Department of Computer Science, University of Saskatchewan, Saskatoon, SK, Canada.
Am J Public Health. 2011 Jan;101(1):173-9. doi: 10.2105/AJPH.2009.186890.
We investigated the contribution of gestational diabetes mellitus (GDM) to the historic epidemic of type 2 diabetes mellitus (T2DM) in Saskatchewan.
We constructed a population-level simulation model of the inter- and intragenerational interaction of GDM and T2DM for the period 1956 to 2006. The model was stratified by gender, ethnicity, and age; parameterized with primary and secondary data; and calibrated to match historic time series. Risk of diabetes was sigmoidally trended to capture exogenous factors.
Best-fit calibrations suggested GDM may be responsible for 19% to 30% of the cases of T2DM among Saskatchewan First Nations people, but only for approximately 6% of cases among other persons living in Saskatchewan. The estimated contribution of GDM to the growth in T2DM was highly sensitive to assumptions concerning the post-GDM risk of developing T2DM.
GDM may be an important driver for the T2DM epidemic in many subpopulations. Because GDM is a readily identifiable, preventable, and treatable condition, investments in prevention, rapid diagnosis, and evidence-based treatment of GDM in at-risk populations may offer substantial benefit in lowering the T2DM burden over many generations. Model-informed data collection can aid in assessing intervention tradeoffs.
我们研究了妊娠糖尿病(GDM)对萨斯喀彻温省 2 型糖尿病(T2DM)历史性流行的贡献。
我们构建了一个人群层面的 GDM 和 T2DM 世代间和代际相互作用的仿真模型,时间范围为 1956 年至 2006 年。该模型按性别、种族和年龄分层;使用主要和次要数据进行参数化;并根据历史时间序列进行校准。糖尿病风险呈类正态趋势,以捕捉外生因素。
最佳拟合校准表明,GDM 可能导致萨斯喀彻温省第一民族人群中 19%至 30%的 T2DM 病例,但在萨斯喀彻温省其他人群中,仅导致约 6%的 T2DM 病例。GDM 对 T2DM 增长的贡献对 GDM 后发生 T2DM 的风险假设高度敏感。
GDM 可能是许多亚人群 T2DM 流行的重要驱动因素。由于 GDM 是一种易于识别、可预防和可治疗的疾病,因此在高危人群中进行 GDM 的预防、快速诊断和循证治疗的投资,可能会在许多代人中降低 T2DM 的负担,带来巨大的益处。基于模型的信息收集可以帮助评估干预措施的权衡。