使用可穿戴数据了解血糖趋势的时间变化和季节性变化
Prajakta Belsare1, Abigail Bartolome1, Catherine Stanger2
1Department of Computer Science, Dartmouth College, Hanover, NH 03755, USA.
Science advances
|September 22, 2023
概括
糖尿病患者在冬季假期和月份经历更糟糕的血糖控制. 这项研究分析了连续血糖监测数据,揭示了显著下降,特别是在元旦,为目标糖尿病管理干预提供了信息.
科学领域:
- 内分泌学 在内分泌学.
- 代谢疾病 代谢疾病
- 公共卫生 公共卫生
背景情况:
- 全球糖尿病患病率正在上升.
- 对血糖控制的季节性影响还没有得到充分研究.
- 了解时间血糖趋势对于糖尿病管理至关重要.
研究的目的:
- 为了研究血糖趋势的季节性变化.
- 分析来自不同患者队列的血糖数据.
- 为了识别血糖控制恶化的时期.
主要方法:
- 分析了超过91,000天的连续血糖监测 (CGM) 数据.
- 包括137名患者 (年龄为2-76岁,主要是1型糖尿病).
- 每位患者的数据收集时间为9个月至4.5年.
主要成果:
- 在假期期间,血糖控制显著下降.
- 血糖控制的最显著下降是在新年第一天观察到的.
- 11月至2月 (秋冬) 的血糖控制较差,4月至8月 (春夏) 的血糖控制较好.
- 基线血糖控制较差的患者 (<55%的时间范围) 显示出最大的假日下降.
结论:
- 血糖控制存在显著的季节性变化,特别是在假日期间.
- 冬季 (11月至2月) 与较差的血糖指数结果有关.
- 这些发现可以指导开发有针对性的干预措施,以改善糖尿病管理和结果.
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