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Al-Kuraishy HM, Sulaiman GM, Mohammed HA, Dawood RA, Albuhadily AK, Al-Gareeb AI, Abomughaid MM, Klionsky DJ. Alterations in the Processing of Platelet APP (Amyloid Beta Precursor Protein) in Alzheimer Disease: The Possible Nexus. Neuropsychopharmacol Rep 2025; 45:e12525. [PMID: 39757022 DOI: 10.1002/npr2.12525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 12/03/2024] [Accepted: 12/26/2024] [Indexed: 01/07/2025] Open
Abstract
Alzheimer's disease (AD) is the most common neurodegenerative disease associated with the development of dementia. The hallmarks of AD neuropathology are accumulations of amyloid peptide (Aβ) and neurofibrillary tangles (NFTs). Aβ is derived from the processing of APP (amyloid beta precursor protein) by BACE1 (beta-secretase 1) and γ-secretase through an amyloidogenic pathway. However, processing of APP by ADAM10/α-secretase (ADAM metallopeptidase domain 10) enzymes through a non-amyloidogenic pathway produces soluble APP alpha (sAPPα), which has a neuroprotective effect. It has been shown that activated platelets are implicated in the pathogenesis of AD, which also increases platelet activation. Under physiological conditions, platelets regulate synaptic plasticity and increase neuronal differentiation by regulation of the inflammatory response. However, overactivated platelets contribute to the pathogenesis of AD. Activated platelets represent the main source of circulating APP and Aβ that may be involved in AD neuropathology. Therefore, there is a close relationship between AD neuropathology and activated platelets. This review discusses the potential role of platelets in the pathogenesis of AD, and how targeting of activated platelets may reduce AD neuropathology.
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Affiliation(s)
- Hayder M Al-Kuraishy
- Department of Clinical Pharmacology and Medicine, College of Medicine, Mustansiriyah University, Baghdad, Iraq
| | - Ghassan M Sulaiman
- Division of Biotechnology, Department of Applied Sciences, University of Technology, Baghdad, Iraq
| | - Hamdoon A Mohammed
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, Qassim University, Buraydah, Qassim, Saudi Arabia
| | - Retaj A Dawood
- Department of Biology, College of Science, Al-Mustaqbal University, Hillah, Iraq
| | - Ali K Albuhadily
- Department of Clinical Pharmacology and Medicine, College of Medicine, Mustansiriyah University, Baghdad, Iraq
| | | | - Mosleh M Abomughaid
- Department of Medical Laboratory Sciences, College of Applied Medical Sciences, University of Bisha, Bisha, Saudi Arabia
| | - Daniel J Klionsky
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
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Ahmad SR, Zeyaullah M, Khan MS, AlShahrani AM, Altijani AAG, Ali H, Dawria A, Mohieldin A, Alam MS, Mohamed AOA. Pharmacogenomics for neurodegenerative disorders - a focused review. Front Pharmacol 2024; 15:1478964. [PMID: 39759457 PMCID: PMC11695131 DOI: 10.3389/fphar.2024.1478964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 10/30/2024] [Indexed: 01/07/2025] Open
Abstract
Neurodegenerative disorders such as Alzheimer's disease (AD), Parkinson's disease (PD), Huntington's disease (HD), and amyotrophic lateral sclerosis (ALS) are characterized by the progressive degeneration of neuronal structure and function, leading to severe cognitive and motor impairments. These conditions present significant challenges to healthcare systems, and traditional treatments often fail to account for genetic variability among patients, resulting in inconsistent therapeutic outcomes. Pharmacogenomics aims to tailor medical treatments based on an individual's genetic profile, thereby improving therapeutic efficacy and reducing adverse effects. This focused review explores the genetic factors influencing drug responses in neurodegenerative diseases and the potential of pharmacogenomics to revolutionize their treatment. Key genetic markers, such as the APOE ε4 allele in AD and the CYP2D6 polymorphisms in PD, are highlighted for their roles in modulating drug efficacy. Additionally, advancements in pharmacogenomic tools, including genome-wide association studies (GWAS), next-generation sequencing (NGS), and CRISPR-Cas9, are discussed for their contributions to personalized medicine. The application of pharmacogenomics in clinical practice and its prospects, including ethical and data integration challenges, are also examined.
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Affiliation(s)
- S. Rehan Ahmad
- Hiralal Mazumdar Memorial College for Women, West Bengal State University, Kolkata, India
| | - Md. Zeyaullah
- Department of Basic Medical Science, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Mohammad Suhail Khan
- Department of Public Health, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Abdullah M. AlShahrani
- Department of Basic Medical Science, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Abdelrhman A. Galaleldin Altijani
- Department of Public Health, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Haroon Ali
- Department of Public Health, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Adam Dawria
- Department of Public Health, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Ali Mohieldin
- Department of Public Health, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Mohammad Shane Alam
- Department of Medical Laboratory Technology, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - Awad Osman Abdalla Mohamed
- Department of Anaesthesia Technology, College of Applied Medical Sciences, Khamis Mushait Campus, King Khalid University (KKU), Abha, Saudi Arabia
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Zolnoori M, Zolnour A, Vergez S, Sridharan S, Spens I, Topaz M, Noble JM, Bakken S, Hirschberg J, Bowles K, Onorato N, McDonald MV. Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications. J Am Med Inform Assoc 2024:ocae300. [PMID: 39667364 DOI: 10.1093/jamia/ocae300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 11/18/2024] [Accepted: 11/21/2024] [Indexed: 12/14/2024] Open
Abstract
BACKGROUND Mild cognitive impairment and early-stage dementia significantly impact healthcare utilization and costs, yet more than half of affected patients remain underdiagnosed. This study leverages audio-recorded patient-nurse verbal communication in home healthcare settings to develop an artificial intelligence-based screening tool for early detection of cognitive decline. OBJECTIVE To develop a speech processing algorithm using routine patient-nurse verbal communication and evaluate its performance when combined with electronic health record (EHR) data in detecting early signs of cognitive decline. METHOD We analyzed 125 audio-recorded patient-nurse verbal communication for 47 patients from a major home healthcare agency in New York City. Out of 47 patients, 19 experienced symptoms associated with the onset of cognitive decline. A natural language processing algorithm was developed to extract domain-specific linguistic and interaction features from these recordings. The algorithm's performance was compared against EHR-based screening methods. Both standalone and combined data approaches were assessed using F1-score and area under the curve (AUC) metrics. RESULTS The initial model using only patient-nurse verbal communication achieved an F1-score of 85 and an AUC of 86.47. The model based on EHR data achieved an F1-score of 75.56 and an AUC of 79. Combining patient-nurse verbal communication with EHR data yielded the highest performance, with an F1-score of 88.89 and an AUC of 90.23. Key linguistic indicators of cognitive decline included reduced linguistic diversity, grammatical challenges, repetition, and altered speech patterns. Incorporating audio data significantly enhanced the risk prediction models for hospitalization and emergency department visits. DISCUSSION Routine verbal communication between patients and nurses contains critical linguistic and interactional indicators for identifying cognitive impairment. Integrating audio-recorded patient-nurse communication with EHR data provides a more comprehensive and accurate method for early detection of cognitive decline, potentially improving patient outcomes through timely interventions. This combined approach could revolutionize cognitive impairment screening in home healthcare settings.
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Affiliation(s)
- Maryam Zolnoori
- Columbia University Irving Medical Center, New York, NY 10032, United States
- School of Nursing, Columbia University, New York, NY 10032, United States
- Center for Home Care Policy & Research, VNS Health, New York, NY 10017, United States
| | - Ali Zolnour
- Columbia University Irving Medical Center, New York, NY 10032, United States
| | - Sasha Vergez
- Center for Home Care Policy & Research, VNS Health, New York, NY 10017, United States
| | - Sridevi Sridharan
- Center for Home Care Policy & Research, VNS Health, New York, NY 10017, United States
| | - Ian Spens
- Center for Home Care Policy & Research, VNS Health, New York, NY 10017, United States
| | - Maxim Topaz
- Columbia University Irving Medical Center, New York, NY 10032, United States
- School of Nursing, Columbia University, New York, NY 10032, United States
- Center for Home Care Policy & Research, VNS Health, New York, NY 10017, United States
- Data Science Institute, Columbia University, New York, NY 10027, United States
| | - James M Noble
- Columbia University Irving Medical Center, New York, NY 10032, United States
- Department of Neurology, Taub Institute for Research on Alzheimer's Disease and the Aging Brain, GH Sergievsky Center, Columbia University, New York, NY 10032, United States
| | - Suzanne Bakken
- School of Nursing, Columbia University, New York, NY 10032, United States
- Data Science Institute, Columbia University, New York, NY 10027, United States
- Department of Biomedical Informatics, Columbia University, New York, NY 10032, United States
| | - Julia Hirschberg
- Department of Computer Science, Columbia University, New York, NY 10027, United States
| | - Kathryn Bowles
- Center for Home Care Policy & Research, VNS Health, New York, NY 10017, United States
- University of Pennsylvania School of Nursing, Philadelphia, PA 19104, United States
| | - Nicole Onorato
- Center for Home Care Policy & Research, VNS Health, New York, NY 10017, United States
| | - Margaret V McDonald
- Center for Home Care Policy & Research, VNS Health, New York, NY 10017, United States
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Lu LC, Lan SH, Lan SJ, Hsieh YP. Effectiveness of the Music Therapy in Dementia: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Dement Geriatr Cogn Disord 2024:1-20. [PMID: 39536719 DOI: 10.1159/000542464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024] Open
Abstract
INTRODUCTION Studies have comprehensively examined key variables in music therapy (MT) interventions such as exposure time, session length, and frequency, particularly in relation to patients with dementia. This study investigated the effects of MT on cognitive function, depression, anxiety, behavior, and quality of life in individuals with dementia. METHODS Relevant articles published before April 23, 2023, were sourced from five databases, including PubMed, Web of Science, and Embase. Only randomized controlled trials (RCTs) comparing the effects of MT and standard care on the cognitive function, depression levels, anxiety levels, behaviors, and quality of life of individuals with dementia were included. The Reviewers independently extracted data and assessed the studies' methodological quality. Heterogeneity was quantified using Q statistics from χ2 tests and I2 statistics. Outcome analysis was conducted using a random-effects model, and the standardized mean difference, mean difference, and 95% confidence interval were calculated. RESULTS A total of 24 RCTs were included. Compared with the control group, patients who received MT had higher cognitive function, lower levels of depression, and lower levels of anxiety. Meta-regression analysis revealed that the total MT period, total number of MT sessions, weekly MT frequency, MT exposure time, and length of each MT session were associated with an improvement in cognitive function. However, no significant difference was observed in behaviors or quality of life. CONCLUSIONS MT yielded improved cognitive function in individuals with dementia if the intervention spans at least 12 weeks, has at least 16 sessions, and has at least 8 h of therapy.
