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McKay NS, Millar PR, Nicosia J, Aschenbrenner AJ, Gordon BA, Benzinger TLS, Cruchaga CC, Schindler SE, Morris JC, Hassenstab J. Pick a PACC: Comparing domain-specific and general cognitive composites in Alzheimer disease research. Neuropsychology 2024; 38:443-464. [PMID: 38602816 PMCID: PMC11176005 DOI: 10.1037/neu0000949] [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: 04/13/2024] Open
Abstract
OBJECTIVE We aimed to illustrate how complex cognitive data can be used to create domain-specific and general cognitive composites relevant to Alzheimer disease research. METHOD Using equipercentile equating, we combined data from the Charles F. and Joanne Knight Alzheimer Disease Research Center that spanned multiple iterations of the Uniform Data Set. Exploratory factor analyses revealed four domain-specific composites representing episodic memory, semantic memory, working memory, and attention/processing speed. The previously defined preclinical Alzheimer disease cognitive composite (PACC) and a novel alternative, the Knight-PACC, were also computed alongside a global composite comprising all available tests. These three composites allowed us to compare the usefulness of domain and general composites in the context of predicting common Alzheimer disease biomarkers. RESULTS General composites slightly outperformed domain-specific metrics in predicting imaging-derived amyloid, tau, and neurodegeneration burden. Power analyses revealed that the global, Knight-PACC, and attention and processing speed composites would require the smallest sample sizes to detect cognitive change in a clinical trial, while the Alzheimer Disease Cooperative Study-PACC required two to three times as many participants. CONCLUSIONS Analyses of cognition with the Knight-PACC and our domain-specific composites offer researchers flexibility by providing validated outcome assessments that can equate across test versions to answer a wide range of questions regarding cognitive decline in normal aging and neurodegenerative disease. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Pitt J, Huebner B. Retrieval Practice Improves Exam Performance as a Function of Review Question Number and Format. JOURNAL, PHYSICAL THERAPY EDUCATION 2024:00001416-990000000-00115. [PMID: 38838277 DOI: 10.1097/jte.0000000000000352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 03/28/2024] [Indexed: 06/07/2024]
Abstract
INTRODUCTION Although retrieval practice is a well-established method of improving learning, it is unclear whether review question format matters or how many review questions are needed to maximize the effects of retrieval practice. REVIEW OF LITERATURE Inconsistent findings are reported regarding review question format, and no studies were conducted in physical therapy education programs. A positive relationship is reported between review question number and exam performance, but no studies estimate the number of review questions needed to maximize retention of specific learning objectives. SUBJECTS Eighty-eight second-year Doctor of Physical Therapy students (baseline cohort = 42 students, intervention cohort = 46 students). METHODS Exam questions were randomly assigned into different review categories. Some exam questions received no review, whereas other exam questions were reviewed with open-ended review questions or varying numbers of multiple-choice review questions. Performance on 160 multiple-choice exam questions was compared between review question categories using mixed-effects logistic regression models. RESULTS Both open-ended and multiple-choice review questions significantly improved exam question performance. Performance on exam questions improved most when more than one multiple-choice review question was provided. After controlling for exam question difficulty, multiple-choice review questions were superior to open-ended review questions. DISCUSSION AND CONCLUSION On multiple-choice exams, multiple-choice review questions are at least as effective as open-ended review questions. Given their ease of implementation, multiple-choice review questions are an efficient means to improve multiple-choice exam question performance.
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Affiliation(s)
- Jason Pitt
- Jason Pitt is the assistant professor in the Department of Physical Therapy at the University of Evansville, Evansville, IN 47708 . Please address all correspondence to Jason Pitt
- Bethany Huebner is the associate professor and chair in the Department of Physical Therapy at the University of Evansville
| | - Bethany Huebner
- Jason Pitt is the assistant professor in the Department of Physical Therapy at the University of Evansville, Evansville, IN 47708 . Please address all correspondence to Jason Pitt
- Bethany Huebner is the associate professor and chair in the Department of Physical Therapy at the University of Evansville
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Reddy PM, Abdali K, Ross SE, Davis S, Mallet RT, Shi X. Impact of Age on Cognitive Testing Practice Effects and Cardiorespiratory Responses. Gerontol Geriatr Med 2024; 10:23337214241234737. [PMID: 38410616 PMCID: PMC10896047 DOI: 10.1177/23337214241234737] [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: 10/19/2023] [Revised: 01/29/2024] [Accepted: 02/07/2024] [Indexed: 02/28/2024] Open
Abstract
Objective: This study tested the hypothesis that healthy aging attenuates cognitive practice effects and, consequently, limits the familiarity-associated reductions in heart rate (HR) and breathing frequency (BF) responses during retesting. Methods: Twenty-one cognitively normal older and younger adults (65 ± 2 vs. 26 ± 1 years old) participated in the study. Mini-Mental State Examination (MMSE), Digit-Span-Test (DST), Trail Making Test (TMT-B), and California Verbal Learning Test (CVLT-II) were administered twice at 3-week intervals, while HR and BF were monitored by electrocardiography and plethysmography, respectively. Results: Cognitive performances were not affected by the age factor, and the retest factor only affected CVLT-II. HR and BF increased only in the younger adults (p < .01) during cognitive tests; retesting attenuated these responses (retest factor p < .01). Long-delay free-recall in CVLT-II was unchanged in cognitively normal older versus younger adults. Healthy aging did not diminish short-term memory assessed by DST and CVLT-II short-delay or long-delay free-recalls. Conclusions: Only CVLT-II, but not MMSE, DST or TMT-B, demonstrated cognitive retesting practice effects in the younger and older adults. Cognitive testing at 3-week intervals in cognitively normal older and younger subjects revealed divergent cardiorespiratory responses to MMSE, DST, and TMT-B cognitive testing, particularly HR, which increased only in younger adults and to a lesser extent during retesting despite the absence of practice effects.
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Affiliation(s)
| | - Kulsum Abdali
- University of North Texas Health Science Center, Fort Worth, USA
| | - Sarah E. Ross
- University of North Texas Health Science Center, Fort Worth, USA
| | - Sandra Davis
- University of North Texas Health Science Center, Fort Worth, USA
| | - Robert T. Mallet
- University of North Texas Health Science Center, Fort Worth, USA
| | - Xiangrong Shi
- University of North Texas Health Science Center, Fort Worth, USA
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Yoshida Y, Ono K, Sekimoto S, Umeya R, Hiratsuka Y. Impact of cataract surgery on cognitive impairment in older people. Acta Ophthalmol 2023. [PMID: 38146059 DOI: 10.1111/aos.16607] [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: 05/12/2023] [Revised: 11/01/2023] [Accepted: 12/08/2023] [Indexed: 12/27/2023]
Abstract
OBJECTIVES To examine the impact of cataract surgery on mild cognitive impairment (MCI) and dementia in older people. METHODS This prospective observational study included patients aged 75 years and older who underwent cataract surgery between 2019 and 2021. Mini-mental state examination (MMSE) and MMSE for the visually impaired (MMSE-blind) were measured to evaluate cognitive function before and 3 months after cataract surgery. MMSE score at baseline was used to categorize patients into dementia (MMSE ≤ 23) and MCI groups (23 < MMSE ≤ 27). Logistic regression models were used to estimate associations between improvement in cognitive function and other factors. RESULTS Of 132 patients screened for inclusion in the study, 88 met the inclusion criteria; 39 patients were assigned to the dementia group (mean age, 85.7 ± 4.2 years) and 49 to the MCI group (mean age, 84.2 ± 3.4 years). The MCI group showed significant improvement from before to after surgery in the MMSE score (25.65 ± 1.03 vs. 27.08 ± 1.99, respectively, p < 0.001) and MMSE-blind score (18.04 ± 1.14 vs. 19.41 ± 2.01, respectively, p < 0.001). Cognitive function improved significantly in the MCI group compared with the dementia group (odds ratio, 2.85; 95% confidence interval, 1.02-7.97; and p = 0.046). CONCLUSIONS Cataract surgery significantly increases cognitive test scores in older patients with MCI. After cataract surgery, the likelihood of improvement in cognitive function may be highly dependent on a patient's preoperative cognitive state.
