lnu.sePublications
Planned maintenance
A system upgrade is planned for 10/12-2024, at 12:00-13:00. During this time DiVA will be unavailable.
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
A novel index to assess low energy fracture risks in patients prescribed antiepileptic drugs
Linnaeus University, Faculty of Health and Life Sciences, Department of Medicine and Optometry. Linnaeus University, Linnaeus Knowledge Environments, Sustainable Health. Region Kalmar County, Sweden. (eHälsoinstitutet;eHealth Institute)ORCID iD: 0000-0003-2149-8998
Linnaeus University, Faculty of Technology, Department of computer science and media technology (CM). Region Kalmar County, Sweden. (eHälsoinstitutet;eHealth Institute;DISA-IDP)ORCID iD: 0000-0002-8370-2950
University of Linköping, Sweden;Region Kalmar County, Sweden.ORCID iD: 0000-0002-6278-1362
Linnaeus University, Faculty of Health and Life Sciences, Department of Medicine and Optometry. University of Linköping, Sweden;Region Kalmar County, Sweden. (eHälsoinstitutet;eHealth Institute)ORCID iD: 0000-0002-0463-8568
Show others and affiliations
2021 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 16, no 8, article id e0256093Article in journal (Refereed) Published
Abstract [en]

Objective: To develop an index assessing the risks of low energy fractures (LEF) in patients prescribed antiepileptic drugs (AED) by exploring five previously suggested risk factors; age, gender, AED-type, epilepsy diagnosis and BMI.

Methods: In a population-based retrospective open cohort study we used real world data from the Electronic Health Register (EHR) in Region Kalmar County, Sweden. 23 209 patients prescribed AEDs at any time from January 2008 to November 2018 and 23 281 matching controls were followed from first registration in the EHR until the first documented LEF, disenrollment (or death) or until the end of the study period, whichever came first. Risks of LEF measured as hazard rate ratios in relation to the suggested risk factors and in comparison to matched controls were analyzed using Cox regression. The index was developed using a linear combination of the statistically significant variables multiplied by the corresponding regression coefficients.

Results: Data from 23 209 patients prescribed AEDs and 2084 documented LEFs during a follow-up time of more than 10 years resulted in the Kalmar Epilepsy Fracture Risk Index (KEFRI). KEFRI = Age-category x (1.18) + Gender x (-0.51) + AED-type x (0.29) + Epilepsy diagnosis-category x (0.31) + BMI-category x (-0.35). All five previously suggested risk factors were confirmed. Women aged 75 years and older treated with an inducing AED against epilepsy and BMIs of 25 kg/m2 or below had 48 times higher LEF rates compared to men aged 50 years or younger, treated with a non-inducing AED for a condition other than epilepsy and BMIs above 25 kg/m2.

Conclusion: The KEFRI is the first weighted multifactorial assessment tool estimating risks of LEF in patients prescribed AEDs and could serve as a feasible guide within clinical practice.

Place, publisher, year, edition, pages
San Francisco: Public Library of Science , 2021. Vol. 16, no 8, article id e0256093
National Category
Orthopaedics Pharmacology and Toxicology
Research subject
Natural Science, Medicine
Identifiers
URN: urn:nbn:se:lnu:diva-106628DOI: 10.1371/journal.pone.0256093ISI: 000697186000031PubMedID: 34437569Scopus ID: 2-s2.0-85113770925Local ID: 2021OAI: oai:DiVA.org:lnu-106628DiVA, id: diva2:1588503
Funder
The Kamprad Family FoundationAvailable from: 2021-08-27 Created: 2021-08-27 Last updated: 2023-04-04Bibliographically approved
In thesis
1. Epidemiological aspects of drug-related vitamin D deficiency and osteoporotic fractures
Open this publication in new window or tab >>Epidemiological aspects of drug-related vitamin D deficiency and osteoporotic fractures
2022 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Background: Vitamin D deficiency, secondary osteoporosis and low-energy fractures (LEF) as side effects of specific drugs were first described more than half a century ago. These effects are recognized in guidelines where patients prescribed risk drugs are recommended follow-up with testing and supplementation. How these drugs are managed within Swedish healthcare has not been previously investigated. 

Aim: To study epidemiological aspects of drug-related vitamin D deficiency and osteoporotic fractures.

Methods: The association between drugs for continual use and vitamin D levels in the elderly was investigated in a clinical study including more than 550 patients (paper I). Real-world data on drug prescriptions, laboratory testing and demographic variables from electronic health records were thereafter used to assess the clinical management and vitamin D levels. More than 12 000 patients prescribed risk drugs were included in this cross-sectional study (paper II). Focus group interviews were then undertaken to explore determinants of risk drug management among physicians from seven primary care centers. Thematic analysis with an inductive approach was used to create a framework addressing adherence to medical guidelines (paper III). Finally, a multifactorial risk assessment tool was developed from LEF risk factors in more than    15 000 patients prescribed antiepileptic risk drugs in a retrospective open cohort study (paper IV).

Results: A weak inverse association between the number of prescribed drugs and levels of vitamin D was found (paper I). Fewer than one in fifteen patients prescribed risk drugs were tested for vitamin D while close to a third were supplemented. Differences in management and vitamin D levels with regard to type of risk drug were found (paper II). Awareness levels, expressed beliefs and perceived responsibility were reasons behind these differences (paper III). The Kalmar Epilepsy Fracture Risk Index (KEFRI) confirmed previously suggested risk factors (paper IV). 

Conclusions: Drugs generating vitamin D deficiency, secondary osteoporosis and LEF are often overlooked in healthcare. Awareness and attitudes need to be improved and strategies to better manage patients prescribed these drugs are required in order to avoid unnecessary side effects. The KEFRI could aid clinicians in treatment decisions, potentially reducing fracture risks in specific patient groups. 

Place, publisher, year, edition, pages
Växjö: Linnaeus University Press, 2022. p. 51
Series
Linnaeus University Dissertations ; 466/2022
Keywords
vitamin D, secondary osteoporosis, fractures, drug risk management, medical guideline adherence, electronic health records, real-world data, risk assessment, awareness, attitudes, personalised medicine, cross-sectional study, cohort study, qualitative analysis, thematic analysis, pharmacoepidemiology
National Category
Social and Clinical Pharmacy
Research subject
Natural Science, Biomedical Sciences
Identifiers
urn:nbn:se:lnu:diva-116844 (URN)10.15626/LUD.466.2022 (DOI)9789189709430 (ISBN)9789189709447 (ISBN)
Public defence
2022-11-11, Aula Sienna, Universitetsplatsen 1, Kalmar, 13:00 (Swedish)
Opponent
Supervisors
Funder
The Kamprad Family FoundationMedical Research Council of Southeast Sweden (FORSS)
Available from: 2022-10-13 Created: 2022-10-12 Last updated: 2024-03-12Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

Publisher's full textPubMedScopus

Authority records

Björneld, OlofWanby, PärCarlsson, Martin

Search in DiVA

By author/editor
Nordqvist, OlaBjörneld, OlofBrudin, LarsWanby, PärNobin, RebeccaCarlsson, Martin
By organisation
Department of Medicine and OptometrySustainable HealthDepartment of computer science and media technology (CM)
In the same journal
PLOS ONE
OrthopaedicsPharmacology and Toxicology

Search outside of DiVA

GoogleGoogle Scholar

doi
pubmed
urn-nbn

Altmetric score

doi
pubmed
urn-nbn
Total: 344 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf