Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Yliopistonranta 1, 70210, Kuopio, Finland.
School of Pharmacy, University of Eastern Finland, Kuopio, Finland.
Sci Rep. 2021 Nov 19;11(1):22603. doi: 10.1038/s41598-021-02077-6.
We aimed to identify distinct longitudinal trends of LDL-cholesterol (LDL-C) levels and investigate these trajectories' association with statin treatment. This retrospective cohort study used electronic health records from 8592 type 2 diabetes patients in North Karelia, Finland, comprising all primary and specialised care visits 2011‒2017. We compared LDL-C trajectory groups assessing LDL-C treatment target achievement and changes in statin treatment intensity. Using a growth mixture model, we identified four LDL-C trajectory groups. The majority (85.9%) had "moderate-stable" LDL-C levels around 2.3 mmol/L. The second-largest group (7.7%) consisted of predominantly untreated patients with alarmingly "high-stable" LDL-C levels around 3.9 mmol/L. The "decreasing" group (3.8%) was characterised by large improvements in initially very high LDL-C levels, along with the highest statin treatment intensification rates, while among patients with "increasing" LDL-C (2.5%), statin treatment declined drastically. In all the trajectory groups, women had significantly higher average LDL-C levels and received less frequent any statin treatment and high-intensity treatment than men. Overall, 41.9% of patients had no statin prescribed at the end of follow-up. Efforts to control LDL-C should be increased-especially in patients with continuously elevated levels-by initiating and intensifying statin treatment earlier and re-initiating the treatment after discontinuation if possible.
我们旨在确定 LDL 胆固醇 (LDL-C) 水平的不同纵向趋势,并研究这些轨迹与他汀类药物治疗的关系。本回顾性队列研究使用了来自芬兰北卡累利阿 8592 名 2 型糖尿病患者的电子健康记录,包括 2011 年至 2017 年的所有初级和专科护理就诊记录。我们比较了 LDL-C 轨迹组,评估了 LDL-C 治疗目标的实现情况和他汀类药物治疗强度的变化。使用增长混合模型,我们确定了四个 LDL-C 轨迹组。大多数患者(85.9%)的 LDL-C 水平在 2.3mmol/L 左右,呈“中度稳定”。第二大组(7.7%)主要由未经治疗的患者组成,其 LDL-C 水平高达 3.9mmol/L,呈“高稳定”状态,令人担忧。“下降”组(3.8%)的特点是最初非常高的 LDL-C 水平有了显著改善,同时他汀类药物治疗强度也最高,而在 LDL-C“升高”的患者中(2.5%),他汀类药物治疗急剧下降。在所有轨迹组中,女性的平均 LDL-C 水平明显更高,接受他汀类药物治疗的频率较低,高强度治疗的频率也较低。总体而言,41.9%的患者在随访结束时未开他汀类药物。应通过尽早开始和加强他汀类药物治疗,并在停药后重新开始治疗,来增加控制 LDL-C 的力度,尤其是在那些 LDL-C 水平持续升高的患者中。