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Affiliation(s)
- Yuto Yoshida
- Department of Ophthalmology, Juntendo Tokyo Koto Geriatric Medical Center, Tokyo, Japan
| | - Koichi Ono
- Department of Ophthalmology, Juntendo Tokyo Koto Geriatric Medical Center, Tokyo, Japan
| | | | - Reiko Umeya
- Department of Ophthalmology, Juntendo Tokyo Koto Geriatric Medical Center, Tokyo, Japan
| | - Yoshimune Hiratsuka
- Department of Ophthalmology, Juntendo University School of Medicine, Tokyo, Japan
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Chen R, Calmasini C, Swinnerton K, Wang J, Haneuse S, Ackley SF, Hirst AK, Hayes-Larson E, George KM, Peterson R, Soh Y, Barnes LL, Mayeda ER, Gilsanz P, Mungas DM, Whitmer RA, Corrada MM, Glymour MM. Pragmatic approaches to handling practice effects in longitudinal cognitive aging research. Alzheimers Dement 2023; 19:4028-4036. [PMID: 37199336 PMCID: PMC10524983 DOI: 10.1002/alz.13067] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 03/02/2023] [Accepted: 03/08/2023] [Indexed: 05/19/2023]
Abstract
INTRODUCTION The challenge of accounting for practice effects (PEs) when modeling cognitive change was amplified by the COVID-19 pandemic, which introduced period and mode effects that may bias the estimation of cognitive trajectory. METHODS In three Kaiser Permanente Northern California prospective cohorts, we compared predicted cognitive trajectories and the association of grip strength with cognitive decline using three approaches: (1) no acknowledgment of PE, (2) inclusion of a wave indicator, and (3) constraining PE based on a preliminary model (APM) fit using a subset of the data. RESULTS APM-based correction for PEs based on balanced, pre-pandemic data, and with current age as the timescale produced the smallest discrepancy between within-person and between-person estimated age effects. Estimated associations between grip strength and cognitive decline were not sensitive to the approach used. DISCUSSION Constraining PEs based on a preliminary model is a flexible, pragmatic approach allowing for meaningful interpretation of cognitive change. HIGHLIGHTS The magnitude of practice effects (PEs) varied widely by study. When PEs were present, the three PE approaches resulted in divergent estimated age-related cognitive trajectories. Estimated age-related cognitive trajectories were sometimes implausible in models that did not account for PEs. The associations between grip strength and cognitive decline did not differ by the PE approach used. Constraining PEs based on estimates from a preliminary model allows for a meaningful interpretation of cognitive change.
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Affiliation(s)
- Ruijia Chen
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Camilla Calmasini
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Kaitlin Swinnerton
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Jingxuan Wang
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Sebastien Haneuse
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Sarah F Ackley
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Andrew K Hirst
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Eleanor Hayes-Larson
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, California, USA
| | - Kristen M George
- Department of Public Health Sciences, University of California, Davis, California, USA
| | - Rachel Peterson
- School of Public Health and Community Health Sciences, University of Montana, Missoula, Montana, USA
| | - Yenee Soh
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Lisa L Barnes
- Department of Neurological Sciences and Rush Alzheimer's Disease Center, Rush Medical College, Chicago, Illinois, USA
| | - Elizabeth Rose Mayeda
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, California, USA
| | - Paola Gilsanz
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Dan M Mungas
- Department of Neurology, University of California, Davis, California, USA
| | - Rachel A Whitmer
- Department of Public Health Sciences, University of California, Davis, California, USA
| | - Maria M Corrada
- Department of Neurology, University of California, Irvine, California, USA
| | - M Maria Glymour
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
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Sanderson-Cimino M, Chen R, Tu XM, Elman JA, Jak AJ, Kremen WS. Misinterpreting cognitive change over multiple timepoints: When practice effects meet age-related decline. Neuropsychology 2023; 37:568-581. [PMID: 37079809 PMCID: PMC10313772 DOI: 10.1037/neu0000903] [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: 04/22/2023] Open
Abstract
OBJECTIVE Practice effects (PE) on cognitive testing have been shown to delay detection of impairment and impede our ability to assess change. When decline over time is expected, as with older adults or progressive diseases, failure to adequately address PEs may lead to inaccurate conclusions because PEs artificially boost scores while pathology- or age-related decline reduces scores. Unlike most methods, a participant-replacement approach can separate pathology- or age-related decline from PEs; however, this approach has only been used across two timepoints. More than two timepoints make it possible to determine if PEs level out after the first follow-up, but it is analytically challenging because individuals may not be assessed at every timepoint. METHOD We examined 1,190 older adults who were cognitively unimpaired (n = 809) or had mild cognitive impairment (MCI; n = 381). Participants completed six neuropsychological measures at three timepoints (baseline, 12-month, 24-month). We implemented a participant-replacement method using generalized estimating equations in comparisons of matched returnees and replacements to calculate PEs. RESULTS Without accounting for PEs, cognitive function appeared to improve or stay the same. However, with the participant-replacement method, we observed significant PEs within both groups at all timepoints. PEs did not uniformly decrease across time; some-specifically on episodic memory measures-continued to increase beyond the first follow-up. CONCLUSION A replacement method of PE adjustment revealed significant PEs across two follow-ups. As expected in these older adults, accounting for PEs revealed cognitive decline. This, in turn, means earlier detection of cognitive deficits, including progression to MCI, and more accurate characterization of longitudinal change. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Mark Sanderson-Cimino
- Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco
- Center for Behavior Genetics of Aging, University of California, San Diego
| | - Ruohui Chen
- Division of Biostatistics and Bioinformatics, Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego
| | - Xin M. Tu
- School of Medicine, University of California, San Diego
- Family Medicine and Public Health, University of California San Diego
- Sam and Rose Stein Institute for Research on Aging, University of California San Diego
| | - Jeremy A. Elman
- Center for Behavior Genetics of Aging, University of California, San Diego
- School of Medicine, University of California, San Diego
| | - Amy J. Jak
- Center for Behavior Genetics of Aging, University of California, San Diego
- Center of Excellence for Stress and Mental Health, Veterans Affairs San Diego Healthcare System
| | - William S. Kremen
- Center for Behavior Genetics of Aging, University of California, San Diego
- School of Medicine, University of California, San Diego
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Reed C, Calamia M, Sanderson-Cimino M, DeVito A, Toups R, Keller J. Four year practice effects on the RBANS in a longitudinal study of older adults. APPLIED NEUROPSYCHOLOGY. ADULT 2023:1-7. [PMID: 36877817 DOI: 10.1080/23279095.2023.2180361] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
Abstract
OBJECTIVE The Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) is a widely used measure in neuropsychological assessment. Studies of practice effects on the RBANS have typically been assessed over one or two repeated assessments. The aim of the current study is to examine practice effects across four-years after baseline in a longitudinal study of cognitively healthy older adults. METHOD 453 Participants from the Louisiana Aging Brain Study (LABrainS) completed the RBANS Form A on up to four annual assessments after baseline. Practice effects were calculated using a modified participants-replacement method where scores of returnees are compared to the baseline scores of matched participants with additional adjustment for attrition effects. RESULTS Practice effects were observed primarily in the immediate memory, delayed memory, and total score indices. These index scores continued to increase with repeated assessments. CONCLUSIONS These findings extend past work on the RBANS showing the susceptibility of memory measures to practice effects. Given that memory and total score indices of the RBANS have the most robust relationships with pathological cognitive decline, these findings raise concerns about the ability to recruit those at risk for decline from longitudinal studies using the same form of the RBANS for multiple years.
