Kirchbaum B
Department of Internal Medicine, Virginia Commonwealth University, Richmond 23298-0160, USA.
Clin Nephrol. 2001 Aug;56(2):117-23.
Hemodialysis patients receiving intravenous iron and erythropoietin may develop greatly elevated ferritin levels. Both iron overload and inflammation may account for this hyperferritinemia. The aim of this study was to try to identify the cause of the high ferritin level among individual patients.
Sixty-seven chronic hemodialysis patients with ferritn levels < 700 microg/l were compared to 47 patients whose ferritin levels were > or = 700 microg/l. Clinical and laboratory data were collected and evaluated by cluster analysis which allowed patients to be placed into statistically dissimilar groups.
The 47 high ferritin patients segregated into 3 clusters consisting of 28, 3, and 16 patients based on ferritin, zinc protoporphyrin, albumin, C-reactive protein, and hemoglobin. When contrasted with cluster 1, cluster 3 patients had higher levels of Zn-PP, CRP, and ferritin and lower levels of albumin and hemoglobin.
Utilizing these data and the results of many other studies, we conclude that, relative to cluster 1, cluster 3 patients had a more intense inflammatory response that blocked iron mobilization required for erythrocyte production. Cluster analysis appears to be a useful method of analyzing clinical data of relatively small patient population.
接受静脉补铁和促红细胞生成素治疗的血液透析患者可能会出现铁蛋白水平大幅升高的情况。铁过载和炎症都可能导致这种高铁蛋白血症。本研究的目的是试图确定个体患者高铁蛋白水平的原因。
将67例铁蛋白水平<700μg/l的慢性血液透析患者与47例铁蛋白水平≥700μg/l的患者进行比较。收集临床和实验室数据,并通过聚类分析进行评估,聚类分析可将患者分为统计学上不同的组。
47例高铁蛋白患者根据铁蛋白、锌原卟啉、白蛋白、C反应蛋白和血红蛋白分为3个聚类,分别包含28例、3例和16例患者。与聚类1相比,聚类3患者的锌原卟啉、C反应蛋白和铁蛋白水平较高,白蛋白和血红蛋白水平较低。
利用这些数据和许多其他研究的结果,我们得出结论,相对于聚类1,聚类3患者有更强烈的炎症反应,这阻碍了红细胞生成所需的铁动员。聚类分析似乎是分析相对较小患者群体临床数据的一种有用方法。