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

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 prima...

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Published in:Scientific Reports
Main Authors: Inglin, Laura, Lavikainen, Piia, Jalkanen, Kari, Laatikainen, Tiina
Format: Text
Language:English
Published: Nature Publishing Group UK 2021
Subjects:
Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604948/
http://www.ncbi.nlm.nih.gov/pubmed/34799657
https://doi.org/10.1038/s41598-021-02077-6
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spelling ftpubmed:oai:pubmedcentral.nih.gov:8604948 2023-05-15T17:00:19+02:00 LDL-cholesterol trajectories and statin treatment in Finnish type 2 diabetes patients: a growth mixture model Inglin, Laura Lavikainen, Piia Jalkanen, Kari Laatikainen, Tiina 2021-11-19 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604948/ http://www.ncbi.nlm.nih.gov/pubmed/34799657 https://doi.org/10.1038/s41598-021-02077-6 en eng Nature Publishing Group UK http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604948/ http://www.ncbi.nlm.nih.gov/pubmed/34799657 http://dx.doi.org/10.1038/s41598-021-02077-6 © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . CC-BY Sci Rep Article Text 2021 ftpubmed https://doi.org/10.1038/s41598-021-02077-6 2021-11-28T01:34:09Z 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. Text karelia* PubMed Central (PMC) Scientific Reports 11 1
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Article
spellingShingle Article
Inglin, Laura
Lavikainen, Piia
Jalkanen, Kari
Laatikainen, Tiina
LDL-cholesterol trajectories and statin treatment in Finnish type 2 diabetes patients: a growth mixture model
topic_facet Article
description 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.
format Text
author Inglin, Laura
Lavikainen, Piia
Jalkanen, Kari
Laatikainen, Tiina
author_facet Inglin, Laura
Lavikainen, Piia
Jalkanen, Kari
Laatikainen, Tiina
author_sort Inglin, Laura
title LDL-cholesterol trajectories and statin treatment in Finnish type 2 diabetes patients: a growth mixture model
title_short LDL-cholesterol trajectories and statin treatment in Finnish type 2 diabetes patients: a growth mixture model
title_full LDL-cholesterol trajectories and statin treatment in Finnish type 2 diabetes patients: a growth mixture model
title_fullStr LDL-cholesterol trajectories and statin treatment in Finnish type 2 diabetes patients: a growth mixture model
title_full_unstemmed LDL-cholesterol trajectories and statin treatment in Finnish type 2 diabetes patients: a growth mixture model
title_sort ldl-cholesterol trajectories and statin treatment in finnish type 2 diabetes patients: a growth mixture model
publisher Nature Publishing Group UK
publishDate 2021
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604948/
http://www.ncbi.nlm.nih.gov/pubmed/34799657
https://doi.org/10.1038/s41598-021-02077-6
genre karelia*
genre_facet karelia*
op_source Sci Rep
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604948/
http://www.ncbi.nlm.nih.gov/pubmed/34799657
http://dx.doi.org/10.1038/s41598-021-02077-6
op_rights © The Author(s) 2021
https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
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