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Affiliation(s)
- Christopher Reed
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Matthew Calamia
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Mark Sanderson-Cimino
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA
| | - Alyssa DeVito
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA
| | - Robert Toups
- Pennington Biomedical Research Center, Baton Rouge, LA, USA
| | - Jeffrey Keller
- Pennington Biomedical Research Center, Baton Rouge, LA, USA
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Pitt J, Huebner B. Dependence of learning outcomes in flipped and lecture classrooms on review questions: A randomized controlled trial and observational study. PLoS One 2022; 17:e0279296. [PMID: 36534683 PMCID: PMC9762591 DOI: 10.1371/journal.pone.0279296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 12/04/2022] [Indexed: 12/23/2022] Open
Abstract
PURPOSE The effects of class structure (i.e., lecture vs. flipped) and repeated review on: 1) exam scores and 2) student perceptions of learning were compared in a prospective randomized controlled trial (Study 1) and a retrospective cohort study (Study 2). METHODS In Study 1, 42 second year students in a Doctor of Physical Therapy program were randomized to either a lecture or flipped section of a neurobiology class. Both sections incorporated repeated review. In Study 2, exam scores were retrospectively compared between two cohorts: a lecture cohort without repeated review (n = 42) and a flipped cohort with repeated review (n = 46). In both studies, outcomes of interest were exam scores and student surveys. RESULTS In Study 1, students in the lecture and flipped sections had similar exam averages (lecture = 76.7 ± 17%, flipped = 77.5 ± 17%, p = 0.73). Repeated review significantly improved exam scores by 12.0 percentage points (95% CI: 8.0 to 16.0 percentage points) in the lecture section and 10.8 percentage points (95% CI: 6.9 to 14.8 percentage points) in the flipped section. The flipped section reported higher levels of satisfaction and perceived learning. In Study 2, the flipped cohort had significantly higher exam scores than the lecture cohort (lecture = 70.2 ± 6.9%, flipped = 83.4 ± 7.7%, p < 0.0001). Student satisfaction and perceived learning were similar in both cohorts. CONCLUSION Exam scores improve with review questions and quizzes provided in a class, both in a lecture or flipped classroom.
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Affiliation(s)
- Jason Pitt
- Department of Physical Therapy, University of Evansville, Evansville, Indiana, United States of America
| | - Bethany Huebner
- Department of Physical Therapy, University of Evansville, Evansville, Indiana, United States of America
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Chedid N, Tabbal J, Kabbara A, Allouch S, Hassan M. The development of an automated machine learning pipeline for the detection of Alzheimer's Disease. Sci Rep 2022; 12:18137. [PMID: 36307518 PMCID: PMC9616932 DOI: 10.1038/s41598-022-22979-3] [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: 06/14/2022] [Accepted: 10/21/2022] [Indexed: 12/30/2022] Open
Abstract
Although Alzheimer's disease is the most prevalent form of dementia, there are no treatments capable of slowing disease progression. A lack of reliable disease endpoints and/or biomarkers contributes in part to the absence of effective therapies. Using machine learning to analyze EEG offers a possible solution to overcome many of the limitations of current diagnostic modalities. Here we develop a logistic regression model with an accuracy of 81% that addresses many of the shortcomings of previous works. To our knowledge, no other study has been able to solve the following problems simultaneously: (1) a lack of automation and unbiased removal of artifacts, (2) a dependence on a high level of expertise in data pre-processing and ML for non-automated processes, (3) the need for very large sample sizes and accurate EEG source localization using high density systems, (4) and a reliance on black box ML approaches such as deep neural nets with unexplainable feature selection. This study presents a proof-of-concept for an automated and scalable technology that could potentially be used to diagnose AD in clinical settings as an adjunct to conventional neuropsychological testing, thus enhancing efficiency, reproducibility, and practicality of AD diagnosis.
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Affiliation(s)
| | - Judie Tabbal
- MINDig, 35000 Rennes, France ,Institute of Clinical Neurosciences of Rennes (INCR), Rennes, France
| | | | - Sahar Allouch
- grid.410368.80000 0001 2191 9284Univ Rennes, Inserm, LTSI-U1099, 35000 Rennes, France ,Azm Center for Research in Biotechnology and Its Applications, EDST, Tripoli, Lebanon
| | - Mahmoud Hassan
- MINDig, 35000 Rennes, France ,grid.9580.40000 0004 0643 5232School of Science and Engineering, Reykjavik University, Reykjavik, Iceland
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Almkvist O, Graff C. Practice effects in cognitive assessments three years later in non-carriers but not in symptom-free mutation carriers of autosomal-dominant Alzheimer's disease: Exemplifying procedural learning and memory? Front Aging Neurosci 2022; 14:905329. [PMID: 36275006 PMCID: PMC9580215 DOI: 10.3389/fnagi.2022.905329] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 08/15/2022] [Indexed: 11/14/2022] Open
Abstract
Practice effects (PEs) defined as an improvement of performance in cognition due to repeated assessments between sessions are well known in unimpaired individuals, while less is known about impaired cognition and particularly in latent brain disease as autosomal-dominant Alzheimer's disease. The purpose was to evaluate the general (across tests/domains) and domain-specific PE calculated as the annual rate of change (ARC) in relation to years to the estimated disease onset (YECO) and in four groups of AD: asymptomatic mutation carriers (aAD, n = 19), prodromal, i.e., symptomatic mutation carriers, criteria for AD diagnosis not fulfilled (pAD, n = 4) and mutation carriers diagnosed with AD (dAD, n = 6) as well as mutation non-carriers from the AD families serving as a healthy comparison group (HC, n = 35). Cognition was assessed at baseline and follow-up about 3 years later by 12 tests covering six domains. The aAD and HC groups were comparable at baseline in demographic characteristics (age, gender, and education), when they were in their early forties, while the pAD and dAD groups were older and cognitively impaired. The results on mean ARC for the four groups were significantly different, small, positive, and age-insensitive in the HC group, while ARC was negative and declined with time/disease advancement in AD. The differences between HC and aAD groups in mean ARC and domain-specific ARC were not significant, indicating a subtle PE in aAD in the early preclinical stage of AD. In the symptomatic stages of AD, there was no PE probably due to cognitive disease-related progression. PEs were the largest in the verbal domain in both the HC and aAD groups, indicating a relationship with cognitive vulnerability. The group-related difference in mean ARC was predominant in timekeeping tests. To conclude, the practice effect in over 3 years was suggested to be linked to procedural learning and memory.
