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Irsal RA, Gholam GM, Dwicesaria MA, Mansyah TF, Chairunisa F. Exploring the potential of Scabiosa columbaria in Alzheimer's disease treatment: An in silico approach. J Taibah Univ Med Sci 2024; 19:947-960. [PMID: 39397872 PMCID: PMC11470288 DOI: 10.1016/j.jtumed.2024.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 07/29/2024] [Accepted: 09/12/2024] [Indexed: 10/15/2024] Open
Abstract
Objectives Alzheimer's disease (AD) is posing an increasing global threat and currently lacks effective treatments. Therefore, this study was aimed at exploring phytochemicals in Scabiosa columbaria (S. columbaria) as inhibitors of acetylcholinesterase (AChE), β-site APP cleavage enzyme 1 (BACE1), and TNF-α converting enzyme (TACE) in AD. S. columbaria contains various bioactive compounds, such as chlorogenic acid, linalool, and catechins, which are known for their detoxification properties, capacity to resist and manage harmful moisture buildup, and therapeutic roles in COVID-19. Several studies have also shown that S. columbaria extract has strong antioxidant activity, and may potentially decrease neuroinflammation in AD. Therefore, this study investigated the interactions between S. columbaria phytochemicals and key enzymes associated with AD, thus providing opportunities for the development of new therapeutic candidates. Methods A total of 27 phytochemicals were evaluated for their inhibitory activity against AChE, BACE1, and TACE with YASARA Structure. ADMET profiles and toxicity were assessed. The top candidate compounds underwent 100 ns MD simulations. Results All ligands met Lipinski's rule and showed low toxicity. Catechins, compared with the known drug galantamine, showed higher inhibitory activity and interacted with additional active sites on AChE, thus suggesting potentially higher efficacy. Moreover, chlorogenic acid showed stronger inhibitory activity against TACE than the control drug (aryl-sulfonamide), thereby suggesting a different mechanism of action. MD simulation revealed that the formed complexes had good stability. However, further exploration is necessary. Conclusion S. columbaria derivative compounds are promising drug candidates because of their properties, including the affinity of chlorogenic acid toward TACE and hydrogen bond enhancing ligand-receptor interactions. MD simulation indicated stable ligand-protein complexes, and the radius of gyration and MM-PBSA calculations revealed favorable binding and interaction energies. Our findings demonstrate the identified compounds' potential for further drug development.
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Affiliation(s)
- Riyan A.P. Irsal
- Biomatics, Bogor, West Java, Indonesia
- Department of Biochemistry, Faculty of Mathematics and Natural Sciences, Bogor Agricultural University, Bogor, Indonesia
| | - Gusnia M. Gholam
- Department of Biochemistry, Faculty of Mathematics and Natural Sciences, Bogor Agricultural University, Bogor, Indonesia
- Bioinformatics Research Center, Indonesian Institute of Bioinformatics, Malang, Indonesia
| | - Maheswari A. Dwicesaria
- Department of Biochemistry, Faculty of Mathematics and Natural Sciences, Bogor Agricultural University, Bogor, Indonesia
| | - Tiyara F. Mansyah
- Department of Biochemistry, Faculty of Mathematics and Natural Sciences, Bogor Agricultural University, Bogor, Indonesia
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Howe MD, Britton KJ, Joyce HE, Menard W, Emrani S, Kunicki ZJ, Faust MA, Dawson BC, Riddle MC, Huey ED, Janelidze S, Hansson O, Salloway SP. Clinical application of plasma P-tau217 to assess eligibility for amyloid-lowering immunotherapy in memory clinic patients with early Alzheimer's disease. Alzheimers Res Ther 2024; 16:154. [PMID: 38971815 PMCID: PMC11227160 DOI: 10.1186/s13195-024-01521-9] [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: 12/14/2023] [Accepted: 06/26/2024] [Indexed: 07/08/2024]
Abstract
BACKGROUND With the approval of disease-modifying treatments (DMTs) for early Alzheimer's disease (AD), there is an increased need for efficient and non-invasive detection methods for cerebral amyloid-β (Aβ) pathology. Current methods, including positron emission tomography (PET) and cerebrospinal fluid (CSF) analysis, are costly and invasive methods that may limit access to new treatments. Plasma tau phosphorylated at threonine-217 (P-tau217) presents a promising alternative, yet optimal cutoffs for treatment eligibility with DMTs like aducanumab require further investigation. This study evaluates the efficacy of one- and two-cutoff strategies for determining DMT eligibility at the Butler Hospital Memory & Aging Program (MAP). METHODS In this retrospective, cross-sectional diagnostic cohort study, we first developed P-tau217 cutoffs using site-specific and BioFINDER-2 training data, which were then tested in potential DMT candidates from Butler MAP (total n = 150). ROC analysis was used to calculate the area under the curve (AUC) and accuracy of P-tau217 interpretation strategies, using Aβ-PET/CSF testing as the standard of truth. RESULTS Potential DMT candidates at Butler MAP (n = 50), primarily diagnosed with mild cognitive impairment (n = 29 [58%]) or mild dementia (21 [42%]), were predominantly Aβ-positive (38 [76%]), and half (25 [50%]) were subsequently treated with aducanumab. Elevated P-tau217 predicted cerebral Aβ positivity in potential DMT candidates (AUC = 0.97 [0.92-1]), with diagnostic accuracy ranging from 0.88 (0.76-0.95, p = 0.028) to 0.96 (0.86-1, p < .001). When using site-specific cutoffs, a subset of DMT candidates (10%) exhibited borderline P-tau217 (between 0.273 and 0.399 pg/mL) that would have potentially required confirmatory testing. CONCLUSIONS This study, which included participants treated with aducanumab, confirms the utility of one- and two-cutoff strategies for interpreting plasma P-tau217 in assessing DMT eligibility. Using P-tau217 could potentially replace more invasive diagnostic methods, and all aducanumab-treated participants would have been deemed eligible based on P-tau217. However, false positives remain a concern, particularly when applying externally derived cutoffs that exhibited lower specificity which could have led to inappropriate treatment of Aβ-negative participants. Future research should focus on prospective validation of P-tau217 cutoffs to enhance their generalizability and inform standardized treatment decision-making across diverse populations.
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Affiliation(s)
- Matthew D Howe
- Butler Hospital Memory & Aging Program, 345 Blackstone Boulevard, Providence, RI, 02906, USA.
