Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain.
Equip d'Atenció Primària de Gòtic, Institut Català de la Salut, Barcelona, Spain.
BMC Infect Dis. 2021 Mar 20;21(1):283. doi: 10.1186/s12879-021-05985-0.
Pneumonia is one of the complications of COVID-19. Primary care electronic health records (EHR) have shown the utility as a surveillance system. We therefore analyse the trends of pneumonia during two waves of COVID-19 pandemic in order to use it as a clinical surveillance system and an early indicator of severity.
Time series analysis of pneumonia cases, from January 2014 to December 2020. We collected pneumonia diagnoses from primary care EHR, a software system covering > 6 million people in Catalonia (Spain). We compared the trend of pneumonia in the season 2019-2020 with that in the previous years. We estimated the expected pneumonia cases with data from 2014 to 2018 using a time series regression adjusted by seasonality and influenza epidemics.
Between 4 March and 5 May 2020, 11,704 excess pneumonia cases (95% CI: 9909 to 13,498) were identified. Previously, we identified an excess from January to March 2020 in the population older than 15 years of 20%. We observed another excess pneumonia period from 22 october to 15 november of 1377 excess cases (95% CI: 665 to 2089). In contrast, we observed two great periods with reductions of pneumonia cases in children, accounting for 131 days and 3534 less pneumonia cases (95% CI, 1005 to 6064) from March to July; and 54 days and 1960 less pneumonia cases (95% CI 917 to 3002) from October to December.
Diagnoses of pneumonia from the EHR could be used as an early and low cost surveillance system to monitor the spread of COVID-19.
肺炎是 COVID-19 的并发症之一。初级保健电子健康记录 (EHR) 已显示出作为监测系统的实用性。因此,我们分析了 COVID-19 大流行两波期间肺炎的趋势,以便将其用作临床监测系统和严重程度的早期指标。
对 2014 年 1 月至 2020 年 12 月期间肺炎病例的时间序列进行分析。我们从初级保健 EHR 中收集了肺炎诊断,这是一个覆盖加泰罗尼亚(西班牙)超过 600 万人的软件系统。我们将 2019-2020 年的肺炎趋势与前几年进行了比较。我们使用经过季节性和流感流行调整的时间序列回归,根据 2014 年至 2018 年的数据估计预期的肺炎病例数。
在 2020 年 3 月 4 日至 5 月 5 日期间,发现了 11,704 例(95%CI:9909 至 13,498)例肺炎病例。此前,我们在 15 岁以上人群中发现了 2020 年 1 月至 3 月期间的超额病例。我们还观察到 10 月 22 日至 11 月 15 日期间的另一个肺炎高发期,有 1377 例(95%CI:665 至 2089)例肺炎病例。相比之下,我们观察到两个大的肺炎病例减少期,儿童有 131 天和 3534 例(95%CI,1005 至 6064)肺炎病例减少,3 月至 7 月;有 54 天和 1960 例(95%CI 917 至 3002)肺炎病例减少,10 月至 12 月。
EHR 中的肺炎诊断可作为一种早期、低成本的监测系统,用于监测 COVID-19 的传播。