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Affiliation(s)
- Li-Chin Lu
- Assistant Professor, School of Management, Putian University, Putian, China
| | - Shao-Huan Lan
- Associate Professor, School of Pharmaceutical Sciences and Medical Technology, Putian University, Putian, China
| | - Shou-Jen Lan
- Professor of Department of Research, Chanhua Christian Hospital, Changhua, Taiwan
- School of Basic Medical Science, Putian University, Putian, China
| | - Yen-Ping Hsieh
- Professor of Department of Long-term Care, National Quemoy University, Quemoy, Taiwan
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Almutairi JA, Kidd EJ. Biological Sex Disparities in Alzheimer's Disease. Curr Top Behav Neurosci 2024. [PMID: 39485650 DOI: 10.1007/7854_2024_545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Alzheimer's disease is a highly complex and multifactorial neurodegenerative disorder, with age being the most significant risk factor. The incidence of Alzheimer's disease doubles every 5 years after the age of 65. Consequently, one of the major challenges in Alzheimer's disease research is understanding how the brain changes with age. Gaining insights into these changes could help identify individuals who are more prone to developing Alzheimer's disease as they age. Over the past 25 years, studies on brain aging have examined thousands of human brains to explore the neuronal basis of age-related cognitive decline. However, most of these studies have focused on adults over 60, often neglecting the critical menopause transition period. During menopause, women experience a substantial decline in ovarian sex hormone production, with a decrease of about 90% in estrogen levels. Estrogen is known for its neuroprotective effects, and its significant loss during menopause affects various biological systems, including the brain. Importantly, despite known differences in dementia risk between sexes, the impact of biological sex and sex hormones on brain aging and the development of Alzheimer's disease remains underexplored.
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Affiliation(s)
- Jawza A Almutairi
- School of Pharmacy and Pharmaceutical Sciences, Cardiff University, Cardiff, UK
- Department of Pharmaceutical Science, College of Pharmacy, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Emma J Kidd
- School of Pharmacy and Pharmaceutical Sciences, Cardiff University, Cardiff, UK.
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Lamisa AB, Ahammad I, Bhattacharjee A, Hossain MU, Ishtiaque A, Chowdhury ZM, Das KC, Salimullah M, Keya CA. A meta-analysis of bulk RNA-seq datasets identifies potential biomarkers and repurposable therapeutics against Alzheimer's disease. Sci Rep 2024; 14:24717. [PMID: 39433822 PMCID: PMC11494203 DOI: 10.1038/s41598-024-75431-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 10/04/2024] [Indexed: 10/23/2024] Open
Abstract
Alzheimer's disease (AD) poses a major challenge due to its impact on the elderly population and the lack of effective early diagnosis and treatment options. In an effort to address this issue, a study focused on identifying potential biomarkers and therapeutic agents for AD was carried out. Using RNA-Seq data from AD patients and healthy individuals, 12 differentially expressed genes (DEGs) were identified, with 9 expressing upregulation (ISG15, HRNR, MTATP8P1, MTCO3P12, DTHD1, DCX, ST8SIA2, NNAT, and PCDH11Y) and 3 expressing downregulation (LTF, XIST, and TTR). Among them, TTR exhibited the lowest gene expression profile. Interestingly, functional analysis tied TTR to amyloid fiber formation and neutrophil degranulation through enrichment analysis. These findings suggested the potential of TTR as a diagnostic biomarker for AD. Additionally, druggability analysis revealed that the FDA-approved drug Levothyroxine might be effective against the Transthyretin protein encoded by the TTR gene. Molecular docking and dynamics simulation studies of Levothyroxine and Transthyretin suggested that this drug could be repurposed to treat AD. However, additional studies using in vitro and in vivo models are necessary before these findings can be applied in clinical applications.
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Affiliation(s)
- Anika Bushra Lamisa
- Department of Biochemistry and Microbiology, North South University, Bashundhara, Dhaka, 1229, Bangladesh
- Bioinformatics Division, National Institute of Biotechnology, Ganakbari, Savar, Dhaka, 1349, Ashulia, Bangladesh
| | - Ishtiaque Ahammad
- Bioinformatics Division, National Institute of Biotechnology, Ganakbari, Savar, Dhaka, 1349, Ashulia, Bangladesh
| | - Arittra Bhattacharjee
- Bioinformatics Division, National Institute of Biotechnology, Ganakbari, Savar, Dhaka, 1349, Ashulia, Bangladesh
| | - Mohammad Uzzal Hossain
- Bioinformatics Division, National Institute of Biotechnology, Ganakbari, Savar, Dhaka, 1349, Ashulia, Bangladesh
| | - Ahmed Ishtiaque
- Department of Biochemistry and Microbiology, North South University, Bashundhara, Dhaka, 1229, Bangladesh
| | - Zeshan Mahmud Chowdhury
- Bioinformatics Division, National Institute of Biotechnology, Ganakbari, Savar, Dhaka, 1349, Ashulia, Bangladesh
| | - Keshob Chandra Das
- Molecular Biotechnology Division, National Institute of Biotechnology, Ganakbari, Savar, Dhaka, 1349, Ashulia, Bangladesh
| | - Md Salimullah
- Molecular Biotechnology Division, National Institute of Biotechnology, Ganakbari, Savar, Dhaka, 1349, Ashulia, Bangladesh
| | - Chaman Ara Keya
- Department of Biochemistry and Microbiology, North South University, Bashundhara, Dhaka, 1229, Bangladesh.
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Bae JH, Choi M, Lee JJ, Lee KH, Kim JU. Connectivity changes in two-channel prefrontal ERP associated with early cognitive decline in the elderly population: beta band responses to the auditory oddball stimuli. Front Aging Neurosci 2024; 16:1456169. [PMID: 39484363 PMCID: PMC11524914 DOI: 10.3389/fnagi.2024.1456169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 09/10/2024] [Indexed: 11/03/2024] Open
Abstract
Background This study utilized recent advancements in electroencephalography (EEG) technology that enable the measurement of prefrontal event-related potentials (ERPs) to facilitate the early detection of mild cognitive impairment (MCI). We investigated two-channel prefrontal ERP signals obtained from a large cohort of elderly participants and compare among cognitively normal (CN), subjective cognitive decline (SCD), amnestic MCI (aMCI), and nonamnestic MCI (naMCI) groups. Methods Signal processing and ERP component analyses, specifically adapted for two-channel prefrontal ERP signals evoked by the auditory oddball task, were performed on a total of 1,754 elderly participants. Connectivity analyses were conducted to assess brain synchronization, especially in the beta band involving the phase locking value (PLV) and coherence (COH). Time-frequency, time-trial, grand average, and further statistical analyses of the standard and target epochs were also conducted to explore differences among the cognition groups. Results The MCI group's response to target stimuli was characterized by greater response time variability (p < 0.001) and greater variability in the P300 latency (p < 0.05), leading to less consistent responses than those of the healthy control (HC) group (CN+SCD subgroups). In the connectivity analyses of PLV and COH waveforms, significant differences were observed, indicating a loss of synchronization in the beta band in response to standard stimuli in the MCI group. In addition, the absence of event-related desynchronization (ERD) indicated that information processing related to readiness and task performance in the beta band was not efficient in the MCI group. Furthermore, the observed decline in the P200 amplitude as the standard trials progressed suggests the impaired attention and inhibitory processes in the MCI group compared to the HC group. The aMCI subgroup showed high variability in COH values, while the naMCI subgroup showed impairments in their overall behavioral performance. Conclusion These findings highlight the variability and connectivity measures can be used as markers of early cognitive decline; such measures can be assessed with simple and fast two-channel prefrontal ERP signals evoked by both standard and target stimuli. Our study provides deeper insight of cognitive impairment and the potential use of the prefrontal ERP connectivity measures to assess early cognitive decline.
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Affiliation(s)
- Jang-Han Bae
- Digital Health Research Division, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea
- Aging Convergence Research Center, Korea Research Institute of Biotechnology (KRIBB), Daejeon, Republic of Korea
| | - Minho Choi
- Digital Health Research Division, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea
| | - Jang Jae Lee
- Asian Dementia Research Initiative, Chosun University, Gwangju, Republic of Korea
| | - Kun Ho Lee
- Asian Dementia Research Initiative, Chosun University, Gwangju, Republic of Korea
- Department of Biomedical Science, Chosun University, Gwangju, Republic of Korea
- Korea Brain Research Institute, Daegu, Republic of Korea
| | - Jaeuk U. Kim
- Digital Health Research Division, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea
- KM Convergence Science, University of Science and Technology, Daejeon, Republic of Korea
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Declercq IJN, Leontjevas R, Enders-Slegers MJ, Molog M, Gerritsen DL, Hediger K. Developing a research agenda on NATure-based and Animal-assisted Intervention Strategies (NATAIS) in people with neurodegenerative diseases with a specific focus on social isolation and loneliness: a group concept mapping procedure. BMC Geriatr 2024; 24:795. [PMID: 39342126 PMCID: PMC11439302 DOI: 10.1186/s12877-024-05387-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 09/16/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND Social isolation and feelings of loneliness are very prevalent in people with neurodegenerative diseases and are associated with a lower quality of life and other negative outcomes. These problems were increased during the COVID-19 pandemic resulting in initiatives to address social isolation. Given the potential benefits of nature-based and animal-assisted intervention strategies (NATAIS), it is crucial to further investigate if and how these strategies might minimize negative effects of social isolation and feelings of loneliness in this population. Therefore, the aim of this project was to develop a research agenda for NATAIS in people with neurodegenerative diseases, especially during challenging times, such as pandemics. METHODS This article outlines the process and results of a group concept mapping procedure aimed at developing a research agenda based on a logic model. In total, 19 work group members participated through a combination of in-person and online group meetings. Additionally, face-to-face group sessions were held at two international scientific conferences, during which feedback was solicited from 12 experts in the field of NATAIS and psychogeriatrics. RESULTS The group concept mapping procedure resulted in 14 clusters describing various future research topics, which were further refined and detailed during group discussions. The remaining eleven clusters, encompassing important research themes within the field of NATAIS, were organized into a logic model and summarized into the research agenda. The overarching cluster 'ethical issues, possible risk factors, and their solutions' was considered the most relevant during times of increased social isolation, such as during a pandemic, along with the necessity for more accessible NATAIS. CONCLUSIONS This project resulted in a research agenda, directing future research and fostering collaboration between practitioners and researchers in the field of NATAIS. Such an enhanced partnership between science and practice has the potential to significantly contribute to the well-being of people with neurodegenerative diseases, in their daily lives and also during pandemics.