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Affiliation(s)
- Ove Almkvist
- Divisions of Clinical Geriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
- *Correspondence: Ove Almkvist
| | - Caroline Graff
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden
- Divisions of Neurogeriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
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Holm SP, Wolfer AM, Pointeau GH, Lipsmeier F, Lindemann M. Practice effects in performance outcome measures in patients living with neurologic disorders – A systematic review. Heliyon 2022; 8:e10259. [PMID: 36082322 PMCID: PMC9445299 DOI: 10.1016/j.heliyon.2022.e10259] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 03/05/2021] [Accepted: 08/05/2022] [Indexed: 10/26/2022] Open
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Sanderson-Cimino M, Elman JA, Tu XM, Gross AL, Panizzon MS, Gustavson DE, Bondi MW, Edmonds EC, Eppig JS, Franz CE, Jak AJ, Lyons MJ, Thomas KR, Williams ME, Kremen WS. Practice Effects in Mild Cognitive Impairment Increase Reversion Rates and Delay Detection of New Impairments. Front Aging Neurosci 2022; 14:847315. [PMID: 35547623 PMCID: PMC9083463 DOI: 10.3389/fnagi.2022.847315] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2022] [Accepted: 03/21/2022] [Indexed: 01/27/2023] Open
Abstract
Objective Cognitive practice effects (PEs) can delay detection of progression from cognitively unimpaired to mild cognitive impairment (MCI). They also reduce diagnostic accuracy as suggested by biomarker positivity data. Even among those who decline, PEs can mask steeper declines by inflating cognitive scores. Within MCI samples, PEs may increase reversion rates and thus impede detection of further impairment. Within an MCI sample at baseline, we evaluated how PEs impact prevalence, reversion rates, and dementia progression after 1 year. Methods We examined 329 baseline Alzheimer's Disease Neuroimaging Initiative MCI participants (mean age = 73.1; SD = 7.4). We identified test-naïve participants who were demographically matched to returnees at their 1-year follow-up. Since the only major difference between groups was that one completed testing once and the other twice, comparison of scores in each group yielded PEs. PEs were subtracted from each test to yield PE-adjusted scores. Biomarkers included cerebrospinal fluid phosphorylated tau and amyloid beta. Cox proportional models predicted time until first dementia diagnosis using PE-unadjusted and PE-adjusted diagnoses. Results Accounting for PEs increased MCI prevalence at follow-up by 9.2% (272 vs. 249 MCI), and reduced reversion to normal by 28.8% (57 vs. 80 reverters). PEs also increased stability of single-domain MCI by 12.0% (164 vs. 147). Compared to PE-unadjusted diagnoses, use of PE-adjusted follow-up diagnoses led to a twofold increase in hazard ratios for incident dementia. We classified individuals as false reverters if they reverted to cognitively unimpaired status based on PE-unadjusted scores, but remained classified as MCI cases after accounting for PEs. When amyloid and tau positivity were examined together, 72.2% of these false reverters were positive for at least one biomarker. Interpretation Even when PEs are small, they can meaningfully change whether some individuals with MCI retain the diagnosis at a 1-year follow-up. Accounting for PEs resulted in increased MCI prevalence and altered stability/reversion rates. This improved diagnostic accuracy also increased the dementia-predicting ability of MCI diagnoses.
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Affiliation(s)
- Mark Sanderson-Cimino
- University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University, San Diego, CA, United States,Center for Behavior Genetics of Aging, University of California, San Diego, San Diego, CA, United States,*Correspondence: Mark Sanderson-Cimino,
| | - Jeremy A. Elman
- Center for Behavior Genetics of Aging, University of California, San Diego, San Diego, CA, United States,Department of Psychiatry, School of Medicine, University of California, San Diego, San Diego, CA, United States
| | - Xin M. Tu
- Department of Psychiatry, School of Medicine, University of California, San Diego, San Diego, CA, United States,Department of Family Medicine and Public Health, University of California, San Diego, San Diego, CA, United States,Sam and Rose Stein Institute for Research on Aging, University of California, San Diego, San Diego, CA, United States
| | - Alden L. Gross
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MA, United States
| | - Matthew S. Panizzon
- Center for Behavior Genetics of Aging, University of California, San Diego, San Diego, CA, United States,Department of Psychiatry, School of Medicine, University of California, San Diego, San Diego, CA, United States
| | - Daniel E. Gustavson
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Mark W. Bondi
- Department of Psychiatry, School of Medicine, University of California, San Diego, San Diego, CA, United States,Psychology Service, VA San Diego Healthcare System, San Diego, CA, United States
| | - Emily C. Edmonds
- Department of Psychiatry, School of Medicine, University of California, San Diego, San Diego, CA, United States,Research Service, VA San Diego Healthcare System, San Diego, CA, United States
| | - Joel S. Eppig
- Rehabilitation Institute of Washington, Seattle, WA, United States
| | - Carol E. Franz
- Center for Behavior Genetics of Aging, University of California, San Diego, San Diego, CA, United States,Department of Psychiatry, School of Medicine, University of California, San Diego, San Diego, CA, United States
| | - Amy J. Jak
- Center for Behavior Genetics of Aging, University of California, San Diego, San Diego, CA, United States,Center of Excellence for Stress and Mental Health, Veterans Affairs San Diego Healthcare System, San Diego, CA, United States
| | - Michael J. Lyons
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, United States
| | - Kelsey R. Thomas
- Department of Psychiatry, School of Medicine, University of California, San Diego, San Diego, CA, United States,Research Service, VA San Diego Healthcare System, San Diego, CA, United States
| | - McKenna E. Williams
- University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University, San Diego, CA, United States,Center for Behavior Genetics of Aging, University of California, San Diego, San Diego, CA, United States
| | - William S. Kremen
- Center for Behavior Genetics of Aging, University of California, San Diego, San Diego, CA, United States,Department of Psychiatry, School of Medicine, University of California, San Diego, San Diego, CA, United States,Center of Excellence for Stress and Mental Health, Veterans Affairs San Diego Healthcare System, San Diego, CA, United States
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13
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Sanderson‐Cimino M, Elman JA, Tu XM, Gross AL, Panizzon MS, Gustavson DE, Bondi MW, Edmonds EC, Eglit GM, Eppig JS, Franz CE, Jak AJ, Lyons MJ, Thomas KR, Williams ME, Kremen WS. Cognitive practice effects delay diagnosis of MCI: Implications for clinical trials. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2022; 8:e12228. [PMID: 35128027 PMCID: PMC8804942 DOI: 10.1002/trc2.12228] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 07/12/2021] [Accepted: 11/15/2021] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Practice effects (PEs) on cognitive tests obscure decline, thereby delaying detection of mild cognitive impairment (MCI). Importantly, PEs may be present even when there are performance declines, if scores would have been even lower without prior test exposure. We assessed how accounting for PEs using a replacement-participants method impacts incident MCI diagnosis. METHODS Of 889 baseline cognitively normal (CN) Alzheimer's Disease Neuroimaging Initiative (ADNI) participants, 722 returned 1 year later (mean age = 74.9 ± 6.8 at baseline). The scores of test-naïve demographically matched "replacement" participants who took tests for the first time were compared to returnee scores at follow-up. PEs-calculated as the difference between returnee follow-up scores and replacement participants scores-were subtracted from follow-up scores of returnees. PE-adjusted cognitive scores were then used to determine if individuals were below the impairment threshold for MCI. Cerebrospinal fluid amyloid beta, phosphorylated tau, and total tau were used for criterion validation. In addition, based on screening and recruitment numbers from a clinical trial of amyloid-positive individuals, we estimated the effect of earlier detection of MCI by accounting for cognitive PEs on a hypothetical clinical trial in which the key outcome was progression to MCI. RESULTS In the ADNI sample, PE-adjusted scores increased MCI incidence by 19% (P < .001), increased proportion of amyloid-positive MCI cases (+12%), and reduced proportion of amyloid-positive CNs (-5%; P's < .04). Additional calculations showed that the earlier detection and increased MCI incidence would also substantially reduce necessary sample size and study duration for a clinical trial of progression to MCI. Cost savings were estimated at ≈$5.41 million. DISCUSSION Detecting MCI as early as possible is of obvious importance. Accounting for cognitive PEs with the replacement-participants method leads to earlier detection of MCI, improved diagnostic accuracy, and can lead to multi-million-dollar cost reductions for clinical trials.
