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Park JH. Classification of Mild Cognitive Impairment Using Functional Near-Infrared Spectroscopy-Derived Biomarkers With Convolutional Neural Networks. Psychiatry Investig 2024; 21:294-299. [PMID: 38569587 PMCID: PMC10990628 DOI: 10.30773/pi.2023.0409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 12/18/2023] [Accepted: 12/29/2023] [Indexed: 04/05/2024] Open
Abstract
OBJECTIVE To date, early detection of mild cognitive impairment (MCI) has mainly depended on paper-based neuropsychological assessments. Recently, biomarkers for MCI detection have gained a lot of attention because of the low sensitivity of neuropsychological assessments. This study proposed the functional near-infrared spectroscopy (fNIRS)-derived data with convolutional neural networks (CNNs) to identify MCI. METHODS Eighty-two subjects with MCI and 148 healthy controls (HC) performed the 2-back task, and their oxygenated hemoglobin (HbO2) changes in the prefrontal cortex (PFC) were recorded during the task. The CNN model based on fNIRS-derived spatial features with HbO2 slope within time windows was trained to classify MCI. Thereafter, the 5-fold cross-validation approach was used to evaluate the performance of the CNN model. RESULTS Significant differences in averaged HbO2 values between MCI and HC groups were found, and the CNN model could better discriminate MCI with over 89.57% accuracy than the Korean version of the Montreal Cognitive Assessment (MoCA) (89.57%). Specifically, the CNN model based on HbO2 slope within the time window of 20-60 seconds from the left PFC (96.09%) achieved the highest accuracy. CONCLUSION These findings suggest that the fNIRS-derived spatial features with CNNs could be a promising way for early detection of MCI as a surrogate for a conventional screening tool and demonstrate the superiority of the fNIRS-derived spatial features with CNNs to the MoCA.
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Affiliation(s)
- Jin-Hyuck Park
- Department of Occupational Therapy, College of Medical Science, Soonchunhyang University, Asan, Republic of Korea
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Park JH. Non-equivalence of sub-tasks of the Rey-Osterrieth Complex Figure Test with convolutional neural networks to discriminate mild cognitive impairment. BMC Psychiatry 2024; 24:166. [PMID: 38413893 PMCID: PMC10900783 DOI: 10.1186/s12888-024-05622-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 02/18/2024] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND The Rey-Osterrieth Complex Figure Test (RCFT) is a tool to evaluate cognitive function. Despite its usefulness, its scoring criteria are as complicated as its figure, leading to a low reliability. Therefore, this study aimed to determine the feasibility of using the convolutional neural network (CNN) model based on the RCFT as a screening tool for mild cognitive impairment (MCI) and investigate the non-equivalence of sub-tasks of the RCFT. METHODS A total of 354 RCFT images (copy and recall conditions) were obtained from 103 healthy controls (HCs) and 74 patients with amnestic MCI (a-MCI). The CNN model was trained to predict MCI based on the RCFT-copy and RCFT-recall images. To evaluate the CNN model's performance, accuracy, sensitivity, specificity, and F1-score were measured. To compare discriminative power, the area under the curve (AUC) was calculated by the receiver operating characteristic (ROC) curve analysis. RESULTS The CNN model based on the RCFT-recall was the most accurate in discriminating a-MCI (accuracy: RCFT-copy = 0.846, RCFT-recall = 0.872, MoCA-K = 0.818). Furthermore, the CNN model based on the RCFT could better discriminate MCI than the MoCA-K (AUC: RCFT-copy = 0.851, RCFT-recall = 0.88, MoCA-K = 0.848). The CNN model based on the RCFT-recall was superior to the RCFT-copy. CONCLUSION These findings suggest the feasibility of using the CNN model based on the RCFT as a surrogate for a conventional screening tool for a-MCI and demonstrate the superiority of the CNN model based on the RCFT-recall to the RCFT-copy.
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Affiliation(s)
- Jin-Hyuck Park
- Department of Occupational Therapy, College of Medical Science, Soonchunhyang University, Room 1401, College of Medical Science, 22 Soonchunhyang-ro, Shinchang-myeon, Asan, Chungcheongnam-do, 31538, Republic of Korea.
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Rowe G, Troyer AK, Murphy KJ, Biss R, Hasher L. Implicit processes enhance cognitive abilities in mild cognitive impairment. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn 2023; 30:172-180. [PMID: 34724878 DOI: 10.1080/13825585.2021.1998320] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Previous work has shown that older adults with typical age-related memory changes (i.e., without cognitive impairment) pick up irrelevant information implicitly, and unknowingly use that information when it becomes relevant to a later task. Here, we address the possibility that implicit processes play a similarly beneficial role in the cognitive abilities of individuals with amnestic mild cognitive impairment (aMCI). Twenty-two individuals with aMCI and 22 matched controls participated in a picture judgment task while instructed to ignore distractions in the form of word/non-word letter strings. Memory for the distracting words was later tested with a word-fragment completion task. Both groups showed a priming effect, that is, they were significantly more likely to solve fragments of previously presented than non-presented words. However, the aMCI group had significantly higher scores than the older adults without cognitive impairment, t(42) = 2.16, p < .05, Cohen's d = 0.67. Our findings suggest that individuals with aMCI can enhance their performance on an explicit cognitive task, in this case, word-fragment completion, if previously exposed to the relevant information implicitly, opening up possible interventions aimed at this population.
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Affiliation(s)
- Gillian Rowe
- Neuropsychology and Cognitive Health, Baycrest Health Sciences, Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada
| | - Angela K Troyer
- Neuropsychology and Cognitive Health, Baycrest Health Sciences, Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada
| | - Kelly J Murphy
- Neuropsychology and Cognitive Health, Baycrest Health Sciences, Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada
| | - Renee Biss
- Department of Psychology, University of Windsor, Windsor, Canada
| | - Lynn Hasher
- Rotman Research Institute of Baycrest Centre, Toronto, Canada
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Park JH. Does the virtual shopping training improve executive function and instrumental activities of daily living of patients with mild cognitive impairment? Asian J Psychiatr 2022; 69:102977. [PMID: 34998232 DOI: 10.1016/j.ajp.2021.102977] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 12/22/2021] [Indexed: 11/16/2022]
Abstract
To date, ecological validity of virtual shopping training for patients with mild cognitive impairment (MCI) has not been confirmed yet. Main objective of this study was to investigate effects of virtual shopping training on executive function and instrumental activities of daily living (IADL) in patients with MCI. 32 patients with MCI were randomly assigned to the experimental group that received virtual shopping training or the waitlist control group for a total of 16 sessions. To examine effects of virtual shopping training on executive function and IADL, Korean version of the Executive Function Performance Test (EFPT-K) and Korean Instrumental Activities of Daily living (K-IADL) were conducted. After the 16 sessions, the experimental group showed greater improvement in the EFPT-K (p < 0.001) and the K-IADL (p < 0.001) compared to the control group. These results suggest that virtual shopping training might be clinically beneficial to enhance executive function and IADL in patients with MCI.
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Affiliation(s)
- Jin-Hyuck Park
- Department of Occupational Therapy, College of Medical Science, Soonchunhyang University, Asan, Republic of Korea.
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LaPlume AA, Paterson TSE, Gardner S, Stokes KA, Freedman M, Levine B, Troyer AK, Anderson ND. Interindividual and intraindividual variability in amnestic mild cognitive impairment (aMCI) measured with an online cognitive assessment. J Clin Exp Neuropsychol 2021; 43:796-812. [PMID: 34556008 DOI: 10.1080/13803395.2021.1982867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Mean cognitive performance is worse in amnestic mild cognitive impairment (aMCI) compared to control groups. However, studies on variability of cognitive performance in aMCI have yielded inconclusive results, with many differences in variability measures and samples from one study to another. METHODS We examined variability in aMCI using an existing older adult sample (n = 91; 51 with aMCI, 40 with normal cognition for age), measured with an online self-administered computerized cognitive assessment (Cogniciti's Brain Health Assessment). Our methodology extended past findings by using pure measures of variability (controlling for confounding effects of group performance or practice), and a clinically representative aMCI sample (reflecting the continuum of cognitive performance between normal cognition and aMCI). RESULTS Between-group t-tests showed significantly greater between-person variability (interindividual variability or diversity) in overall cognitive performance in aMCI than controls, although the effect size was with a small to moderate effect size, d = 0.44. No significant group differences were found in within-person variability (intraindividual variability) across cognitive tasks (dispersion) or across trials of a response time task (inconsistency), which may be because we used a sample measuring the continuum of cognitive performance. Exploratory correlation analyses showed that a worse overall score was associated with greater inter- and intraindividual variability, and that variability measures were correlated with each other, indicating people with worse cognitive performance were more variable. DISCUSSION The current study demonstrates that self-administered online tests can be used to remotely assess different types of variability in people at risk of Alzheimer`s. Our findings show small but significantly more interindividual differences in people with aMCI. This diversity is considered as "noise" in standard assessments of mean performance, but offers an interesting and cognitively informative "signal" in itself.
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Affiliation(s)
- Annalise A LaPlume
- Rotman Research Institute, Baycrest (Fully Affiliated with the University of Toronto), Toronto, Canada
| | - Theone S E Paterson
- Department of Psychology, University of Victoria, Victoria, Canada.,Neuropsychology and Cognitive Health Program, Baycrest, Toronto, Canada
| | - Sandra Gardner
- Rotman Research Institute, Baycrest (Fully Affiliated with the University of Toronto), Toronto, Canada.,Biostatistics Division, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Kathryn A Stokes
- Neuropsychology and Cognitive Health Program, Baycrest, Toronto, Canada
| | - Morris Freedman
- Rotman Research Institute, Baycrest (Fully Affiliated with the University of Toronto), Toronto, Canada.,Division of Neurology, Baycrest, Toronto, Canada.,Department of Medicine, Division of Neurology, Mt. Sinai Hospital, Toronto, ON, Canada.,Department of Medicine (Neurology), University of Toronto, Toronto, Canada
| | - Brian Levine
- Rotman Research Institute, Baycrest (Fully Affiliated with the University of Toronto), Toronto, Canada.,Department of Medicine (Neurology), University of Toronto, Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada
| | - Angela K Troyer
- Neuropsychology and Cognitive Health Program, Baycrest, Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada
| | - Nicole D Anderson
- Rotman Research Institute, Baycrest (Fully Affiliated with the University of Toronto), Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada.,Department of Psychiatry, University of Toronto, Toronto, Canada
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Yogev-Seligmann G, Eisenstein T, Ash E, Giladi N, Sharon H, Nachman S, Bregman N, Kodesh E, Hendler T, Lerner Y. Neurocognitive Plasticity Is Associated with Cardiorespiratory Fitness Following Physical Exercise in Older Adults with Amnestic Mild Cognitive Impairment. J Alzheimers Dis 2021; 81:91-112. [PMID: 33720893 DOI: 10.3233/jad-201429] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Aerobic training has been shown to promote structural and functional neurocognitive plasticity in cognitively intact older adults. However, little is known about the neuroplastic potential of aerobic exercise in individuals at risk of Alzheimer's disease (AD) and dementia. OBJECTIVE We aimed to explore the effect of aerobic exercise intervention and cardiorespiratory fitness improvement on brain and cognitive functions in older adults with amnestic mild cognitive impairment (aMCI). METHODS 27 participants with aMCI were randomized to either aerobic training (n = 13) or balance and toning (BAT) control group (n = 14) for a 16-week intervention. Pre- and post-assessments included functional MRI experiments of brain activation during associative memory encoding and neural synchronization during complex information processing, cognitive evaluation using neuropsychological tests, and cardiorespiratory fitness assessment. RESULTS The aerobic group demonstrated increased frontal activity during memory encoding and increased neural synchronization in higher-order cognitive regions such as the frontal cortex and temporo-parietal junction (TPJ) following the intervention. In contrast, the BAT control group demonstrated decreased brain activity during memory encoding, primarily in occipital, temporal, and parietal areas. Increases in cardiorespiratory fitness were associated with increases in brain activationin both the left inferior frontal and precentral gyri. Furthermore, changes in cardiorespiratory fitness were also correlated with changes in performance on several neuropsychological tests. CONCLUSION Aerobic exercise training may result in functional plasticity of high-order cognitive areas, especially, frontal regions, among older adults at risk of AD and dementia. Furthermore, cardiorespiratory fitness may be an important mediating factor of the observed changes in neurocognitive functions.
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Affiliation(s)
- Galit Yogev-Seligmann
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Tamir Eisenstein
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Elissa Ash
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Nir Giladi
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Haggai Sharon
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Pain Management & Neuromodulation Centre, Guy's & St Thomas' NHS Foundation Trust, London, UK.,Institute of Pain Medicine, Department of Anesthesiology and Critical Care Medicine, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Shikma Nachman
- Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Noa Bregman
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Einat Kodesh
- Department of Physical Therapy Faculty of Social Welfare & Health Sciences, University of Haifa, Haifa, Israel
| | - Talma Hendler
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.,School of Psychological Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Yulia Lerner
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
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Corriveau-Lecavalier N, Rajah MN, Mellah S, Belleville S. Latent patterns of task-related functional connectivity in relation to regions of hyperactivation in individuals at risk of Alzheimer's disease. Neuroimage Clin 2021; 30:102643. [PMID: 33813263 DOI: 10.1016/j.nicl.2021.102643] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 03/18/2021] [Accepted: 03/19/2021] [Indexed: 11/23/2022]
Abstract
Hyperactivation relates to memory-related network dysfunction in SCD+ and MCI. Hippocampal hyperactivation and connectivity relate to worst memory performance. In contrast, neocortical hyperactivation and connectivity may reflect compensation.
The goal of this study was to assess how task-related hyperactivation relates to brain network dysfunction and memory performance in individuals at risk of Alzheimer’s disease (AD). Eighty participants from the CIMA-Q cohort were included, of which 28 had subjective cognitive decline plus (SCD+), as they had memory complaints and worries in addition to a smaller hippocampal volume and/or an APOE4 allele, 26 had amnestic mild cognitive impairment (MCI) and 26 were healthy controls without memory complaints. Functional magnetic resonance imaging (fMRI) activation was measured during an object-location memory task. Seed-partial least square analyses (seed-PLS) were conducted in controls and in the SCD+/MCI groups to yield sets of orthogonal latent variables (LVs) assessing the triple association between: i) seed activity in brain regions found to be hyperactive in individuals at risk of AD (left hippocampus, left superior parietal lobule, right inferior temporal lobe), ii) latent patterns of whole-brain task-related activation, and iii) associative memory performance. Three LVs in the SCD+ and MCI groups (67.88% of total covariance explained) and two LVs in the controls (77.85% of total covariance explained) were significant. While controls and SCD+/MCI groups shared a common pattern of memory-related connectivity, patterns of hyperactivation-networks interactions were unique to the clinical groups. Interestingly, higher hippocampal connectivity was associated with poorer memory performance whereas higher neocortical connectivity predicted better memory performance in SCD+ and MCI groups. Our data provides empirical evidence that early dysfunction in brain activation and connectivity is present in the very early stages of AD and offers new insights on the relationship between functional brain alterations and memory performance.
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8
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Eisenstein T, Yogev-Seligmann G, Ash E, Giladi N, Sharon H, Shapira-Lichter I, Nachman S, Hendler T, Lerner Y. Maximal aerobic capacity is associated with hippocampal cognitive reserve in older adults with amnestic mild cognitive impairment. Hippocampus 2020; 31:305-320. [PMID: 33314497 DOI: 10.1002/hipo.23290] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 09/03/2020] [Accepted: 11/28/2020] [Indexed: 01/03/2023]
Abstract
Maximal aerobic capacity (MAC) has been associated with preserved neural tissue or brain maintenance (BM) in healthy older adults, including the hippocampus. Amnestic mild cognitive impairment (aMCI) is considered a prodromal stage of Alzheimer's disease. While aMCI is characterized by hippocampal deterioration, the MAC-hippocampal relationship in these patients is not well understood. In contrast to healthy individuals, neurocognitive protective effects in neurodegenerative populations have been associated with mechanisms of cognitive reserve (CR) altering the neuropathology-cognition relationship. We investigated the MAC-hippocampal relationship in aMCI (n = 29) from the perspectives of BM and CR mechanistic models with structural MRI and a memory fMRI paradigm using both group-level (higher-fit patients vs. lower-fit patients) and individual level (continuous correlation) approaches. While MAC was associated with smaller hippocampal volume, contradicting the BM model, higher-fit patients demonstrated statistically significant lower correlation between hippocampal volume and memory performance compared with the lower-fit patients, supporting the model of CR. In addition, while there was no difference in brain activity between the groups during low cognitive demand (encoding of familiar stimuli), higher MAC level was associated with increased cortical and sub-cortical activation during increased cognitive demand (encoding of novel stimuli) and also with bilateral hippocampal activity even when controlling for hippocampal volume, suggesting for an independent effect of MAC. Our results suggest that MAC may be associated with hippocampal-related cognitive reserve in aMCI through altering the relationship between hippocampal-related structural deterioration and cognitive function. In addition, MAC was found to be associated with increased capacity to recruit neural resources during increased cognitive demands.
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Affiliation(s)
- Tamir Eisenstein
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Galit Yogev-Seligmann
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Elissa Ash
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Nir Giladi
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Haggai Sharon
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Pain Management & Neuromodulation Centre, Guy's & St Thomas' NHS Foundation Trust, London, UK.,Institute of Pain Medicine, Department of Anesthesiology and Critical Care Medicine, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Irit Shapira-Lichter
- Functional MRI Center, Beilinson Hospital, Rabin Medical Center, Petah Tikva, Israel
| | - Shikma Nachman
- Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Talma Hendler
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.,School of Psychological Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Yulia Lerner
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
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Huang V, Hogan DB, Ismail Z, Maxwell CJ, Smith EE, Callahan BL. Evaluating the Real-World Representativeness of Participants with Mild Cognitive Impairment in Canadian Research Protocols: a Comparison of the Characteristics of a Memory Clinic Patients and Research Samples. Can Geriatr J 2020; 23:297-328. [PMID: 33282050 PMCID: PMC7704078 DOI: 10.5770/cgj.23.416] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Background Studies of mild cognitive impairment (MCI) employ rigorous eligibility criteria, resulting in sampling that may not be representative of the broader clinical population. Objective To compare the characteristics of MCI patients in a Calgary memory clinic to those of MCI participants in published Canadian studies. Methods Clinic participants included 555 MCI patients from the PROspective Registry of Persons with Memory SyMPToms (PROMPT) registry in Calgary. Research participants included 4,981 individuals with MCI pooled from a systematic literature review of 112 original, English-language peer-reviewed Canadian studies. Both samples were compared on baseline sociodemographic variables, medical and psychiatric comorbidities, and cognitive performance for MCI due to Alzheimer’s disease and Parkinson’s disease. Results Overall, clinic patients tended to be younger, more often male, and more educated than research participants. Psychiatric disorders, traumatic brain injury, and sensory impairment were commonplace in PROMPT (up to 83% affected) but > 80% studies in the systematic review excluded these conditions. PROMPT patients also performed worse on global cognition measures than did research participants. Conclusion Stringent eligibility criteria in Canadian research studies excluded a considerable subset of MCI patients with comorbid medical or psychiatric conditions. This exclusion may contribute to differences in cognitive performance and outcomes compared to real-world clinical samples.
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Affiliation(s)
- Vivian Huang
- Department of Psychology, Ryerson University, Toronto, ON
| | - David B Hogan
- Cumming School of Medicine, University of Calgary, Calgary, AB.,Hotchkiss Brain Institute, Calgary, AB
| | - Zahinoor Ismail
- Cumming School of Medicine, University of Calgary, Calgary, AB.,Hotchkiss Brain Institute, Calgary, AB.,Mathison Centre for Mental Health Research & Education, Calgary, AB.,Department of Psychiatry, University of Calgary, Calgary, AB, Canada
| | - Colleen J Maxwell
- Hotchkiss Brain Institute, Calgary, AB.,Schools of Pharmacy and Public Health & Health Systems, University of Waterloo, Waterloo, ON
| | - Eric E Smith
- Cumming School of Medicine, University of Calgary, Calgary, AB.,Hotchkiss Brain Institute, Calgary, AB
| | - Brandy L Callahan
- Hotchkiss Brain Institute, Calgary, AB.,Mathison Centre for Mental Health Research & Education, Calgary, AB.,Department of Psychology, University of Calgary, Calgary, AB
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10
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Murphy KJ, Hodges TE, Sheppard PAS, Troyer AK, Hampson E, Galea LAM. Sex differences in cortisol and memory following acute social stress in amnestic mild cognitive impairment. J Clin Exp Neuropsychol 2020; 42:881-901. [PMID: 33023371 DOI: 10.1080/13803395.2020.1825633] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
OBJECTIVE Older adults with amnestic mild cognitive impairment (aMCI) develop Alzheimer's type dementia approximately 10 times faster annually than the normal population. Adrenal hormones are associated with aging and cognition. We investigated the relationship between acute stress, cortisol, and memory function in aMCI with an exploratory analysis of sex. METHOD Salivary cortisol was sampled diurnally and during two test sessions, one session with the Trier Social Stress Test (TSST), to explore differences in the relationship between cortisol and memory function in age-normal cognition (NA) and aMCI. Participants with aMCI (n = 6 women, 9 men; mean age = 75) or similarly aged NA (n = 9 women, 7 men, mean age = 75) were given tests of episodic, associative, and spatial working memory with a psychosocial stressor (TSST) in the second session. RESULTS The aMCI group performed worse on the memory tests than NA as expected, and males with aMCI had elevated cortisol levels on test days. Immediate episodic memory was enhanced by social stress in NA but not in the aMCI group, indicating that stress-induced alterations in memory are different in individuals with aMCI. High cortisol was associated with impaired performance on episodic memory in aMCI males only. Cortisol in Session 1 moderated the relationship with spatial working memory, whereby higher cortisol was associated with worse performance in NA, but better spatial working memory in aMCI. In addition, effects of aMCI on perceived anxiety in response to stress exposure were moderated by stress-induced cortisol in a sex-specific manner. CONCLUSIONS We show effects of aMCI on Test Session cortisol levels and effects on perceived anxiety, and stress-induced impairments in memory in males with aMCI in our exploratory sample. Future studies should explore sex as a biological variable as our findings suggest that effects at the confluence of aMCI and stress can be obfuscated without sex as a consideration.
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Affiliation(s)
- Kelly J Murphy
- Neuropsychology and Cognitive Health Program, Baycrest , Toronto, ON, Canada.,Psychology Department, University of Toronto , Toronto, ON, Canada
| | - Travis E Hodges
- Djavad Mowafaghian Centre for Brain Health, Department of Psychology, University of British Columbia , Vancouver, BC, Canada
| | - Paul A S Sheppard
- Djavad Mowafaghian Centre for Brain Health, Department of Psychology, University of British Columbia , Vancouver, BC, Canada
| | - Angela K Troyer
- Neuropsychology and Cognitive Health Program, Baycrest , Toronto, ON, Canada.,Psychology Department, University of Toronto , Toronto, ON, Canada
| | | | - Liisa A M Galea
- Djavad Mowafaghian Centre for Brain Health, Department of Psychology, University of British Columbia , Vancouver, BC, Canada
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11
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de Sousa AVC, Grittner U, Rujescu D, Külzow N, Flöel A. Impact of 3-Day Combined Anodal Transcranial Direct Current Stimulation-Visuospatial Training on Object-Location Memory in Healthy Older Adults and Patients with Mild Cognitive Impairment. J Alzheimers Dis 2020; 75:223-244. [PMID: 32280093 PMCID: PMC7306891 DOI: 10.3233/jad-191234] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/21/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Associative object-location memory (OLM) is known to decline even in normal aging, and this process is accelerated in patients with mild cognitive impairment (MCI). Given the lack of curative treatment for Alzheimer's disease, activating cognitive resources during its preclinical phase might prevent progression to dementia. OBJECTIVE To evaluate the effects of anodal transcranial direct current stimulation (atDCS) combined with an associative episodic memory training on OLM in MCI patients and in healthy elderly (HE). METHODS In a single-blind cross-over design, 16 MCI patients and 32 HE underwent a 3-day visuospatial OLM training paired with either 20 min or 30 s (sham) atDCS (1 mA, right temporoparietal cortex). Effects on immediate (training success) and long-term memory (1-month) were investigated by conducting Mixed Model analyses. In addition, the impact of combined intervention on within-session (online) and on between-session (offline) performance were explored. RESULTS OLM training+atDCS enhanced training success only in MCI patients, but not HE (difference n.s.). Relative performance gain was similar in MCI patients compared to HE under atDCS. No beneficial effect was found after 1-month. Exploratory analyses suggested a positive impact on online, but a negative effect on offline performance in MCI patients. In both groups, exploratory post-hoc analyses indicated an association between initially low-performers and greater benefit from atDCS. CONCLUSION Cognitive training in MCI may be enhanced by atDCS, but further delineation of the impact of current brain state, as well as temporal characteristics of multi-session atDCS-training application, may be needed to induce longer-lasting effects.
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Affiliation(s)
- Angelica Vieira Cavalcanti de Sousa
- Charité – Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Neurocure Cluster of Excellence, Berlin, Germany
| | - Ulrike Grittner
- Charité – Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Center for Stroke Research, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Institute of Biometry and Clinical Epidemiology, Berlin, Germany
| | - Dan Rujescu
- Department of Psychiatry, Psychotherapy and Psychosomatic, Martin-Luther-University Halle-Wittenberg, Germany
| | - Nadine Külzow
- Charité – Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Neurocure Cluster of Excellence, Berlin, Germany
- Kliniken Beelitz GmbH, Neurological Rehabilitation Clinic, Beelitz-Heilstätten, Germany
| | - Agnes Flöel
- Charité – Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Neurocure Cluster of Excellence, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Center for Stroke Research, Berlin, Germany
- University Medicine Greifswald, Department of Neurology, Greifswald, Germany
- German Centre for Neurodegenerative Diseases (DZNE), Greifswald, Germany
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12
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Abstract
BACKGROUND The mobile screening test system for mild cognitive impairment (mSTS-MCI) was developed and validated to address the low sensitivity and specificity of the Montreal Cognitive Assessment (MoCA) widely used clinically. OBJECTIVE This study was to evaluate the efficacy machine learning algorithms based on the mSTS-MCI and Korean version of MoCA. METHOD In total, 103 healthy individuals and 74 patients with MCI were randomly divided into training and test data sets, respectively. The algorithm using TensorFlow was trained based on the training data set, and then its accuracy was calculated based on the test data set. The cost was calculated via logistic regression in this case. RESULT Predictive power of the algorithms was higher than those of the original tests. In particular, the algorithm based on the mSTS-MCI showed the highest positive-predictive value. CONCLUSION The machine learning algorithms predicting MCI showed the comparable findings with the conventional screening tools.
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Affiliation(s)
- Jin-Hyuck Park
- Department of Occupational Therapy, College of Medical Science, Soonchunhyang University, Asan, Korea
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13
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Emrani S, Wasserman V, Matusz E, Miller D, Lamar M, Price CC, Ginsberg TB, Au R, Swenson R, Libon DJ. Visual versus Verbal Working Memory in Statistically Determined Patients with Mild Cognitive Impairment: On behalf of the Consortium for Clinical and Epidemiological Neuropsychological Data Analysis (CENDA). J Int Neuropsychol Soc 2019; 25:1001-10. [PMID: 31543085 DOI: 10.1017/S1355617719000808] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVE Previous research in mild cognitive impairment (MCI) suggests that visual episodic memory impairment may emerge before analogous verbal episodic memory impairment. The current study examined working memory (WM) test performance in MCI to assess whether patients present with greater visual versus verbal WM impairment. WM performance was also assessed in relation to hippocampal occupancy (HO), a ratio of hippocampal volume to ventricular dilation adjusted for demographic variables and intracranial volume. METHODS Jak et al. (2009) (The American Journal of Geriatric Psychiatry, 17, 368-375) and Edmonds, Delano-Wood, Galasko, Salmon, & Bondi (2015) (Journal of Alzheimer's Disease, 47(1), 231-242) criteria classify patients into four groups: little to no cognitive impairment (non-MCI); subtle cognitive impairment (SCI); amnestic MCI (aMCI); and a combined mixed/dysexecutive MCI (mixed/dys MCI). WM was assessed using co-normed Wechsler Adult Intelligence Scale-IV (WAIS-IV) Digit Span Backwards and Wechsler Memory Scale-IV (WMS-IV) Symbol Span Z-scores. RESULTS Between-group analyses found worse WMS-IV Symbol Span and WAIS-IV Digit Span Backwards performance for mixed/dys MCI compared to non-MCI patients. Within-group analyses found no differences for non-MCI patients; however, all other groups scored lower on WMS-IV Symbol Span than WAIS-IV Digit Span Backwards. Regression analysis with HO as the dependent variable was statistically significant for WMS-IV Symbol Span performance. WAIS-IV Digit Span Backwards performance failed to reach statistical significance. CONCLUSIONS Worse WMS-IV Symbol Span performance was observed in patient groups with measurable neuropsychological impairment and better WMS-IV Symbol Span performance was associated with higher HO ratios. These results suggest that visual WM may be particularly sensitive to emergent illness compared to analogous verbal WM tests.
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14
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Delhaye E, Mechanic-Hamilton D, Saad L, Das SR, Wisse LEM, Yushkevich PA, Wolk DA, Bastin C. Associative memory for conceptually unitized word pairs in mild cognitive impairment is related to the volume of the perirhinal cortex. Hippocampus 2019; 29:630-638. [PMID: 30588714 PMCID: PMC6565465 DOI: 10.1002/hipo.23063] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 11/23/2018] [Accepted: 11/30/2018] [Indexed: 11/06/2022]
Abstract
Unitization, that is, the encoding of an association as one integrated entity, has been shown to improve associative memory in populations presenting with associative memory deficit due to hippocampal dysfunction, such as amnesic patients with focal hippocampal lesions and healthy older adults. One reason for this benefit is that encoding of unitized associations would rely on the perirhinal cortex (PrC) and thus minimize the need for hippocampal recruitment. Mild cognitive impairment (MCI) is accompanied by a deficit in associative memory. However, unitization has never been studied to explore the potential benefit in associative memory in MCI, maybe because MCI is characterized by PrC pathology. However, the PrC may potentially still function sufficiently to allow for the successful adoption of unitization. In this study, we aimed at assessing whether unitization could attenuate MCI patients' associative memory deficit, and whether the ability to remember unitized associations would be modulated by the integrity of the PrC in MCI patients. Unitization was manipulated at a conceptual level, by encouraging participants to encode unrelated word pairs as new compound words. Participants also underwent a structural MRI exam, and measures of PrC were extracted (Brodmann Areas [BA] 35 and 36). Results showed that, contrary to healthy controls, MCI patients did not benefit from unitization. Moreover, their memory performance for unitized associations was related to the measure of PrC integrity (BA35), while it was not the case in controls. This finding thus suggests that unitization does not help to attenuate the associative deficit in MCI patients, and brings support to the literature linking unitization to the PrC function.
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Affiliation(s)
- Emma Delhaye
- GIGA-CRC In-Vivo Imaging, Liege University, Liège, Belgium
- PsyNCog, Faculty of Psychology, Liege, Belgium
| | - Dawn Mechanic-Hamilton
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Penn Memory Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Laura Saad
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Penn Memory Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sandhitsu R. Das
- Penn Image Computing and Science Laboratory, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Laura E. M. Wisse
- Penn Memory Center, University of Pennsylvania, Philadelphia, Pennsylvania
- Penn Image Computing and Science Laboratory, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Paul A. Yushkevich
- Penn Image Computing and Science Laboratory, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - David A. Wolk
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Penn Memory Center, University of Pennsylvania, Philadelphia, Pennsylvania
- Penn Image Computing and Science Laboratory, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Christine Bastin
- GIGA-CRC In-Vivo Imaging, Liege University, Liège, Belgium
- PsyNCog, Faculty of Psychology, Liege, Belgium
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15
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El Haj M, Antoine P. Context Memory in Alzheimer's Disease: The "Who, Where, and When". Arch Clin Neuropsychol 2018; 33:158-167. [PMID: 28666337 DOI: 10.1093/arclin/acx062] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Accepted: 06/10/2017] [Indexed: 11/13/2022] Open
Abstract
Objective Context memory, a component of episodic system, refers to the ability to retrieve conditions under which an event has occurred, such as who was present during that event and where and when it occurred. Context memory has been found to be compromised in older adults, an issue that we investigated in Alzheimer's disease (AD). Methods Thirty-one participants with AD and 35 older adults were asked to generate three autobiographical events. Afterward, they were asked to remember the names of all people who were evoked during the events, and the names for any location that was mentioned during the events. Participants were also asked to remember the year, season, month and day of the week when the events occurred. Results Compared to older adults, participants with AD showed lower memory for "who" (p < .001), "where" (p < .05), and "when" (p < .01). Compared to "who" and "where", both participants with AD and older adults showed pronounced difficulties in remembering the "when". Conclusion these findings highlight difficulties in remembering temporal information as an indication of context memory decline in AD. The difficulties in retrieving temporal information are discussed in terms of timing failures and hippocampal degenerations in AD.