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Affiliation(s)
- I J N Declercq
- Department of Primary and Community Care, Radboud University Medical Centre, Nijmegen, The Netherlands.
- Faculty of Psychology, Open University of the Netherlands, Heerlen, The Netherlands.
| | - R Leontjevas
- Department of Primary and Community Care, Radboud University Medical Centre, Nijmegen, The Netherlands
- Faculty of Psychology, Open University of the Netherlands, Heerlen, The Netherlands
| | - M-J Enders-Slegers
- Faculty of Psychology, Open University of the Netherlands, Heerlen, The Netherlands
| | - M Molog
- Faculty of Psychology, Open University of the Netherlands, Heerlen, The Netherlands
| | - D L Gerritsen
- Department of Primary and Community Care, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - K Hediger
- Faculty of Psychology, Open University of the Netherlands, Heerlen, The Netherlands
- Faculty of Psychology, University of Basel, Basel, Switzerland
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Bello MO, Mammino KM, Vernon MA, Wakeman DG, Denmon CA, Krishnamurthy LC, Krishnamurthy V, McGregor KM, Novak TS, Nocera JR. Graded Intensity Aerobic Exercise to Improve Cerebrovascular Function and Performance in Older Veterans: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2024; 13:e58316. [PMID: 39326042 PMCID: PMC11467598 DOI: 10.2196/58316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 07/09/2024] [Accepted: 07/18/2024] [Indexed: 09/28/2024] Open
Abstract
BACKGROUND Growing health care challenges resulting from a rapidly expanding aging population necessitate examining effective rehabilitation techniques that mitigate age-related comorbidity and improve quality of life. To date, exercise is one of a few proven interventions known to attenuate age-related declines in cognitive and sensorimotor functions critical to sustained independence. OBJECTIVE This work aims to implement a multimodal imaging approach to better understand the mechanistic underpinnings of the beneficial exercise-induced adaptations to sedentary older adults' brains and behaviors. Due to the complex cerebral and vascular dynamics that encompass neuroplastic change with aging and exercise, we propose an imaging protocol that will model exercise-induced changes to cerebral perfusion, cerebral vascular reactivity (CVR), and cognitive and sensorimotor task-dependent functional magnetic resonance imaging (fMRI) after prescribed exercise. METHODS Sedentary older adults (aged 65-80 years) were randomly assigned to either a 12-week aerobic-based interval-based cycling intervention or a 12-week balance and stretching intervention. Assessments of cardiovascular fitness used the YMCA submaximal VO2 test, basal cerebral perfusion using arterial spin labeling (ASL), CVR using hypercapnic fMRI, and cortical activation using fMRI during verbal fluency and motor tapping tasks. A battery of cognitive-executive and motor function tasks outside the scanning environment will be performed before and after the interventions. RESULTS Our studies and others show that improved cardiovascular fitness in older adults results in improved outcomes related to physical and cognitive health as well as quality of life. A consistent but unexplained finding in many of these studies is a change in cortical activation patterns during task-based fMRI, which corresponds with improved task performance (cognitive-executive and motor). We hypothesize that the 12-week aerobic exercise intervention will increase basal perfusion and improve CVR through a greater magnitude of reactivity in brain areas susceptible to neural and vascular decline (inferior frontal and motor cortices) in previously sedentary older adults. To differentiate between neural and vascular adaptations in these regions, we will map changes in basal perfusion and CVR over the inferior frontal and the motor cortices-regions we have previously shown to be beneficially altered during fMRI BOLD (blood oxygen level dependent), such as verbal fluency and motor tapping, through improved cardiovascular fitness. CONCLUSIONS Exercise is one of the most impactful interventions for improving physical and cognitive health in aging. This study aims to better understand the mechanistic underpinnings of improved health and function of the cerebrovascular system. If our hypothesis of improved perfusion and cerebrovascular reactivity following a 12-week aerobic exercise intervention is supported, it would add critically important insights into the potential of exercise to improve brain health in aging and could inform exercise prescription for older adults at risk for neurodegenerative disease brought on by cerebrovascular dysfunction. TRIAL REGISTRATION ClinicalTrials.gov NCT05932069; https://clinicaltrials.gov/study/NCT05932069. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/58316.
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Affiliation(s)
- Medina Oneyi Bello
- Joseph Maxwell Cleland Atlanta Veteran Affairs Medical Center, Decatur, GA, United States
| | - Kevin Michael Mammino
- Joseph Maxwell Cleland Atlanta Veteran Affairs Medical Center, Decatur, GA, United States
| | | | - Daniel G Wakeman
- School of Medicine, Emory University, Decatur, GA, United States
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Kozhakhmetov S, Kaiyrlykyzy A, Jarmukhanov Z, Vinogradova E, Zholdasbekova G, Alzhanova D, Kunz J, Kushugulova A, Askarova S. Inflammatory Manifestations Associated With Gut Dysbiosis in Alzheimer's Disease. Int J Alzheimers Dis 2024; 2024:9741811. [PMID: 39346576 PMCID: PMC11436273 DOI: 10.1155/2024/9741811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 08/13/2024] [Accepted: 08/29/2024] [Indexed: 10/01/2024] Open
Abstract
Recent studies strongly suggest that gut microbiome can influence brain functions and contribute to the development of Alzheimer's disease (AD). However, reported changes in the gut microbiomes in AD patients from different countries are not similar, and more research is needed to reveal the relationships between human microbiomes and AD in diverse ethnic populations. There is also an assumption that microbiome-associated peripheral inflammation might drive the development of sporadic AD. This cross-sectional study is aimed at analyzing the gut microbial profile and exploring potential associations with blood cytokines and some clinical parameters among individuals diagnosed with Alzheimer's in Kazakhstan. Consistent with previous studies, we have found that the microbial landscape in AD reveals specific alterations in the gut microbiome. Specifically, the AD patient group showed a decreased Firmicutes/Bacteroidetes ratio. The differential abundance analysis highlighted a dysbiosis in the gut microbiota of AD patients, marked by a reduced presence of Bifidobacterium, particularly B. breve. In our study, AD patients' altered gut microbiota composition notably features an increased presence of Pseudomonadota like Phyllobacterium and inflammatory bacteria such as Synergistetes and the Christensenellaceae family. The metabolic profiling of the AD microbiome reveals a predominant presence of pathways related to sugar, carrier molecules, tetrapyrrole, pyrimidine biosynthesis, and nucleic acid processing. This analysis also highlighted a marked reduction in SCFA, carbohydrate, polysaccharide, polyamine, and myo-inositol degradation pathways. The increases in the proinflammatory cytokines IL-1a, IL-8, IL-17A, IL-12p40, TNF-β, MCP-1, IL-2, and IL-12p70 and the anti-inflammatory cytokines IL-10 and IL-13 were observed in AD patients. Key variables driving the separation of AD and controls include inflammatory markers (IL-1a and IL-8), growth factors (EGF), lipids (LDL), BMI, and gut microbes, like genus Tyzzerella and Turicibacter and species Parabacteroides distasonis and Bacteroides eggerthii. We have also demonstrated that almost all cytokines strongly correlate with serum adiponectin levels and specific microbial taxa in AD patients. Thus, our findings identify potential microbial and inflammatory signatures in an ethnically distinct cohort of AD patients. These could serve as AD biomarkers and microbiota-based therapeutic targets for treating AD.
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Affiliation(s)
- Samat Kozhakhmetov
- Center for Life SciencesNational Laboratory AstanaNazarbayev University, Astana, Kazakhstan
| | - Aiym Kaiyrlykyzy
- Center for Life SciencesNational Laboratory AstanaNazarbayev University, Astana, Kazakhstan
- Faculty of Medicine and Healthcareal-Farabi Kazakh National University, Almaty, Kazakhstan
| | - Zharkyn Jarmukhanov
- Center for Life SciencesNational Laboratory AstanaNazarbayev University, Astana, Kazakhstan
| | - Elizaveta Vinogradova
- Center for Life SciencesNational Laboratory AstanaNazarbayev University, Astana, Kazakhstan
| | - Gulnaz Zholdasbekova
- Center for Life SciencesNational Laboratory AstanaNazarbayev University, Astana, Kazakhstan
- Institute of Life SciencesMedical University Karaganda, Karagandy, Kazakhstan
| | - Dinara Alzhanova
- Department of NeurologyMedical University Astana, Astana, Kazakhstan
| | - Jeanette Kunz
- School of MedicineNazarbayev University, Astana, Kazakhstan
| | - Almagul Kushugulova
- Center for Life SciencesNational Laboratory AstanaNazarbayev University, Astana, Kazakhstan
| | - Sholpan Askarova
- Center for Life SciencesNational Laboratory AstanaNazarbayev University, Astana, Kazakhstan
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11
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Kim SM, Choi S, Lee G, Oh YH, Son JS, Ko A, Kim JS, Cho Y, Keum N, Park SM. Association of changes in predicted body composition with subsequent risk of dementia. Ann Clin Transl Neurol 2024; 11:1952-1963. [PMID: 39010668 PMCID: PMC11330214 DOI: 10.1002/acn3.52096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 04/17/2024] [Accepted: 04/29/2024] [Indexed: 07/17/2024] Open
Abstract
OBJECTIVE The effect of body composition change on the risk of dementia is not clear. This study analyzed the associations of changes in predicted lean body mass index (pLBMI), predicted appendicular skeletal muscle mass index (pASMI), and predicted body fat mass index (pBFMI) with the risk of dementia. METHODS In this nationwide cohort study, data were obtained from the Korean National Health Insurance Service database. The exposure was defined as changes in pLBMI, pASMI, and pBFMI derived from validated prediction equations. The outcome was dementia, defined based on the dementia diagnosis with prescription of anti-dementia medication. Cox proportional hazards regression analyses were performed to obtain the hazard ratio with a 95% confidence interval for risk of dementia according to changes in predicted body composition. RESULTS A total of 13,215,208 individuals with no prior record of dementia who underwent health screenings twice between 2009-2010 and 2011-2012 were included. A 1-kg/m2 increase in pLBMI and pASMI had an association with reduced risk of dementia (aHR: 0.85, 95% CI 0.84-0.87; aHR: 0.70, 95% CI 0.69-0.72, respectively for men, and aHR: 0.69, 95% CI 0.67-0.71; aHR: 0.59, 95% CI 0.57-0.61, respectively for women). A 1-kg/m2 increase in pBFMI had an association with a raised risk of dementia (aHR: 1.19, 95% CI 1.17-1.21 for men and aHR: 1.53, 95% CI 1.48-1.57 for women). These results remained consistent regardless of sex or weight change. INTERPRETATION Increase in pLBMI or pASMI, or reduction in pBFMI was linked to lower risk of dementia.