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Affiliation(s)
- Mark Sanderson‐Cimino
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical PsychologySan DiegoCaliforniaUSA
- Center for Behavior Genetics of AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
| | - Jeremy A. Elman
- Center for Behavior Genetics of AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Department of PsychiatrySchool of MedicineUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
| | - Xin M. Tu
- Department of PsychiatrySchool of MedicineUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Family Medicine and Public HealthUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Sam and Rose Stein Institute for Research on AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
| | - Alden L. Gross
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Matthew S. Panizzon
- Center for Behavior Genetics of AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Department of PsychiatrySchool of MedicineUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
| | - Daniel E. Gustavson
- Department of MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Mark W. Bondi
- Department of PsychiatrySchool of MedicineUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Psychology ServiceVA San Diego Healthcare SystemSan DiegoCaliforniaUSA
| | - Emily C. Edmonds
- Department of PsychiatrySchool of MedicineUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Research ServiceVA San Diego Healthcare SystemSan DiegoCaliforniaUSA
| | - Graham M.L. Eglit
- Center for Behavior Genetics of AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Department of PsychiatrySchool of MedicineUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Sam and Rose Stein Institute for Research on AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
| | | | - Carol E. Franz
- Center for Behavior Genetics of AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Department of PsychiatrySchool of MedicineUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
| | - Amy J. Jak
- Center for Behavior Genetics of AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Center of Excellence for Stress and Mental HealthVeterans Affairs San Diego Healthcare SystemSan DiegoCaliforniaUSA
| | - Michael J. Lyons
- Department of Psychological and Brain SciencesBoston UniversityBostonMassachusettsUSA
| | - Kelsey R. Thomas
- Department of PsychiatrySchool of MedicineUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Research ServiceVA San Diego Healthcare SystemSan DiegoCaliforniaUSA
| | - McKenna E. Williams
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical PsychologySan DiegoCaliforniaUSA
- Center for Behavior Genetics of AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
| | - William S. Kremen
- Center for Behavior Genetics of AgingUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
- Department of PsychiatrySchool of MedicineUniversity of CaliforniaSan DiegoLa JollaCaliforniaUSA
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14
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Wakida M, Asai T, Kubota R, Kuwabara T, Fukumoto Y, Sato H, Nakano J, Mori K, Ikezoe T, Hase K. Longitudinal effects of physical exercise on health-related outcomes based on frailty status in community-dwelling older adults. Geriatr Gerontol Int 2022; 22:213-218. [PMID: 35080094 DOI: 10.1111/ggi.14346] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 12/02/2021] [Accepted: 12/27/2021] [Indexed: 12/23/2022]
Abstract
AIM To clarify the difference in the longitudinal effects of physical exercise on health-related outcomes according to the baseline frailty status (frail or non-frail) in community-dwelling older adults. METHODS Participants included 177 adults aged ≥65 years who carried out multicomponent physical exercises (strength, aerobic, gait and balance) for 40 min, one to three times per week, for 1 year at a day-care center. Bodyweight, comfortable walking speed, 6-min walking distance and Mini-Mental State Examination were measured at baseline and every 3 months. For longitudinal trend, we analyzed the change in scores from baseline for each outcome using the linear mixed effects model. Fixed effects included "group" (frail or non-frail), "time" (4 time points every 3 months, from 3 to 12 months) and "interaction between group and time." RESULTS The effect sizes from baseline showed almost all positive values for each outcome. The linear mixed effects model showed significant effects on "interaction between group and time" in changes in bodyweight (P = 0.033), "group" in changes in walking speed (P = 0.013) and "time" in changes in the Mini-Mental State Examination (P < 0.001). Bodyweight showed a decreasing trend in the non-frail group after 3 months, unlike in the frail group. For walking speed, moderate effect sizes (d = 0.67-0.74) were sustained over time in the frail group, as did lesser effect sizes (d = 0.26-0.40) in the non-frail group. CONCLUSIONS Exercise-based multicomponent interventions were effective for both groups. The longitudinal effects on walking speed and bodyweight were greater in the frail group. Geriatr Gerontol Int 2022; ••: ••-••.
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Affiliation(s)
- Masanori Wakida
- Faculty of Rehabilitation, Kansai Medical University, Osaka, Japan.,KMU Day-Care Center Kori, Kansai Medical University Kori Hospital, Osaka, Japan
| | - Tsuyoshi Asai
- Faculty of Rehabilitation, Kansai Medical University, Osaka, Japan
| | - Ryo Kubota
- KMU Day-Care Center Kori, Kansai Medical University Kori Hospital, Osaka, Japan.,Department of Physical Medicine and Rehabilitation, Kansai Medical University, Osaka, Japan
| | - Takayuki Kuwabara
- Department of Rehabilitation, Kansai Medical University Hospital, Osaka, Japan.,Department of Physical Medicine and Rehabilitation, Kansai Medical University, Osaka, Japan
| | | | - Haruhiko Sato
- Faculty of Rehabilitation, Kansai Medical University, Osaka, Japan
| | - Jiro Nakano
- Faculty of Rehabilitation, Kansai Medical University, Osaka, Japan
| | - Kimihiko Mori
- Faculty of Rehabilitation, Kansai Medical University, Osaka, Japan
| | - Tome Ikezoe
- Faculty of Rehabilitation, Kansai Medical University, Osaka, Japan
| | - Kimitaka Hase
- Department of Rehabilitation, Kansai Medical University Hospital, Osaka, Japan.,Department of Physical Medicine and Rehabilitation, Kansai Medical University, Osaka, Japan
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15
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Jockusch J, Hopfenmüller W, Nitschke I. Chewing function and related parameters as a function of the degree of dementia: Is there a link between the brain and the mouth? J Oral Rehabil 2021; 48:1160-1172. [PMID: 34288029 PMCID: PMC9291087 DOI: 10.1111/joor.13231] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 06/23/2021] [Accepted: 07/06/2021] [Indexed: 02/06/2023]
Abstract
Background To date, no study has investigated the association between chewing function and related parameters as a function of the degree of dementia using a finer subdivision of the values of the Mini‐Mental State Examination (MMSE). Objective This study aimed to investigate the differences in chewing function and related parameters as a function of the degree of dementia. Methods An analysis of cross‐sectional data obtained from the OrBiD (Oral Health, Bite Force, and Dementia) pilot study was performed. The participants were stratified into five groups based on the outcomes of the MMSE (no dementia, MMSE 28–30; mild cognitive impairment, MMSE 25–27; mild dementia, MMSE 18–24; moderate dementia, MMSE 10–17; severe dementia, MMSE <10). The chewing efficiency, maximum occlusal force and related parameters (number of supporting zones, number of teeth, Eichner index, tooth/denture status, denture quality, and dental treatment needs) were recorded. Results The MMSE groups showed significantly different chewing efficiencies (p = .003, Jonckheere‐Terpstra test) and maximum occlusal forces (p = .003, Jonckheere‐Terpstra test), but the number of supporting zones (p = .055, chi‐square test) and the number of natural teeth (p = .126, chi‐square test) were not different. The Eichner index, tooth/denture status, denture quality and dental treatment need showed no significant associations with the degree of dementia. Conclusion An improvement in the usability of the measurement methods for assessing chewing function in people with dementia is needed. Research involving people with dementia is necessary because the nutritional situation often deteriorates rapidly within a multifactorial system, which includes chewing ability and oral health.
