Division of Pulmonary and Critical Care Medicine, Department of Internal medicine, Yeouido St. Mary`s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea.
Department of Statistics, Korea University, Seoul, Korea.
BMC Pulm Med. 2024 Sep 27;24(1):474. doi: 10.1186/s12890-024-03298-x.
The representativeness of cohort studies compared to nationwide data is a major concern. This study evaluated the similarity and seasonality of causative respiratory viruses for chronic obstructive pulmonary disease (COPD) and asthma exacerbations between retrospective multicenter cohort study and nationwide data.
We compared data from the retrospective multicenter cohort study with Korean Influenza and Respiratory Surveillance System data between 2015 and 2018. Correlation, dynamic time warping (DTW), and seasonal autoregressive integrated moving average (SARIMA) analyses were performed.
Spearman correlation coefficients [ρ] indicated very strong (respiratory syncytial virus [RSV] [ρ = 0.8458] and influenza virus [IFV] [ρ = 0.8272]), strong (human metapneumovirus [HMPV] [ρ = 0.7177] and parainfluenza virus [PIV] [ρ = 0.6742]), and moderate (rhinovirus [RV] [ρ = 0.5850] and human coronavirus [HCoV] [ρ = 0.5158]) correlations. DTW analyses showed moderate (PIV) and high (IFV, RSV, and HMPV) synchronicity between the two datasets, while RV and HCoV showed low synchronicity. SARIMA analyses revealed 12-month seasonality for IFV, RSV, PIV, and HMPV. The peak season was winter for RSV and IFV, spring to summer for PIV, and spring for HMPV.
This was the first study to report the synchronicity between a retrospective multicenter cohort study of viruses that can cause COPD or asthma exacerbations and nationwide surveillance system data.
与全国性数据相比,队列研究的代表性是一个主要关注点。本研究评估了回顾性多中心队列研究与全国性数据之间慢性阻塞性肺疾病(COPD)和哮喘加重的致病呼吸道病毒的相似性和季节性。
我们比较了 2015 年至 2018 年期间回顾性多中心队列研究与韩国流感和呼吸道监测系统的数据。进行了相关性、动态时间规整(DTW)和季节性自回归综合移动平均(SARIMA)分析。
Spearman 相关系数 [ρ] 表明高度相关(呼吸道合胞病毒 [RSV] [ρ=0.8458] 和流感病毒 [IFV] [ρ=0.8272])、中度相关(人偏肺病毒 [HMPV] [ρ=0.7177] 和副流感病毒 [PIV] [ρ=0.6742])和轻度相关(鼻病毒 [RV] [ρ=0.5850] 和人类冠状病毒 [HCoV] [ρ=0.5158])。DTW 分析显示,两个数据集之间具有中度(PIV)和高度(IFV、RSV 和 HMPV)同步性,而 RV 和 HCoV 则显示出低度同步性。SARIMA 分析显示 IFV、RSV、PIV 和 HMPV 具有 12 个月的季节性。高峰期为 RSV 和 IFV 的冬季,PIV 的春季至夏季,HMPV 的春季。
这是第一项报告可引起 COPD 或哮喘加重的病毒的回顾性多中心队列研究与全国性监测系统数据之间同步性的研究。