Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, 800 Washington Street #63, Boston, MA, 02111, USA.
Division of Clinical Decision Making, Tufts Medical Center, Boston, MA, USA.
Acta Diabetol. 2021 Jun;58(6):707-722. doi: 10.1007/s00592-021-01672-3. Epub 2021 Jan 30.
Approximately 84 million people in the USA have pre-diabetes, but only a fraction of them receive proven effective therapies to prevent type 2 diabetes. We estimated the value of prioritizing individuals at highest risk of progression to diabetes for treatment, compared to non-targeted treatment of individuals meeting inclusion criteria for the Diabetes Prevention Program (DPP).
Using microsimulation to project outcomes in the DPP trial population, we compared two interventions to usual care: (1) lifestyle modification and (2) metformin administration. For each intervention, we compared targeted and non-targeted strategies, assuming either limited or unlimited program capacity. We modeled the individualized risk of developing diabetes and projected diabetic outcomes to yield lifetime costs and quality-adjusted life expectancy, from which we estimated net monetary benefits (NMB) for both lifestyle and metformin versus usual care.
Compared to usual care, lifestyle modification conferred positive benefits and reduced lifetime costs for all eligible individuals. Metformin's NMB was negative for the lowest population risk quintile. By avoiding use when costs outweighed benefits, targeted administration of metformin conferred a benefit of $500 per person. If only 20% of the population could receive treatment, when prioritizing individuals based on diabetes risk, rather than treating a 20% random sample, the difference in NMB ranged from $14,000 to $20,000 per person.
Targeting active diabetes prevention to patients at highest risk could improve health outcomes and reduce costs compared to providing the same intervention to a similar number of patients with pre-diabetes without targeted selection.
美国约有 8400 万人患有糖尿病前期,但只有一小部分人接受过预防 2 型糖尿病的有效治疗。我们评估了优先考虑进展为糖尿病风险最高的个体进行治疗,而不是针对符合糖尿病预防计划(DPP)纳入标准的个体进行非靶向治疗的价值。
我们使用微观模拟来预测 DPP 试验人群的结果,将两种干预措施与常规护理进行比较:(1)生活方式改变和(2)二甲双胍治疗。对于每种干预措施,我们比较了靶向和非靶向策略,假设治疗计划的容量有限或无限。我们对个体发生糖尿病的风险进行个体化建模,并预测糖尿病的结果,以产生终生成本和调整后的生命期望,从中我们估算了生活方式和二甲双胍与常规护理相比的净货币收益(NMB)。
与常规护理相比,生活方式改变为所有符合条件的个体带来了积极的益处,并降低了终生成本。二甲双胍的 NMB 对于最低人口风险五分位数为负。通过避免在成本超过收益时使用,靶向二甲双胍的管理为每个人带来了 500 美元的收益。如果只有 20%的人口可以接受治疗,当根据糖尿病风险对个体进行优先排序,而不是对 20%的随机样本进行治疗时,NMB 的差异范围为每人 14000 至 20000 美元。
与对没有针对性选择的糖尿病前期患者进行相同干预相比,将积极的糖尿病预防靶向到风险最高的患者,可能会改善健康结果并降低成本。