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA.
| | | | - Hannah E Joyce
- Butler Hospital Memory & Aging Program, 345 Blackstone Boulevard, Providence, RI, 02906, USA
| | - William Menard
- Butler Hospital Memory & Aging Program, 345 Blackstone Boulevard, Providence, RI, 02906, USA
| | - Sheina Emrani
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Zachary J Kunicki
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA
| | - Melanie A Faust
- Butler Hospital Memory & Aging Program, 345 Blackstone Boulevard, Providence, RI, 02906, USA
| | - Brittany C Dawson
- Butler Hospital Memory & Aging Program, 345 Blackstone Boulevard, Providence, RI, 02906, USA
| | - Meghan C Riddle
- Butler Hospital Memory & Aging Program, 345 Blackstone Boulevard, Providence, RI, 02906, USA
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA
| | - Edward D Huey
- Butler Hospital Memory & Aging Program, 345 Blackstone Boulevard, Providence, RI, 02906, USA
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA
| | - Shorena Janelidze
- Clinical Memory Research Unit, Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Oskar Hansson
- Clinical Memory Research Unit, Clinical Sciences Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Stephen P Salloway
- Butler Hospital Memory & Aging Program, 345 Blackstone Boulevard, Providence, RI, 02906, USA
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA
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Howe MD, Britton KJ, Joyce HE, Menard W, Emrani S, Kunicki ZJ, Faust MA, Dawson BC, Riddle MC, Huey ED, Janelidze S, Hansson O, Salloway SP. Clinical application of plasma P-tau217 to assess eligibility for amyloid-lowering immunotherapy in memory clinic patients with early Alzheimer's disease. RESEARCH SQUARE 2024:rs.3.rs-3755419. [PMID: 38853872 PMCID: PMC11160917 DOI: 10.21203/rs.3.rs-3755419/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Background With the approval of disease-modifying treatments (DMTs) for early Alzheimer's disease (AD), there is an increased need for efficient and non-invasive detection methods for cerebral amyloid-β (Aβ) pathology. Current methods, including positron emission tomography (PET) and cerebrospinal fluid (CSF) analysis, are costly and invasive methods that may limit access to new treatments. Plasma tau phosphorylated at threonine-217 (P-tau217) presents a promising alternative, yet optimal cutoffs for treatment eligibility with DMTs like aducanumab require further investigation. This study evaluates the efficacy of one- and two-cutoff strategies for determining DMT eligibility at the Butler Hospital Memory & Aging Program (MAP). Methods In this retrospective, cross-sectional diagnostic cohort study, we first developed P-tau217 cutoffs using site-specific training data and BioFINDER-2, which were then tested in potential DMT candidates from Butler MAP (total n = 150). ROC analysis was used to calculate the area under the curve (AUC) and accuracy of P-tau217 interpretation strategies, using Aβ-PET/CSF testing as the standard of truth. Results Potential DMT candidates at Butler MAP (n = 50), primarily diagnosed with mild cognitive impairment (n = 29 [58%]) or mild dementia (21 [42%]), were predominantly Aβ-positive (38 [76%]), and half (25 [50%]) were subsequently treated with aducanumab. Elevated P-tau217 predicted cerebral Aβ positivity in potential DMT candidates (AUC = 0.97 [0.92-1]), with diagnostic accuracy ranging from 0.88 (0.76-0.95, p = 0.028) to 0.96 (0.86-1, p < .001). When using site-specific cutoffs, a subset of DMT candidates (10%) exhibited borderline P-tau217 (between 0.273 and 0.399 pg/mL) that would have potentially required from confirmatory testing. Conclusions This study, which included participants treated with aducanumab, confirms the utility of one- and two-cutoff strategies for interpreting plasma P-tau217 in assessing DMT eligibility. Using P-tau217 could potentially replace more invasive diagnostic methods, and all aducanumab-treated participants would have been deemed eligible based on P-tau217. However, false positives remain a concern, particularly when applying externally derived cutoffs that exhibited lower specificity which could have led to inappropriate treatment of Aβ-negative participants. Future research should focus on prospective validation of P-tau217 cutoffs to enhance their generalizability and inform standardized treatment decision-making across diverse populations.
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Goetz ME, Ford CB, Greiner MA, Clark A, Johnson KG, Kaufman BG, Mantri S, Xian Y, O'Brien RJ, O'Brien EC, Lusk JB. Racial Disparities in Low-Value Care in the Last Year of Life for Medicare Beneficiaries With Neurodegenerative Disease. Neurol Clin Pract 2024; 14:e200273. [PMID: 38524836 PMCID: PMC10955333 DOI: 10.1212/cpj.0000000000200273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 01/09/2024] [Indexed: 03/26/2024]
Abstract
Background and Objectives There are racial disparities in health care services received by patients with neurodegenerative diseases, but little is known about disparities in the last year of life, specifically in high-value and low-value care utilization. This study evaluated racial disparities in the utilization of high-value and low-value care in the last year of life among Medicare beneficiaries with dementia or Parkinson disease. Methods This was a retrospective, population-based cohort analysis using data from North and South Carolina fee-for-service Medicare claims between 2013 and 2017. We created a decedent cohort of beneficiaries aged 50 years or older at diagnosis with dementia or Parkinson disease. Specific low-value utilization outcomes were selected from the Choosing Wisely initiative, including cancer screening, peripheral artery stenting, and feeding tube placement in the last year of life. Low-value outcomes included hospitalization, emergency department visits, neuroimaging services, and number of days receiving skilled nursing. High-value outcomes included receipt of occupational and physical therapy, hospice care, and medications indicated for dementia and/or Parkinson disease. Results Among 70,650 decedents, 13,753 were Black, 55,765 were White, 93.1% had dementia, and 7.7% had Parkinson disease. Adjusting for age, sex, Medicaid dual enrollment status, rural vs urban location, state (NC and SC), and comorbidities, Black decedents were more likely to receive low-value care including colorectal cancer screening (adjusted hazard ratio [aHR] 1.46 [1.32-1.61]), peripheral artery stenting (aHR 1.72 [1.43-2.08]), and feeding tube placement (aHR 2.96 [2.70-3.24]) and less likely to receive physical therapy (aHR 0.73 [0.64-0.85)], dementia medications (aHR 0.90 [0.86-0.95]), or Parkinson disease medications (aHR 0.88 [0.75-1.02]) within the last year of life. Black decedents were more likely to be hospitalized (aHR 1.28 [1.25-1.32]), more likely to be admitted to skilled nursing (aHR 1.09 [1.05-1.13]), and less likely to be admitted to hospice (aHR 0.82 [0.79-0.85]) than White decedents. Discussion We found racial disparities in care utilization among patients with neurodegenerative disease in the last year of life, such that Black decedents were more likely to receive specific low-value care services and less likely to receive high-value supportive care than White decedents, even after adjusting for health status and socioeconomic factors.
