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Analysis of fall-related adverse events among older adults using the Japanese Adverse Drug Event Report (JADER) database
BACKGROUND: Falls are a common but serious problem in older adults, and may lead to fractures and bleeding. As many factors, such as medication, aging, and comorbid diseases may simultaneously affect fall-related adverse events (AEs) in older adults, we evaluated the association between fall-related...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6296112/ https://www.ncbi.nlm.nih.gov/pubmed/30574336 http://dx.doi.org/10.1186/s40780-018-0129-8 |
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author | Hatahira, Haruna Hasegawa, Shiori Sasaoka, Sayaka Kato, Yamato Abe, Junko Motooka, Yumi Fukuda, Akiho Naganuma, Misa Nakao, Satoshi Mukai, Ririka Shimada, Kazuyo Hirade, Kouseki Kato, Takeshi Nakamura, Mitsuhiro |
author_facet | Hatahira, Haruna Hasegawa, Shiori Sasaoka, Sayaka Kato, Yamato Abe, Junko Motooka, Yumi Fukuda, Akiho Naganuma, Misa Nakao, Satoshi Mukai, Ririka Shimada, Kazuyo Hirade, Kouseki Kato, Takeshi Nakamura, Mitsuhiro |
author_sort | Hatahira, Haruna |
collection | PubMed |
description | BACKGROUND: Falls are a common but serious problem in older adults, and may lead to fractures and bleeding. As many factors, such as medication, aging, and comorbid diseases may simultaneously affect fall-related adverse events (AEs) in older adults, we evaluated the association between fall-related AEs and the use of medication, aging, and comorbid diseases using the Japanese Adverse Drug Event Report (JADER) database. METHODS: We analyzed reports of fall-related AEs associated with α-blockers, diuretics, calcium channel blockers, central nervous system (CNS)-active drugs (opioids, benzodiazepines, hypnotics and sedatives, non-selective monoamine reuptake inhibitors, and selective serotonin reuptake inhibitors (SSRI)) in the JADER database using the reporting odds ratio (ROR). For the definition of falls, we used the Preferred Terms of The Medical Dictionary for Regulatory Activities (MedDRA). We used the association rule mining technique to discover undetected associations, such as potential risk factors. RESULTS: The JADER database comprised 430,587 reports between April 2004 and November 2016. The RORs (95% CI) of α-blockers, diuretics, calcium channel blockers, opioids, benzodiazepines, hypnotics and sedatives, non-selective monoamine reuptake inhibitors, and SSRIs were 1.63 (1.27–2.09), 0.74 (0.63–0.86), 1.26 (1.15–1.38), 0.93 (0.80–1.07), 1.83 (1.68–2.01), 1.55 (1.12–2.14), 2.31 (1.82–2.95), and 2.86 (2.49–3.29), respectively. From the lift value in the association rule mining, the number of administered CNS-active drugs and patient age were associated with fall-related AEs. Furthermore, the scores of lift for patients with herpes zoster administered calcium channel blockers or benzodiazepines and patients with dementia administered benzodiazepines were high. CONCLUSION: Our results suggest that the number of administered CNS-active drugs and patient age are both associated with fall-related AEs. We recommend that patients with herpes zoster treated with calcium channel blockers and benzodiazepines be closely monitored for fall-related AEs. |
format | Online Article Text |
id | pubmed-6296112 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-62961122018-12-20 Analysis of fall-related adverse events among older adults using the Japanese Adverse Drug Event Report (JADER) database Hatahira, Haruna Hasegawa, Shiori Sasaoka, Sayaka Kato, Yamato Abe, Junko Motooka, Yumi Fukuda, Akiho Naganuma, Misa Nakao, Satoshi Mukai, Ririka Shimada, Kazuyo Hirade, Kouseki Kato, Takeshi Nakamura, Mitsuhiro J Pharm Health Care Sci Research Article BACKGROUND: Falls are a common but serious problem in older adults, and may lead to fractures and bleeding. As many factors, such as medication, aging, and comorbid diseases may simultaneously affect fall-related adverse events (AEs) in older adults, we evaluated the association between fall-related AEs and the use of medication, aging, and comorbid diseases using the Japanese Adverse Drug Event Report (JADER) database. METHODS: We analyzed reports of fall-related AEs associated with α-blockers, diuretics, calcium channel blockers, central nervous system (CNS)-active drugs (opioids, benzodiazepines, hypnotics and sedatives, non-selective monoamine reuptake inhibitors, and selective serotonin reuptake inhibitors (SSRI)) in the JADER database using the reporting odds ratio (ROR). For the definition of falls, we used the Preferred Terms of The Medical Dictionary for Regulatory Activities (MedDRA). We used the association rule mining technique to discover undetected associations, such as potential risk factors. RESULTS: The JADER database comprised 430,587 reports between April 2004 and November 2016. The RORs (95% CI) of α-blockers, diuretics, calcium channel blockers, opioids, benzodiazepines, hypnotics and sedatives, non-selective monoamine reuptake inhibitors, and SSRIs were 1.63 (1.27–2.09), 0.74 (0.63–0.86), 1.26 (1.15–1.38), 0.93 (0.80–1.07), 1.83 (1.68–2.01), 1.55 (1.12–2.14), 2.31 (1.82–2.95), and 2.86 (2.49–3.29), respectively. From the lift value in the association rule mining, the number of administered CNS-active drugs and patient age were associated with fall-related AEs. Furthermore, the scores of lift for patients with herpes zoster administered calcium channel blockers or benzodiazepines and patients with dementia administered benzodiazepines were high. CONCLUSION: Our results suggest that the number of administered CNS-active drugs and patient age are both associated with fall-related AEs. We recommend that patients with herpes zoster treated with calcium channel blockers and benzodiazepines be closely monitored for fall-related AEs. BioMed Central 2018-12-17 /pmc/articles/PMC6296112/ /pubmed/30574336 http://dx.doi.org/10.1186/s40780-018-0129-8 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Hatahira, Haruna Hasegawa, Shiori Sasaoka, Sayaka Kato, Yamato Abe, Junko Motooka, Yumi Fukuda, Akiho Naganuma, Misa Nakao, Satoshi Mukai, Ririka Shimada, Kazuyo Hirade, Kouseki Kato, Takeshi Nakamura, Mitsuhiro Analysis of fall-related adverse events among older adults using the Japanese Adverse Drug Event Report (JADER) database |
title | Analysis of fall-related adverse events among older adults using the Japanese Adverse Drug Event Report (JADER) database |
title_full | Analysis of fall-related adverse events among older adults using the Japanese Adverse Drug Event Report (JADER) database |
title_fullStr | Analysis of fall-related adverse events among older adults using the Japanese Adverse Drug Event Report (JADER) database |
title_full_unstemmed | Analysis of fall-related adverse events among older adults using the Japanese Adverse Drug Event Report (JADER) database |
title_short | Analysis of fall-related adverse events among older adults using the Japanese Adverse Drug Event Report (JADER) database |
title_sort | analysis of fall-related adverse events among older adults using the japanese adverse drug event report (jader) database |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6296112/ https://www.ncbi.nlm.nih.gov/pubmed/30574336 http://dx.doi.org/10.1186/s40780-018-0129-8 |
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