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Affiliation(s)
- Sung Min Kim
- Department of Transdisciplinary MedicineSeoul National University HospitalSeoulSouth Korea
- Department of Biomedical SciencesSeoul National University Graduate SchoolSeoulSouth Korea
| | - Seulggie Choi
- Department of Internal MedicineSeoul National University HospitalSeoulSouth Korea
| | - Gyeongsil Lee
- Life ClinicSeoulSouth Korea
- KS Healthlink InstituteSeoulSouth Korea
| | - Yun Hwan Oh
- Department of Family Medicine, Chung‐Ang University Gwangmyeong HospitalChung‐Ang University College of MedicineGwangmyeong‐siSouth Korea
| | - Joung Sik Son
- Department of Family MedicineKorea University Guro HospitalSeoulSouth Korea
| | - Ahryoung Ko
- Department of Family Medicine, Seoul National University HospitalSeoul National University College of MedicineSeoulSouth Korea
| | - Ji Soo Kim
- International Healthcare Center, Seoul National University HospitalSeoul National University College of MedicineSeoulSouth Korea
| | - Yoosun Cho
- Department of Family Medicine, Chung‐Ang University Gwangmyeong HospitalChung‐Ang University College of MedicineGwangmyeong‐siSouth Korea
| | - NaNa Keum
- Department of Food Science and BiotechnologyDongguk University Graduate SchoolSeoulSouth Korea
- Department of NutritionHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Sang Min Park
- Department of Biomedical SciencesSeoul National University Graduate SchoolSeoulSouth Korea
- Department of Family Medicine, Seoul National University HospitalSeoul National University College of MedicineSeoulSouth Korea
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12
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Tan W, Thiruppathi J, Hong SH, Puth S, Pheng S, Mun BR, Choi WS, Lee KH, Park HS, Nguyen DT, Lee MC, Jeong K, Zheng JH, Kim Y, Lee SE, Rhee JH. Development of an anti-tauopathy mucosal vaccine specifically targeting pathologic conformers. NPJ Vaccines 2024; 9:108. [PMID: 38879560 PMCID: PMC11180213 DOI: 10.1038/s41541-024-00904-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 05/28/2024] [Indexed: 06/19/2024] Open
Abstract
Alzheimer's disease (AD) and related tauopathies are associated with pathological tau protein aggregation, which plays an important role in neurofibrillary degeneration and dementia. Targeted immunotherapy to eliminate pathological tau aggregates is known to improve cognitive deficits in AD animal models. The tau repeat domain (TauRD) plays a pivotal role in tau-microtubule interactions and is critically involved in the aggregation of hyperphosphorylated tau proteins. Because TauRD forms the structural core of tau aggregates, the development of immunotherapies that selectively target TauRD-induced pathological aggregates holds great promise for the modulation of tauopathies. In this study, we generated recombinant TauRD polypeptide that form neurofibrillary tangle-like structures and evaluated TauRD-specific immune responses following intranasal immunization in combination with the mucosal adjuvant FlaB. In BALB/C mice, repeated immunizations at one-week intervals induced robust TauRD-specific antibody responses in a TLR5-dependent manner. Notably, the resulting antiserum recognized only the aggregated form of TauRD, while ignoring monomeric TauRD. The antiserum effectively inhibited TauRD filament formation and promoted the phagocytic degradation of TauRD aggregate fragments by microglia. The antiserum also specifically recognized pathological tau conformers in the human AD brain. Based on these results, we engineered a built-in flagellin-adjuvanted TauRD (FlaB-TauRD) vaccine and tested its efficacy in a P301S transgenic mouse model. Mucosal immunization with FlaB-TauRD improved quality of life, as indicated by the amelioration of memory deficits, and alleviated tauopathy progression. Notably, the survival of the vaccinated mice was dramatically extended. In conclusion, we developed a mucosal vaccine that exclusively targets pathological tau conformers and prevents disease progression.
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Affiliation(s)
- Wenzhi Tan
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Department of Microbiology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- School of Biomedical Sciences, Hunan University, Changsha, Hunan, 410082, China
| | - Jayalakshmi Thiruppathi
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Department of Microbiology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Combinatorial Tumor Immunotherapy MRC, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
| | - Seol Hee Hong
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- National Immunotherapy Innovation Center, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Department of Pharmacology and Dental Therapeutics, School of Dentistry, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Sao Puth
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Department of Microbiology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Combinatorial Tumor Immunotherapy MRC, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
| | - Sophea Pheng
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Department of Microbiology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Combinatorial Tumor Immunotherapy MRC, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
| | - Bo-Ram Mun
- School of Biological Sciences and Technology, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Won-Seok Choi
- School of Biological Sciences and Technology, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Kyung-Hwa Lee
- Combinatorial Tumor Immunotherapy MRC, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Department of Pathology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
| | - Hyun-Sun Park
- Department of Pharmacology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
| | - Duc Tien Nguyen
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Department of Microbiology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Combinatorial Tumor Immunotherapy MRC, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
| | - Min-Cheol Lee
- Department of Pathology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Seegene Inc, Seoul, 05548, Republic of Korea
| | - Kwangjoon Jeong
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- Department of Microbiology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea
| | - Jin Hai Zheng
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea
- School of Biomedical Sciences, Hunan University, Changsha, Hunan, 410082, China
| | - Young Kim
- Department of Oral Pathology, School of Dentistry, Chonnam National University, Gwangju, 61186, Republic of Korea
| | - Shee Eun Lee
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea.
- National Immunotherapy Innovation Center, Hwasun-gun, Jeonnam, 58128, Republic of Korea.
- Department of Pharmacology and Dental Therapeutics, School of Dentistry, Chonnam National University, Gwangju, 61186, Republic of Korea.
| | - Joon Haeng Rhee
- Clinical Vaccine R&D Center, Chonnam National University, Hwasun-gun, Jeonnam, 58128, Republic of Korea.
- Department of Microbiology, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea.
- Combinatorial Tumor Immunotherapy MRC, Chonnam National University Medical School, Hwasun-gun, Jeonnam, 58128, Republic of Korea.
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13
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Mohamadpour B, Mirazi N, Komaki A, Basir HS, Hosseini A. Protective effects of selegiline against amyloid beta-induced anxiety-like behavior and memory impairment. Brain Behav 2024; 14:e3599. [PMID: 38873869 PMCID: PMC11176901 DOI: 10.1002/brb3.3599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 05/17/2024] [Accepted: 05/26/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Alzheimer's disease (AD) is a complex and common neurodegenerative disorder. The present study aimed to investigate the potential effects of selegiline (SEL) on various aspects of memory performance, anxiety, and oxidative stress in an AD rat model induced by intracerebroventricular injection of amyloid beta1-42 (Aβ1-42). METHODS Oral administration of SEL at a dose of 0.5 mg/kg/day was performed for 30 consecutive days. Following the 30 days, several tests, including the open-field, elevated plus-maze, novel object recognition, Morris water maze, and passive avoidance learning were conducted to assess locomotor activity, anxiety-like behavior, recognition memory, spatial memory, and passive avoidance memory, respectively. RESULTS The results indicate that the induction of AD in rats led to recognition memory, spatial memory, and passive avoidance memory impairments, as well as increased anxiety. Additionally, the AD rats exhibited a decrease in total antioxidant capacity and an increase in total oxidant status levels, suggesting an imbalance in oxidative-antioxidant status. However, the administration of SEL improved memory performance, reduced anxiety, and modulated oxidative-antioxidant status in AD rats. CONCLUSIONS These findings provide evidence that SEL may alleviate anxiety-like behavior and cognitive deficits induced by Aβ through modulation of oxidative-antioxidant status.
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Affiliation(s)
- Behnam Mohamadpour
- Department of Biology, Faculty of Basic ScienceBu‐Ali Sina UniversityHamedanIran
| | - Naser Mirazi
- Department of Biology, Faculty of Basic ScienceBu‐Ali Sina UniversityHamedanIran
| | - Alireza Komaki
- Neurophysiology Research CenterHamadan University of Medical SciencesHamadanIran
| | - Hamid Shokati Basir
- Department of Biology, Faculty of Basic ScienceBu‐Ali Sina UniversityHamedanIran
| | - Abdolkarim Hosseini
- Faculty of Life Sciences and BiotechnologyShahid Beheshti UniversityTehranIran
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14
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Ashida S, Lynn FB, Thompson L, Koehly LM, Williams KN, Donohoe MS. Using Clustering Methods to Map the Experience Profiles of Dementia Caregivers. Innov Aging 2024; 8:igae046. [PMID: 38859822 PMCID: PMC11163925 DOI: 10.1093/geroni/igae046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Indexed: 06/12/2024] Open
Abstract
Background and Objectives Caregivers of persons living with dementia report wide-ranging lived experiences, including feelings of burden and frustration but also positivity about caregiving. This study applies clustering methodology to novel survey data to explore variation in caregiving experience profiles, which could then be used to design and target caregiver interventions aimed at improving caregiver well-being. Research Design and Methods The k-means clustering algorithm partitioned a sample of 81 caregivers from the Midwest region of the United States on the basis of 8 variables capturing caregiver emotions, attitudes, knowledge, and network perceptions (adversity: burden, anxiety, network malfeasance; network nonfeasance; positivity: positive aspects of caregiving, preparedness and confidence in community-based care, knowledge about community services for older adults, and network uplift). The experience profile of each segment is described qualitatively and then regression methods were used to examine the association between (a) experience profiles and caregiver demographic characteristics and (b) experience profiles and study attrition. Results The clustering algorithm identified 4 segments of caregivers with distinct experience profiles: Thriving (low adversity, high positivity); Struggling with Network (high network malfeasance); Intensely Struggling (high adversity, low positivity); Detached (unprepared, disconnected, but not anxious). Experience profiles were associated with significantly different demographic profiles and attrition rates. Discussion and Implications How caregivers respond to support interventions may be contingent on caregivers' experience profile. Research and practice should focus on identifying public health strategies tailored to fit caregiver experiences. Clinical Trial Registration NCT03932812.