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Affiliation(s)
- Margarethe E Goetz
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Cassie B Ford
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Melissa A Greiner
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Amy Clark
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Kim G Johnson
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Brystana G Kaufman
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Sneha Mantri
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Ying Xian
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Richard J O'Brien
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Emily C O'Brien
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
| | - Jay B Lusk
- Departments of Neurology (MEG, KGJ, SM, RJOB, ECOB, JBL), Population Health Sciences (CBF, AC, BGK, ECOB, MAG), and Psychiatry and Behavioral Sciences (KGJ), Duke University, Durham, NC; Departments of Population and Data Sciences (YX), and Neurology (YX), University of Texas-Southwestern, Dallas; Duke University School of Medicine (JBL); and Duke University Fuqua School of Business (JBL), Durham, NC
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Dong X, Tsang CCS, Wan JY, Chisholm-Burns MA, Finch CK, Tsao JW, Browning JA, Garuccio J, Zeng R, Wang J. Effects of Medicare Part D medication therapy management on racial/ethnic disparities in adherence to antidementia medications among patients with Alzheimer's disease and related dementias: An observational study. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2024; 13:100420. [PMID: 38420610 PMCID: PMC10900920 DOI: 10.1016/j.rcsop.2024.100420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 08/18/2023] [Accepted: 02/08/2024] [Indexed: 03/02/2024] Open
Abstract
Background Evidence is sparse on the effects of Medicare medication therapy management (MTM) on racial/ethnic disparities in medication adherence among patients with Alzheimer's disease and related dementias. Objectives This study examined the Medicare MTM program's effects on racial/ethnic disparities in the adherence to antidementia medications among patients with Alzheimer's disease and related dementias. Methods This is a retrospective analysis of 100% of 2010-2017 Medicare Parts A, B, and D data linked to Area Health Resources Files. The study outcome was nonadherence to antidementia medications, and intervention was defined as new MTM enrollment in 2017. Propensity score matching was conducted to create intervention and comparison groups with comparable characteristics. A difference-in-differences model was employed with logistic regression, including interaction terms of dummy variables for the intervention group and racial/ethnic minorities. Results Unadjusted comparisons revealed that Black, Hispanic, and Asian/Pacific Islander patients were more likely to be nonadherent than non-Hispanic White (White) patients in 2016. Differences in odds of nonadherence between Black and White patients among the intervention group were lower in 2017 than in 2016 by 27% (odds ratios [OR]: 0.73, 95% confidence interval [CI]: 0.65-0.82). A similar lowering was seen between Hispanic and White patients by 26% (OR: 0.74, 95% CI: 0.63-0.87). MTM enrollment was associated with reduced disparities in nonadherence for Black-White patients of 33% (OR: 0.67, 95% CI: 0.57-0.78) and Hispanic-White patients of 19% (OR: 0.81, 95% CI: 0.67-0.99). Discussion The Medicare MTM program was associated with lower disparities in adherence to antidementia medications between Black and White patients, and between Hispanic and White patients in the population with Alzheimer's disease and related dementias. Conclusions Expanding the MTM program may particularly benefit racial/ethnic minorities in Alzheimer's disease and related dementia care.
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Affiliation(s)
- Xiaobei Dong
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Chi Chun Steve Tsang
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Jim Y. Wan
- Department of Preventive Medicine, University of Tennessee Health Science Center College of Medicine, 66 North Pauline St, Memphis, TN 38163, USA
| | - Marie A. Chisholm-Burns
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Christopher K. Finch
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Jack W. Tsao
- Department of Neurology, University of Tennessee Health Science Center College of Medicine, 855 Monroe Avenue, Memphis, TN 38163, USA
| | - Jamie A. Browning
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Joseph Garuccio
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Rose Zeng
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Junling Wang
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
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DiBello JR, Lu Y, Swartz J, Bortnichak EA, Liaw KL, Zhong W, Liu X. Patterns of use of symptomatic treatments for Alzheimer's disease dementia (AD). BMC Neurol 2023; 23:400. [PMID: 37946118 PMCID: PMC10634008 DOI: 10.1186/s12883-023-03447-5] [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: 03/14/2023] [Accepted: 10/23/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Symptomatic treatment for Alzheimer's disease (AD) dementia could temporarily slow symptom worsening and improve the quality of life for both AD dementia patients and their caregivers. A comprehensive evaluation of symptomatic treatment patterns using recent data for newly diagnosed AD dementia has not been performed and compared across different countries. METHODS The drug name, time to the first therapy, duration, discontinuation or switches were described in newly diagnosed AD dementia patients in two databases (a major U.S. health plan [US] and UK-Clinical Practice Research Datalink [CPRD GOLD]). This analysis included patients with newly diagnosed AD dementia in 2018-2019, who initiated symptomatic AD drug therapy, with ≥ 1 year baseline period and ≥ 1 year of follow-up. RESULTS Over median follow-ups of 698 and 645 days, 63% and 65% of AD dementia patients used symptomatic treatments, with 34% and 77% newly initiating therapy, constituting analytic samples of 7637 patients in the US database and 4470 patients in the CPRD, respectively. The median time to the first therapy was 14 days for US and 49 days for CPRD; donepezil ranked the as most frequently used (69% vs 61%), followed by memantine (19% vs 28%) in the US database and CPRD, respectively. Median time on first therapy was 213 and 334 days, and 30% and 12% of patients proceeded to a second treatment in the US and CPRD databases, respectively. CONCLUSION Approximately two thirds of newly diagnosed AD dementia patients utilized approved symptomatic treatment. Time on first therapy was relatively short (< 1 year) and the majority did not move to a second therapy, highlighting the need for better adherence and persistence to existing AD symptomatic therapies and the need for additional therapies to alleviate the significant burden of AD dementia.
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Affiliation(s)
- Julia R DiBello
- Epidemiology, Biostatistics and Research Decision Sciences, Merck & Co., Inc., 770 Sumneytown Pike, West Point, PA, 19486, USA
| | - Yifei Lu
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jina Swartz
- Exciva EXCIVA GmbH, Hauptstrasse 25, 69117, Heidelberg, Germany
| | - Edward A Bortnichak
- Epidemiology, Biostatistics and Research Decision Sciences, Merck & Co., Inc., 770 Sumneytown Pike, West Point, PA, 19486, USA
| | - Kai-Li Liaw
- Epidemiology, Biostatistics and Research Decision Sciences, Merck & Co., Inc., 770 Sumneytown Pike, West Point, PA, 19486, USA
| | - Wenjun Zhong
- Epidemiology, Biostatistics and Research Decision Sciences, Merck & Co., Inc., 770 Sumneytown Pike, West Point, PA, 19486, USA
| | - Xinyue Liu
- Epidemiology, Biostatistics and Research Decision Sciences, Merck & Co., Inc., 770 Sumneytown Pike, West Point, PA, 19486, USA.
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Tang B, Wang Y, Ren J. Basic information about memantine and its treatment of Alzheimer's disease and other clinical applications. IBRAIN 2023; 9:340-348. [PMID: 37786758 PMCID: PMC10527776 DOI: 10.1002/ibra.12098] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 10/04/2023]
Abstract
Memantine is a noncompetitive moderate-affinity strong voltage-dependent N-methyl-D-aspartate receptor antagonist. It has been used to treat Alzheimer's disease (AD) since 1989. In 2018, it became the second most commonly used drug for the treatment of dementia in the world. AD is nonreversible, and memantine can only relieve the symptoms of AD but not cure it. Over the past half-century, memantine's research and clinical application have been extensively developed. In this review, the basic composition of memantine, the mechanism and limitations of memantine in the treatment of AD, memantine combination therapy, comparison of memantine with other drugs for AD, and clinical studies of memantine in other diseases are reviewed to provide a valuable reference for further research and application of memantine for the treatment of AD.
