Bangalore Diabetes Centre, Bangalore, Karnataka, 560043, India.
Apollo Hospital, Jubilee Hills, Hyderabad, India.
Sci Rep. 2024 Oct 26;14(1):25478. doi: 10.1038/s41598-024-76584-7.
This retrospective observational study, building on prior research that demonstrated the efficacy of the Digital Twin (DT) Precision Treatment Program over shorter follow-up periods, aimed to examine glycemic control and reduced anti-diabetic medication use after one-year in a DT commercial program. T2D patients enrolled had adequate hepatic and renal function and no recent cardiovascular events. DT intervention powered by artificial intelligence utilizes precision nutrition, activity, sleep, and deep breathing exercises. Outcome measures included HbA1c change, medication reduction, anthropometrics, insulin markers, and continuous glucose monitoring (CGM) metrics. Of 1985 enrollees, 132 (6.6%) were lost to follow-up, leaving 1853 participants who completed one-year. At one-year, participants exhibited significant reductions in HbA1c [mean change: -1.8% (SD 1.7%), p < 0.001], with 1650 (89.0%) achieving HbA1c below 7%. At baseline, participants were on mean 1.9 (SD 1.4) anti-diabetic medications, which decreased to 0.5 (SD 0.7) at one-year [change: -1.5 (SD 1.3), p < 0.001]. Significant reductions in weight [mean change: -4.8 kg (SD 6.0 kg), p < 0.001], insulin resistance [HOMA2-IR: -0.1 (SD 1.2), p < 0.001], and improvements in β-cell function [HOMA2-B: +21.6 (SD 47.7), p < 0.001] were observed, along with better CGM metrics. These findings suggest that DT intervention could play a vital role in the future of T2D care.
这项回顾性观察研究基于先前的研究,该研究表明数字孪生 (DT) 精准治疗计划在较短的随访期内具有疗效,旨在检查 DT 商业计划一年后血糖控制和减少抗糖尿病药物的使用情况。入组的 T2D 患者具有足够的肝肾功能,且近期无心血管事件。由人工智能提供支持的 DT 干预措施利用精准营养、活动、睡眠和深呼吸练习。主要结局包括 HbA1c 变化、药物减少、人体测量学、胰岛素标志物和连续血糖监测 (CGM) 指标。在 1985 名入组患者中,有 132 名(6.6%)失访,1853 名患者完成了一年的随访。一年后,患者的 HbA1c 显著降低[平均变化:-1.8%(SD 1.7%),p<0.001],其中 1650 名(89.0%)患者的 HbA1c 低于 7%。基线时,患者平均使用 1.9(SD 1.4)种抗糖尿病药物,一年后减少至 0.5(SD 0.7)[变化:-1.5(SD 1.3),p<0.001]。体重显著下降[平均变化:-4.8 公斤(SD 6.0 公斤),p<0.001],胰岛素抵抗[HOMA2-IR:-0.1(SD 1.2),p<0.001]和β细胞功能改善[HOMA2-B:+21.6(SD 47.7),p<0.001],同时 CGM 指标也有所改善。这些发现表明,DT 干预可能在未来的 T2D 护理中发挥重要作用。