Internal Medicine Department, Biomedical Institute of Malaga (IBIMA), Regional University Hospital of Malaga (Carlos Haya Hospital), Malaga, Spain.
J Thromb Haemost. 2015 Jan;13(1):23-30. doi: 10.1111/jth.12772. Epub 2014 Nov 29.
The existence of seasonal variability in patients with acute pulmonary embolism (PE) has been debated for years, with contradictory results. The aim of this study was to identify the trend and possible existence of a seasonal pattern in hospitalizations for PE in Spain.
We analyzed the hospital discharge database of the Spanish National Health System from 2001 to 2010. Patients aged > 14 years diagnosed with PE were selected and a time series was constructed considering mean daily admissions for PE by month. The trend and seasonality factor of the series were determined using time-series analysis, and time-series modeling was used for analysis. Exponential smoothing models and the autoregressive integrated moving average test were used to generate a predictive model.
From 2001 to 2010, there were 162,032 diagnoses of PE (5.07 per 1000 hospitalizations). In 105,168 cases, PE was the reason for admission. The PE diagnosis rate ranged from 4.14 per 1000 in 2001 to 6.56 per 1000 in 2010; and hospital admissions due to PE ranged from 2.67 to 4.28 per 1000 hospital discharges. Time-series analysis showed a linear increase in the incidence and a significant seasonal pattern with 17% more admissions in February and 12% fewer in June-July with respect to the central tendency (difference from February to June, 29%).
The incidence of hospitalizations for PE showed a linear increase and a seasonal pattern, with the highest number of admissions in winter and the lowest number in summer.
急性肺栓塞(PE)患者的季节性变化已经争论了多年,结果却相互矛盾。本研究的目的是确定西班牙 PE 住院患者的趋势和可能存在的季节性模式。
我们分析了 2001 年至 2010 年西班牙国家卫生系统的住院数据库。选择年龄>14 岁的确诊为 PE 的患者,并根据每月的平均每日 PE 入院人数构建时间序列。使用时间序列分析确定序列的趋势和季节性因素,并使用时间序列建模进行分析。使用指数平滑模型和自回归综合移动平均检验生成预测模型。
2001 年至 2010 年,共诊断出 162032 例 PE(每 1000 次住院 5.07 例)。在 105168 例中,PE 是入院的原因。PE 的诊断率从 2001 年的每 1000 例 4.14 例上升至 2010 年的每 1000 例 6.56 例;PE 住院人数从每 1000 次出院 2.67 例增加至 4.28 例。时间序列分析显示,发病率呈线性上升,具有显著的季节性模式,与中心趋势相比,2 月的入院人数增加了 17%,6-7 月的入院人数减少了 12%(2 月至 6 月的差异为 29%)。
PE 住院人数呈线性增加且具有季节性模式,冬季入院人数最多,夏季入院人数最少。