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Okita Y, Shimomura Y, Komukai S, Zha L, Komatsu M, Kimura Y, Gon Y, Murata F, Maeda M, Kiyohara K, Kitamura T, Fukuda H. Risks of Dementia Associated With Anticholinergic Medication Compared to Beta-3 Agonist Among Older Patients With Overactive Bladder in Japan: The LIFE Study. Int J Geriatr Psychiatry 2025; 40:e70036. [PMID: 39743323 DOI: 10.1002/gps.70036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Revised: 12/06/2024] [Accepted: 12/17/2024] [Indexed: 01/04/2025]
Abstract
OBJECTIVES Anticholinergic drugs can cause cognitive impairment. The risk of dementia associated with anticholinergics compared to beta-3 agonists (mirabegron and vibegron) has not been extensively investigated in the super-aging society of Japan. This study evaluated the association between the dementia risk and anticholinergics compared to beta-3 agonists in older adults with overactive bladder in Japan. METHODS This study had 1,493,202 participants from the Longevity Improvement & Fair Evidence Study, which includes claim data in Japan from 2014 to 2022. The participants included 13,448 anticholinergic drug users and 24,669 beta-3 agonist users diagnosed with overactive bladder and aged ≥ 65 years. The Cox proportional hazards regression model was used to calculate hazard ratios and 95% confidence intervals being adjusted for confounding variables to evaluate the impact of anticholinergic drugs compared to beta-3 agonists prescribed at index date to patients with overactive bladder. RESULTS Among the beta-3 agonist and anticholinergic drug users, the mean (standard deviation) age was 78.9 (6.7) and 78.8 (7.0) years, and the percentage of men was 47.2% and 39.7%, respectively. In the beta-3 agonist group, 2130 participants were newly diagnosed with dementia during the 51,605 person-years of follow-up from the index date, whereas in the anticholinergic drug group, 1826 participants were diagnosed during the 34,929 person-years of follow-up. In the Cox proportional hazard regression model, there was an increased risk of dementia in the anticholinergic drug group compared to the beta-3 agonist group (adjusted hazard ratio [aHR] = 1.22; 95% confidence interval [CI], 1.15-1.30). The increased risk remained identical when Inverse Probability Weighting (IPW) model was used for the analysis (aHR = 1.19; 95% CI, 1.11-1.28). CONCLUSIONS Compared to beta-3 agonists, anticholinergic drugs are associated with an increased risk of dementia in older adults with overactive bladder, in Japan. These findings suggest that beta-3 agonists may have a lower risk of dementia than anticholinergics and have potential to be a good alternative opinion for older people with OAB, which warrants further study.
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Affiliation(s)
- Yuki Okita
- Division of Environmental Medicine and Population Sciences, Department of Social Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Yoshimitsu Shimomura
- Division of Environmental Medicine and Population Sciences, Department of Social Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Sho Komukai
- Biomedical Statistics, Department of Integrated Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Ling Zha
- Division of Environmental Medicine and Population Sciences, Department of Social Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Masayo Komatsu
- Division of Environmental Medicine and Population Sciences, Department of Social Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Yasuyoshi Kimura
- Department of Neurology, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Yasufumi Gon
- Department of Neurology, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Fumiko Murata
- Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
| | - Megumi Maeda
- Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
| | - Kosuke Kiyohara
- Department of Food Science, Faculty of Home Economics, Otsuma Women's University, Tokyo, Japan
| | - Tetsuhisa Kitamura
- Division of Environmental Medicine and Population Sciences, Department of Social Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Haruhisa Fukuda
- Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
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Iyen B, Coupland C, Bell BG, Ashcroft DM, Orrell MW, Bishara D, Dening T, Avery AJ. Risk of dementia associated with anticholinergic drugs for overactive bladder in adults aged ≥55 years: nested case-control study. BMJ MEDICINE 2024; 3:e000799. [PMID: 39574420 PMCID: PMC11580265 DOI: 10.1136/bmjmed-2023-000799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 10/14/2024] [Indexed: 11/24/2024]
Abstract