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Affiliation(s)
- Bin‐Can Tang
- Department of AnesthesiologySouthwest Medical UniversityLuzhouChina
| | - Ya‐Ting Wang
- Department of AnesthesiologySouthwest Medical UniversityLuzhouChina
| | - Jie Ren
- Department of NeuroscienceThe University of SheffieldSheffieldUK
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Gade AC, Murahari M, Pavadai P, Kumar MS. Virtual Screening of a Marine Natural Product Database for In Silico Identification of a Potential Acetylcholinesterase Inhibitor. Life (Basel) 2023; 13:1298. [PMID: 37374081 DOI: 10.3390/life13061298] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/27/2023] [Accepted: 05/29/2023] [Indexed: 06/29/2023] Open
Abstract
Alzheimer's disease is characterized by amyloid-beta aggregation and neurofibrillary tangles. Acetylcholinesterase (AChE) hydrolyses acetylcholine and induces amyloid-beta aggregation. Acetylcholinesterase inhibitors (AChEI) inhibit this aggregation by binding to AChE, making it a potential target for the treatment of AD. In this study, we have focused on the identification of potent and safe AChEI from the Comprehensive Marine Natural Product Database (CMNPD) using computational tools. For the screening of CMNPD, a structure-based pharmacophore model was generated using a structure of AChE complexed with the co-crystallized ligand galantamine (PDB ID: 4EY6). The 330 molecules that passed through the pharmacophore filter were retrieved, their drug-likeness was determined, and they were then subjected to molecular docking studies. The top ten molecules were selected depending upon their docking score and were submitted for toxicity profiling. Based on these studies, molecule 64 (CMNPD8714) was found to be the safest and was subjected to molecular dynamics simulations and density functional theory calculations. This molecule showed stable hydrogen bonding and stacked interactions with TYR341, mediated through a water bridge. In silico results can be correlated with in vitro studies for checking its activity and safety in the future.
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Affiliation(s)
| | - Manikanta Murahari
- Department of Pharmacy, Koneru Lakshmaiah Education Foundation, Vaddeswaram 522302, India
| | - Parasuraman Pavadai
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, M.S. Ramaiah University of Applied Sciences, Bengaluru 560054, India
| | - Maushmi Shailesh Kumar
- Somaiya Institute of Research and Consultancy, Somaiya Vidyavihar University, Mumbai 400077, India
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Cheng J, Zheng H, Liu C, Jin J, Xing Z, Wu Y. Age-Associated UBE2O Reduction Promotes Neuronal Death in Alzheimer's Disease. J Alzheimers Dis 2023:JAD221143. [PMID: 37182872 DOI: 10.3233/jad-221143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
BACKGROUND Alzheimer's disease (AD) is the most common neurodegenerative disease leading to dementia in the elderly. Ubiquitin proteasome system (UPS) is critical for protein homeostasis, while the functional decline of UPS with age contributes to the pathogenesis of AD. Ubiquitin-conjugating enzyme E2O (UBE2O), an E2-E3 hybrid enzyme, is a major component of UPS. However, its role in AD pathogenesis has not been fully defined. OBJECTIVE We aimed to identify the age-associated expression of UBE2O and its role AD pathogenesis. METHODS Western blot analysis were used to assess expression of UBE2O in organs/tissues and cell lines. Immunofluorescence staining was performed to examine the cellular distribution of UBE2O. Neuronal death was determined by the activity of lactate dehydrogenase. RESULTS UBE2O is highly expressed in the cortex and hippocampus. It is predominantly expressed in neurons but not in glial cells. The peak expression of UBE2O is at postnatal day 17 and 14 in the cortex and hippocampus, respectively. Moreover its expression is gradually reduced with age. Importantly, UBE2O is significantly reduced in both cortex and hippocampus of AD mice. Consistently, overexpression of amyloid-β protein precursor (AβPP) with a pathogenic mutation (AβPPswe) for AD reduces the expression of UBE2O and promotes neuronal death, while increased expression of UBE2O rescues AβPPswe-induced neuronal death. CONCLUSION Our study indicates that age-associated reduction of UBE2O may facilitates neuronal death in AD, while increasing UBE2O expression or activity may be a potential approach for AD treatment by inhibiting neuronal death.
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Affiliation(s)
- Jing Cheng
- Cheeloo College of Medicine, Shandong University, Jinan, China
- Shandong Key Laboratory of Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, China
| | - Huancheng Zheng
- Cheeloo College of Medicine, Shandong University, Jinan, China
- Shandong Key Laboratory of Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, China
| | - Chenyu Liu
- Zhejiang Provincial Clinical Research Center for Mental Disorders, Alberta Institute, School of Mental Health and The Affiliated Kangning Hospital, Key Laboratory of Alzheimer's Disease of Zhejiang Province, Wenzhou Medical University, Oujiang Laboratory Zhejiang Lab for Regenerative Medicine, Vision and Brain Health, Wenzhou, Zhejiang, China
| | - Jiabin Jin
- Zhejiang Provincial Clinical Research Center for Mental Disorders, School of Mental Health and The Affiliated Wenzhou Kangning Hospital, Key Laboratory of Alzheimer's Disease of Zhejiang Province, Wenzhou Medical University, Oujiang Laboratory Zhejiang Lab for Regenerative Medicine, Vision and Brain Health, Wenzhou, Zhejiang, China
| | - Zhenkai Xing
- Shandong Key Laboratory of Behavioral Medicine, School of Mental Health, Jining Medical University, Jining, China
| | - Yili Wu
- Zhejiang Provincial Clinical Research Center for Mental Disorders, School of Mental Health and The Affiliated Wenzhou Kangning Hospital, Key Laboratory of Alzheimer's Disease of Zhejiang Province, Wenzhou Medical University, Oujiang Laboratory Zhejiang Lab for Regenerative Medicine, Vision and Brain Health, Wenzhou, Zhejiang, China
- Shandong Collaborative Innovation Center for Diagnosis, Treatment & Behavioral Interventions of Mental Disorders, Institute of Mental Health, Jining Medical University, Jining, China
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Tsang CCS, Sim Y, Christensen ML, Wang J. Effects of Part D Star Ratings on racial and ethnic disparities in health care costs. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 9:100250. [PMID: 37091627 PMCID: PMC10113890 DOI: 10.1016/j.rcsop.2023.100250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 03/21/2023] [Accepted: 03/21/2023] [Indexed: 03/31/2023] Open
Abstract
Background Racial/ethnic minorities are less likely than non-Hispanic White (White) patients to be included in the Medicare Part D Star Ratings measure assessment due to the restrictive inclusion criteria for the measures. Objective This paper examined the effects of racial/ethnic disparities in the measure assessment in Part D Star Ratings on disparities in healthcare costs among patients with Alzheimer's disease and related dementias (ADRD). Methods This cross-sectional study analyzed 2017 Medicare data. Proportions of Beneficiaries with ADRD were categorized into the included and excluded groups based on the inclusion criteria for the calculation of medication adherence measures in Star Ratings. Outcomes included costs for medications, physician visits, emergency room (ER) visits, and total costs. A generalized linear model was employed to compare costs across racial/ethnic groups. To explore the differential disparities in healthcare costs between the 2 groups, interaction terms between dummy variables for being excluded from the measure calculation and racial/ethnic minorities were included in the models. Results The patterns of racial/ethnic disparities in healthcare costs found in this study were generally consistent with expectations, with some exceptions. For example, compared with White patients, in the hyperlipidemia cohort, the physician visit cost for Black patients among the included group was 31% lower (cost ratio or CR = 0.69, 95% CI = 0.67-0.72); in the hypertension cohort, the hospitalization cost for Blacks among the excluded group was 15% higher (CR = 1.15, 95% CI = 1.12-1.19). More importantly, exclusion from measurement assessments was associated with differential cost disparities. For example, compared with individuals included in the measure assessment for hypertension, the Black-White disparities in costs for hospitalization and total healthcare were 30% higher (CR = 1.30, 95% CI = 1.26-1.34), and 10% higher (CR = 1.10; 95% CI = 1.08-1.12), respectively, among the excluded group. Conclusions Medicare Part D Star Ratings may be associated with aggravated racial/ethnic disparities in healthcare costs in the Medicare Part D population.