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Affiliation(s)
- Mohamad El Haj
- Univ. Lille, CNRS, CHU Lille, UMR 9193 - SCALab - Sciences Cognitives et Sciences Affectives, F-59000 Lille, France.,CHU de Lille, Unité de Psychogériatrie, Pôle de Gérontologie, 59037 Lille, France
| | - Pascal Antoine
- CHU de Lille, Unité de Psychogériatrie, Pôle de Gérontologie, 59037 Lille, France
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16
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Delhaye E, Bahri MA, Salmon E, Bastin C. Impaired perceptual integration and memory for unitized representations are associated with perirhinal cortex atrophy in Alzheimer's disease. Neurobiol Aging 2018; 73:135-144. [PMID: 30342274 DOI: 10.1016/j.neurobiolaging.2018.09.021] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 09/12/2018] [Accepted: 09/15/2018] [Indexed: 11/27/2022]
Abstract
Unitization, the capacity to encode associations as one integrated entity, can enhance associative memory in populations with an associative memory deficit by promoting familiarity-based associative recognition. Patients with Alzheimer's disease (AD) are typically impaired in associative memory compared with healthy controls but do not benefit from unitization strategies. Using fragmented pictures of objects, this study aimed at assessing which of the cognitive processes that compose unitization is actually affected in AD: the retrieval of unitized representations itself, or some earlier stages of processing, such as the integration process at a perceptual or conceptual stage of representation. We also intended to relate patients' object unitization capacity to the integrity of their perirhinal cortex (PrC), as the PrC is thought to underlie unitization and is also one of the first affected regions in AD. We evaluated perceptual integration capacity and subsequent memory for those items that have supposedly been unitized in 23 mild AD patients and 20 controls. We systematically manipulated the level of perceptual integration during encoding by presenting object pictures that were either left intact, separated into 2 fragments, or separated into 4 fragments. Subjects were instructed to unitize the fragments into a single representation. Success of integration was assessed by a question requiring the identification of the object. Participants also underwent a structural magnetic resonance imaging examination, and measures of PrC, posterior cingulate cortex volume and thickness, and hippocampal volume, were extracted. The results showed that patients' perceptual integration performance decreased with the increased fragmentation level and that their memory for unitized representations was impaired whatever the demands in terms of perceptual integration at encoding. Both perceptual integration and memory for unitized representations were related to the integrity of the PrC, and memory for unitized representations was also related to the volume of the hippocampus. We argue that, globally, this supports representational theories of memory that hold that the role of the PrC is not only perceptual nor mnemonic but instead underlies complex object representation.
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Affiliation(s)
- Emma Delhaye
- GIGA-CRC In-Vivo Imaging, University in Liège, Liège, Belgium; PsyNCog, Faculty of Psychology, University in Liège, Liège, Belgium.
| | | | - Eric Salmon
- GIGA-CRC In-Vivo Imaging, University in Liège, Liège, Belgium; PsyNCog, Faculty of Psychology, University in Liège, Liège, Belgium; Memory Clinic, CHU Liege, University in Liège, Liège, Belgium
| | - Christine Bastin
- GIGA-CRC In-Vivo Imaging, University in Liège, Liège, Belgium; PsyNCog, Faculty of Psychology, University in Liège, Liège, Belgium
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17
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Mohammadi A, Kargar M, Hesami E. Using virtual reality to distinguish subjects with multiple- but not single-domain amnestic mild cognitive impairment from normal elderly subjects. Psychogeriatrics 2018; 18:132-142. [PMID: 29409155 DOI: 10.1111/psyg.12301] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Revised: 07/19/2017] [Accepted: 07/26/2017] [Indexed: 02/02/2023]
Abstract
AIM Spatial disorientation is a hallmark of amnestic mild cognitive impairment (aMCI) and Alzheimer's disease. Our aim was to use virtual reality to determine the allocentric and egocentric memory deficits of subjects with single-domain aMCI (aMCIsd) and multiple-domain aMCI (aMCImd). For this purpose, we introduced an advanced virtual reality navigation task (VRNT) to distinguish these deficits in mild Alzheimer's disease (miAD), aMCIsd, and aMCImd. METHODS The VRNT performance of 110 subjects, including 20 with miAD, 30 with pure aMCIsd, 30 with pure aMCImd, and 30 cognitively normal controls was compared. Our newly developed VRNT consists of a virtual neighbourhood (allocentric memory) and virtual maze (egocentric memory). Verbal and visuospatial memory impairments were also examined with Rey Auditory-Verbal Learning Test and Rey-Osterrieth Complex Figure Test, respectively. RESULTS We found that miAD and aMCImd subjects were impaired in both allocentric and egocentric memory, but aMCIsd subjects performed similarly to the normal controls on both tasks. The miAD, aMCImd, and aMCIsd subjects performed worse on finding the target or required more time in the virtual environment than the aMCImd, aMCIsd, and normal controls, respectively. Our findings indicated the aMCImd and miAD subjects, as well as the aMCIsd subjects, were more impaired in egocentric orientation than allocentric orientation. CONCLUSION We concluded that VRNT can distinguish aMCImd subjects, but not aMCIsd subjects, from normal elderly subjects. The VRNT, along with the Rey Auditory-Verbal Learning Test and Rey-Osterrieth Complex Figure Test, can be used as a valid diagnostic tool for properly distinguishing different forms of aMCI.
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Affiliation(s)
- Alireza Mohammadi
- Neuroscience Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Mahmoud Kargar
- Department of Speech Therapy, School of Rehabilitation, Tehran University of Medical Sciences, Tehran, Iran
| | - Ehsan Hesami
- Department of Speech Therapy, University of Social Welfare and Rehabilitation Science, Tehran, Iran
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18
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Polcher A, Frommann I, Koppara A, Wolfsgruber S, Jessen F, Wagner M. Face-Name Associative Recognition Deficits in Subjective Cognitive Decline and Mild Cognitive Impairment. J Alzheimers Dis 2018; 56:1185-1196. [PMID: 28106560 DOI: 10.3233/jad-160637] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND There is a need for more sensitive neuropsychological tests to detect subtle cognitive deficits emerging in the preclinical stage of Alzheimer's disease (AD). Associative memory is a cognitive function supported by the hippocampus and affected early in the process of AD. OBJECTIVE We developed a short computerized face-name associative recognition test (FNART) and tested whether it would detect memory impairment in memory clinic patients with mild cognitive impairment (MCI) and subjective cognitive decline (SCD). METHODS We recruited 61 elderly patients with either SCD (n = 32) or MCI (n = 29) and 28 healthy controls (HC) and compared performance on FNART, self-reported cognitive deterioration in different domains (ECog-39), and, in a reduced sample (n = 46), performance on the visual Paired Associates Learning of the CANTAB battery. RESULTS A significant effect of group on FNART test performance in the total sample was found (p < 0.001). Planned contrasts indicated a significantly lower associative memory performance in the SCD (p = 0.001, d = 0.82) and MCI group (p < 0.001, d = 1.54), as compared to HCs, respectively. The CANTAB-PAL discriminated only between HC and MCI, possibly because of reduced statistical power. Adjusted for depression, performance on FNART was significantly related to ECog-39 Memory in SCD patients (p = 0.024) but not in MCI patients. CONCLUSIONS Associative memory is substantially impaired in memory clinic patients with SCD and correlates specifically with memory complaints at this putative preclinical stage of AD. Further studies will need to examine the predictive validity of the FNART in SCD patients with regard to longitudinal (i.e., conversion to MCI/AD) and biomarker outcomes.
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Affiliation(s)
- Alexandra Polcher
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, University of Bonn, Germany
| | - Ingo Frommann
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, University of Bonn, Germany
| | - Alexander Koppara
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, University of Bonn, Germany
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, University of Bonn, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, University of Cologne, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Psychiatry, University of Bonn, Germany
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19
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Reyes A, Holden HM, Chang YA, Uttarwar VS, Sheppard DP, DeFord NE, DeJesus SY, Kansal L, Gilbert PE, McDonald CR. Impaired spatial pattern separation performance in temporal lobe epilepsy is associated with visuospatial memory deficits and hippocampal volume loss. Neuropsychologia 2018; 111:209-15. [PMID: 29428769 DOI: 10.1016/j.neuropsychologia.2018.02.009] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Revised: 02/06/2018] [Accepted: 02/07/2018] [Indexed: 12/13/2022]
Abstract
Individuals with chronic temporal lobe epilepsy (TLE) experience episodic memory deficits that may be progressive in nature. These memory decrements have been shown to increase with the extent of hippocampal damage, a hallmark feature of TLE. Pattern separation, a neural computational mechanism thought to play a role in episodic memory formation, has been shown to be negatively affected by aging and in individuals with known hippocampal dysfunction. Despite the link between poor pattern separation performance and episodic memory deficits, behavioral pattern separation has not been examined in patients with TLE. We examined pattern separation performance in a group of 22 patients with medically-refractory TLE and 20 healthy adults, using a task hypothesized to measure spatial pattern separation with graded levels of spatial interference. We found that individuals with TLE showed less efficient spatial pattern separation performance relative to healthy adults. Poorer spatial pattern separation performance in TLE was associated with poorer visuospatial memory, but only under high interference conditions. In addition, left hippocampal atrophy was associated with poor performance in the high interference condition in TLE. These data suggest that episodic memory impairments in patients with chronic, refractory TLE may be partially due to less efficient pattern separation, which likely reflects their underlying hippocampal dysfunction.
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20
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Weissberger GH, Strong JV, Stefanidis KB, Summers MJ, Bondi MW, Stricker NH. Diagnostic Accuracy of Memory Measures in Alzheimer's Dementia and Mild Cognitive Impairment: a Systematic Review and Meta-Analysis. Neuropsychol Rev 2017; 27:354-388. [PMID: 28940127 PMCID: PMC5886311 DOI: 10.1007/s11065-017-9360-6] [Citation(s) in RCA: 82] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 08/16/2017] [Indexed: 11/26/2022]
Abstract
With an increasing focus on biomarkers in dementia research, illustrating the role of neuropsychological assessment in detecting mild cognitive impairment (MCI) and Alzheimer's dementia (AD) is important. This systematic review and meta-analysis, conducted in accordance with PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) standards, summarizes the sensitivity and specificity of memory measures in individuals with MCI and AD. Both meta-analytic and qualitative examination of AD versus healthy control (HC) studies (n = 47) revealed generally high sensitivity and specificity (≥ 80% for AD comparisons) for measures of immediate (sensitivity = 87%, specificity = 88%) and delayed memory (sensitivity = 89%, specificity = 89%), especially those involving word-list recall. Examination of MCI versus HC studies (n = 38) revealed generally lower diagnostic accuracy for both immediate (sensitivity = 72%, specificity = 81%) and delayed memory (sensitivity = 75%, specificity = 81%). Measures that differentiated AD from other conditions (n = 10 studies) yielded mixed results, with generally high sensitivity in the context of low or variable specificity. Results confirm that memory measures have high diagnostic accuracy for identification of AD, are promising but require further refinement for identification of MCI, and provide support for ongoing investigation of neuropsychological assessment as a cognitive biomarker of preclinical AD. Emphasizing diagnostic test accuracy statistics over null hypothesis testing in future studies will promote the ongoing use of neuropsychological tests as Alzheimer's disease research and clinical criteria increasingly rely upon cerebrospinal fluid (CSF) and neuroimaging biomarkers.
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Affiliation(s)
- Gali H Weissberger
- Brain, Behavior, and Aging Research Center, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
- Psychology Service, VA Boston Healthcare System, Boston, MA, USA
| | - Jessica V Strong
- Psychology Service, VA Boston Healthcare System, Boston, MA, USA
- New England Geriatric Research, Education and Clinical Center (GRECC), Boston VA Healthcare System, Boston, MA, USA
| | - Kayla B Stefanidis
- Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
| | - Mathew J Summers
- Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
| | - Mark W Bondi
- VA San Diego Healthcare System, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Nikki H Stricker
- Psychology Service, VA Boston Healthcare System, Boston, MA, USA.