ABSTRACT Objective To investigate whether different anticholinergic drug treatments for overactive bladder have differential risks for incident dementia, in a large representative population of older adults in England. Design Nested case-control study. Setting General practices in England providing data to the Clinical Practice Research Datalink (CPRD) GOLD database, with linked patient admission records from secondary care (Hospital Episode Statistics), 1 January 2006 and 16 February 2022. Participants 170 742 patients aged ≥55 years, with a first reported diagnosis of dementia during the study period, matched by age, sex, and general practice with 804 385 individuals without dementia (controls). Interventions Cumulative drug use (defined using total standardised daily dose) of different anticholinergic drugs used for the treatment of an overactive bladder, and a non-anticholinergic drug, mirabegron, in the period 3-16 years before a diagnosis of dementia (or equivalent date in matched controls). Main outcome measures Odds ratios for onset of dementia associated with the different anticholinergic drugs used for the treatment of an overactive bladder, adjusted for sociodemographic characteristics, clinical comorbidities, and use of other anticholinergic drug treatments. Results The study population comprised 62.6% women, and median age was 83 (interquartile range 77-87) years. 15 418 (9.0%) patients with dementia and 63 369 (7.9%) controls without dementia had used anticholinergic drugs for the treatment of an overactive bladder in the 3-16 years before diagnosis (or equivalent date for controls). The adjusted odds ratio for dementia associated with the use of any anticholinergic drug used to treat an overactive bladder was 1.18 (95% confidence interval (CI) 1.16 to 1.20), and was higher in men (1.22, 1.18 to 1.26) than women (1.16, 1.13 to 1.19). The risk of dementia was substantially increased with the use of oxybutynin hydrochloride (adjusted odds ratio 1.31, 95% CI 1.21 to 1.42 and 1.28, 1.15 to 1.43 for use of 366-1095 and >1095 total standardised daily doses, respectively), solifenacin succinate (1.18, 1.09 to 1.27 and 1.29, 1.19 to 1.39), and tolterodine tartrate (1.27, 1.19 to 1.37 and 1.25, 1.17 to 1.34). No significant increases in the risk of dementia associated with darifenacin, fesoterodine fumarate, flavoxate hydrochloride, propiverine hydrochloride, and trospium chloride were found. The association between mirabegron, a non-anticholinergic drug, and dementia was variable across the dose categories and might be caused by previous use of anticholinergic drugs for the treatment of an overactive bladder in these individuals. Conclusions Of the different anticholinergic drugs used to treat an overactive bladder, oxybutynin hydrochloride, solifenacin succinate, and tolterodine tartrate were found to be most strongly associated with the risk of dementia in older adults. This finding emphasises the need for clinicians to take into account the possible long term risks and consequences of the available treatment options for an overactive bladder in older adults, and to consider prescribing alternative treatments that might be associated with a lower risk of dementia.
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Affiliation(s)
- Barbara Iyen
- Centre for Academic Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Carol Coupland
- Centre for Academic Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Brian Gregory Bell
- Centre for Academic Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Darren M Ashcroft
- Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine, and Health, University of Manchester, Manchester, UK
- National Institute for Health and Care Research (NIHR) Greater Manchester Patient Safety Research Collaboration (PSRC), University of Manchester, Manchester, UK
| | - Martin William Orrell
- Institute of Mental Health, Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK
| | - Delia Bishara
- Institute of Psychiatry, Psychology, and Neuroscience, Department of Psychological Medicine, King's College London, London, UK
| | - Tom Dening
- Institute of Mental Health, Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK
| | - Anthony J Avery
- Centre for Academic Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
- National Institute for Health and Care Research (NIHR) Greater Manchester Patient Safety Research Collaboration (PSRC), University of Manchester, Manchester, UK
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Ziadeh H, Rhodes S, Sheyn D, Hijaz A. Risk of dementia associated with the use of anticholinergic medications: a review of recent literature. Curr Opin Urol 2024; 34:444-451. [PMID: 39143945 DOI: 10.1097/mou.0000000000001211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/16/2024]
Abstract
PURPOSE OF REVIEW While there is an established association between the use of anticholinergic medications and its effects on cognition, the extent of this impact remains unclear. We outline recent studies addressing this topic. RECENT FINDINGS We describe a series of recent articles discussing the risk of dementia associated with anticholinergic medication use in general, with further focus on the risk of overactive bladder (OAB) anticholinergic use, detailing short & long-term use effects, risk variation based on age and gender, and reporting alternative treatment options. SUMMARY Anticholinergic medication use bears an increased risk of dementia development, and accelerated cognitive decline in individuals with preexisting dementia, with the risk being related to the medications dosages, length of exposure, and pharmacological profile. β3-adrenoceptor agonists have proven to be a potent alternative for OAB anticholinergics, owing to its safe profile in regards of no clear effects on cognitive function, and having similar efficacy in OAB treatment.
