Division of General Medicine, Massachusetts General Hospital, Boston, MA, USA.
Clin Trials. 2011 Oct;8(5):609-15. doi: 10.1177/1740774511414159.
The efficacy of diabetes genetic risk testing to motivate behavior change for diabetes prevention is currently unknown.
This paper presents key issues in the design and implementation of one of the first randomized trials (The Genetic Counseling/Lifestyle Change (GC/LC) Study for Diabetes Prevention) to test whether knowledge of diabetes genetic risk can motivate patients to adopt healthier behaviors.
Because individuals may react differently to receiving 'higher' vs 'lower' genetic risk results, we designed a 3-arm parallel group study to separately test the hypotheses that: (1) patients receiving 'higher' diabetes genetic risk results will increase healthy behaviors compared to untested controls, and (2) patients receiving 'lower' diabetes genetic risk results will decrease healthy behaviors compared to untested controls. In this paper we describe several challenges to implementing this study, including: (1) the application of a novel diabetes risk score derived from genetic epidemiology studies to a clinical population, (2) the use of the principle of Mendelian randomization to efficiently exclude 'average' diabetes genetic risk patients from the intervention, and (3) the development of a diabetes genetic risk counseling intervention that maintained the ethical need to motivate behavior change in both 'higher' and 'lower' diabetes genetic risk result recipients.
Diabetes genetic risk scores were developed by aggregating the results of 36 diabetes-associated single nucleotide polymorphisms. Relative risk for type 2 diabetes was calculated using Framingham Offspring Study outcomes, grouped by quartiles into 'higher', 'average' (middle two quartiles) and 'lower' genetic risk. From these relative risks, revised absolute risks were estimated using the overall absolute risk for the study group. For study efficiency, we excluded all patients receiving 'average' diabetes risk results from the subsequent intervention. This post-randomization allocation strategy was justified because genotype represents a random allocation of parental alleles ('Mendelian randomization'). Finally, because it would be unethical to discourage participants to participate in diabetes prevention behaviors, we designed our two diabetes genetic risk counseling interventions (for 'higher' and 'lower' result recipients) so that both groups would be motivated despite receiving opposing results.
For this initial assessment of the clinical implementation of genetic risk testing we assessed intermediate outcomes of attendance at a 12-week diabetes prevention course and changes in self-reported motivation. If effective, longer term studies with larger sample sizes will be needed to assess whether knowledge of diabetes genetic risk can help patients prevent diabetes.
We designed a randomized clinical trial designed to explore the motivational impact of disclosing both higher than average and lower than average genetic risk for type 2 diabetes. This design allowed exploration of both increased risk and false reassurance, and has implications for future studies in translational genomics.
糖尿病遗传风险检测对激励糖尿病预防行为的效果目前尚不清楚。
本文介绍了首次随机试验(遗传咨询/生活方式改变(GC/LC)预防糖尿病研究)设计和实施中的关键问题,以测试糖尿病遗传风险知识是否可以激励患者采取更健康的行为。
由于个体可能对接受“更高”与“更低”遗传风险结果的反应不同,我们设计了一项 3 臂平行组研究,分别检验以下假设:(1)与未接受测试的对照组相比,接受“更高”糖尿病遗传风险结果的患者会增加健康行为;(2)与未接受测试的对照组相比,接受“更低”糖尿病遗传风险结果的患者会减少健康行为。本文描述了实施这项研究的几个挑战,包括:(1)将来自遗传流行病学研究的新型糖尿病风险评分应用于临床人群;(2)利用孟德尔随机化原则将“平均”糖尿病遗传风险患者从干预中排除;(3)开发一种糖尿病遗传风险咨询干预措施,在“更高”和“更低”糖尿病遗传风险结果的接受者中保持激励行为改变的伦理需求。
糖尿病遗传风险评分是通过聚合 36 个与糖尿病相关的单核苷酸多态性的结果而开发的。使用 Framingham 后代研究的结果,按四分位数分为“更高”、“平均”(中间两个四分位数)和“更低”遗传风险,计算 2 型糖尿病的相对风险。根据这些相对风险,使用研究组的总体绝对风险估计了修订后的绝对风险。为了提高研究效率,我们将所有接受“平均”糖尿病风险结果的患者排除在随后的干预之外。这种随机分组后再分组的分配策略是合理的,因为基因型代表了父母等位基因的随机分配(“孟德尔随机化”)。最后,因为劝阻参与者参与糖尿病预防行为是不道德的,所以我们设计了两种糖尿病遗传风险咨询干预措施(适用于“更高”和“更低”结果的接受者),以便两组都能在收到相反的结果时受到激励。
对于这种遗传风险检测的临床实施的初步评估,我们评估了参加 12 周糖尿病预防课程的出勤率和自我报告的动机变化等中间结果。如果有效,需要更大样本量的长期研究来评估糖尿病遗传风险知识是否有助于患者预防糖尿病。
我们设计了一项随机临床试验,旨在探索披露 2 型糖尿病较高和较低遗传风险对动机的影响。这种设计允许探索风险增加和错误保证,并对转化基因组学的未来研究具有启示意义。