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Affiliation(s)
- Chi Chun Steve Tsang
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Yongbo Sim
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Michael L. Christensen
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
| | - Junling Wang
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, USA
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Pilonieta G, Pisu M, Martin RC, Shan L, Kennedy RE, Oates G, Kim YI, Geldmacher DS. Specialist Availability and Drug Adherence in Older Adults with Dementia Across Regions of the United States. J Alzheimers Dis 2023; 93:927-937. [PMID: 37125546 PMCID: PMC10634245 DOI: 10.3233/jad-220620] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
BACKGROUND Access to specialists facilitates appropriate Alzheimer's disease and related dementia (ADRD) medication use and adherence. However, there is little information on the impact of specialists' availability on ADRD medication adherence, especially in regions of the United States (US) where specialists are scarce, e.g., the Deep South (DS). OBJECTIVE To ascertain whether the availability of specialty physicians in the DS and other US regions predicts ADRD medication adherence among community-dwelling older adultsMethods:We conducted secondary analyses of claims data for 54,194 Medicare beneficiaries with ADRD in 2013-2015. Medication adherence was measured using the proportion of days covered (PDC). Multivariable-adjusted Modified Poisson regression was used to examine associations of adherence with physicians' availability by region. RESULTS The race/ethnicity distribution was 81.44% white, 9.17% black, 6.24% Hispanic, 2.25% Asian, and 1% other; 71.81% were female, and 42.36% were older than 85 years. Beneficiaries across regions differed in all individual and contextual characteristics except sex and comorbidities. Neurologists and psychiatrists' availability was not significantly associated with adherence (DS = 1.00, 0.97-1.03 & non-DS = 1.01, 1.00-1.01). Race and having ≥1 specialist visits were associated with a lower risk of adherence in both regions (p < 0.0001). Advanced age, dual Medicare/Medicaid eligibility, and living in non-large metropolitan areas, were associated with adherence in the non-DS region. CONCLUSION Among older Americans with ADRD, a context defined by specialist availability does not affect adherence, but other context characteristics related to socioeconomic status may. Research should further examine the influence of individual and contextual factors on ADRD treatment among older adults.
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Affiliation(s)
- Giovanna Pilonieta
- Department of Neurology, University of Alabama at Birmingham, Sparks Center, Suite 350, 1720 7th Avenue South, Birmingham, AL 35233, USA
- Department of Health Services Administration, University of Alabama at Birmingham, USA
| | - Maria Pisu
- Division of Preventive Medicine, University of Alabama at Birmingham, 1720 2nd Ave South, Birmingham, AL 35294-4410, USA
- Alzheimer’s Disease Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Roy C. Martin
- Department of Neurology, University of Alabama at Birmingham, Sparks Center, Suite 350, 1720 7th Avenue South, Birmingham, AL 35233, USA
- Alzheimer’s Disease Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Liang Shan
- School of Nursing, University of Alabama at Birmingham, USA
| | - Richard E. Kennedy
- Alzheimer’s Disease Center, University of Alabama at Birmingham, Birmingham, AL, USA
- Division of Gerontology, Geriatrics and Palliative Care, 933 19th Street South, CH19 201, Birmingham, AL 35294, USA
| | - Gabriela Oates
- Department of Pediatrics, University of Alabama at Birmingham, 1600 7 Avenue South, Birmingham, AL 35233, USA
| | - Young-Il Kim
- Division of Preventive Medicine, University of Alabama at Birmingham, 1720 2nd Ave South, Birmingham, AL 35294-4410, USA
| | - David S. Geldmacher
- Department of Neurology, University of Alabama at Birmingham, Sparks Center, Suite 350, 1720 7th Avenue South, Birmingham, AL 35233, USA
- Alzheimer’s Disease Center, University of Alabama at Birmingham, Birmingham, AL, USA
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12
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Browning JA, Tsang CCS, Zeng R, Dong X, Garuccio J, Wan JY, Chisholm-Burns MA, Finch CK, Tsao JW, Wang J. Racial/ethnic disparities in the enrollment of Medication Therapy Management programs among Medicare beneficiaries with Alzheimer's disease and related dementias. Curr Med Res Opin 2022; 38:1715-1725. [PMID: 35852087 PMCID: PMC9529863 DOI: 10.1080/03007995.2022.2103962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 07/13/2022] [Accepted: 07/14/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVE Previous analysis of policy scenarios reported potential disparities in eligibility in the Medicare Medication Therapy Management (MTM) program. With recently released MTM data, this study aimed to determine if racial/ethnic disparities exist in MTM enrollment among Medicare beneficiaries with Alzheimer's disease and related dementias (ADRD). METHODS Medicare claims/records (from 2013-2014 and 2016-2017) linked to the Area Health Resources File were examined. Included individuals were patients with ADRD and diabetes, hypertension or hyperlipidemia. The proportions of MTM enrollment were compared between non-Hispanic White (White) patients and racial/ethnic minority groups in descriptive analysis. Racial/ethnic disparities were then examined using a logistic regression adjusting for patient and community characteristics. Disparities across study periods were compared by estimating a logistic regression model with interaction terms between dummy variables for each racial/ethnic minority group and 2016-2017. RESULTS In unadjusted analyses, minorities had higher enrollment proportions than Whites. In 2016-2017, for example, enrollment percentages for Whites, Blacks, Hispanics, Asian/Pacific Islanders (Asians) and Others were respectively 14.44%, 16.71%, 19.83%, 16.66%, and 17.78%. In adjusted analyses, Blacks had lower enrollment odds than Whites within all cohorts. In the entire study sample in 2016-2017, for example, Blacks with ADRD had 9% lower odds of MTM enrollment (odds ratio 0.91, 95% confidence interval [CI] = 0.86-0.97) than Whites. These disparities decreased over time among the ADRD sample and all sub-groups. The interaction term between Blacks and 2016-2017, for instance, indicated that disparities were lowered by 11% (odds ratio 1.11, 95% CI = 1.05-1.16) across study periods among those with ADRD. CONCLUSIONS Blacks with ADRD, and diabetes, hypertension or hyperlipidemia have lower likelihood of MTM enrollment than Whites. Racial disparities were reduced over time but not eliminated.
