNA) at hospitalisation. First, we identified differentially expressed miRNAs (DEmiRNAs) associated with higher bronchiolitis severity—defined by respiratory support (eg, positive pressure ventilation, high-flow oxygen therapy) use. We also examined the biological significance of miRNAs through pathway analysis. Second, we identified differentially expressed mRNAs (DEmRNAs) associated with bronchiolitis severity. Last, we constructed miRNA–mRNA coexpression networks and determined hub mRNAs by weighted gene coexpression network analysis (WGCNA). Results In 493 infants hospitalised with RSV bronchiolitis, 19 DEmiRNAs were associated with bronchiolitis severity (eg, miR-27a-3p, miR-26b-5p; false discovery rate<0.10). The pathway analysis using miRNA data identified 1291 bronchiolitis severity-related pathways—for example, regulation of cell adhesion mediated by integrin. Second, 1298 DEmRNAs were associated with bronchiolitis severity. Last, of these, 190 DEmRNAs were identified as targets of DEmiRNAs and negatively correlated with DEmiRNAs. By applying WGCNA to DEmRNAs, four disease modules were significantly associated with bronchiolitis severity—for example, microtubule anchoring, cell-substrate junction. The hub genes for each of these modules were also identified—for example, PCM1 for the microtubule anchoring module, LIMS1 for the cell-substrate junction module. Conclusions In infants hospitalised for RSV bronchiolitis, airway miRNA–mRNA coexpression network contributes to the pathobiology of bronchiolitis severity. Data are available on reasonable request. The RNA-seq profiling data that support the findings of this study are available on the NIH/NIAID ImmPort (<https://www.immport.org/shared/study/SDY1883>), on reasonable requests from researchers whose work investigates severe bronchiolitis, recurrent wheezing, asthma and related concepts. The data are not available without restriction to be compliant with the informed consent forms of the MARC-35 study and the genomic data sharing plan.\",\"PeriodicalId\":9048,\"journal\":{\"name\":\"BMJ Open Respiratory Research\",\"volume\":\"52 1\",\"pages\":\"\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2024-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMJ Open Respiratory Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1136/bmjresp-2023-002288\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"RESPIRATORY SYSTEM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMJ Open Respiratory Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1136/bmjresp-2023-002288","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
Nasal microRNA signatures for disease severity in infants with respiratory syncytial virus bronchiolitis: a multicentre prospective study
Background Respiratory syncytial virus (RSV) bronchiolitis contributes to a large morbidity and mortality burden globally. While emerging evidence suggests that airway microRNA (miRNA) is involved in the pathobiology of RSV infection, its role in the disease severity remains unclear. Methods In this multicentre prospective study of infants (aged<1 year) hospitalised for RSV bronchiolitis, we sequenced the upper airway miRNA and messenger RNA (mRNA) at hospitalisation. First, we identified differentially expressed miRNAs (DEmiRNAs) associated with higher bronchiolitis severity—defined by respiratory support (eg, positive pressure ventilation, high-flow oxygen therapy) use. We also examined the biological significance of miRNAs through pathway analysis. Second, we identified differentially expressed mRNAs (DEmRNAs) associated with bronchiolitis severity. Last, we constructed miRNA–mRNA coexpression networks and determined hub mRNAs by weighted gene coexpression network analysis (WGCNA). Results In 493 infants hospitalised with RSV bronchiolitis, 19 DEmiRNAs were associated with bronchiolitis severity (eg, miR-27a-3p, miR-26b-5p; false discovery rate<0.10). The pathway analysis using miRNA data identified 1291 bronchiolitis severity-related pathways—for example, regulation of cell adhesion mediated by integrin. Second, 1298 DEmRNAs were associated with bronchiolitis severity. Last, of these, 190 DEmRNAs were identified as targets of DEmiRNAs and negatively correlated with DEmiRNAs. By applying WGCNA to DEmRNAs, four disease modules were significantly associated with bronchiolitis severity—for example, microtubule anchoring, cell-substrate junction. The hub genes for each of these modules were also identified—for example, PCM1 for the microtubule anchoring module, LIMS1 for the cell-substrate junction module. Conclusions In infants hospitalised for RSV bronchiolitis, airway miRNA–mRNA coexpression network contributes to the pathobiology of bronchiolitis severity. Data are available on reasonable request. The RNA-seq profiling data that support the findings of this study are available on the NIH/NIAID ImmPort (), on reasonable requests from researchers whose work investigates severe bronchiolitis, recurrent wheezing, asthma and related concepts. The data are not available without restriction to be compliant with the informed consent forms of the MARC-35 study and the genomic data sharing plan.
期刊介绍:
BMJ Open Respiratory Research is a peer-reviewed, open access journal publishing respiratory and critical care medicine. It is the sister journal to Thorax and co-owned by the British Thoracic Society and BMJ. The journal focuses on robustness of methodology and scientific rigour with less emphasis on novelty or perceived impact. BMJ Open Respiratory Research operates a rapid review process, with continuous publication online, ensuring timely, up-to-date research is available worldwide. The journal publishes review articles and all research study types: Basic science including laboratory based experiments and animal models, Pilot studies or proof of concept, Observational studies, Study protocols, Registries, Clinical trials from phase I to multicentre randomised clinical trials, Systematic reviews and meta-analyses.