Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
JAMA Netw Open. 2021 Oct 1;4(10):e2128817. doi: 10.1001/jamanetworkopen.2021.28817.
Low-density lipoprotein cholesterol (LDL-C) is typically estimated with the Friedewald or Martin/Hopkins equation; however, if triglyceride levels are 400 mg/dL or greater, laboratories reflexively perform direct LDL-C (dLDL-C) measurement. The use of direct chemical LDL-C assays and estimation of LDL-C via the National Institutes of Health Sampson equation are not well validated, and data on the accuracy of LDL-C estimation at higher triglyceride levels are limited.
To compare an extended Martin/Hopkins equation for triglyceride values of 400 to 799 mg/dL with the Friedewald and Sampson equations.
DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study evaluated consecutive patients at clinical sites across the US with patient lipid distributions representative of the US population in the Very Large Database of Lipids from January 1, 2006, to December 31, 2015, with triglyceride levels of 400 to 799 mg/dL. Data analysis was performed from November 9, 2020, to March 23, 2021.
Accuracy in LDL-C classification according to guideline-based categories and absolute errors between estimated LDL-C and dLDL-C levels. Patients were randomly assigned 2:1 to derivation and validation data sets. Levels of dLDL-C were measured by vertical spin-density gradient ultracentrifugation. The LDL-C levels were estimated using the Friedewald method, with a fixed ratio of triglycerides to very low-density lipoprotein cholesterol (VLDL-C ratio of 5:1), extended Martin/Hopkins equation with a flexible ratio, and Sampson equation with VLDL-C estimation by multiple least-squares regression.
A total of 111 939 patients (mean [SD] age, 52 [13] years; 65.0% male) with triglyceride levels of 400 to 799 mg/dL were included, representing 2.2% of 5 081 680 patients in the database. Across all individual guideline LDL-C classes (<40, 40-69, 70-99, 100-129, 130-159, 160-189, and ≥190), estimation of LDL-C by the extended Martin/Hopkins equation was most accurate (62.1%) compared with the Friedewald (19.3%) and Sampson (40.4%) equations. In classifying LDL-C levels less than 70 mg/dL across all triglyceride strata, the extended Martin/Hopkins equation was most accurate (67.3%) compared with Friedewald (5.1%) and Sampson (26.4%) equations. In addition, for classifying LDL-C levels less than 40 mg/dL across all triglyceride strata, the extended Martin/Hopkins equation was most accurate (57.2%) compared with the Friedewald (4.3%) and Sampson (14.4%) equations. However, considerable underclassification of LDL-C occurred. The magnitude of error between the Martin/Hopkins equation estimation and dLDL-C was also smaller: at LDL-C levels less than 40 mg/dL, 2.7% of patients had 30 mg/dL or greater differences between dLDL-C and estimated LDL-C using the Martin/Hopkins equation compared with the Friedewald (92.5%) and Sampson (38.7%) equations.
In this cross-sectional study, the extended Martin/Hopkins equation offered greater LDL-C accuracy compared with the Friedewald and Sampson equations in patients with triglyceride levels of 400 to 799 mg/dL. However, regardless of method used, caution is advised with LDL-C estimation in this triglyceride range.
重要性:通常使用 Friedewald 或 Martin/Hopkins 方程来估算低密度脂蛋白胆固醇(LDL-C);然而,如果甘油三酯水平达到 400mg/dL 或更高,则实验室会自动进行直接 LDL-C(dLDL-C)测量。直接化学 LDL-C 检测和使用美国国立卫生研究院 Sampson 方程估计 LDL-C 的方法尚未得到充分验证,并且关于在较高甘油三酯水平下 LDL-C 估计的准确性的数据有限。
目的:比较用于 400 至 799mg/dL 甘油三酯值的扩展 Martin/Hopkins 方程与 Friedewald 和 Sampson 方程。
设计、地点和参与者:本横断面研究评估了 2006 年 1 月 1 日至 2015 年 12 月 31 日期间,美国临床场所的连续患者,患者的血脂分布代表了美国人群,甘油三酯水平为 400 至 799mg/dL。数据分析于 2020 年 11 月 9 日至 2021 年 3 月 23 日进行。
主要结果和措施:根据基于指南的类别进行 LDL-C 分类的准确性和估计 LDL-C 与 dLDL-C 水平之间的绝对误差。患者被随机分配 2:1 到推导和验证数据集。使用垂直旋转密度梯度超速离心法测量 dLDL-C 水平。使用 Friedewald 法估计 LDL-C,甘油三酯与极低密度脂蛋白胆固醇(VLDL-C)的固定比值为 5:1,使用灵活比值的扩展 Martin/Hopkins 方程,以及通过多元最小二乘法回归估计 VLDL-C 的 Sampson 方程。
结果:共纳入 111939 例甘油三酯水平为 400 至 799mg/dL 的患者(平均[标准差]年龄为 52[13]岁;65.0%为男性),占数据库中 5081680 例患者的 2.2%。在所有个体指南 LDL-C 类别(<40、40-69、70-99、100-129、130-159、160-189 和≥190)中,与 Friedewald(19.3%)和 Sampson(40.4%)方程相比,扩展 Martin/Hopkins 方程估计的 LDL-C 最准确(62.1%)。在所有甘油三酯分层中,分类 LDL-C 水平<70mg/dL 时,扩展 Martin/Hopkins 方程最准确(67.3%),而 Friedewald 方程为 5.1%,Sampson 方程为 26.4%。此外,在所有甘油三酯分层中,分类 LDL-C 水平<40mg/dL 时,扩展 Martin/Hopkins 方程最准确(57.2%),而 Friedewald 方程为 4.3%,Sampson 方程为 14.4%。然而,LDL-C 的分类错误相当大。Martin/Hopkins 方程估计值与 dLDL-C 之间的误差幅度也较小:在 LDL-C 水平<40mg/dL 时,与 Friedewald(92.5%)和 Sampson(38.7%)方程相比,使用 Martin/Hopkins 方程时,有 2.7%的患者 dLDL-C 与估计的 LDL-C 之间的差异为 30mg/dL 或更大。
结论和相关性:在这项横断面研究中,与 Friedewald 和 Sampson 方程相比,在甘油三酯水平为 400 至 799mg/dL 的患者中,扩展 Martin/Hopkins 方程提供了更高的 LDL-C 准确性。然而,无论使用哪种方法,在这个甘油三酯范围内,估计 LDL-C 时都需要谨慎。