Kim Joseph, Jacobs David R, Luepker Russell V, Shahar Eyal, Margolis Karen L, Becker Mark P
Medical Statistics Unit, London School of Hygiene and Tropical Medicine, University of London, UK.
Am J Epidemiol. 2006 Jul 15;164(2):184-93. doi: 10.1093/aje/kwj168. Epub 2006 May 17.
The authors present the Minnesota Heart Failure Criteria (MHFC), derived using latent class analysis from widely available items in the Framingham Criteria. The authors used 1995 and 2000 data on hospitalized Minnesota Heart Survey subjects discharged after myocardial infarction or heart failure (N = 7,379). Selected Framingham Criteria variables (dyspnea, pulmonary rales, cardiomegaly, interstitial or pulmonary edema on chest radiograph, S(3) heart sound, tachycardia) plus left ventricular ejection fraction were used. The discriminatory power of the MHFC was evaluated using age- and sex-adjusted 2-year mortality. A five-class latent class analysis model was collapsed into cases and noncases. Mortality estimates discriminated noncases (18%) from cases (43%) (p < 0.001). The MHFC performed better than previous truncated criteria (Framingham Criteria: 26% noncases, 43% cases; Duke Criteria: 29%, 40%; Killip Score: 31%, 44%; Boston Score: 28%, 45%). In a subset of patients admitted for heart failure (n = 5,128), the MHFC identified all but 2% (116/4,746) of cases found with a nearly full version of the Framingham Criteria. In terms of prognostic value, the MHFC are as precise as or more precise than several previous sets of truncated criteria. They closely approximate a nearly full version of the Framingham Criteria but require many fewer variables and can facilitate epidemiologic case-finding for heart failure.
作者介绍了明尼苏达心力衰竭标准(MHFC),该标准是通过对弗明汉标准中广泛使用的项目进行潜在类别分析得出的。作者使用了1995年和2000年明尼苏达心脏调查中因心肌梗死或心力衰竭出院的住院患者数据(N = 7379)。使用了选定的弗明汉标准变量(呼吸困难、肺部啰音、心脏扩大、胸部X线片上的间质性或肺水肿、S3心音、心动过速)以及左心室射血分数。使用年龄和性别调整后的2年死亡率评估了MHFC的辨别能力。一个五类潜在类别分析模型被简化为病例组和非病例组。死亡率估计值将非病例组(18%)与病例组(43%)区分开来(p < 0.001)。MHFC的表现优于先前的简化标准(弗明汉标准:26%非病例,43%病例;杜克标准:29%,40%;基利普评分:31%,44%;波士顿评分:28%,45%)。在因心力衰竭入院的患者亚组(n = 5128)中,MHFC识别出了除2%(116/4746)之外几乎所有使用近乎完整版本弗明汉标准发现的病例。在预后价值方面,MHFC与之前的几套简化标准一样精确或更精确。它们非常接近弗明汉标准的近乎完整版本,但所需变量少得多,并且可以促进心力衰竭的流行病学病例发现。