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Affiliation(s)
- Hachem Ziadeh
- Urology Institute, University Hospitals Cleveland Medical Center
| | - Stephen Rhodes
- Urology Institute, University Hospitals Cleveland Medical Center
| | - David Sheyn
- Urology Institute, University Hospitals Cleveland Medical Center
- Case Western Reserve University, Cleveland, Ohio, USA
| | - Adonis Hijaz
- Urology Institute, University Hospitals Cleveland Medical Center
- Case Western Reserve University, Cleveland, Ohio, USA
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Alghamdi MM, Ko KJ, Lee KS. An update on the cognitive safety of antimuscarinics in the treatment of overactive bladder. Expert Opin Drug Saf 2024; 23:1227-1236. [PMID: 39257235 DOI: 10.1080/14740338.2024.2392000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 06/07/2024] [Accepted: 07/26/2024] [Indexed: 09/12/2024]
Abstract
INTRODUCTION Antimuscarinics are often the first-choice medications used to treat overactive bladder (OAB), a condition that increasingly affects the aging population. However, concerns regarding their potential impact on cognitive function have persisted for more than a decade. AREAS COVERED This review was conducted to update the literature on the cognitive safety profiles of various antimuscarinics, integrating findings from both recent and earlier studies to present an updated and comprehensive analysis. A search of English-language publications, including electronic databases and gray literature, focused on the cognitive impacts of antimuscarinics, resulting in a review and assessment of diverse studies and their associated outcomes. EXPERT OPINION Oxybutynin requires caution due to potential adverse effects, suggesting a need to consider alternative therapies. Darifenacin, while promising in preserving cognitive function, warrants further investigation for use in dementia patients. Fesoterodine has shown tolerance without cognitive decline in controlled trials. However, Tolterodine and Solifenacin present conflicting evidence regarding cognitive impairment and dementia risk, respectively, necessitating additional research to ascertain their safety profiles. Careful monitoring and treatment of patients taking these medications for cognitive impairment are essential. Further research, particularly in vulnerable populations, is crucial to establish cognitive safety profiles of various antimuscarinics and inform optimal OAB treatment strategies.
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Affiliation(s)
- Musab M Alghamdi
- Department of Urology, Samsung Medical Center, School of Medicine, Sungkyunkwan University, Seoul, Korea
| | - Kwang Jin Ko
- Department of Urology, Samsung Medical Center, School of Medicine, Sungkyunkwan University, Seoul, Korea
| | - Kyu-Sung Lee
- Department of Urology, Samsung Medical Center, School of Medicine, Sungkyunkwan University, Seoul, Korea
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Park JS, Choi SB, Jang WS, Kim J, Ham WS. Risks of Dementia After Treatment with an Anticholinergic, Beta-3 Agonist, or Combination of Both for an Overactive Bladder: A Korean National Cohort Study. Eur Urol Focus 2024; 10:306-314. [PMID: 38388215 DOI: 10.1016/j.euf.2024.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 12/15/2023] [Accepted: 02/11/2024] [Indexed: 02/24/2024]
Abstract
BACKGROUND AND OBJECTIVE An overactive bladder (OAB) is primarily managed with behavioural therapy and using anticholinergics and beta-3 agonists. Reports have shown that the use of anticholinergics by OAB patients was associated with an increased risk of new-onset dementia compared with those using beta-3 agonists. This study compares the risks of dementia among patients with an OAB starting on a beta-3 agonist alone, an anticholinergic alone, or a combination treatment. METHODS Using data from the Korean National Health Insurance Service database, we studied a nationwide population cohort comprising patients newly diagnosed with an OAB who initiated their OAB medications between 2015 and 2020. The treatment types were categorised as anticholinergics (oxybutynin, solifenacin, tolterodine, trospium, fesoterodine, flavoxate, and propiverine) alone, a beta-3 agonist (mirabegron) alone, and combination therapy (an anticholinergic plus the beta-3 agonist). To evaluate the impact of cumulative drug exposure, we quantified the cumulative exposure to solifenacin and mirabegron as cumulative defined daily doses (cDDDs) using proportional hazards regression analyses, adjusted for factors known to be associated with dementia. KEY FINDINGS AND LIMITATIONS Among the study's 3 452 705 patients, 671 974 were new users of a beta-3 agonist alone (19.5%), 1 943 414 new users of anticholinergics alone (56.3%), and 837 317 receiving combination therapy (24.3%). The most common anticholinergic used both alone and as part of a combination treatment was solifenacin (42.9% and 56.3%, respectively). There was an increased risk of dementia between the users of an anticholinergic alone (adjusted hazard ratio [aHR] = 1.213; 95% confidence interval [CI], 1.195-1.232) and those taking a combination treatment (aHR = 1.345; 95% CI, 1.323-1.366) compared with the users of beta-3 agonists alone after the adjustment of covariates. However, the incidence of dementia was also significantly higher, with an increase in the cumulative dose of mirabegron (aHR = 1.062 [1.021-1.106] for 28-120 cDDDs and aHR = 1.044 [1.004-1.084)] for patients who received >121 cDDDs compared with those who received <27 cDDDs). A marked increased risk of dementia was associated with the use of solifenacin, tolterodine, fesoterodine, and propiverine, both separately and in combination with mirabegron. CONCLUSIONS AND CLINICAL IMPLICATIONS In this large Korean cohort, the use of anticholinergics with or without a beta-3 agonist increased the risk of new-onset dementia compared with the use of a beta-3 agonist alone. Given that the risk of dementia was most significantly elevated with combination treatments, care should be taken when considering combination treatment for OAB patients with risk factors for dementia. Furthermore, there could be a possible association between beta-3 agonists and dementia, although future studies are needed. PATIENT SUMMARY This study investigated the risk of dementia induced by overactive bladder (OAB) treatment in a large Korean cohort. Two representative OAB treatment drugs, anticholinergics and beta-3 agonists, both increased the risk of new-onset dementia. Clinicians should be cautious in using OAB treatment drugs since no drugs could be concluded as safe.