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Affiliation(s)
- Julia Jockusch
- University Research Priority Program "Dynamics of Healthy Aging", University of Zurich, Zurich, Switzerland
| | - Werner Hopfenmüller
- Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Ina Nitschke
- Clinic of General, Special Care and Geriatric Dentistry, Center of Dental Medicine, University of Zurich, Zurich, Switzerland.,Department of Prosthodontics and Materials Science, Gerodontology Section, University of Leipzig, Leipzig, Germany
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16
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Doan DNT, Ku B, Choi J, Oh M, Kim K, Cha W, Kim JU. Predicting Dementia With Prefrontal Electroencephalography and Event-Related Potential. Front Aging Neurosci 2021; 13:659817. [PMID: 33927610 PMCID: PMC8077968 DOI: 10.3389/fnagi.2021.659817] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 03/19/2021] [Indexed: 11/13/2022] Open
Abstract
Objective: To examine whether prefrontal electroencephalography (EEG) can be used for screening dementia. Methods: We estimated the global cognitive decline using the results of Mini-Mental Status Examination (MMSE), measurements of brain activity from resting-state EEG, responses elicited by auditory stimulation [sensory event-related potential (ERP)], and selective attention tasks (selective-attention ERP) from 122 elderly participants (dementia, 35; control, 87). We investigated that the association between MMSE and each EEG/ERP variable by using Pearson’s correlation coefficient and performing univariate linear regression analysis. Kernel density estimation was used to examine the distribution of each EEG/ERP variable in the dementia and non-dementia groups. Both Univariate and multiple logistic regression analyses with the estimated odds ratios were conducted to assess the associations between the EEG/ERP variables and dementia prevalence. To develop the predictive models, five-fold cross-validation was applied to multiple classification algorithms. Results: Most prefrontal EEG/ERP variables, previously known to be associated with cognitive decline, show correlations with the MMSE score (strongest correlation has |r| = 0.68). Although variables such as the frontal asymmetry of the resting-state EEG are not well correlated with the MMSE score, they indicate risk factors for dementia. The selective-attention ERP and resting-state EEG variables outperform the MMSE scores in dementia prediction (areas under the receiver operating characteristic curve of 0.891, 0.824, and 0.803, respectively). In addition, combining EEG/ERP variables and MMSE scores improves the model predictive performance, whereas adding demographic risk factors do not improve the prediction accuracy. Conclusion: Prefrontal EEG markers outperform MMSE scores in predicting dementia, and additional prediction accuracy is expected when combining them with MMSE scores. Significance: Prefrontal EEG is effective for screening dementia when used independently or in combination with MMSE.
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Affiliation(s)
- Dieu Ni Thi Doan
- Korea Institute of Oriental Medicine, Daejeon, South Korea.,Korean Convergence Medicine, University of Science and Technology, Daejeon, South Korea
| | - Boncho Ku
- Korea Institute of Oriental Medicine, Daejeon, South Korea
| | - Jungmi Choi
- Human Anti-Aging Standards Research Institute, Uiryeong-gun, South Korea
| | - Miae Oh
- Korea Institute for Health and Social Affairs, Sejong, South Korea
| | - Kahye Kim
- Korea Institute of Oriental Medicine, Daejeon, South Korea
| | - Wonseok Cha
- Human Anti-Aging Standards Research Institute, Uiryeong-gun, South Korea
| | - Jaeuk U Kim
- Korea Institute of Oriental Medicine, Daejeon, South Korea.,Korean Convergence Medicine, University of Science and Technology, Daejeon, South Korea
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17
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Sanderson-Cimino M, Elman JA, Tu XM, Gross AL, Panizzon MS, Gustavson DE, Bondi MW, Edmonds EC, Eglit GM, Eppig JS, Franz CE, Jak AJ, Lyons MJ, Thomas KR, Williams ME, Kremen WS. Cognitive Practice Effects Delay Diagnosis; Implications for Clinical Trials. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020:2020.11.03.20224808. [PMID: 33173908 PMCID: PMC7654904 DOI: 10.1101/2020.11.03.20224808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Practice effects on cognitive tests obscure decline, thereby delaying detection of mild cognitive impairment (MCI). This reduces opportunities for slowing Alzheimer's disease progression and can hinder clinical trials. Using a novel method, we assessed the ability of practice-effect-adjusted diagnoses to detect MCI earlier, and tested the validity of these diagnoses based on AD biomarkers. METHODS Of 889 Alzheimer's Disease Neuroimaging Initiative participants who were cognitively normal (CN) at baseline, 722 returned at 1-year-follow-up (mean age=74.9±6.8). Practice effects were calculated by comparing returnee scores at follow-up to demographically-matched individuals who had only taken the tests once, with an additional adjustment for attrition effects. Practice effects for each test were subtracted from follow-up scores. The lower scores put additional individuals below the impairment threshold for MCI. CSF amyloid-beta, phosphorylated tau, and total tau were measured at baseline and used for criterion validation. RESULTS Practice-effect-adjusted scores increased MCI incidence by 26% (p<.001). Adjustment increased proportions of amyloid-positive MCI cases (+20%) and reduced proportions of amyloid-positive CNs (-6%) (ps<.007). With the increased MCI base rate, adjustment for practice effects would reduce the sample size needed for detecting significant drug treatment effects by an average of 21%, which we demonstrate would result in multi-million-dollar savings in a clinical trial. INTERPRETATION Adjusting for practice effects on cognitive testing leads to earlier detection of MCI. When MCI is an outcome, this reduces recruitment needed for clinical trials, study duration, staff and participant burden, and can dramatically lower costs. Importantly, biomarker evidence also indicates improved diagnostic accuracy.