- Department of Psychiatry and Psychology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
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21
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Hampstead BM, Towler S, Stringer AY, Sathian K. Continuous measurement of object location memory is sensitive to effects of age and mild cognitive impairment and related to medial temporal lobe volume. Alzheimers Dement (Amst) 2017; 10:76-85. [PMID: 29255787 PMCID: PMC5724745 DOI: 10.1016/j.dadm.2017.10.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Introduction We present findings of a novel and ecologically relevant associative memory test, the Object Location Touchscreen Test (OLTT), which was posited as sensitive to early medial temporal lobe compromise associated with mild cognitive impairment (MCI). Methods A total of 114 participants, including healthy young and older controls and patients with MCI, completed the OLTT and standard neuropsychological testing. The OLTT required participants to recall the location of objects under free and cued recall conditions, with accuracy evaluated using distance measures (i.e., a continuous error score), and a standard recognition format. Correlations between performance and volumetric data were evaluated from a subset of 77 participants. Results Significant age effects were dwarfed by MCI effects across all test conditions. OLTT Cued Recall was strongly and specifically related to the volume of disease-relevant medial temporal lobe regions, generally more than traditional memory tests. Discussion The OLTT may be sensitive to early structural compromise in regions affected by Alzheimer's disease. Evaluated age and mild cognitive impairment effects using ecologically relevant object location (OL) task. Performance evaluated using both continuous and dichotomous measures of accuracy. Greater decline in OL memory with mild cognitive impairment than with “healthy” aging. Performance, especially continuous measure, reflected medial temporal integrity. Novel OL memory task may be sensitive to early structural compromise.
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Affiliation(s)
- Benjamin M Hampstead
- Mental Health Service, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA.,Department of Psychiatry, Neuropsychology Program, University of Michigan, Ann Arbor, MI, USA.,Department of Neurology, Michigan Alzheimer's Disease Core Center, University of Michigan, Ann Arbor, MI, USA.,Rehabilitation R&D Center for Visual and Neurocognitive Rehabilitation, Atlanta VAMC, Decatur, GA, USA.,Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
| | - Stephen Towler
- Rehabilitation R&D Center for Visual and Neurocognitive Rehabilitation, Atlanta VAMC, Decatur, GA, USA
| | - Anthony Y Stringer
- Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA.,Department of Psychology, Emory University, Atlanta, GA, USA
| | - Krishnankutty Sathian
- Rehabilitation R&D Center for Visual and Neurocognitive Rehabilitation, Atlanta VAMC, Decatur, GA, USA.,Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA.,Department of Neurology, Emory University, Atlanta, GA, USA.,Department of Psychology, Emory University, Atlanta, GA, USA
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22
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Keutmann MK, Gonzalez R, Maki PM, Rubin LH, Vassileva J, Martin EM. Sex differences in HIV effects on visual memory among substance-dependent individuals. J Clin Exp Neuropsychol 2017; 39:574-586. [PMID: 27841082 PMCID: PMC5395326 DOI: 10.1080/13803395.2016.1250869] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
HIV's effects on episodic memory have not been compared systematically between male and female substance-dependent individuals. We administered the Brief Visuospatial Memory Test-Revised (BVMT-R) to 280 substance-dependent HIV+ and HIV- men and women. Groups were comparable on demographic, substance use, and comorbid characteristics. There were no significant main effects of sex or HIV serostatus on BVMT-R performance, but HIV+ women performed significantly more poorly on delayed recall. This effect was most prominent among cocaine-dependent HIV+ women. Our findings are consistent with recent speculation that memory impairment may be more common among HIV+ women, particularly those with a history of cocaine dependence.
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Affiliation(s)
| | - Raul Gonzalez
- Department of Psychology, Florida International University, Miami, FL, USA
| | - Pauline M. Maki
- Department of Psychiatry, University of Illinois, Chicago, IL, USA
| | - Leah H. Rubin
- Department of Psychiatry, University of Illinois, Chicago, IL, USA
| | - Jasmin Vassileva
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Eileen M. Martin
- Department of Psychiatry, Rush University Medical Center, Chicago, IL, USA
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Abstract
Prior multisensory experience influences how we perceive our environment, and hence how memories are encoded for subsequent retrieval. This study investigated if audiovisual (AV) integration and associative memory formation rely on overlapping or distinct processes. Our functional magnetic resonance imaging results demonstrate that the neural mechanisms underlying AV integration and associative memory overlap substantially. In particular, activity in anterior superior temporal sulcus (STS) is increased during AV integration and also determines the success of novel AV face-name association formation. Dynamic causal modeling results further demonstrate how the anterior STS interacts with the associative memory system to facilitate successful memory formation for AV face-name associations. Specifically, the connection of fusiform gyrus to anterior STS is enhanced while the reverse connection is reduced when participants subsequently remembered both face and name. Collectively, our results demonstrate how multisensory associative memories can be formed for subsequent retrieval.
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Affiliation(s)
- Hweeling Lee
- a German Center for Neurodegenerative Diseases (DZNE) , Bonn , Germany
| | - Rüdiger Stirnberg
- a German Center for Neurodegenerative Diseases (DZNE) , Bonn , Germany
| | - Tony Stöcker
- a German Center for Neurodegenerative Diseases (DZNE) , Bonn , Germany
| | - Nikolai Axmacher
- a German Center for Neurodegenerative Diseases (DZNE) , Bonn , Germany.,b Department of Neuropsychology, Institute of Cognitive Neuroscience , Ruhr University Bochum , Bochum , Germany
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Külzow N, Witte AV, Kerti L, Grittner U, Schuchardt JP, Hahn A, Flöel A. Impact of Omega-3 Fatty Acid Supplementation on Memory Functions in Healthy Older Adults. J Alzheimers Dis 2016; 51:713-25. [PMID: 26890759 DOI: 10.3233/jad-150886] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
As the process of Alzheimer's disease (AD) begins years before disease onset, searching for prevention strategies is of major medical and economic importance. Nutritional supplementation with long-chain polyunsaturated omega-3 fatty acids (LC-n3-FA) may exert beneficial effects on brain structure and function. However, experimental evidence in older adults without clinical dementia is inconsistent, possibly due to low sensitivity of previously employed test batteries for detecting subtle improvements in cognition in healthy individuals. Here we used LOCATO, recently described as a robust and sensitive tool for assessing object-location memory (OLM) in older adults, to evaluate the impact of LC-n3-FA supplementation on learning and memory formation. In a double-blind placebo-controlled proof-of-concept study, 44 (20 female) cognitively healthy individuals aged 50-75 years received either LC-n3-FA (2,200 mg/day, n = 22) or placebo (n = 22) for 26 weeks. Before and after intervention, memory performance in the OLM-task (primary) was tested. As secondary outcome parameters, performance in Rey Auditory Verbal Learning Test (AVLT), dietary habits, omega-3-index, and other blood-derived parameters were assessed. Omega-3 index increased significantly in the LC-n3-FA group compared with the placebo group. Moreover, recall of object locations was significantly better after LC-n3-FA supplementation compared with placebo. Performance in the AVLT was not significantly affected by LC-n3-FA. This double-blind placebo-controlled proof-of-concept study provides further experimental evidence that LC-n3-FA exert positive effects on memory functions in healthy older adults. Our findings suggest novel strategies to maintain cognitive functions into old age.
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Affiliation(s)
- Nadine Külzow
- Department of Neurology, Charité-Universitätsmedizin, Berlin, Germany.,NeuroCure Cluster of Excellence, Neurocure Clinical Research Center, Charité-Universitätsmedizin, Berlin, Germany
| | - A Veronica Witte
- Department of Neurology, Aging and Obesity Group, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Lucia Kerti
- Center for Stroke Research Berlin, Charité-Universitätsmedizin, Berlin, Germany
| | - Ulrike Grittner
- Department for Biostatistics and Clinical Epidemiology, Charité-Universitätsmedizin, Berlin, Germany
| | | | - Andreas Hahn
- Institute of Food Science and Human Nutrition, Leibniz University Hannover, Germany
| | - Agnes Flöel
- Department of Neurology, Charité-Universitätsmedizin, Berlin, Germany.,NeuroCure Cluster of Excellence, Neurocure Clinical Research Center, Charité-Universitätsmedizin, Berlin, Germany.,Center for Stroke Research Berlin, Charité-Universitätsmedizin, Berlin, Germany
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25
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Quenon L, Dricot L, Woodard JL, Hanseeuw B, Gilis N, Lhommel R, Ivanoiu A. Prediction of Free and Cued Selective Reminding Test Performance Using Volumetric and Amyloid-Based Biomarkers of Alzheimer's Disease. J Int Neuropsychol Soc 2016; 22:991-1004. [PMID: 27903329 DOI: 10.1017/S1355617716000813] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVES Relatively few studies have investigated relationships between performance on clinical memory measures and indexes of underlying neuropathology related to Alzheimer's disease (AD). This study investigated predictive relationships between Free and Cued Selective Reminding Test (FCSRT) cue efficiency (CE) and free-recall (FR) measures and brain amyloid levels, hippocampal volume (HV), and regional cortical thickness. METHODS Thirty-one older controls without memory complaints and 60 patients presenting memory complaints underwent the FCSRT, amyloid imaging using [F18]-flutemetamol positron emission tomography, and surface-based morphometry (SBM) using brain magnetic resonance imaging. Three groups were considered: patients with high (Aβ+P) and low (Aβ- P) amyloid load and controls with low amyloid load (Aβ- C). RESULTS Aβ+P showed lower CE than both Aβ- groups, but the Aβ- groups did not differ significantly. In contrast, FR discriminated all groups. SBM analyses revealed that CE indexes were correlated with the cortical thickness of a wider set of left-lateralized temporal and parietal regions than FR. Regression analyses demonstrated that amyloid load and left HV independently predicted FCSRT scores. Moreover, CE indexes were predicted by the cortical thickness of some regions involved in early AD, such as the entorhinal cortex. CONCLUSIONS Compared to FR measures, CE indexes appear to be more specific for differentiating persons on the basis of amyloid load. Both CE and FR performance were predicted independently by brain amyloid load and reduced left HV. However, CE performance was also predicted by the cortical thickness of regions known to be atrophic early in AD. (JINS, 2016, 22, 991-1004).
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Cohn M, Giannoylis I, De Belder M, Saint-Cyr JA, McAndrews MP. Associative reinstatement memory measures hippocampal function in Parkinson's Disease. Neuropsychologia 2016; 90:25-32. [DOI: 10.1016/j.neuropsychologia.2016.04.026] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Revised: 04/26/2016] [Accepted: 04/28/2016] [Indexed: 11/15/2022]
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Troyer AK, Vandermorris S, Murphy KJ. Intraindividual variability in performance on associative memory tasks is elevated in amnestic mild cognitive impairment. Neuropsychologia 2016; 90:110-6. [DOI: 10.1016/j.neuropsychologia.2016.06.011] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Revised: 04/05/2016] [Accepted: 06/09/2016] [Indexed: 11/18/2022]
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28
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Chen PC, Chang YL. Associative memory and underlying brain correlates in older adults with mild cognitive impairment. Neuropsychologia 2016; 85:216-25. [DOI: 10.1016/j.neuropsychologia.2016.03.032] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Revised: 03/22/2016] [Accepted: 03/24/2016] [Indexed: 01/12/2023]
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Foster CM, Addis DR, Ford JH, Kaufer DI, Burke JR, Browndyke JN, Welsh-Bohmer KA, Giovanello KS. Prefrontal contributions to relational encoding in amnestic mild cognitive impairment. Neuroimage Clin 2016; 11:158-166. [PMID: 26937384 PMCID: PMC4753805 DOI: 10.1016/j.nicl.2016.01.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 12/11/2015] [Accepted: 01/09/2016] [Indexed: 01/22/2023]
Abstract
Relational memory declines are well documented as an early marker for amnestic mild cognitive impairment (aMCI). Episodic memory formation relies on relational processing supported by two mnemonic mechanisms, generation and binding. Neuroimaging studies using functional magnetic resonance imaging (fMRI) have primarily focused on binding deficits which are thought to be mediated by medial temporal lobe dysfunction. In this study, prefrontal contributions to relational encoding were also investigated using fMRI by parametrically manipulating generation demands during the encoding of word triads. Participants diagnosed with aMCI and healthy control subjects encoded word triads consisting of a category word with either, zero, one, or two semantically related exemplars. As the need to generate increased (i.e., two- to one- to zero-link triads), both groups recruited a core set of regions associated with the encoding of word triads including the parahippocampal gyrus, superior temporal gyrus, and superior parietal lobule. Participants diagnosed with aMCI also parametrically recruited several frontal regions including the inferior frontal gyrus and middle frontal gyrus as the need to generate increased, whereas the control participants did not show this modulation. While there is some functional overlap in regions recruited by generation demands between the groups, the recruitment of frontal regions in the aMCI participants coincides with worse memory performance, likely representing a form of neural inefficiency associated with Alzheimer's disease. This study investigated prefrontal contributions to relational encoding in aMCI. Subjects encoded word triads that were varied by semantic relatedness. aMCI participants modulated activity in frontal regions during encoding. Healthy controls showed no such modulation in frontal regions. Modulation in the aMCI group correlated with worse memory performance.