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Affiliation(s)
- Sato Ashida
- Department of Community and Behavioral Health, College of Public Health, University of Iowa, Iowa City, Iowa, USA
| | - Freda B Lynn
- Department of Sociology and Criminology, College of Liberal Arts and Sciences, University of Iowa, Iowa City, Iowa, USA
| | - Lena Thompson
- Department of Community and Behavioral Health, College of Public Health, University of Iowa, Iowa City, Iowa, USA
| | - Laura M Koehly
- Social and Behavioral Research Branch, National Human Genome Research Institute, Bethesda, Maryland, USA
| | | | - Maria S Donohoe
- Department of Community and Behavioral Health, College of Public Health, University of Iowa, Iowa City, Iowa, USA
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15
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Jallow AW, Nguyen DPQ, Sanotra MR, Hsu CH, Lin YF, Lin YF. A comprehensive bibliometric analysis of global research on the role of acrolein in Alzheimer's disease pathogenesis: involvement of amyloid-beta. Front Aging Neurosci 2024; 16:1378260. [PMID: 38784445 PMCID: PMC11111988 DOI: 10.3389/fnagi.2024.1378260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 04/24/2024] [Indexed: 05/25/2024] Open
Abstract
Background Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by cognitive and behavioral decline. Acrolein, an environmental pollutant and endogenous compound, is implicated in AD development. This research employs bibliometric analysis to assess current trends and key areas concerning acrolein-AD interaction. Methods The Web of Science was used to extensively review literature on acrolein and AD. Relevant data were systematically gathered and analyzed using VOSviewer, CiteSpace, and an online bibliometric tool. Results We identified 120 English publications in this specialized field across 19 journals. The Journal of Alzheimer's Disease was the most prominent. The primary contributors, both in terms of scientific output and influence, were the USA, the University of Kentucky, and Ramassamy C, representing countries/regions, institutions, and authors, respectively. In this field, the primary focus was on thoroughly studying acrolein, its roles, and its mechanisms in AD utilizing both in vivo and in vitro approaches. A significant portion of the research was based on proteomics, revealing complex molecular processes. The main focuses in the field were "oxidative stress," "lipid peroxidation," "amyloid-beta," and "cognitive impairment." Anticipated future research trajectories focus on the involvement of the internalization pathway, covering key areas such as synaptic dysfunction, metabolism, mechanisms, associations, neuroinflammation, inhibitors, tau phosphorylation, acrolein toxicity, brain infarction, antioxidants, chemistry, drug delivery, and dementia. Our analysis also supported our previous hypothesis that acrolein can interact with amyloid-beta to form a protein adduct leading to AD-like pathology and altering natural immune responses. Conclusion This study provides a broad and all-encompassing view of the topic, offering valuable insights and guidance to fellow researchers. These emerging directions underscore the continuous exploration of the complexities associated with AD. The analyses and findings aim to enhance our understanding of the intricate relationship between acrolein and AD for future research.
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Affiliation(s)
- Amadou Wurry Jallow
- Ph.D. Program in Medical Biotechnology, College of Medical Science and Technology, Taipei Medical University, New Taipei City, Taiwan
| | - Doan Phuong Quy Nguyen
- Ph.D. Program in Medical Biotechnology, College of Medical Science and Technology, Taipei Medical University, New Taipei City, Taiwan
- Institute of Biomedicine, Hue University of Medicine and Pharmacy, Hue University, Hue, Vietnam
- Department of Medical Genetics, Hue University of Medicine and Pharmacy, Hue University, Hue, Vietnam
| | | | - Chun-Hsien Hsu
- Department of Family Medicine, Heping Fuyou Branch, Taipei City Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan
- Department of Exercise and Health Sciences, University of Taipei, Taipei, Taiwan
| | - Yi-Fang Lin
- Department of Laboratory Medicine, Taipei Medical University Shuang Ho Hospital, New Taipei City, Taiwan
| | - Yung-Feng Lin
- Ph.D. Program in Medical Biotechnology, College of Medical Science and Technology, Taipei Medical University, New Taipei City, Taiwan
- School of Medical Laboratory Science and Biotechnology, College of Medical Science and Technology, Taipei Medical University, New Taipei City, Taiwan
- Department of Laboratory Medicine, Taipei Medical University Hospital, Taipei, Taiwan
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Al Khashali H, Ray R, Darweesh B, Wozniak C, Haddad B, Goel S, Seidu I, Khalil J, Lopo B, Murshed N, Guthrie J, Heyl D, Evans HG. Amyloid Beta Leads to Decreased Acetylcholine Levels and Non-Small Cell Lung Cancer Cell Survival via a Mechanism That Involves p38 Mitogen-Activated Protein Kinase and Protein Kinase C in a p53-Dependent and -Independent Manner. Int J Mol Sci 2024; 25:5033. [PMID: 38732252 PMCID: PMC11084752 DOI: 10.3390/ijms25095033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 04/27/2024] [Accepted: 05/03/2024] [Indexed: 05/13/2024] Open
Abstract
Several studies have shown an inverse correlation between the likelihood of developing a neurodegenerative disorder and cancer. We previously reported that the levels of amyloid beta (Aβ), at the center of Alzheimer's disease pathophysiology, are regulated by acetylcholinesterase (AChE) in non-small cell lung cancer (NSCLC). Here, we examined the effect of Aβ or its fragments on the levels of ACh in A549 (p53 wild-type) and H1299 (p53-null) NSCLC cell media. ACh levels were reduced by cell treatment with Aβ 1-42, Aβ 1-40, Aβ 1-28, and Aβ 25-35. AChE and p53 activities increased upon A549 cell treatment with Aβ, while knockdown of p53 in A549 cells increased ACh levels, decreased AChE activity, and diminished the Aβ effects. Aβ increased the ratio of phospho/total p38 MAPK and decreased the activity of PKC. Inhibiting p38 MAPK reduced the activity of p53 in A549 cells and increased ACh levels in the media of both cell lines, while opposite effects were found upon inhibiting PKC. ACh decreased the activity of p53 in A549 cells, decreased p38 MAPK activity, increased PKC activity, and diminished the effect of Aβ on those activities. Moreover, the negative effect of Aβ on cell viability was diminished by cell co-treatment with ACh.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | - Hedeel Guy Evans
- Chemistry Department, Eastern Michigan University, Ypsilanti, MI 48197, USA; (H.A.K.); (R.R.); (B.D.); (C.W.); (B.H.); (S.G.); (I.S.); (J.K.); (B.L.); (N.M.); (J.G.); (D.H.)
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17
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Yuan W, Yuan H, Li R, Yong R, Mitrovic I, Lim EG, Duan S, Song P. A SERS nanocellulose-paper-based analytical device for ultrasensitive detection of Alzheimer's disease. Anal Chim Acta 2024; 1301:342447. [PMID: 38553119 DOI: 10.1016/j.aca.2024.342447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 02/28/2024] [Accepted: 03/03/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Alzheimer's disease (AD), one of the most prevalent neurodegenerative diseases, results in severe cognitive decline and irreversible memory loss. Early detection of AD is significant to patients for personalized intervention since effective cure and treatment methods for AD are still lacking. Despite the severity of the disease, existing highly sensitive AD detection methods, including neuroimaging and brain deposit-positive lesion tests, are not suitable for screening purposes due to their high cost and complicated operation. Therefore, these methods are unsuitable for early detection, especially in low-resource settings. Although regular paper-based microfluidics are cost-efficient for AD detection, they are restricted by a poor limit of detection (LOD). RESULTS To address the above limitations, we report the ultrasensitive and low-cost nanocellulose paper (nanopaper)-based analytical microfluidic devices (NanoPADs) for detecting one of the promising AD blood biomarkers (glial fibrillary acidic protein, GFAP) using Surface-enhanced Raman scattering (SERS) immunoassay. Nanopaper offers advantages as a SERS substrate, such as an ultrasmooth surface, high optical transparency, and tunable chemical properties. We detected the target GFAP in artificial serum, achieving a LOD of 150 fg mL-1. SIGNIFICANCE The developed NanoPADs are distinguished by their cost-efficiency and ease of implementation, presenting a promising avenue for effective early detection of AD's GFAP biomarker with ultrahigh sensitivity. More importantly, our work provides the experimental routes for SERS-based immunoassay of biomarkers on NanoPADs for various diseases in the future.
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Affiliation(s)
- Wenwen Yuan
- School of Advanced Technology, Xi'an Jiaotong - Liverpool University, 215123, Suzhou, China; Department of Electrical Engineering and Electronics, University of Liverpool, L69 7ZX, Liverpool, UK; State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, 710049, Xi'an, China
| | - Hang Yuan
- School of Advanced Technology, Xi'an Jiaotong - Liverpool University, 215123, Suzhou, China
| | - Ruibing Li
- Department of Clinical Laboratory Medicine, The First Medical Centre, Chinese 301 General Hospital, 100853, Beijing, China
| | - Ruiqi Yong
- School of Advanced Technology, Xi'an Jiaotong - Liverpool University, 215123, Suzhou, China
| | - Ivona Mitrovic
- Department of Electrical Engineering and Electronics, University of Liverpool, L69 7ZX, Liverpool, UK
| | - Eng Gee Lim
- School of Advanced Technology, Xi'an Jiaotong - Liverpool University, 215123, Suzhou, China; Department of Electrical Engineering and Electronics, University of Liverpool, L69 7ZX, Liverpool, UK
| | - Sixuan Duan
- School of Advanced Technology, Xi'an Jiaotong - Liverpool University, 215123, Suzhou, China; Department of Electrical Engineering and Electronics, University of Liverpool, L69 7ZX, Liverpool, UK; Key Laboratory of Bionic Engineering, Jilin University, 130022, Changchun, China
| | - Pengfei Song
- School of Advanced Technology, Xi'an Jiaotong - Liverpool University, 215123, Suzhou, China; Department of Electrical Engineering and Electronics, University of Liverpool, L69 7ZX, Liverpool, UK.