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Affiliation(s)
- Mark Sanderson-Cimino
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Jeremy A. Elman
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Xin M. Tu
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
- Sam and Rose Stein Institute for Research on Aging, University of California San Diego, La Jolla, CA, USA
| | - Alden L. Gross
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MA, USA
| | - Matthew S. Panizzon
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Daniel E. Gustavson
- Department of Medicine, Vanderbilt University Medical Center, Nashville TN, USA
| | - Mark W. Bondi
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Psychology Service, VA San Diego Healthcare System, San Diego, CA, USA
| | - Emily C. Edmonds
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Research Service, VA San Diego Healthcare System, San Diego, CA, USA
| | - Graham M.L. Eglit
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Sam and Rose Stein Institute for Research on Aging, University of California San Diego, La Jolla, CA, USA
| | | | - Carol E. Franz
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Amy J. Jak
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
- Center of Excellence for Stress and Mental Health, Veterans Affairs San Diego Healthcare System, La Jolla, CA, USA
| | - Michael J. Lyons
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Kelsey R. Thomas
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Research Service, VA San Diego Healthcare System, San Diego, CA, USA
| | - McKenna E. Williams
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - William S. Kremen
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
- Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Center of Excellence for Stress and Mental Health, Veterans Affairs San Diego Healthcare System, La Jolla, CA, USA
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18
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Jutten RJ, Grandoit E, Foldi NS, Sikkes SAM, Jones RN, Choi S, Lamar ML, Louden DKN, Rich J, Tommet D, Crane PK, Rabin LA. Lower practice effects as a marker of cognitive performance and dementia risk: A literature review. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2020; 12:e12055. [PMID: 32671181 PMCID: PMC7346865 DOI: 10.1002/dad2.12055] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 05/27/2020] [Accepted: 05/27/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND Practice effects (PEs) are improvements in performance after repeated exposure to test materials, and typically viewed as a source of bias in repeated cognitive assessments. We aimed to determine whether characterizing PEs could also provide a useful marker of early cognitive decline. METHODS We conducted a systematic review of the literature, searching PsycInfo (Ebsco) and PubMed databases for articles studying PEs in aging and dementia populations. Articles published between 1920 and 2019 were included. RESULT We identified 259 articles, of which 27 studied PEs as markers of cognitive performance. These studies consistently showed that smaller, less-robust PEs were associated with current diagnostic status and/or future cognitive decline. In addition, lower PEs were associated with Alzheimer's disease risk factors and neurodegeneration biomarkers. CONCLUSION PEs provide a potentially useful marker of cognitive decline, and could prove valuable as part of a cost-effective strategy to select individuals who are at-risk for dementia for future interventions.
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Affiliation(s)
- Roos J. Jutten
- Alzheimer Center AmsterdamAmsterdam NeuroscienceAmsterdam UMCVrije UniversiteitAmsterdamthe Netherlands
| | | | - Nancy S. Foldi
- Queens College and The Graduate Center of The City University of New YorkQueensNew YorkUSA
| | - Sietske A. M. Sikkes
- Alzheimer Center AmsterdamAmsterdam NeuroscienceAmsterdam UMCVrije UniversiteitAmsterdamthe Netherlands
| | - Richard N. Jones
- Warren Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
| | - Seo‐Eun Choi
- School of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - Melissa L. Lamar
- Rush Alzheimer's Disease CenterRush University Medical CenterChicagoIllinoisUSA
| | | | - Joanne Rich
- University Libraries, University of WashingtonSeattleWashingtonUSA
| | - Douglas Tommet
- Warren Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
| | - Paul K. Crane
- School of MedicineUniversity of WashingtonSeattleWashingtonUSA
| | - Laura A. Rabin
- Brooklyn College and The Graduate Center of The City University of New YorkBrooklynNew YorkUSA
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Montero-Odasso M, Ismail Z, Livingston G. One third of dementia cases can be prevented within the next 25 years by tackling risk factors. The case "for" and "against". Alzheimers Res Ther 2020; 12:81. [PMID: 32641088 PMCID: PMC7346354 DOI: 10.1186/s13195-020-00646-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 06/21/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND Recently, it has been suggested that up to a third of the dementia cases might be preventable. While prevention is always better than cure, this is particularly important in the field of dementia, as current interventions are not able to modify the disease. This article revises the evidence "for" and "against" dementia primary prevention. DISCUSSION Evidence "for" is sustained by the Lancet Commission on Dementia Prevention, Intervention and Care that noted a reduction of age-related incidence of dementia in high-income countries. Based on results from large cohort studies and using population attributable risk, the commission concluded that up to 35% of dementia cases could be prevented by modifying nine risk factors: low education, midlife hearing loss, obesity, hypertension, late-life depression, smoking, physical inactivity, diabetes, and social isolation. In this life course conceptual framework, modifications of risk factors can influence dementia decades before clinical disease onset. However, evidence "against" is supported by large randomized controlled trials (RCT, > 250 participants per arm, minimum of 6 months follow-up), primarily set to prevent dementia using lifestyle interventions that have shown modest or negative results. The 2017 National Academy of Medicine report concluded that the current evidence is limited and there are no specific interventions to warrant a public health recommendation for dementia prevention. Multiple pathological pathways are involved in the development of dementia which are theoretically treatable by managing midlife hearing loss and hypertension, and with physical exercise and education, as suggested by robust observational studies. However, evidence from large clinical trials is not conclusive to support that a third of dementia cases might be prevented. Current initiatives testing the effect of lifestyle interventions in larger clinical trials may help to settle this debate.
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Affiliation(s)
- Manuel Montero-Odasso
- Gait and Brain Lab, Parkwood Institute, Lawson Health Research Institute, London, ON Canada
- Schulich School of Medicine & Dentistry, Department of Medicine and Division of Geriatric Medicine, The University of Western Ontario, London, ON Canada
- Department of Epidemiology and Biostatistics, The University of Western Ontario, London, ON Canada
| | - Zahinoor Ismail
- Departments of Psychiatry, Clinical Neurosciences, and Community Health Sciences, Hotchkiss Brain Institute, Calgary, Canada
- O’Brien Institute for Public Health, University of Calgary, Calgary, Canada
| | - Gill Livingston
- Division of Psychiatry, University College London, London, UK
- Camden and Islington NHS Foundation Trust, London, UK
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20
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Holczer A, Németh VL, Vékony T, Vécsei L, Klivényi P, Must A. Non-invasive Brain Stimulation in Alzheimer's Disease and Mild Cognitive Impairment-A State-of-the-Art Review on Methodological Characteristics and Stimulation Parameters. Front Hum Neurosci 2020; 14:179. [PMID: 32523520 PMCID: PMC7261902 DOI: 10.3389/fnhum.2020.00179] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 04/21/2020] [Indexed: 12/28/2022] Open
Abstract
Background: Transcranial magnetic stimulation (TMS) and transcranial direct current stimulation (tDCS) have been proposed as a new therapeutic way to enhance the cognition of patients with dementia. However, serious methodological limitations appear to affect the estimates of their efficacy. We reviewed the stimulation parameters and methods of studies that used TMS or tDCS to alleviate the cognitive symptoms of patients with Alzheimer's disease (AD) and mild cognitive impairment (MCI). Moreover, we evaluated the risk of bias in these studies. Our aim was to highlight the current vulnerabilities of the field and to formulate recommendations on how to manage these issues when designing studies. Methods: Electronic databases and citation searching were used to identify studies administering TMS or tDCS on patients with AD or MCI to enhance cognitive function. Data were extracted by one review author into summary tables with the supervision of the authors. The risk of bias analysis of randomized-controlled trials was conducted by two independent assessors with version 2 of the Cochrane risk-of-bias tool for randomized trials. Results: Overall, 36 trials were identified of which 23 randomized-controlled trials underwent a risk of bias assessment. More than 75% of randomized-controlled trials involved some levels of bias in at least one domain. Stimulation parameters were highly variable with some ranges of effectiveness emerging. Studies with low risk of bias indicated TMS to be potentially effective for patients with AD or MCI while questioned the efficacy of tDCS. Conclusions: The presence and extent of methodical issues affecting TMS and tDCS research involving patients with AD and MCI were examined for the first time. The risk of bias frequently affected the domains of the randomization process and selection of the reported data while missing outcome was rare. Unclear reporting was present involving randomization, allocation concealment, and blinding. Methodological awareness can potentially reduce the high variability of the estimates regarding the effectiveness of TMS and tDCS. Studies with low risk of bias delineate a range within TMS parameters seem to be effective but question the efficacy of tDCS.