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Affiliation(s)
- Chris M Foster
- Department of Psychology, The University of North Carolina, Chapel Hill, NC, United States
| | - Donna Rose Addis
- Department of Psychology and the Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Jaclyn H Ford
- Department of Psychology, The University of North Carolina, Chapel Hill, NC, United States
| | - Daniel I Kaufer
- Department of Neurology, The University of North Carolina, Chapel Hill, NC, United States
| | - James R Burke
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, NC, United States; Division of Neurology, Duke University Medical Center, Durham, NC, United States
| | - Jeffrey N Browndyke
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, NC, United States; Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, United States
| | - Kathleen A Welsh-Bohmer
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, NC, United States; Division of Neurology, Duke University Medical Center, Durham, NC, United States; Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, United States
| | - Kelly S Giovanello
- Department of Psychology, The University of North Carolina, Chapel Hill, NC, United States; Biomedical Research Imaging Center, The University of North Carolina, Chapel Hill, NC, United States.
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30
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Calvo N, García AM, Manoiloff L, Ibáñez A. Bilingualism and Cognitive Reserve: A Critical Overview and a Plea for Methodological Innovations. Front Aging Neurosci 2016; 7:249. [PMID: 26793100 PMCID: PMC4709424 DOI: 10.3389/fnagi.2015.00249] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Accepted: 12/18/2015] [Indexed: 02/03/2023] Open
Abstract
The decline of cognitive skills throughout healthy or pathological aging can be slowed down by experiences which foster cognitive reserve (CR). Recently, some studies on Alzheimer's disease have suggested that CR may be enhanced by life-long bilingualism. However, the evidence is inconsistent and largely based on retrospective approaches featuring several methodological weaknesses. Some studies demonstrated at least 4 years of delay in dementia symptoms, while others did not find such an effect. Moreover, various methodological aspects vary from study to study. The present paper addresses contradictory findings, identifies possible lurking variables, and outlines methodological alternatives thereof. First, we characterize possible confounding factors that may have influenced extant results. Our focus is on the criteria to establish bilingualism, differences in sample design, the instruments used to examine cognitive skills, and the role of variables known to modulate life-long cognition. Second, we propose that these limitations could be largely circumvented through experimental approaches. Proficiency in the non-native language can be successfully assessed by combining subjective and objective measures; confounding variables which have been distinctively associated with certain bilingual groups (e.g., alcoholism, sleep disorders) can be targeted through relevant instruments; and cognitive status might be better tapped via robust cognitive screenings and executive batteries. Moreover, future research should incorporate tasks yielding predictable patterns of contrastive performance between bilinguals and monolinguals. Crucially, these include instruments which reveal bilingual disadvantages in vocabulary, null effects in working memory, and advantages in inhibitory control and other executive functions. Finally, paradigms tapping proactive interference (which assess the disruptive effect of long-term memory on newly learned information) could also offer useful data, since this phenomenon seems to be better managed by bilinguals and it becomes conspicuous in early stages of dementia. Such considerations may shed light not just on the relationship between bilingualism and CR, but also on more general mechanisms of cognitive compensation.
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Affiliation(s)
- Noelia Calvo
- School of Philosophy, Humanities and Arts, Institute of Philosophy, National University of San JuanSan Juan, Argentina
- Cognitive Psychology of Language and Psycholinguistics Research Group, Laboratory of Cognitive Psychology, CIPSI (CIECS-CONICET), National University of CórdobaCórdoba, Argentina
| | - Adolfo M. García
- Laboratory of Experimental Psychology and Neuroscience, Institute of Cognitive Neurology, Favaloro UniversityBuenos Aires, Argentina
- National Scientific and Technical Research CouncilBuenos Aires, Argentina
- Faculty of Elementary and Special Education, National University of CuyoMendoza, Argentina
- UDP-INECO Foundation Core on Neuroscience, Diego Portales UniversitySantiago, Chile
| | - Laura Manoiloff
- Cognitive Psychology of Language and Psycholinguistics Research Group, Laboratory of Cognitive Psychology, CIPSI (CIECS-CONICET), National University of CórdobaCórdoba, Argentina
| | - Agustín Ibáñez
- Laboratory of Experimental Psychology and Neuroscience, Institute of Cognitive Neurology, Favaloro UniversityBuenos Aires, Argentina
- National Scientific and Technical Research CouncilBuenos Aires, Argentina
- UDP-INECO Foundation Core on Neuroscience, Diego Portales UniversitySantiago, Chile
- Universidad Autónoma del CaribeBarranquilla, Colombia
- Centre of Excellence in Cognition and its Disorders, Australian Research CouncilSydney, NSW, Australia
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Spaan PE. Episodic and semantic memory impairments in (very) early Alzheimer’s disease: The diagnostic accuracy of paired-associate learning formats. Cogent Psychology 2016. [DOI: 10.1080/23311908.2015.1125076] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Affiliation(s)
- Pauline E.J. Spaan
- Department of Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
- Department of Psychiatry & Medical Psychology, Onze Lieve Vrouwe Gasthuis (OLVG), Amsterdam, The Netherlands
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Quenon L, de Xivry JJ, Hanseeuw B, Ivanoiu A. Investigating Associative Learning Effects in Patients with Prodromal Alzheimer's Disease Using the Temporal Context Model. J Int Neuropsychol Soc 2015; 21:699-708. [PMID: 26411265 DOI: 10.1017/S1355617715000855] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The purpose of this study was to investigate associative learning effects in patients with prodromal Alzheimer's disease (prAD) by referring to the Temporal Context Model (TCM; Howard, Jing, Rao, Provyn, & Datey, 2009), in an attempt to enhance the understanding of their associative memory impairment. TCM explains fundamental effects described in classical free-recall tasks and cued-recall tasks involving overlapping word pairs (e.g., A-B, B-C), namely (1) the contiguity effect, which is the tendency to successively recall nearby items in a list, and (2) the observation of backward (i.e., B-A) and transitive associations (i.e., A-C) between items. In TCM, these effects are hypothesized to rely on contextual representation, binding and retrieval processes, which supposedly depend on hippocampal and parahippocampal regions. As these regions are affected in prAD, the current study investigated whether prAD patients would show reduced proportions of backward and transitive associations in free and cued-recall, coupled to a reduced contiguity effect in free-recall. Seventeen older controls and 17 prAD patients performed a cued-recall task involving overlapping word pairs and a final free-recall task. Proportions of backward and transitive intrusions in cued-recall did not significantly differ between groups. However, in free-recall, prAD patients demonstrated a reduced contiguity effect as well as reduced proportions of backward and transitive associations compared to older controls. These findings are discussed within the hypothesis that the contextual representation, binding and/or retrieval processes are affected in prAD patients compared to healthy older individuals.
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Gold DA, Park NW, Murphy KJ, Troyer AK. Naturalistic Action Performance Distinguishes Amnestic Mild Cognitive Impairment from Healthy Aging. J Int Neuropsychol Soc 2015; 21:419-28. [PMID: 26153672 DOI: 10.1017/S135561771500048X] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Individuals with amnestic mild cognitive impairment (aMCI) show minor decrements in their instrumental activities of daily living (IADL). Sensitive measures of IADL performance are needed to capture the mild difficulties observed in aMCI groups. Routine naturalistic actions (NAs) are familiar IADL-type activities that require individuals to enact everyday tasks such as preparing coffee. In the current study we examined the extent to which NAs could be used to help facilitate differential diagnosis of aMCI relative to composite measures of episodic memory, semantic knowledge, and executive function. Healthy older adults (n=24) and individuals with aMCI (n=24) enacted two highly familiar NAs and completed tests of episodic memory, semantic knowledge, and executive function. Binary logistic regression was used to predict group membership (aMCI vs. control participants). The regression analyses indicated that NA performance could reliably predict group membership, over and above measures of cognitive functioning. These findings indicated that NA performance can be used to help facilitate differential diagnosis of healthy aging and aMCI and used as an outcome measure in intervention studies.
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Wessa M, King AV, Meyer P, Frölich L, Flor H, Poupon C, Hoppstädter M, Linke J. Impaired and preserved aspects of feedback learning in aMCI: contributions of structural connectivity. Brain Struct Funct 2016; 221:2831-46. [PMID: 26084875 DOI: 10.1007/s00429-015-1075-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2014] [Accepted: 06/03/2015] [Indexed: 10/23/2022]
Abstract
Distinct lines of research demonstrated that patients with amnestic mild cognitive impairment (aMCI), a potential precursor of Alzheimer disease (AD), are particularly impaired in remembering relations between items and that the use of emotional targets can facilitate memory in patients with AD. We link these findings by examining learning through positive and negative feedback in patients with aMCI, and explore its anatomic underpinnings with diffusion tensor imaging and tractography. Compared to healthy controls, patients with single-domain aMCI were impaired in learning from positive feedback, while learning from negative outcomes was preserved. Among pathways within the brain circuit involved in feedback learning, abnormal white matter microstructure was observed in tracts, which connect left-hemispheric amygdala with hippocampus and entorhinal cortex. In all participants, reduced white matter integrity in this left fiber tract was specifically associated with learning from positive outcomes. Microstructure of right-hemispheric tracts between amygdala and entorhinal cortex was related to learning from negative feedback, and was not compromised in aMCI patients. Our results provide new insight into how anatomical connections might contribute to impaired and preserved aspects of learning behaviors in the early AD process and indicate potential compensatory mechanisms.
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Troyer AK, Rowe G, Murphy KJ, Levine B, Leach L, Hasher L. Development and evaluation of a self-administered on-line test of memory and attention for middle-aged and older adults. Front Aging Neurosci 2014; 6:335. [PMID: 25540620 PMCID: PMC4261807 DOI: 10.3389/fnagi.2014.00335] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Accepted: 11/27/2014] [Indexed: 11/17/2022] Open
Abstract
There is a need for rapid and reliable Internet-based screening tools for cognitive assessment in middle-aged and older adults. We report the psychometric properties of an on-line tool designed to screen for cognitive deficits that require further investigation. The tool is composed of measures of memory and executive attention processes known to be sensitive to brain changes associated with aging and with cognitive disorders that become more prevalent with age. Measures included a Spatial Working Memory task, Stroop Interference task, Face-Name Association task, and Number-Letter Alternation task. Normative data were collected from 361 healthy adults age 50–79 who scored in the normal range on a standardized measure of general cognitive ability. Participants took the 20-minute on-line test on their home computers, and a subset of 288 participants repeated the test 1 week later. Analyses of the individual tasks indicated adequate internal consistency, construct validity, test-retest reliability, and alternate version reliability. As expected, scores were correlated with age. The four tasks loaded on the same principle component. Demographically-corrected z-scores from the individual tasks were combined to create an overall score, which showed good reliability and classification consistency. These results indicate the tool may be useful for identifying middle-aged and older adults with lower than expected scores who may benefit from clinical evaluation of their cognition by a health care professional.
