Department of Epidemiology, Center for Communicable Disease Dynamics, Harvard School of Public Health, Boston, MA 02115, USA.
Epidemiology. 2012 Nov;23(6):829-38. doi: 10.1097/EDE.0b013e31826c2dda.
Existing methods for estimation of mortality attributable to influenza are limited by methodological and data uncertainty. We have used proxies for disease incidence of the three influenza cocirculating subtypes (A/H3N2, A/H1N1, and B) that combine data on influenza-like illness consultations and respiratory specimen testing to estimate influenza-associated mortality in the United States between 1997 and 2007.
Weekly mortality rate for several mortality causes potentially affected by influenza was regressed linearly against subtype-specific influenza incidence proxies, adjusting for temporal trend and seasonal baseline, modeled by periodic cubic splines.
Average annual influenza-associated mortality rates per 100,000 individuals were estimated for the following underlying causes of death: for pneumonia and influenza, 1.73 (95% confidence interval = 1.53-1.93); for chronic lower respiratory disease, 1.70 (1.48-1.93); for all respiratory causes, 3.58 (3.04-4.14); for myocardial infarctions, 1.02 (0.85-1.2); for ischemic heart disease, 2.7 (2.23-3.16); for heart disease, 3.82 (3.21-4.4); for cerebrovascular deaths, 0.65 (0.51-0.78); for all circulatory causes, 4.6 (3.79-5.39); for cancer, 0.87 (0.68-1.05); for diabetes, 0.33 (0.26-0.39); for renal disease, 0.19 (0.14-0.24); for Alzheimer disease, 0.41 (0.3-0.52); and for all causes, 11.92 (10.17-13.67). For several underlying causes of death, baseline mortality rates changed after the introduction of the pneumococcal conjugate vaccine.
The proposed methodology establishes a linear relation between influenza incidence proxies and excess mortality, rendering temporally consistent model fits, and allowing for the assessment of related epidemiologic phenomena such as changes in mortality baselines.
现有的流感死亡率估计方法受到方法学和数据不确定性的限制。我们使用了三种同时流行的流感亚型(A/H3N2、A/H1N1 和 B)的疾病发病率替代指标,将流感样疾病咨询和呼吸道标本检测数据结合起来,以估计 1997 年至 2007 年期间美国与流感相关的死亡率。
使用线性回归方法,将几种可能受流感影响的死因的每周死亡率与特定亚型的流感发病率替代指标进行拟合,同时调整了时间趋势和季节性基线,使用周期性三次样条模型进行拟合。
我们估计了以下潜在死因的每 10 万人每年的平均流感相关死亡率:肺炎和流感为 1.73(95%置信区间=1.53-1.93);慢性下呼吸道疾病为 1.70(1.48-1.93);所有呼吸道疾病为 3.58(3.04-4.14);心肌梗死为 1.02(0.85-1.2);缺血性心脏病为 2.7(2.23-3.16);心脏病为 3.82(3.21-4.4);脑血管死亡为 0.65(0.51-0.78);所有循环系统疾病为 4.6(3.79-5.39);癌症为 0.87(0.68-1.05);糖尿病为 0.33(0.26-0.39);肾脏疾病为 0.19(0.14-0.24);阿尔茨海默病为 0.41(0.3-0.52);所有死因的死亡率为 11.92(10.17-13.67)。对于几种潜在死因,在肺炎球菌结合疫苗推出后,基础死亡率发生了变化。
所提出的方法建立了流感发病率替代指标与超额死亡率之间的线性关系,使模型拟合具有时间一致性,并允许评估相关的流行病学现象,如死亡率基线的变化。