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18
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Fong V, Kanuri B, Traubert O, Lui M, Patel SB. Behavioral and Metabolic Effects of ABCG4 KO in the APP swe,Ind (J9) Mouse Model of Alzheimer's Disease. J Mol Neurosci 2024; 74:49. [PMID: 38668787 PMCID: PMC11052713 DOI: 10.1007/s12031-024-02214-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 03/21/2024] [Indexed: 04/29/2024]
Abstract
The pathogenesis of Alzheimer's disease (AD) is complex and involves an imbalance between production and clearance of amyloid-ß peptides (Aß), resulting in accumulation of Aß in senile plaques. Hypercholesterolemia is a major risk factor for developing AD, with cholesterol shown to accumulate in senile plaques and increase production of Aß. ABCG4 is a member of the ATP-binding cassette transporters predominantly expressed in the CNS and has been suggested to play a role in cholesterol and Aß efflux from the brain. In this study, we bred Abcg4 knockout (KO) with the APPSwe,Ind (J9) mouse model of AD to test the hypothesis that loss of Abcg4 would exacerbate the AD phenotype. Unexpectedly, no differences were observed in novel object recognition (NOR) and novel object placement (NOP) behavioral tests, or on histologic examinations of brain tissues for senile plaque numbers. Furthermore, clearance of radiolabeled Aß from the brains did not differ between Abcg4 KO and control mice. Metabolic testing by indirect calorimetry, glucose tolerance test (GTT), and insulin tolerance test (ITT) were also mostly similar between groups with only a few mild metabolic differences noted. Overall, these data suggest that the loss of ABCG4 did not exacerbate the AD phenotype.
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Affiliation(s)
- Vincent Fong
- Department of Internal Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati, Cincinnati, OH, USA
| | - Babunageswararao Kanuri
- Department of Internal Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati, Cincinnati, OH, USA
| | - Owen Traubert
- Department of Internal Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati, Cincinnati, OH, USA
| | - Min Lui
- Department of Pathology & Laboratory Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Shailendra B Patel
- Department of Internal Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati, Cincinnati, OH, USA.
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Chen N, Ren Y, Xing L, Liu Z, Chen L, Liu S, Zhou X. In situ Raman spectral observation of succinimide intermediates in amyloid fibrillation kinetics. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 309:123867. [PMID: 38198993 DOI: 10.1016/j.saa.2024.123867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 12/28/2023] [Accepted: 01/05/2024] [Indexed: 01/12/2024]
Abstract
Succinimide intermediates play the crucial role in the nucleation process for protein amyloid fibril formation, as they can usually induce a non-native conformation in a fraction of soluble proteins to render amyloidogenicity and neurotoxicity. Thus, in situ detection of succinimide intermediates during amyloid fibrillation kinetics is of considerable importance, albeit challenging, because these succinimides are generally unstable in physiological conditions. Here, we found an in situ Raman spectral fingerprint to trace the succinimide intermediates in amyloid fibril formation, wherein the carbonyl symmetric stretching of cyclic imide in the succinimide derivative is located at ca. 1790 cm-1. Using its intensity as an indicator of succinimide intermediates, we have in situ detected and unravelled the role of succinimide intermediates during the oligomer formation from the Bz-Asp-Gly-NH2 dipeptide or the amyloid fibrillation kinetics of lysozyme with thermal/acid treatment.
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Affiliation(s)
- Ning Chen
- Department of Chemical Physics, University of Science and Technology of China, Hefei, Anhui 230026, China
| | - Yi Ren
- Key Laboratory of Tropical Biological Resources of the Ministry of Education, Department of Pharmaceutical Sciences, Hainan University, Haikou, Hainan 570228, China
| | - Lei Xing
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China.
| | - Zhongqiang Liu
- Key Laboratory of Tropical Biological Resources of the Ministry of Education, Department of Pharmaceutical Sciences, Hainan University, Haikou, Hainan 570228, China.
| | - Lin Chen
- School of Physics and Materials Engineering, Hefei Normal University, Hefei, Anhui 230601, China
| | - Shilin Liu
- Department of Chemical Physics, University of Science and Technology of China, Hefei, Anhui 230026, China
| | - Xiaoguo Zhou
- Department of Chemical Physics, University of Science and Technology of China, Hefei, Anhui 230026, China.
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20
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Andersen ABA, Lehel S, Grove EK, Langkjaer N, Fuglø D, Huynh THV. Multicenter Experience with Good Manufacturing Practice Production of [ 11C]PiB for Amyloid Positron Emission Tomography Imaging. Pharmaceuticals (Basel) 2024; 17:217. [PMID: 38399432 PMCID: PMC10892710 DOI: 10.3390/ph17020217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/25/2024] [Accepted: 02/02/2024] [Indexed: 02/25/2024] Open
Abstract
Alzheimer's disease (AD) is a neurodegenerative disorder with increasing global prevalence and accounts for over half of all dementia cases. Early diagnosis is paramount for not only the management of the disease, but also for the development of new AD treatments. The current golden standard for diagnosis is performed by positron emission tomography (PET) scans with the tracer [11C]Pittsburg Compound B ([11C]PiB), which targets amyloid beta protein (Aβ) that builds up as plaques in the brain of AD patients. The increasing demand for AD diagnostics is in turn expected to drive an increase in [11C]PiB-PET scans and the setup of new [11C]PiB production lines at PET centers globally. Here, we present the [11C]PiB production setups, experiences, and use from four Danish PET facilities and discuss the challenges and potential pitfalls of [11C]PiB production. We report on the [11C]PiB production performed with the 6-OH-BTA-0 precursor dissolved in either dry acetone or 2-butanone and by using either [11C]CO2 or [11C]CH4 as 11C- precursors on three different commercial synthesis modules: TracerLab FX C Pro, ScanSys, or TracerMaker. It was found that the [11C]CO2 method gives the highest radioactive yield (1.5 to 3.2 GBq vs. 0.8 ± 0.3 GBq), while the highest molar activity (98.0 ± 61.4 GBq/μmol vs. 21.2 to 95.6 GBq/μmol) was achieved using [11C]CH4. [11C]PiB production with [11C]CO2 on a TracerLab FX C Pro offered the most desirable results, with the highest yield of 3.17 ± 1.20 GBq and good molar activity of 95.6 ± 44.2 GBq/μmol. Moreover, all reported methods produced [11C]PiB in quantities suitable for clinical applications, thus providing a foundation for other PET facilities seeking to establish their own [11C]PiB production.
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Affiliation(s)
- Anders Bruhn Arndal Andersen
- Department of Nuclear Medicine, Copenhagen University Hospital, Herlev and Gentofte, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; (A.B.A.A.); (D.F.)
| | - Szabolcs Lehel
- Department of Clinical Physiology, Nuclear Medicine and PET, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark;
| | - Ebbe Klit Grove
- Department of Nuclear Medicine and PET Centre, Aarhus University Hospital, 8200 Aarhus, Denmark;
| | - Niels Langkjaer
- Department of Nuclear Medicine, Odense University Hospital, 5000 Odense, Denmark;
| | - Dan Fuglø
- Department of Nuclear Medicine, Copenhagen University Hospital, Herlev and Gentofte, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; (A.B.A.A.); (D.F.)
| | - Tri Hien Viet Huynh
- Department of Nuclear Medicine, Copenhagen University Hospital, Herlev and Gentofte, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; (A.B.A.A.); (D.F.)
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21
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Carpi M, Fernandes M, Mercuri NB, Liguori C. Sleep Biomarkers for Predicting Cognitive Decline and Alzheimer's Disease: A Systematic Review of Longitudinal Studies. J Alzheimers Dis 2024; 97:121-143. [PMID: 38043016 DOI: 10.3233/jad-230933] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2023]
Abstract
BACKGROUND Sleep disturbances are considered a hallmark of dementia, and strong evidence supports the association between alterations in sleep parameters and cognitive decline in patients with mild cognitive impairment and Alzheimer's disease (AD). OBJECTIVE This systematic review aims to summarize the existing evidence on the longitudinal association between sleep parameters and cognitive decline, with the goal of identifying potential sleep biomarkers of AD-related neurodegeneration. METHODS Literature search was conducted in PubMed, Web of Science, and Scopus databases from inception to 28 March 2023. Longitudinal studies investigating the association between baseline objectively-measured sleep parameters and cognitive decline were assessed for eligibility. RESULTS Seventeen studies were included in the qualitative synthesis. Sleep fragmentation, reduced sleep efficiency, reduced REM sleep, increased light sleep, and sleep-disordered breathing were identified as predictors of cognitive decline. Sleep duration exhibited a U-shaped relation with subsequent neurodegeneration. Additionally, several sleep microstructural parameters were associated with cognitive decline, although inconsistencies were observed across studies. CONCLUSIONS These findings suggest that sleep alterations hold promise as early biomarker of cognitive decline, but the current evidence is limited due to substantial methodological heterogeneity among studies. Further research is necessary to identify the most reliable sleep parameters for predicting cognitive impairment and AD, and to investigate interventions targeting sleep that can assist clinicians in the early recognition and treatment of cognitive decline. Standardized procedures for longitudinal studies evaluating sleep and cognition should be developed and the use of continuous sleep monitoring techniques, such as actigraphy or EEG headband, might be encouraged.