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Affiliation(s)
- Angela K Troyer
- Neuropsychology and Cognitive Health Program, Baycrest Centre for Geriatric Care Toronto, ON, Canada ; Department of Psychology, University of Toronto Toronto, ON, Canada
| | - Gillian Rowe
- Neuropsychology and Cognitive Health Program, Baycrest Centre for Geriatric Care Toronto, ON, Canada ; Department of Psychology, University of Toronto Toronto, ON, Canada
| | - Kelly J Murphy
- Neuropsychology and Cognitive Health Program, Baycrest Centre for Geriatric Care Toronto, ON, Canada ; Department of Psychology, University of Toronto Toronto, ON, Canada
| | - Brian Levine
- Department of Psychology, University of Toronto Toronto, ON, Canada ; Rotman Research Institute, Baycrest Centre for Geriatric Care Toronto, ON, Canada
| | - Larry Leach
- Neuropsychology and Cognitive Health Program, Baycrest Centre for Geriatric Care Toronto, ON, Canada
| | - Lynn Hasher
- Department of Psychology, University of Toronto Toronto, ON, Canada ; Rotman Research Institute, Baycrest Centre for Geriatric Care Toronto, ON, Canada
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Schaeffer JD, Yennu AS, Gandy KC, Tian F, Liu H, Park H. An fNIRS investigation of associative recognition in the prefrontal cortex with a rapid event-related design. J Neurosci Methods 2014; 235:308-15. [DOI: 10.1016/j.jneumeth.2014.07.011] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2014] [Accepted: 07/15/2014] [Indexed: 01/30/2023]
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Külzow N, Kerti L, Witte VA, Kopp U, Breitenstein C, Flöel A. An object location memory paradigm for older adults with and without mild cognitive impairment. J Neurosci Methods 2014; 237:16-25. [PMID: 25176026 DOI: 10.1016/j.jneumeth.2014.08.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2014] [Revised: 08/20/2014] [Accepted: 08/21/2014] [Indexed: 01/15/2023]
Abstract
BACKGROUND Object-location memory is critical in every-day life and known to deteriorate early in the course of neurodegenerative disease. NEW METHOD We adapted the previously established learning paradigm "LOCATO" for use in healthy older adults and patients with mild cognitive impairment (MCI). Pictures of real-life buildings were associated with positions on a two-dimensional street map by repetitions of "correct" object-location pairings over the course of five training blocks, followed by a recall task. Correct/incorrect associations were indicated by button presses. The original two 45-item sets were reduced to 15 item-sets, and tested in healthy older adults and MCI for learning curve, recall, and re-test effects. RESULTS The two 15-item versions showed comparable learning curves and recall scores within each group. While learning curves increased linearly in both groups, MCI patients performed significantly worse on learning and recall compared to healthy controls. Re-testing after 6 month showed small practice effects only. COMPARISON WITH EXISTING METHODS LOCATO is a simple standardized task that overcomes several limitation of previously employed visuospatial task by using real-life stimuli, minimizing verbal encoding, avoiding fine motor responses, combining explicit and implicit statistical learning, and allowing to assess learning curve in addition to recall. CONCLUSIONS Results show that the shortened version of LOCATO meets the requirements for a robust and ecologically meaningful assessment of object-location memory in older adults with and without MCI. It can now be used to systematically assess acquisition of object-location memory and its modulation through adjuvant therapies like pharmacological or non-invasive brain stimulation.
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Affiliation(s)
- Nadine Külzow
- Department of Neurology, Charité Universitätsmedizin Berlin, Berlin, Germany; NeuroCure Cluster of Excellence, Neurocure Clinical Research Center, Charité Universitätsmedizin Berlin, Berlin, Germany.
| | - Lucia Kerti
- Department of Neurology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Veronica A Witte
- Department of Neurology, Charité Universitätsmedizin Berlin, Berlin, Germany; NeuroCure Cluster of Excellence, Neurocure Clinical Research Center, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Ute Kopp
- Department of Neurology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | | | - Agnes Flöel
- Department of Neurology, Charité Universitätsmedizin Berlin, Berlin, Germany; NeuroCure Cluster of Excellence, Neurocure Clinical Research Center, Charité Universitätsmedizin Berlin, Berlin, Germany; Center for Stroke Research Berlin, Charité Universitätsmedizin Berlin, Berlin, Germany.
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Pereira MLF, Camargo MVZA, Aprahamian I, Forlenza OV. Eye movement analysis and cognitive processing: detecting indicators of conversion to Alzheimer's disease. Neuropsychiatr Dis Treat 2014; 10:1273-85. [PMID: 25031536 PMCID: PMC4096446 DOI: 10.2147/ndt.s55371] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
A great amount of research has been developed around the early cognitive impairments that best predict the onset of Alzheimer's disease (AD). Given that mild cognitive impairment (MCI) is no longer considered to be an intermediate state between normal aging and AD, new paths have been traced to acquire further knowledge about this condition and its subtypes, and to determine which of them have a higher risk of conversion to AD. It is now known that other deficits besides episodic and semantic memory impairments may be present in the early stages of AD, such as visuospatial and executive function deficits. Furthermore, recent investigations have proven that the hippocampus and the medial temporal lobe structures are not only involved in memory functioning, but also in visual processes. These early changes in memory, visual, and executive processes may also be detected with the study of eye movement patterns in pathological conditions like MCI and AD. In the present review, we attempt to explore the existing literature concerning these patterns of oculomotor changes and how these changes are related to the early signs of AD. In particular, we argue that deficits in visual short-term memory, specifically in iconic memory, attention processes, and inhibitory control, may be found through the analysis of eye movement patterns, and we discuss how they might help to predict the progression from MCI to AD. We add that the study of eye movement patterns in these conditions, in combination with neuroimaging techniques and appropriate neuropsychological tasks based on rigorous concepts derived from cognitive psychology, may highlight the early presence of cognitive impairments in the course of the disease.
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Affiliation(s)
- Marta Lg Freitas Pereira
- Laboratory of Neuroscience (LIM-27), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, SP, Brazil
| | - Marina von Zuben A Camargo
- Laboratory of Neuroscience (LIM-27), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, SP, Brazil
| | - Ivan Aprahamian
- Laboratory of Neuroscience (LIM-27), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, SP, Brazil
| | - Orestes V Forlenza
- Laboratory of Neuroscience (LIM-27), Department and Institute of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, SP, Brazil
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Vandermorris S, Murphy KJ, Troyer AK. Age-related elevations in intraindividual variability on associative memory tasks. Aging, Neuropsychology, and Cognition 2013; 20:722-34. [DOI: 10.1080/13825585.2013.772557] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Abstract
STUDY OBJECTIVES Growing evidence suggests that sleep disturbances precede by years the clinical onset of Alzheimer disease (AD). The goal of the current study is to determine whether changes in polysomnographic (PSG) sleep patterns accompany subjective sleep complaints in patients with mild cognitive impairment (MCI). We further examine whether meaningful changes in objective sleep physiology are predicted by self-reported sleep measures in MCI patients, and whether incipient neurodegeneration contributes to exacerbate sleep misperception. DESIGN SETTING AND PARTICIPANTS Overnight PSG recordings and self-reported sleep measures were obtained from 25 healthy elderly (HE) subjects and 25 patients with MCI at the sleep laboratory. RESULTS Both PSG and self-reported sleep measures confirmed that sleep is altered in patients with MCI. Whereas subjective sleep responses predicted fragmentation of slow wave sleep (SWS) in HE individuals, this relationship was not evident in MCI patients. Furthermore, patients with MCI showed significant discrepancies in the estimation of sleep onset latency when compared with HE subjects. CONCLUSIONS Sleep is significantly impaired in patients with mild cognitive impairment at both the objective and subjective level, which may be used as a surrogate marker of preclinical Alzheimer disease. Taken together, these findings aid in the development of novel therapeutic strategies devoted to improve sleep in the elderly population at risk of developing Alzheimer disease.
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Affiliation(s)
- Eva Hita-Yañez
- Laboratory of Functional Neuroscience, Spanish Network of Excellence for Research on Neurodegenerative Diseases (CIBERNED), University Pablo de Olavide, Seville, Spain
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Ford JH, Giovanello KS, Guskiewicz KM. Episodic memory in former professional football players with a history of concussion: an event-related functional neuroimaging study. J Neurotrauma 2013; 30:1683-701. [PMID: 23679098 DOI: 10.1089/neu.2012.2535] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Previous research has demonstrated that sport-related concussions can have short-term effects on cognitive processes, but the long-term consequences are less understood and warrant more research. This study was the first to use event-related functional magnetic resonance imaging (fMRI) to examine long-term differences in neural activity during memory tasks in former athletes who have sustained multiple sport-related concussions. In an event-related fMRI study, former football players reporting multiple sport-related concussions (i.e., three or more) were compared with players who reported fewer than three concussions during a memory paradigm examining item memory (i.e., memory for the particular elements of an event) and relational memory (i.e., memory for the relationships between elements). Behaviorally, we observed that concussion history did not significantly affect behavioral performance, because persons in the low and high concussion groups had equivalent performance on both memory tasks, and in addition, that concussion history was not associated with any behavioral memory measures. Despite demonstrating equivalent behavioral performance, the two groups of former players demonstrated different neural recruitment patterns during relational memory retrieval, suggesting that multiple concussions may be associated with functional inefficiencies in the relational memory network. In addition, the number of previous concussions significantly correlated with functional activity in a number of brain regions, including the medial temporal lobe and inferior parietal lobe. Our results provide important insights in understanding the long-term functional consequences of sustaining multiple sports-related concussions.
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Affiliation(s)
- Jaclyn H Ford
- 1 Department of Psychology, University of North Carolina-Chapel Hill , Chapel Hill, North Carolina
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Pike KE, Kinsella GJ, Ong B, Mullaly E, Rand E, Storey E, Ames D, Saling M, Clare L, Parsons S. Is the WMS-IV Verbal Paired Associates as Effective as Other Memory Tasks in Discriminating Amnestic Mild Cognitive Impairment from Normal Aging? Clin Neuropsychol 2013; 27:908-23. [DOI: 10.1080/13854046.2013.809149] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Wang P, Li J, Li H, Zhang S. Differences in learning rates for item and associative memories between amnestic mild cognitive impairment and healthy controls. Behav Brain Funct 2013; 9:29. [PMID: 23886305 PMCID: PMC3751153 DOI: 10.1186/1744-9081-9-29] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Accepted: 07/19/2013] [Indexed: 11/17/2022]
Abstract
BACKGROUND It has been established that the overall performance of associative memory was disproportionately impaired in contrast to item memory in aMCI (Amnestic mild cognitive impairment) patients, but little is known about the specific aspects of the memory process that show differences between aMCI and healthy controls. By comparing an item-item associative learning test with an individual item learning test, the present study investigated whether the rate of learning was slower in associative memory than in item memory in aMCI. Furthermore, we examined whether deficits in intertrial acquisition and consolidation contributed to the potential disproportionate impairments in the learning rate of associative memory for aMCI patients. In addition, we further explored whether the aMCI-discriminative power of the associative memory test increases more than that of the item memory test when the number of learning-test trials increases. METHODS A group of 40 aMCI patients and 40 matched control participants were administered a standardized item memory test (Auditory Verbal Learning Test, AVLT) and a standardized associative memory test (Paired Associative Learning Test, PALT), as well as other neuropsychological tests and clinical assessments. RESULTS The results indicated that the learning rate deficits in aMCI patients were more obvious for associative memory than for item memory and that the deficits resulted from impairments in both intertrial acquisition and consolidation. In addition, the receiver operating characteristic curve and logistical regression analysis revealed that the discriminative power of the associative memory test for aMCI was larger than that of the item memory test, especially with more than one learning-test trials. CONCLUSIONS Due to more deficits in learning rate of associative memory than that of item memory, the discriminative power for aMCI tended to be larger in associative memory than in item memory when the number of learning-test trials increased. It is suggested that associative memory tests with multiple trials may be particularly useful for early detection of aMCI.