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Affiliation(s)
- Jamie A. Browning
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, United States
| | - Chi Chun Steve Tsang
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, United States
| | - Rose Zeng
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, United States
| | - Xiaobei Dong
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, United States
| | - Joseph Garuccio
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, United States
| | - Jim Y. Wan
- Department of Preventive Medicine, University of Tennessee Health Science Center College of Medicine, 66 N. Pauline, Memphis, TN 38163, United States
| | - Marie A. Chisholm-Burns
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, United States
| | - Christopher K. Finch
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, United States
| | - Jack W. Tsao
- Department of Neurology, University of Tennessee Health Science Center & Children’s Foundation Research Institute, Le Bonheur Children’s Hospital, Memphis, TN 38163, United States
| | - Junling Wang
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center College of Pharmacy, 881 Madison Avenue, Memphis, TN 38163, United States
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Rethinking common solvents in butyrylcholinesterase activity assays. INORG CHEM COMMUN 2022. [DOI: 10.1016/j.inoche.2022.109796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Gu X, Lai D, Liu S, Chen K, Zhang P, Chen B, Huang G, Cheng X, Lu C. Hub Genes, Diagnostic Model, and Predicted Drugs Related to Iron Metabolism in Alzheimer's Disease. Front Aging Neurosci 2022; 14:949083. [PMID: 35875800 PMCID: PMC9300955 DOI: 10.3389/fnagi.2022.949083] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 06/14/2022] [Indexed: 11/13/2022] Open
Abstract
Alzheimer's disease (AD), the most common neurodegenerative disease, remains unclear in terms of its underlying causative genes and effective therapeutic approaches. Meanwhile, abnormalities in iron metabolism have been demonstrated in patients and mouse models with AD. Therefore, this study sought to find hub genes based on iron metabolism that can influence the diagnosis and treatment of AD. First, gene expression profiles were downloaded from the GEO database, including non-demented (ND) controls and AD samples. Fourteen iron metabolism-related gene sets were downloaded from the MSigDB database, yielding 520 iron metabolism-related genes. The final nine hub genes associated with iron metabolism and AD were obtained by differential analysis and WGCNA in brain tissue samples from GSE132903. GO analysis revealed that these genes were mainly involved in two major biological processes, autophagy and iron metabolism. Through stepwise regression and logistic regression analyses, we selected four of these genes to construct a diagnostic model of AD. The model was validated in blood samples from GSE63061 and GSE85426, and the AUC values showed that the model had a relatively good diagnostic performance. In addition, the immune cell infiltration of the samples and the correlation of different immune factors with these hub genes were further explored. The results suggested that these genes may also play an important role in immunity to AD. Finally, eight drugs targeting these nine hub genes were retrieved from the DrugBank database, some of which were shown to be useful for the treatment of AD or other concomitant conditions, such as insomnia and agitation. In conclusion, this model is expected to guide the diagnosis of patients with AD by detecting the expression of several genes in the blood. These hub genes may also assist in understanding the development and drug treatment of AD.
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Affiliation(s)
- Xuefeng Gu
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
- Xuefeng Gu
| | - Donglin Lai
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Shuang Liu
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Kaijie Chen
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Peng Zhang
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Clinical Medicine, Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Bing Chen
- Department of Neurosurgery, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Gang Huang
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, China
- Gang Huang
| | - Xiaoqin Cheng
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China
- Xiaoqin Cheng
| | - Changlian Lu
- Shanghai Key Laboratory of Molecular Imaging, Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, China
- *Correspondence: Changlian Lu
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Velueta-Viveros M, Martínez-Bailén M, Puerta A, Romero-Hernández LL, Křen V, Merino-Montiel P, Montiel-Smith S, Fernandes MX, Moreno-Vargas AJ, Padrón JM, López Ó, Fernández-Bolaños JG. Carbohydrate-derived bicyclic selenazolines as new dual inhibitors (cholinesterases/OGA) against Alzheimer’s disease. Bioorg Chem 2022; 127:105983. [DOI: 10.1016/j.bioorg.2022.105983] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 06/19/2022] [Accepted: 06/21/2022] [Indexed: 11/30/2022]
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Chen Y, Crimmins E, Ferido P, Zissimopoulos JM. Racial/Ethnic Disparities in Length of Life after Dementia Diagnosis: an 18-Year Follow-up Study of Medicare Beneficiaries. THE LANCET REGIONAL HEALTH - AMERICAS 2022; 8. [PMID: 35814361 PMCID: PMC9264371 DOI: 10.1016/j.lana.2021.100179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Background Methods Findings Interpretation
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17
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Azhar L, Kusumo RW, Marotta G, Lanctôt KL, Herrmann N. Pharmacological Management of Apathy in Dementia. CNS Drugs 2022; 36:143-165. [PMID: 35006557 DOI: 10.1007/s40263-021-00883-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/21/2021] [Indexed: 12/11/2022]
Abstract
Apathy is a highly prevalent symptom of dementia. Despite its association with faster cognitive and functional decline, decreased quality of life and increased mortality, no therapies are currently approved to treat apathy. The objective of this review was to summarize the drugs that have been studied for apathy treatment in patients with dementia (specifically Alzheimer's disease [AD], Huntington's disease [HD] and Parkinson's disease [PD] dementia; dementia with Lewy bodies [DLB]; vascular dementia [VaD]; and frontotemporal dementia [FTD]) based on their putative mechanisms of action. A search for relevant studies was performed using ClinicalTrials.gov and PubMed. Eligible studies were randomized controlled trials that were available in English and included at least one drug intervention and an apathy measure scale. A total of 52 studies that included patients with AD (n = 33 studies), PD (n = 5), HD (n = 1), DLB (n = 1), FTD (n = 3), VaD (n = 1), VaD and AD (n = 4), VaD and mixed dementia (n = 1), and AD, VaD and mixed dementia (n = 3) were eligible for inclusion. These studies showed that methylphenidate, olanzapine, cholinesterase inhibitors, choline alphoscerate, citalopram, memantine, and mibampator are the only beneficial drugs in AD-related apathy. For PD-related apathy, only methylphenidate, rotigotine and rivastigmine showed benefits. Regarding FTD- and DLB-related apathy, initial studies with agomelatine and rivastigmine showed benefits, respectively. As for HD- and only-VaD-related apathy, no drugs demonstrated benefits. With regards to mixed populations, memantine, galantamine and gingko biloba showed effects on apathy in the AD plus VaD populations and nimodipine in the VaD plus mixed dementia populations. Of the drugs with positive results, some are already prescribed to patients with dementia to target other symptoms, some have characteristics-such as medical contraindications (e.g., cardiovascular) and adverse effects (e.g., gastrointestinal disturbances)-that limit their clinical use and some require further study. Future studies should investigate apathy as a primary outcome, making use of appropriate sample sizes and study durations to ensure durability of results. There should also be a consensus on using scales with high test/retest and interrater reliabilities to limit the inconsistencies between clinical trials. In conclusion, there are currently no US FDA-approved drugs that target apathy in dementia, so there is an ongoing need for the development of such drugs.
