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芬兰 2 型糖尿病患者的 LDL-胆固醇轨迹和他汀类药物治疗:增长混合模型。

LDL-cholesterol trajectories and statin treatment in Finnish type 2 diabetes patients: a growth mixture model.

机构信息

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.

出版信息

Sci Rep. 2021 Nov 19;11(1):22603. doi: 10.1038/s41598-021-02077-6.

DOI:10.1038/s41598-021-02077-6
PMID:34799657
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8604948/
Abstract

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.

摘要

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3c3/8604948/90127973388a/41598_2021_2077_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3c3/8604948/d659c77042c7/41598_2021_2077_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3c3/8604948/90127973388a/41598_2021_2077_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3c3/8604948/d659c77042c7/41598_2021_2077_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3c3/8604948/90127973388a/41598_2021_2077_Fig2_HTML.jpg

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