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Affiliation(s)
- Jee Soo Park
- Department of Urology and Urological Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Urology, Sorokdo National Hospital, Goheung, Republic of Korea; Incheon Airport National Quarantine Station, Capital Regional Centers for Disease Control and Prevention, Korea Disease Control and Prevention Agency, Incheon, Republic of Korea.
| | - Soo Beom Choi
- Division of Urban Society Research, Seoul Institute, Seoul, Republic of Korea.
| | - Won Sik Jang
- Department of Urology and Urological Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea.
| | - Jongchan Kim
- Department of Urology and Urological Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Urology, Yongin Severance Hospital, Yonsei University Health System, Yongin, Republic of Korea.
| | - Won Sik Ham
- Department of Urology and Urological Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea.
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Shawaqfeh B, Hughes CM, McGuinness B, Barry HE. Carers' experiences and perspectives of the use of anticholinergic medications in people living with dementia: Analysis of an online discussion forum. Health Expect 2024; 27:e13972. [PMID: 39102656 PMCID: PMC10788817 DOI: 10.1111/hex.13972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 11/16/2023] [Accepted: 12/30/2023] [Indexed: 08/07/2024] Open
Abstract
INTRODUCTION There is concern about the use of anticholinergic medications in people living with dementia (PLWD). Such medicines may increase cognitive decline and may be associated with higher mortality in PLWD who take these medicines. The aim of this study was to analyse data from an online dementia discussion forum to explore the experiences and perspectives of PLWD and carers about the use of anticholinergic medicines in this population. METHODS Following receipt of ethical approval, archived discussions (posts) from Dementia Talking Point, a fully public online forum for anyone affected by dementia, created and maintained by the Alzheimer's Society, were searched from the date of inception to January 2022 using a range of search terms including commonly used anticholinergic medicines. Posts, including any of the search terms, were assessed for relevance and analysed using inductive thematic analysis. RESULTS Five hundred and fifty unique posts were analysed, all of which had been provided by carers, with no posts attributed to PLWD. The themes that encompassed carers' experiences were (1) motivators of prescribing, (2) perspectives on the process of prescribing and (3) the outcomes of prescribing. The dominant motivator of prescribing was the management of noncognitive symptoms, pre- and postdiagnosis of dementia. Carers' perspectives on the process of prescribing were informed by an assessment of the risk-benefit of starting a medication and shared decision-making between the carer and healthcare professional to a greater or lesser degree. The outcomes of prescribing were observing the effects of the medicines, which in turn influenced whether prescribing was reviewed and continued unchanged, continued but amended, reinitiated if the medicine had been previously stopped or discontinued (the process of deprescribing). CONCLUSION This study has provided unique insights into carers' experiences and perspectives about the use of anticholinergic medications in PLWD, highlighting how commonly these medications are prescribed for PLWD and carers' concerns about their use. There is a clear need for carers and PLWD to receive information about these medicines and healthcare professionals to consider how to optimise the use of these medicines to avoid adverse effects. PATIENT OR PUBLIC CONTRIBUTION This work was informed by findings from previous research studies focusing on optimising medicine use for people with dementia in primary care, in which interviews were conducted with PLWD, their carers and primary healthcare professionals. Although not strictly patient and public involvement, we utilised the feedback provided by key stakeholders to inform the research questions and aim/objectives of this study.