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Affiliation(s)
- Pengyun Wang
- Center on Aging Psychology, Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 16 Lincui Road, Beijing, 100101, China
- Graduate School, Chinese Academy of Sciences, Beijing, China
| | - Juan Li
- Center on Aging Psychology, Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 16 Lincui Road, Beijing, 100101, China
| | - Huijie Li
- Center on Aging Psychology, Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, 16 Lincui Road, Beijing, 100101, China
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Genon S, Collette F, Feyers D, Phillips C, Salmon E, Bastin C. Item familiarity and controlled associative retrieval in Alzheimer's disease: an fMRI study. Cortex 2012; 49:1566-84. [PMID: 23313012 DOI: 10.1016/j.cortex.2012.11.017] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2012] [Revised: 09/14/2012] [Accepted: 11/30/2012] [Indexed: 01/02/2023]
Abstract
Typical Alzheimer's disease (AD) is characterized by an impaired form of associative memory, recollection, that includes the controlled retrieval of associations. In contrast, familiarity-based memory for individual items may sometimes be preserved in the early stages of the disease. This is the first study that directly examines whole-brain regional activity during one core aspect of the recollection function: associative controlled episodic retrieval (CER), contrasted to item familiarity in AD patients. Cerebral activity related to associative CER and item familiarity in AD patients and healthy controls (HCs) was measured with functional magnetic resonance imaging during a word-pair recognition task to which the process dissociation procedure was applied. Some patients had null CER estimates (AD-), whereas others did show some CER abilities (AD+), although significantly less than HC. In contrast, familiarity estimates were equivalent in the three groups. In AD+, as in controls, associative CER activated the inferior precuneus/posterior cingulate cortex (PCC). When performing group comparisons, no region was found to be significantly more activated during CER in HC than AD+ and vice versa. However, during associative CER, functional connectivity between this region and the hippocampus, the inferior parietal and dorsolateral prefrontal cortex (DLPFC) was significantly higher in HC than in AD+. In all three groups, item familiarity was related to activation along the intraparietal sulcus (IPS). In conclusion, whereas the preserved automatic detection of an old item (without retrieval of accurate word association) is related to parietal activation centred on the IPS, the inferior precuneus/PCC supports associative CER ability in AD patients, as in HC. However, AD patients have deficient functional connectivity during associative CER, suggesting that the residual recollection function in these patients might be impoverished by the lack of some recollection-related aspects such as autonoetic quality, episodic details and verification.
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Affiliation(s)
- Sarah Genon
- Cyclotron Research Centre, University of Liège, Belgium
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Troyer AK, Murphy KJ, Anderson ND, Craik FI, Moscovitch M, Maione A, Gao F. Associative recognition in mild cognitive impairment: Relationship to hippocampal volume and apolipoprotein E. Neuropsychologia 2012; 50:3721-8. [PMID: 23103838 DOI: 10.1016/j.neuropsychologia.2012.10.018] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2012] [Revised: 10/16/2012] [Accepted: 10/19/2012] [Indexed: 10/27/2022]
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Giovanello KS, De Brigard F, Hennessey Ford J, Kaufer DI, Burke JR, Browndyke JN, Welsh-Bohmer KA. Event-related functional magnetic resonance imaging changes during relational retrieval in normal aging and amnestic mild cognitive impairment. J Int Neuropsychol Soc 2012; 18:886-97. [PMID: 22622022 DOI: 10.1017/S1355617712000689] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The earliest cognitive deficits observed in amnestic mild cognitive impairment (aMCI) appear to center on memory tasks that require relational memory (RM), the ability to link or integrate unrelated pieces of information. RM impairments in aMCI likely reflect neural changes in the medial temporal lobe (MTL) and posterior parietal cortex (PPC). We tested the hypothesis that individuals with aMCI, as compared to cognitively normal (CN) controls, would recruit neural regions outside of the MTL and PPC to support relational memory. To this end, we directly compared the neural underpinnings of successful relational retrieval in aMCI and CN groups, using event-related functional magnetic resonance imaging (fMRI), holding constant the stimuli and encoding task. The fMRI data showed that the CN, compared to the aMCI, group activated left precuneus, left angular gyrus, right posterior cingulate, and right parahippocampal cortex during relational retrieval, while the aMCI group, relative to the CN group, activated superior temporal gyrus and supramarginal gyrus for this comparison. Such findings indicate an early shift in the functional neural architecture of relational retrieval in aMCI, and may prove useful in future studies aimed at capitalizing on functionally intact neural regions as targets for treatment and slowing of the disease course. (JINS, 2012, 18, 1-12).
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Hanseeuw BJ, Seron X, Ivanoiu A. Increased sensitivity to proactive and retroactive interference in amnestic mild cognitive impairment: new insights. Brain Cogn 2012; 80:104-10. [PMID: 22683809 DOI: 10.1016/j.bandc.2012.04.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2011] [Revised: 03/30/2012] [Accepted: 04/05/2012] [Indexed: 01/18/2023]
Abstract
BACKGROUND Increased sensitivity to proactive (PI) and retroactive (RI) interference has been observed in amnestic mild cognitive impairment (aMCI). PI and RI are often explained as being the result of a response competition mechanism. However, patients with aMCI are supposed to suffer mostly from encoding deficits. We hypothesized that in aMCI interference may occur at encoding and not only at the retrieval stage. MATERIAL AND METHODS We developed an original paradigm enabling PI and RI to be tested with and without response competitors. Eighteen young controls (YC), 16 elderly controls (EC) and 15 aMCI participated in the study. RESULTS The YC and EC groups presented interference effects only in conditions that included a direct response competitor. In contrast, aMCI had interference effects in all conditions including the one without response competitor. CONCLUSION Increased sensitivity to interference in aMCI appears to occur at the encoding/consolidation stage and not only at the retrieval stage, as is the case in healthy subjects. This result is discussed in the context of the associative encoding deficits characterizing aMCI.
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Affiliation(s)
- Bernard J Hanseeuw
- Saint-Luc University Hospital, Department of Neurology, Brussels, Belgium.
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Braun M, Weinrich C, Finke C, Ostendorf F, Lehmann TN, Ploner CJ. Lesions affecting the right hippocampal formation differentially impair short-term memory of spatial and nonspatial associations. Hippocampus 2012; 21:309-18. [PMID: 20082291 DOI: 10.1002/hipo.20752] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Converging evidence from behavioral and imaging studies suggests that within the human medial temporal lobe (MTL) the hippocampal formation may be particularly involved in recognition memory of associative information. However, it is unclear whether the hippocampal formation processes all types of associations or whether there is a specialization for processing of associations involving spatial information. Here, we investigated this issue in six patients with postsurgical lesions of the right MTL affecting the hippocampal formation and in ten healthy controls. Subjects performed a battery of delayed match-to-sample tasks with two delays (900/5,000 ms) and three set sizes. Subjects were requested to remember either single features (colors, locations, shapes, letters) or feature associations (color-location, color-shape, color-letter). In the single-feature conditions, performance of patients did not differ from controls. In the association conditions, a significant delay-dependent deficit in memory of color-location associations was found. This deficit was largely independent of set size. By contrast, performance in the color-shape and color-letter conditions was normal. These findings support the hypothesis that a region within the right MTL, presumably the hippocampal formation, does not equally support all kinds of visual memory but rather has a bias for processing of associations involving spatial information. Recruitment of this region during memory tasks appears to depend both on processing type (associative/nonassociative) and to-be-remembered material (spatial/nonspatial).
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Affiliation(s)
- Mischa Braun
- Klinik für Neurologie, Charité-Universitätsmedizin Berlin, Charitéplatz, Germany
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Plancher G, Tirard A, Gyselinck V, Nicolas S, Piolino P. Using virtual reality to characterize episodic memory profiles in amnestic mild cognitive impairment and Alzheimer's disease: Influence of active and passive encoding. Neuropsychologia 2012; 50:592-602. [DOI: 10.1016/j.neuropsychologia.2011.12.013] [Citation(s) in RCA: 173] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2011] [Revised: 12/18/2011] [Accepted: 12/20/2011] [Indexed: 12/01/2022]
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Morgan EE, Woods SP, Poquette AJ, Vigil O, Heaton RK, Grant I. Visual Memory in Methamphetamine Dependent Individuals: Deficient Strategic Control of Encoding and Retrieval. Aust N Z J Psychiatry 2012; 46:141-52. [PMID: 22311530 PMCID: PMC3278859 DOI: 10.1177/0004867411433212] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Chronic use of methamphetamine (MA) has moderate effects on neurocognitive functions associated with frontal systems, including the executive aspects of verbal episodic memory. Extending this literature, the current study examined the effects of MA on visual episodic memory with the hypothesis that a profile of deficient strategic encoding and retrieval processes would be revealed for visuospatial information (i.e., simple geometric designs), including possible differential effects on source versus item recall. METHOD The sample comprised 114 MA-dependent (MA+) and 110 demographically-matched MA-nondependent comparison participants (MA-) who completed the Brief Visuospatial Memory Test-Revised (BVMT-R), which was scored for standard learning and memory indices, as well as novel item (i.e., figure) and source (i.e., location) memory indices. RESULTS Results revealed a profile of impaired immediate and delayed free recall (p<0.05) in the context of preserved learning slope, retention, and recognition discriminability in the MA+ group. The MA+ group also performed more poorly than MA- participants on Item visual memory (p<0.05) but not Source visual memory (p>0.05), and no group by task-type interaction was observed (p>0.05). Item visual memory demonstrated significant associations with executive dysfunction, deficits in working memory, and shorter length of abstinence from MA use (p<0.05). CONCLUSIONS These visual memory findings are commensurate with studies reporting deficient strategic verbal encoding and retrieval in MA users that are posited to reflect the vulnerability of frontostriatal circuits to the neurotoxic effects of MA. Potential clinical implications of these visual memory deficits are discussed.
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Affiliation(s)
- Erin E. Morgan
- Department of Psychiatry, University of California, San Diego (UCSD), San Diego, USA
| | - Steven Paul Woods
- Department of Psychiatry, University of California, San Diego (UCSD), San Diego, USA
| | - Amelia J. Poquette
- Department of Psychiatry, University of California, San Diego (UCSD), San Diego, USA
| | - Ofilio Vigil
- Department of Psychiatry, University of California, San Diego (UCSD), San Diego, USA
| | - Robert K. Heaton
- Department of Psychiatry, University of California, San Diego (UCSD), San Diego, USA
| | - Igor Grant
- Department of Psychiatry, University of California, San Diego (UCSD), San Diego, USA
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