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Affiliation(s)
- Adrienn Holczer
- Department of Neurology, Faculty of Medicine, Albert Szent-Györgyi Health Center, University of Szeged, Szeged, Hungary
| | - Viola Luca Németh
- Department of Neurology, Faculty of Medicine, Albert Szent-Györgyi Health Center, University of Szeged, Szeged, Hungary
| | - Teodóra Vékony
- Department of Neurology, Faculty of Medicine, Albert Szent-Györgyi Health Center, University of Szeged, Szeged, Hungary
| | - László Vécsei
- Department of Neurology, Faculty of Medicine, Albert Szent-Györgyi Health Center, University of Szeged, Szeged, Hungary
- MTA-SZTE Neuroscience Research Group, Szeged, Hungary
- Interdisciplinary Centre of Excellence, University of Szeged, Szeged, Hungary
| | - Péter Klivényi
- Department of Neurology, Faculty of Medicine, Albert Szent-Györgyi Health Center, University of Szeged, Szeged, Hungary
| | - Anita Must
- MTA-SZTE Neuroscience Research Group, Szeged, Hungary
- Faculty of Arts, Institute of Psychology, University of Szeged, Szeged, Hungary
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21
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Perioperative probiotic treatment decreased the incidence of postoperative cognitive impairment in elderly patients following non-cardiac surgery: A randomised double-blind and placebo-controlled trial. Clin Nutr 2020; 40:64-71. [PMID: 32451125 DOI: 10.1016/j.clnu.2020.05.001] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 04/01/2020] [Accepted: 05/04/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Given that population aging is a global health challenge, the high prevalence of postoperative neurocognitive impairment in elderly patients necessitates the development of novel simple and effective prevention methods. OBJECTIVE To evaluate the effects of perioperative application of oral probiotic as a prophylaxis for cognitive impairment in elderly patients following non-cardiac surgery. METHODS This randomised double-blind and placebo-controlled trial included 120 elderly patients (in a modified intention-to-treat analysis) scheduled for elective orthopaedic or colorectal surgery. Patients were assigned to receive either probiotics or a placebo from hospital admission until discharge. The primary endpoint was the incidence of postoperative cognitive impairment, defined as a decrease of ≥3 points in the Mini-Mental State Examination (MMSE) scores from admission baseline to the 7th day post-surgery. Secondary endpoints included changes in plasma interleukin-6 (IL-6) and cortisol, postoperative pain intensity, postoperative sleep quality, gastrointestinal function recovery, and faecal microbiota composition. RESULTS The incidence of postoperative cognitive impairment in the probiotic group was significantly lower than in the control group (3 of 59 patients [5.1%] vs. 10 of 61 patients [16.4%], P = 0.046). In addition, compared to pre-surgery, the levels of plasma IL-6 and cortisol in the probiotic group decreased more than in the control group 5-7 days after surgery (IL-6: -117.90 ± 49.15 vs. -14.93 ± 15.21, P = 0.044; cortisol: -158.70 ± 53.52 vs. 40.98 ± 72.48, P = 0.010). Relative abundance at the genus level in the faeces of the probiotic group also changed more than in that of the control group during the perioperative period. In contrast, postoperative pain intensity, sleep quality, and gastrointestinal function recovery did not differ significantly between the two groups. CONCLUSION Perioperative application of oral probiotic prevents postoperative cognitive impairment in elderly patients following non-cardiac surgery, possibly via the limitation of peripheral inflammation and the stress response.
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Yiannopoulou KG, Anastasiou AI, Kyrozis A, Anastasiou IP. Donepezil Treatment for Alzheimer's Disease in Chronic Dialysis Patients. Case Rep Nephrol Dial 2019; 9:126-136. [PMID: 31616673 PMCID: PMC6787415 DOI: 10.1159/000502682] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2019] [Accepted: 08/11/2019] [Indexed: 12/19/2022] Open
Abstract
Donepezil is one of the cholinesterase inhibitors that are indicated for the treatment of mild to moderate Alzheimer's disease (AD). Pharmacokinetic analysis has shown that donepezil is primarily eliminated by renal excretion rather than biliary excretion in humans. Therefore, patients with impaired renal function are at high risk of toxicity caused by accumulation of this drug. It is also well known that dialysis patients have very often cholinergic disorders. On the other hand, with the increasing number of long-term chronic dialysis patients, the prevalence of cognitive disorders is increasing in elderly dialysis patients. Because of the above-mentioned special risks of these patients, acetylcholinesterase inhibitors, such as donepezil, are avoided to be prescribed for them. We studied 5 cases of chronic hemodialysis outpatients (3 men [70, 72, and 86 years old] and 2 women [65 and 71 years old]) who were diagnosed as having moderate AD. We administered donepezil at 2.5 mg/day orally to the patients. After 1 month's treatment, their behavioral symptoms were improved, without them having any adverse events. We enhanced the dose to 5 mg/day without the patients experiencing any episodes of drug toxicity. After 3 months of treatment with the higher dose, their cognitive and executive functions were slightly improved and their behavioral disorders were remarkably milder, without them experiencing any episodes of drug toxicity. The patients' condition remained stable for 6 months after the initial administration of the drug. All of them were followed for the 10 following years, showing a mild cognitive decline per year for the first 5 years and more severe decline for the remaining years of the follow-up. Our cases indicate that donepezil treatment under prudent use may be well tolerated and have a beneficial impact on chronic hemodialysis patients with AD.
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Affiliation(s)
| | | | - Andreas Kyrozis
- First Department of Neurology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis P Anastasiou
- First Urology Department, Laiko General Hospital, National and Kapodistrian University of Athens, Athens, Greece
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23
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Chu NM, Gross AL, Shaffer AA, Haugen CE, Norman SP, Xue QL, Sharrett AR, Carlson M, Bandeen-Roche K, Segev DL, McAdams-DeMarco MA. Authors' Reply. J Am Soc Nephrol 2019; 30:1548-1549. [PMID: 31300483 PMCID: PMC6683707 DOI: 10.1681/asn.2019050447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Affiliation(s)
- Nadia M Chu
- Departments of Epidemiology,
- Department of Surgery and
| | | | | | | | - Silas P Norman
- Division of Nephrology, Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, Michigan
| | - Qian-Li Xue
- Departments of Epidemiology
- Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, Maryland; and
| | | | | | - Karen Bandeen-Roche
- Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Dorry L Segev
- Departments of Epidemiology
- Department of Surgery and
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