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Affiliation(s)
- Bara'a Shawaqfeh
- School of PharmacyQueen's University BelfastBelfastNorthern IrelandUK
- Faculty of PharmacyAL‐Zaytoonah University of JordanAmmanJordan
| | - Carmel M. Hughes
- School of PharmacyQueen's University BelfastBelfastNorthern IrelandUK
| | | | - Heather E. Barry
- School of PharmacyQueen's University BelfastBelfastNorthern IrelandUK
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Bishara D. Anticholinergic action is rarely a good thing. Ther Adv Psychopharmacol 2023; 13:20451253231195264. [PMID: 37701892 PMCID: PMC10493059 DOI: 10.1177/20451253231195264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 07/11/2023] [Indexed: 09/14/2023] Open
Abstract
The evidence for the risks associated with anticholinergic agents has grown considerably in the last two decades. Not only are they associated with causing peripheral side effects such as dry mouth, blurred vision and constipation, but they can also cause central effects such as cognitive impairment; and more recently, they have consistently been linked with an increased risk of dementia and death in older people. This paper reviews the evidence for the associations of anticholinergic agents and the risk of dementia and increased mortality in dementia.
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Poonawalla IB, Xu Y, Gaddy R, James A, Ruble M, Burns S, Dixon SW, Suehs BT. Anticholinergic exposure and its association with dementia/Alzheimer's disease and mortality in older adults. BMC Geriatr 2023; 23:401. [PMID: 37391728 PMCID: PMC10311860 DOI: 10.1186/s12877-023-04095-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 06/07/2023] [Indexed: 07/02/2023] Open
Abstract
BACKGROUND Use of anticholinergic (ACH) medications is associated with increased risk of cognitive decline in the elderly. However, little is known about this association from a health plan perspective. METHODS This retrospective cohort study used the Humana Research Database to identify individuals with at least one ACH medication dispensed in 2015. Patients were followed until incidence of dementia/Alzheimer's disease, death, disenrollment or end of December 2019. Multivariate Cox regression models were used to assess the association between ACH exposure and study outcomes, adjusting for demographics and clinical characteristics. RESULTS A total of 12,209 individuals with no prior ACH use or dementia/Alzheimer's disease diagnosis were included. As ACH polypharmacy increased (i.e., from no ACH exposure, to one, two, three, and four or more ACH medications), there was a stair-step increase in the incidence rate of dementia/Alzheimer's disease (15, 30, 46, 56 and 77 per 1,000 person-years of follow-up) and in the incidence of mortality (19, 37, 80, 115 and 159 per 1,000 person-years of follow-up). After adjusting for confounders, ACH exposure to one, two, three and four or more ACH medications was associated with a 1.6 (95% CI 1.4-1.9), 2.1 (95% CI 1.7-2.8), 2.6 (95% CI 1.5-4.4), and 2.6 (95% CI 1.1-6.3) times, respectively, increased risk of a dementia/Alzheimer's disease diagnosis compared to periods of no ACH exposure. ACH exposure to one, two, three and four or more medications was associated with a 1.4 (95% CI 1.2-1.6), 2.6 (95% CI 2.1-3.3), 3.8 (95% CI 2.6-5.4), and 3.4 (95% CI 1.8-6.4) times, respectively, increased risk of mortality compared to periods of no ACH exposure. CONCLUSIONS Reducing ACH exposure may potentially minimize long-term adverse effects in older adults. Results suggest populations which may benefit from targeted interventions to reduce ACH polypharmacy.
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Affiliation(s)
- Insiya B Poonawalla
- Humana Healthcare Research, Humana Inc., 500 W Main St, Louisville, KY, 40202, USA.
| | - Yihua Xu
- Humana Healthcare Research, Humana Inc., 500 W Main St, Louisville, KY, 40202, USA
| | - Rainelle Gaddy
- Humana Pharmacy Solutions, Humana Inc., 500 W Main St, Louisville, KY, 40202, USA
| | - Alex James
- Humana Pharmacy Solutions, Humana Inc., 500 W Main St, Louisville, KY, 40202, USA
| | - Matt Ruble
- Humana Pharmacy Solutions, Humana Inc., 500 W Main St, Louisville, KY, 40202, USA
| | - Salina Burns
- Humana Pharmacy Solutions, Humana Inc., 500 W Main St, Louisville, KY, 40202, USA
| | - Suzanne W Dixon
- Humana Healthcare Research, Humana Inc., 500 W Main St, Louisville, KY, 40202, USA
| | - Brandon T Suehs
- Humana Healthcare Research, Humana Inc., 500 W Main St, Louisville, KY, 40202, USA
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