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Affiliation(s)
- Matteo Carpi
- Sleep Medicine Centre, Neurology Unit, University Hospital Tor Vergata, Rome, Italy
| | - Mariana Fernandes
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Nicola Biagio Mercuri
- Sleep Medicine Centre, Neurology Unit, University Hospital Tor Vergata, Rome, Italy
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Claudio Liguori
- Sleep Medicine Centre, Neurology Unit, University Hospital Tor Vergata, Rome, Italy
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
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Singh R, Rani N, Kaur R, Chahal G, Kumar P, Kaur G. Exploring the Therapeutic Potential of Alkaloids in Alzheimer's Disease Management. Cent Nerv Syst Agents Med Chem 2024; 24:206-218. [PMID: 38213138 DOI: 10.2174/0118715249269092231109181638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 09/15/2023] [Accepted: 10/05/2023] [Indexed: 01/13/2024]
Abstract
BACKGROUND Alkaloids are important phytoconstituents obtained from various plant sources. The study's primary goal is to assess the anti-Alzheimer potential of alkaloids using a molecular docking study. Alzheimer's disease (AD) is considered a gradual decline in memory, reasoning, decision-making, orientation to one's physical surroundings, and language. MATERIALS AND METHODS The main target i.e. acetylcholinesterase proteins was selected for the molecular docking study. RESULTS The structures of various alkaloids were drawn using Chem Draw Software, PDB was retrieved from the RCSB PDB database, and molecular docking study was performed on Molergo Virtual Docker. The potential alkaloids were identified with anti-Alzheimer potency. CONCLUSION Reserpine, vinblastine, ergotamine, and tubocurarine were found to exhibit potential anti-Alzheimer potency.
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Affiliation(s)
- Randhir Singh
- Department of Pharmaceutical Sciences, Central University of Punjab, Bathinda, India
| | - Nidhi Rani
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Rajwinder Kaur
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Geeta Chahal
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Praveen Kumar
- SunPharma, Hill Top Area, Vill. Bhatolikalan, Himachal Pradesh, India- 174103
| | - Gagandeep Kaur
- Chitkara College of Pharmacy, Chitkara University, Himachal Pradesh, India
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23
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Gao Y, Guo J, Zhang F, Li Y. Safety Analysis of Bapineuzumab in the Treatment of Mild to Moderate Alzheimer's Disease: A Systematic Review and Meta-Analysis. Comb Chem High Throughput Screen 2024; 27:40-47. [PMID: 37076966 DOI: 10.2174/1386207326666230419095813] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 01/16/2023] [Accepted: 02/01/2023] [Indexed: 04/21/2023]
Abstract
BACKGROUND Alzheimer's disease affects millions of people worldwide, and very few drugs are available for its treatment. Monoclonal antibodies have shown promising effects in the treatment of various types of diseases. Bapineuzumab is one of the humanized monoclonal antibodies, which have shown promising effects in AD patients. Bapineuzumab has shown efficacy in the treatment of mild to moderate Alzheimer's disease. However, its safety is still unclear. OBJECTIVE Thus, the main objective of the current study is to find out the exact safety profile of bapineuzumab in the treatment of mild to moderate Alzheimer's disease. METHODS We performed a web-based literature search of PubMed and clinical trial websites using the relevant keywords. Data were extracted from eligible records, and the risk ratio (RR) was calculated with a 95% confidence interval (CI). All the analyses were performed using Review Manager software (version 5.3 for windows). Heterogeneity was measured by Chi-square and I-square tests. RESULTS Non-significant association of bapineuzumab with serious treatment-emergent adverse events [RR: 1.11 (0.92, 1.35)], headache [RR: 1.03 (0.81, 1.32)], delirium [RR: 2.21 (0.36, 13.53)], vomiting [RR: 0.92 (0.55, 1.55)], hypertension [RR: 0.49 (0.12, 2.12)], convulsions [RR:2.23 (0.42, 11.71)], falls [RR: 0.98 (0.80, 1.21)], fatal AEs [RR: 1.18 (0.59, 2.39)], and neoplasms [RR:1.81 (0.07, 49.52)] was reported; however, a significant association was found with vasogenic edema [RR: 22.58 (3.48, 146.44)]. CONCLUSION Based on available evidence, bapineuzumab is found to be safe in the treatment of AD patients. However, vasogenic edema should be considered.
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Affiliation(s)
- Yaqi Gao
- College of Nursing, Hebi Polytechnic, Hebi, Henan, 458030 China
- College of Health Care, Sehan University, Yeongam-gun, 58447, Korea
| | - Jing Guo
- College of Nursing, Hebi Polytechnic, Hebi, Henan, 458030 China
| | - Fang Zhang
- College of Nursing, Hebi Polytechnic, Hebi, Henan, 458030 China
| | - Yanfang Li
- College of Nursing, Hebi Polytechnic, Hebi, Henan, 458030 China
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24
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Nguyen-Thi PT, Ho TT, Nguyen TT, Vo GV. Nanotechnology-based Drug Delivery for Alzheimer's and Parkinson's Diseases. Curr Drug Deliv 2024; 21:917-931. [PMID: 37424345 DOI: 10.2174/1567201820666230707113405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 05/03/2023] [Accepted: 05/12/2023] [Indexed: 07/11/2023]
Abstract
The delivery of drugs to the brain is quite challenging in the treatment of the central nervous system (CNS) diseases due to the blood-brain barrier and the blood-cerebrospinal fluid barrier. However, significant developments in nanomaterials employed by nanoparticle drug-delivery systems have substantial potential to cross or bypass these barriers leading to enhanced therapeutic efficacies. Advances in nanoplatform, nanosystems based on lipids, polymers and inorganic materials have been extensively studied and applied in treating Alzheimer's and Parkinson's diseases. In this review, various types of brain drug delivery nanocarriers are classified, summarized, and their potential as drug delivery systems in Alzheimer's and Parkinson's diseases is discussed. Finally, challenges facing the clinical translation of nanoparticles from bench to bedside are highlighted.
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Affiliation(s)
| | - Thanh-Tam Ho
- Institute for Global Health Innovations, Duy Tan University, Da Nang 550000, Vietnam
- Faculty of Pharmacy, Duy Tan University, Da Nang 550000, Vietnam
| | - Thuy Trang Nguyen
- Faculty of Chemical Engineering, Industrial University of Ho Chi Minh City, Ho Chi Minh City 71420, Vietnam
| | - Giau Van Vo
- Department of Biomedical Engineering, School of Medicine, Vietnam National University, Ho Chi Minh City [VNU-HCM], Ho Chi Minh City 700000, Vietnam
- Research Center for Genetics and Reproductive Health [CGRH], School of Medicine, Vietnam National University, Ho Chi Minh City [VNU-HCM], Ho Chi Minh City 70000, Vietnam
- Vietnam National University, Ho Chi Minh City [VNU-HCM], Ho Chi Minh City 700000, Vietnam
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25
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Hill JR, Min EE, Abebe E, Holden RJ. Telecaregiving for Dementia: A Mapping Review of Technological and Nontechnological Interventions. THE GERONTOLOGIST 2024; 64:gnad026. [PMID: 36919597 PMCID: PMC10733214 DOI: 10.1093/geront/gnad026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Indexed: 03/16/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Informal (or family) caregivers to older adults with Alzheimer's disease or other related dementias (ADRD) could greatly benefit from innovative telecaregiving systems that support caregiving from a distance. The objective of this review is to better understand (a) who is involved in telecaregiving and their experiences; (b) the interventions currently available to support ADRD telecaregiving; and (c) the outcomes measured to assess the effects of ADRD telecaregiving interventions. RESEARCH DESIGN AND METHODS A mapping review was conducted by systematically searching MEDLINE, CINAHL, Embase, and PsycINFO for all works published in English from 2002 to 2022. References of included publications were searched to identify additional empirical publications for inclusion. RESULTS Sixty-one publications (describing 48 studies and 5 nonstudy sources) were included in the review. Currently available information on the demographics, experiences, challenges, and benefits of ADRD telecaregivers is summarized. We found that interventions to support telecaregiving could be classified into 7 categories of technological interventions and 3 categories of nontechnological interventions. Empirical studies on ADRD telecaregiving interventions investigated a variety of outcomes, the most prevalent being user experience. DISCUSSION AND IMPLICATIONS We conclude that (a) the paucity of literature on telecaregiving does not allow for a comprehensive understanding of the needs and day-to-day activities of ADRD telecaregivers; (b) interventions developed to support ADRD telecaregiving may not fully meet the needs of caregivers or care recipients; and (c) there is insufficient rigorous research establishing the effects of telecaregiving interventions on key ADRD-related outcomes.
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Affiliation(s)
- Jordan R Hill
- Department of Health & Wellness Design, Indiana University School of Public Health—Bloomington, Bloomington, Indiana, USA
- Indiana University Center for Aging Research, Regenstrief Institute Inc., Indianapolis, Indiana, USA
| | - Elissa E Min
- Department of Pharmacy Practice, Purdue University, West Lafayette, Indiana, USA
| | - Ephrem Abebe
- Department of Pharmacy Practice, Purdue University, West Lafayette, Indiana, USA
- Regenstrief Center for Healthcare Engineering, Purdue University, West Lafayette, Indiana, USA
| | - Richard J Holden
- Department of Health & Wellness Design, Indiana University School of Public Health—Bloomington, Bloomington, Indiana, USA
- Indiana University Center for Aging Research, Regenstrief Institute Inc., Indianapolis, Indiana, USA
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Dhillon S, Kinger M, Rani P, Chahal M, Kumari G, Aneja DK, Kim SW, Choi E, Kumar S. Advances in Aβ imaging probes: a comprehensive study of radiolabelled 1,3-diaryl-2-propen-1-ones for Alzheimer's disease: a review. RSC Adv 2023; 13:35877-35903. [PMID: 38090082 PMCID: PMC10712011 DOI: 10.1039/d3ra06258a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/09/2023] [Indexed: 04/26/2024] Open
Abstract
Alzheimer's disease (AD) is a formidable neurodegenerative disorder characterized by cognitive decline, memory impairment and inability to perform everyday tasks. In the pursuit of innovative diagnostic and therapeutic strategies, the synthesis and application of radiolabelled compounds have garnered significant attention. This review delves into the synthesis and biological significance of radiolabelled 1,3-diaryl-2-propen-1-ones, commonly known as chalcones, as Aβ imaging probes for AD. These versatile chalcone derivatives have demonstrated noteworthy potential as radiotracers for visualizing Aβ imaging probes, which are hallmark pathologies of AD. This review encompasses an exploration of chalcone synthesis via diverse methodologies and their biological implications, both as standalone entities and as precursors for intricate natural products. In addition, the pivotal role of advanced imaging techniques, such as single-photon emission computed tomography (SPECT) and positron emission tomography (PET), using various radioisotopes is highlighted. The use of radiopharmaceutical agents, including [18F]FDG, [18F]FMAPO, [11C]6-Me-BTA-1, [124/125I]IBETA, and [64Cu]YW-7 as potent tools for early diagnosis and therapeutic advancement is explored. This review underscores the critical nexus between radiolabelled chalcones and their pivotal role in advancing diagnostic and therapeutic paradigms in AD research. Furthermore, this study encapsulated the role of radiolabelled chalcone emphasizing their prospective implications for drug development and therapeutic interventions. A focal point of paramount significance is the elucidation of Aβ imaging probes and its important role in the combat against AD, with a particular emphasis on their role in facilitating early diagnosis and fostering advancements in therapeutic strategies.
