Pandya Ankur, Weinstein Milton C, Salomon Joshua A, Cutler David, Gaziano Thomas A
Department of Public Health, Weill Cornell Medical College, New York, NY.
Circ Cardiovasc Qual Outcomes. 2014 Jan;7(1):25-32. doi: 10.1161/CIRCOUTCOMES.113.000397. Epub 2014 Jan 14.
Early detection and treatment of cardiovascular disease (CVD) risk factors produces significant clinical benefits, but no consensus exists on optimal screening algorithms. This study aimed to evaluate the comparative and cost-effectiveness of staged laboratory-based and non-laboratory-based total CVD risk assessment.
We used receiver operating characteristic curve and cost-effectiveness modeling methods to compare strategies with and without laboratory components and used single-stage and multistage algorithms, including approaches based on Framingham risk scores (laboratory-based assessments for all individuals). Analyses were conducted using data from 5998 adults in the Third National Health and Nutrition Examination Survey without history of CVD using 10-year CVD death as the main outcome. A microsimulation model projected lifetime costs, quality-adjusted life years (QALYs), and incremental cost-effectiveness ratios for 60 Framingham-based, non-laboratory-based, and staged screening approaches. Across strategies, the area under the receiver operating characteristic curve was 0.774 to 0.780 in men and 0.812 to 0.834 in women. There were no statistically significant differences in area under the receiver operating characteristic curve between multistage and Framingham-based approaches. In cost-effectiveness analyses, multistage strategies had incremental cost-effectiveness ratios of $52,000/QALY and $83,000/QALY for men and women, respectively. Single-stage/Framingham-based strategies were dominated (higher cost and lower QALYs) or had unattractive incremental cost-effectiveness ratios (>$300,000/QALY) compared with single-stage/non-laboratory-based and multistage approaches.
Non-laboratory-based CVD risk assessment can be useful in primary CVD prevention as a substitute for laboratory-based assessments or as the initial component of a multistage approach. Cost-effective multistage screening strategies could avoid 25% to 75% of laboratory testing used in CVD risk screening with predictive power comparable with Framingham risks.
心血管疾病(CVD)危险因素的早期检测和治疗可产生显著的临床益处,但对于最佳筛查算法尚无共识。本研究旨在评估基于实验室和非基于实验室的全心血管疾病风险评估的比较效果和成本效益。
我们使用受试者工作特征曲线和成本效益建模方法,比较有无实验室检测成分的策略,并使用单阶段和多阶段算法,包括基于弗雷明汉风险评分的方法(对所有个体进行基于实验室的评估)。分析使用了第三次全国健康和营养检查调查中5998名无心血管疾病病史成年人的数据,以10年心血管疾病死亡作为主要结局。一个微观模拟模型预测了60种基于弗雷明汉、非基于实验室和分阶段筛查方法的终身成本、质量调整生命年(QALY)和增量成本效益比。在所有策略中,男性受试者工作特征曲线下面积为0.774至0.780,女性为0.812至0.834。多阶段方法与基于弗雷明汉的方法之间,受试者工作特征曲线下面积无统计学显著差异。在成本效益分析中,多阶段策略的男性和女性增量成本效益比分别为52,000美元/QALY和83,000美元/QALY。与单阶段/非基于实验室的方法和多阶段方法相比,单阶段/基于弗雷明汉的策略占劣势(成本更高且QALY更低)或具有缺乏吸引力的增量成本效益比(>300,000美元/QALY)。
非基于实验室的心血管疾病风险评估可作为基于实验室评估的替代方法或作为多阶段方法的初始组成部分,用于心血管疾病的一级预防。具有成本效益的多阶段筛查策略可避免25%至75%用于心血管疾病风险筛查的实验室检测,其预测能力与弗雷明汉风险相当。