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Affiliation(s)
- Laiba Azhar
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Raphael W Kusumo
- Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Giovanni Marotta
- Geriatric Medicine Division, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Krista L Lanctôt
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Nathan Herrmann
- Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, ON, Canada.
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada.
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Whittington MD, Campbell JD, Rind D, Fluetsch N, Lin GA, Pearson SD. Cost-Effectiveness and Value-Based Pricing of Aducanumab for Patients With Early Alzheimer Disease. Neurology 2022; 98:e968-e977. [PMID: 35022306 DOI: 10.1212/wnl.0000000000013314] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 12/29/2021] [Indexed: 11/15/2022] Open
Abstract
INTRODUCTION Aducanumab was granted accelerated approval with a conflicting evidence base, near-unanimous FDA Advisory Committee vote to reject approval, and a widely criticized launch price of $56,000 per year. The objective of this analysis was to estimate its cost-effectiveness. METHODS We developed a Markov model to compare aducanumab in addition to supportive care to supportive care alone over a lifetime horizon. Results were presented from both the health system and modified societal perspective. The model tracked the severity of disease and the care setting. Incremental cost-effectiveness ratios were calculated, and a threshold analysis was conducted to estimate at what price aducanumab would meet commonly used cost-effectiveness thresholds. RESULTS Using estimates of effectiveness based on pooling of data from both pivotal trials, patients treated with aducanumab spent four more months in earlier stages of AD. Over the lifetime time horizon, treating a patient with aducanumab results in 0.154 more QALYs gained per patient and 0.201 evLYGs per patient from the health care system perspective, with additional costs of approximately $204,000 per patient. The incremental outcomes were similar for the modified societal perspective. At the list price of $56,000 per year, the cost-effectiveness ranged from $1.02 million per evLYG to $1.33 million per QALY gained from the health care system perspective; and from $938,000 per evLYG to $1.27 million per QALY gained in the modified societal perspective. The annual price to meet commonly used cost-effectiveness thresholds ranged from $2,950 to $8,360, which represents a discount of 85-95% off from the annual launch price set by the manufacturer. Using estimates of effectiveness based only on the trial that suggested a benefit, the mean incremental cost was greater than $400,000 per QALY gained. DISCUSSION Patients treated with aducanumab received minimal improvements in health outcomes at considerable cost. This resulted in incremental cost-effectiveness ratios that far exceeded commonly used value thresholds, even under optimistic treatment effectiveness assumptions. These findings are subject to the substantial uncertainty regarding whether aducanumab provides any true net health benefit, but evidence available currently suggests that an annual price of aducanumab of $56,000 is not in reasonable alignment with its clinical benefits.
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Affiliation(s)
| | | | - David Rind
- Institute For Clinical and Economic Review, Boston, MA
| | | | - Grace A Lin
- Institute For Clinical and Economic Review, Boston, MA.,Department of Medicine, University of California San Francisco, San Francisco, CA
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Liu B, Ornstein KA, Alpert N, Schwartz RM, Dharmarajan KV, Kelley AS, Taioli E. Trends of hospitalizations among patients with both cancer and dementia diagnoses in New York 2007-2017. HEALTHCARE (AMSTERDAM, NETHERLANDS) 2021; 9:100565. [PMID: 34252707 PMCID: PMC8453053 DOI: 10.1016/j.hjdsi.2021.100565] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 05/25/2021] [Accepted: 07/05/2021] [Indexed: 01/22/2023]
Abstract
BACKGROUND Cancer and dementia have often been studied in isolation. We aimed to examine the spatiotemporal trend of inpatient admissions with both cancer and dementia diagnoses. METHODS Using state-wide inpatient claims data, we identified all hospital admissions for patients aged ≥50 years with both cancer and dementia diagnoses in New York State, 2007-2017. We examined the spatiotemporal trend of the admission using a novel Bayesian hierarchical model adjusting for socioeconomic factor, as measured by Yost index. RESULTS Admissions with the presence of both cancer and dementia diagnoses represented 8.5% of all admissions with a cancer diagnosis, and the proportion increased from 7.1% in 2007 to 9.7% in 2017. The median admission rate was 3.5 (interquartile range: 2.2-5.2) hospitalizations per 1000 population aged ≥50 years, which increased from 2.9 in 2007 to 3.7 in 2017. The admission rate peaked first in 2010 followed by a smaller peak in 2014, before stabilizing at a level higher than the pre-2010 period. Taking into account the spatiotemporal heterogeneity, we found that hospitalizations among those with both cancer and dementia diagnoses were associated with a higher socioeconomic status (the posterior median relative risk for Yost index = 1.046 (95% credible interval: 1.033-1.058)). CONCLUSIONS Hospitalizations of patients with both cancer and dementia increased over time. Cancer care providers and healthcare systems should be prepared to provide prevention and management strategies and engage in complex medical decision-making for this increasingly common patient population comprised of individuals with cancer and dementia.
