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

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...

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Published in:Scientific Reports
Main Authors: Inglin, Laura, Lavikainen, Piia, Jalkanen, Kari, Laatikainen, Tiina
Other Authors: Strategic Research Council of the Academy of Finland, Diabetesliitto, Research Committee of the Kuopio University Hospital Catchment Area for the State Research Funding
Format: Article in Journal/Newspaper
Language:English
Published: Springer Science and Business Media LLC 2021
Subjects:
Online Access:http://dx.doi.org/10.1038/s41598-021-02077-6
https://www.nature.com/articles/s41598-021-02077-6.pdf
https://www.nature.com/articles/s41598-021-02077-6
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spelling crspringernat:10.1038/s41598-021-02077-6 2023-05-15T17:00:20+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 Strategic Research Council of the Academy of Finland Diabetesliitto Research Committee of the Kuopio University Hospital Catchment Area for the State Research Funding 2021 http://dx.doi.org/10.1038/s41598-021-02077-6 https://www.nature.com/articles/s41598-021-02077-6.pdf https://www.nature.com/articles/s41598-021-02077-6 en eng Springer Science and Business Media LLC https://creativecommons.org/licenses/by/4.0 https://creativecommons.org/licenses/by/4.0 CC-BY Scientific Reports volume 11, issue 1 ISSN 2045-2322 Multidisciplinary journal-article 2021 crspringernat https://doi.org/10.1038/s41598-021-02077-6 2022-01-04T16:42:54Z 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. Article in Journal/Newspaper karelia* Springer Nature (via Crossref) Scientific Reports 11 1
institution Open Polar
collection Springer Nature (via Crossref)
op_collection_id crspringernat
language English
topic Multidisciplinary
spellingShingle Multidisciplinary
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 Multidisciplinary
description 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.
author2 Strategic Research Council of the Academy of Finland
Diabetesliitto
Research Committee of the Kuopio University Hospital Catchment Area for the State Research Funding
format Article in Journal/Newspaper
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 Springer Science and Business Media LLC
publishDate 2021
url http://dx.doi.org/10.1038/s41598-021-02077-6
https://www.nature.com/articles/s41598-021-02077-6.pdf
https://www.nature.com/articles/s41598-021-02077-6
genre karelia*
genre_facet karelia*
op_source Scientific Reports
volume 11, issue 1
ISSN 2045-2322
op_rights https://creativecommons.org/licenses/by/4.0
https://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.1038/s41598-021-02077-6
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