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Affiliation(s)
- Bian Liu
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Katherine A Ornstein
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Naomi Alpert
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Rebecca M Schwartz
- Department of Occupational Medicine, Epidemiology and Prevention, Zucker School of Medicine at Hofstra/Northwell, Great Neck, NY, USA
| | - Kavita V Dharmarajan
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Amy S Kelley
- Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Emanuela Taioli
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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20
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Kawas CH, Corrada MM, Whitmer RA. Diversity and Disparities in Dementia Diagnosis and Care: A Challenge for All of Us. JAMA Neurol 2021; 78:650-652. [PMID: 33779687 DOI: 10.1001/jamaneurol.2021.0285] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Claudia H Kawas
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine.,Department of Neurology, University of California, Irvine.,Department of Neurobiology & Behavior, University of California, Irvine
| | - María M Corrada
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine.,Department of Neurology, University of California, Irvine.,Department of Epidemiology, University of California, Irvine
| | - Rachel A Whitmer
- Alzheimer's Disease Research Center, Department of Public Health Sciences, University of California, Davis
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21
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Pisu M, Martin RC, Shan L, Pilonieta G, Kennedy RE, Oates G, Kim YI, Geldmacher DS. Dementia Care in Diverse Older Adults in the U.S. Deep South and the Rest of the United States. J Alzheimers Dis 2021; 83:1753-1765. [PMID: 34459392 PMCID: PMC8843111 DOI: 10.3233/jad-210240] [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] [Indexed: 11/15/2022]
Abstract
BACKGROUND Use of specialists and recommended drugs has beneficial effects for older adults living with Alzheimer's disease and related dementia (ADRD). Gaps in care may exist for minorities, e.g., Blacks, and especially in the United States (U.S.) Deep South (DS), a poor U.S. region with rising ADRD cases and minority overrepresentation. Currently, we have little understanding of ADRD care utilization in diverse populations in this region and elsewhere in the U.S. (non-DS), and the factors that adversely impact it. OBJECTIVE To examine utilization of specialists and ADRD drugs (outcomes) in racial/ethnic groups of older adults with ADRD and the personal or context-level factors affecting these outcomes in DS and non-DS. METHODS We obtained outcomes and personal-level covariates from claims for 127,512 Medicare beneficiaries with ADRD in 2013-2015, and combined county-level data in exploratory factor analysis to define context-level covariates. Adjusted analyses tested significant association of outcomes with Black/White race and other factors in DS and non-DS. RESULTS Across racial/ethnic groups, 33%-43% in DS and 43%-50% in non-DS used specialists; 47%-55% in DS and 41%-48% in non-DS used ADRD drugs. In adjusted analyses, differences between Blacks and Whites were not significant. Vascular dementia, comorbidities, poverty, and context-level factor "Availability of Medical Resources" were associated with specialist use; Alzheimer's disease and senile dementia, comorbidities, and specialist use were associated with drug use. In non-DS only, other individual, context-level covariates were associated with the outcomes. CONCLUSION We did not observe significant gaps in ADRD care in DS and non-DS; however, research should further examine determinants of low specialist and drug use in these regions.
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Affiliation(s)
- Maria Pisu
- Division of Preventive Medicine, University of Alabama at Birmingham, 1720 2nd Ave South, Birmingham, AL 35294-4410, USA
- Alzheimer’s Disease Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Roy C. Martin
- Alzheimer’s Disease Center, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Neurology, University of Alabama at Birmingham, Sparks Center, Suite 350, 1720 7th Avenue South, Birmingham, AL 35233, USA
| | - Liang Shan
- Division of Preventive Medicine, University of Alabama at Birmingham, 1720 2nd Ave South, Birmingham, AL 35294-4410, USA
| | - Giovanna Pilonieta
- Department of Neurology, University of Alabama at Birmingham, Sparks Center, Suite 350, 1720 7th Avenue South, Birmingham, AL 35233, USA
- Department of Health Services Administration, University of Alabama at Birmingham, USA
| | - Richard E. Kennedy
- Alzheimer’s Disease Center, University of Alabama at Birmingham, Birmingham, AL, USA
- Division of Gerontology, Geriatrics and Palliative Care, 933 19th Street South, CH19 201, Birmingham, AL 35294
| | - Gabriela Oates
- Department of Pediatrics, University of Alabama at Birmingham, 1600 7th Avenue South, Birmingham, AL
| | - Young-Il Kim
- Division of Preventive Medicine, University of Alabama at Birmingham, 1720 2nd Ave South, Birmingham, AL 35294-4410, USA
| | - David S. Geldmacher
- Alzheimer’s Disease Center, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Neurology, University of Alabama at Birmingham, Sparks Center, Suite 350, 1720 7th Avenue South, Birmingham, AL 35233, USA
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22
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Barthold D, Marcum ZA, Gray SL, Zissimopoulos J. Alzheimer's disease and related dementias risk: Comparing users of non-selective and M3-selective bladder antimuscarinic drugs. Pharmacoepidemiol Drug Saf 2020; 29:1650-1658. [PMID: 32852147 PMCID: PMC7825274 DOI: 10.1002/pds.5098] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Revised: 04/21/2020] [Accepted: 07/20/2020] [Indexed: 12/30/2022]
Abstract
PURPOSE Bladder antimuscarinic (BAM) drug use is associated with increased risk of Alzheimer's disease and related dementias (ADRD). It is hypothesized that BAMs with non-selective receptor binding may increase ADRD risk more than M3-selective BAMs. This study compared ADRD risk for users of non-selective and M3-selective BAMs and examines ADRD risk associated with overall BAM use. METHODS Retrospective cohort study of Medicare claims for 71 688 individuals who used BAM drugs during 2007-2009 without an ADRD diagnosis. We compared ADRD incidence (2011-2016) between non-selective BAM users (fesoterodine, flavoxate, oxybutynin, tolterodine, trospium) and M3-selective BAM users (darifenacin, solifenacin). Logistic regressions compared individuals using target drugs in the same category of total standardized daily doses (TSDD) as a standardized measure of drug exposure, and adjusted for age, sex, race/ethnicity, healthcare utilization, other medication use, socioeconomic status, and comorbidities. Secondary analyses compared ADRD risk associated with different doses of BAMs overall. RESULTS Non-selective BAM use (compared to M3-selective) was not significantly associated with ADRD incidence. Odds ratios for non-selective use were 0.97 (CI: 0.89-1.04) for 1-364 TSDD, 0.94 (CI: 0.83-1.06) for 365-729, 1.00 (CI: 0.87-1.16) for 730-1094, and 1.03 (CI: 0.88-1.20) for >1094. Higher TSDD of BAMs overall (combining both non-selective and M3-selective BAMs), when compared to 1-364 TSDD, were associated with increased ADRD incidence (OR = 1.05 (CI: 0.99-1.10) for 365-729, OR = 1.11 (CI: 1.05-1.17) for 730-1094, and OR = 1.10 (CI: 1.04-1.15) for >1094). CONCLUSIONS Non-selective and M3-selective BAM users had similar odds of ADRD incidence, and BAM use overall was significantly associated with ADRD incidence.
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Affiliation(s)
- Douglas Barthold
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, Seattle, Washington
- The Plein Center for Geriatric Pharmacy Research, Education, and Outreach, School of Pharmacy, University of Washington, Seattle, Washington
| | - Zachary A. Marcum
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, Seattle, Washington
- The Plein Center for Geriatric Pharmacy Research, Education, and Outreach, School of Pharmacy, University of Washington, Seattle, Washington
| | - Shelly L. Gray
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, Seattle, Washington
- The Plein Center for Geriatric Pharmacy Research, Education, and Outreach, School of Pharmacy, University of Washington, Seattle, Washington
| | - Julie Zissimopoulos
- Price School of Public Policy, Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, California
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