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Affiliation(s)
- Sudeep Dhillon
- Department of Chemistry, Chaudhary Bansi Lal University Bhiwani 127031 Haryana India
| | - Mayank Kinger
- Department of Chemistry, Chaudhary Bansi Lal University Bhiwani 127031 Haryana India
| | - Priyanka Rani
- Department of Chemistry, Chaudhary Bansi Lal University Bhiwani 127031 Haryana India
| | - Mamta Chahal
- Department of Chemistry, Chaudhary Bansi Lal University Bhiwani 127031 Haryana India
| | - Ginna Kumari
- Department of Chemistry, Chaudhary Bansi Lal University Bhiwani 127031 Haryana India
| | - Deepak Kumar Aneja
- Department of Chemistry, Chaudhary Bansi Lal University Bhiwani 127031 Haryana India
| | - Sang Wook Kim
- Department of Advanced Materials Chemistry, Dongguk University Gyeongju 38066 Republic of Korea
| | - Eunseok Choi
- Department of Advanced Materials Chemistry, Dongguk University Gyeongju 38066 Republic of Korea
| | - Sushil Kumar
- Biozenta Lifescience Pvt. Ltd Ind. Area Tahliwal Una HP 174303 India
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Zahraee H, Arab SS, Khoshbin Z, Bozorgmehr MR. A comprehensive computer simulation insight into inhibitory mechanisms of EGCG and NQTrp ligands on amyloid-beta assemblies as the Alzheimer's disease insignia. J Biomol Struct Dyn 2023; 41:10830-10839. [PMID: 36576270 DOI: 10.1080/07391102.2022.2158939] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 12/10/2022] [Indexed: 12/29/2022]
Abstract
Amyloid-β peptide with predominant presence in the senile plaques is the most common agent for Alzheimer's disease (AD) incidence. Assembly of the amyloid-β(1-42) (Aβ1-42) isoform is known as the main reason for the AD appearance. Epigallocatechin gallate (EGCG) and 1,4-naphthoquinone-2-yl-L-tryptophan (NQTrp) are two small molecules that inhibit the formation of the Aβ1-42 fibrils. The present study provides molecular insight to clarify the inhibitory mechanisms of the EGCG and NQTrp ligands on the Aβ1-42 assemblies by using molecular dynamics (MD) simulation. Hence, nine different Aβ1-42-containing systems including the monomer, dimer, and hexamer of Aβ1-42 considering each of them in a media with no ligands, in the presence of one EGCG ligand, and in the presence of one EGCG ligand were studied with a simulation time of 1 µs for each system. The precise investigation of the peptide-ligand distance, conformational factor (Pi), solvent accessible surface area (SASA), dictionary of secondary structure (DSSP), and Lys28-Ala42 salt bridge analyses confirmed that the hydroxyl-rich structure of the EGCG ligand applied its inhibitory effect on the aggregation of the peptides indirectly by involving water molecules. While the hydroxyl-free structure of the NQTrp ligand exposed its inhibitory effect through a direct interaction with the Aβ1-42 peptides. Besides, reduced density gradient (RDG) analysis clarified the hydrogen bonding interactions as the dominant ones for the peptide-EGCG systems, and also, steric and van der Waals interactions for the peptide-NQTrp systems.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Hamed Zahraee
- Targeted Drug Delivery Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Medicinal Chemistry, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
- Pharmaceutical Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyed Shahriar Arab
- Department of Biophysics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Zahra Khoshbin
- Targeted Drug Delivery Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Medicinal Chemistry, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
- Pharmaceutical Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
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28
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Lail H, Mabb AM, Parent MB, Pinheiro F, Wanders D. Effects of Dietary Methionine Restriction on Cognition in Mice. Nutrients 2023; 15:4950. [PMID: 38068808 PMCID: PMC10707861 DOI: 10.3390/nu15234950] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 11/16/2023] [Accepted: 11/22/2023] [Indexed: 12/18/2023] Open
Abstract
Dietary restriction of the essential amino acid, methionine, has been shown to induce unique metabolic protection. The peripheral benefits of methionine restriction (MR) are well established and include improvements in metabolic, energy, inflammatory, and lifespan parameters in preclinical models. These benefits all occur despite MR increasing energy intake, making MR an attractive dietary intervention for the prevention or reversal of many metabolic and chronic conditions. New and emerging evidence suggests that MR also benefits the brain and promotes cognitive health. Despite widespread interest in MR over the past few decades, many findings are limited in scope, and gaps remain in our understanding of its comprehensive effects on the brain and cognition. This review details the current literature investigating the impact of MR on cognition in various mouse models, highlights some of the key mechanisms responsible for its cognitive benefits, and identifies gaps that should be addressed in MR research moving forward. Overall findings indicate that in animal models, MR is associated with protection against obesity-, age-, and Alzheimer's disease-induced impairments in learning and memory that depend on different brain regions, including the prefrontal cortex, amygdala, and hippocampus. These benefits are likely mediated by increases in fibroblast growth factor 21, alterations in methionine metabolism pathways, reductions in neuroinflammation and central oxidative stress, and potentially alterations in the gut microbiome, mitochondrial function, and synaptic plasticity.
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Affiliation(s)
- Hannah Lail
- Department of Nutrition, Georgia State University, 140 Decatur St SE, Atlanta, GA 30303, USA; (H.L.); (F.P.)
- Department of Chemistry, Georgia State University, 100 Piedmont Ave., Atlanta, GA 30303, USA
| | - Angela M. Mabb
- Neuroscience Institute, Georgia State University, 100 Piedmont Ave., Atlanta, GA 30302, USA; (A.M.M.); (M.B.P.)
- Center for Behavioral Neuroscience, Georgia State University, Atlanta, GA 30302, USA
| | - Marise B. Parent
- Neuroscience Institute, Georgia State University, 100 Piedmont Ave., Atlanta, GA 30302, USA; (A.M.M.); (M.B.P.)
- Department of Psychology, Georgia State University, 140 Decatur St SE, Atlanta, GA 30303, USA
| | - Filipe Pinheiro
- Department of Nutrition, Georgia State University, 140 Decatur St SE, Atlanta, GA 30303, USA; (H.L.); (F.P.)
- Faculty of Medicine, University of Porto, Alameda Prof. Hernâni Monteiro, 4200-319 Porto, Portugal
| | - Desiree Wanders
- Department of Nutrition, Georgia State University, 140 Decatur St SE, Atlanta, GA 30303, USA; (H.L.); (F.P.)
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Wang B, Shi J, Guo N, Shao L, Zhai W, Jiang L, Zhao F, Wang J, Wang J, Du L, Pang X, Yan L. Rational design synthesis and evaluation of a novel near-infrared fluorescent probe for selective imaging of amyloid-β aggregates in Alzheimer's disease. Anal Chim Acta 2023; 1281:341900. [PMID: 38783740 DOI: 10.1016/j.aca.2023.341900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 09/19/2023] [Accepted: 10/10/2023] [Indexed: 05/25/2024]
Abstract
Alzheimer's disease (AD) is a degenerative neurological disorder that remains incurable to date, seriously affecting the quality of life and health of those affected. One of the key neuropathological hallmarks of AD is the formation of amyloid-β (Aβ) plaques. Near-infrared (NIR) probes that possess a large Stokes shift show great potential for imaging of Aβ plaques in vivo and in vitro. Herein, we proposed a rational strategy for design and synthesis of a series of NIR fluorescent probes that incorporate a tricarbonitrile group as a strong electron-withdrawing group (EWG) to enable NIR emission and large Stokes shift for optimal imaging of Aβ plaques. The probe TCM-UM exhibited remarkable in vitro performance, including strong NIR emission (λem = 670 nm), large Stokes shift (120-245 nm), and its affinity for Aβ42 aggregates (Kd = 43.78 ± 4.09 nM) was superior to the commercially available probe Thioflavin T (ThT, Kd = 896.04 ± 33.43 nM). Further, TCM-UM was selected for imaging Aβ plaques in brain tissue slices and APP/PS1 transgenic (AD) mice, the results indicated that TCM-UM had an excellent ability to penetrate the blood-brain barrier (BBB) compared with ThT, and it could effectively distinguish wild-type (Wt) mice and APP/PS1 transgenic (AD) mice.
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Affiliation(s)
- Bingxin Wang
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China
| | - Junzhuo Shi
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China
| | - Ning Guo
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China
| | - Lulian Shao
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China
| | - Weibin Zhai
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China
| | - Lei Jiang
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China
| | - Fenqin Zhao
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China
| | - Jianhong Wang
- Key Laboratory of Natural Medicine and Immuno-Engineering of Henan Province, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China
| | - Junfeng Wang
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 125 Nushua St, Boston, MA, 02149, USA
| | - Lida Du
- Institute of Molecular Medicine & Innovative Pharmaceutics, Qingdao University, Qingdao, 266071, China.
| | - Xiaobin Pang
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China.
| | - Lin Yan
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, N. Jinming Ave., Kaifeng, Henan, 475004, China.
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Kim DR, Moon E, Shin MJ, Yang YA, Park JH. Effect of Individual Virtual Reality Cognitive Training Programs on Cognitive Function and Depression in Middle-Aged Women: Randomized Controlled Trial. JMIR Ment Health 2023; 10:e48912. [PMID: 37878378 PMCID: PMC10632914 DOI: 10.2196/48912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 09/04/2023] [Accepted: 09/12/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND Given the increasing incidence of early-onset Alzheimer disease, strategies for early diagnosis and swift treatment interventions are crucial for mitigating cognitive problems in women and middle-aged individuals who face a high risk of cognitive impairment. OBJECTIVE This study aimed to assess the effectiveness of individual cognitive training programs based on virtual reality (VR), a nonpharmacological intervention, on cognitive function and depression in middle-aged women at risk of cognitive impairment. It used VR technology, which has recently been recognized as a promising tool. METHODS We administered a VR-based cognitive training program for 30 minutes daily, twice a week, for 12 weeks (24 sessions). This study included middle-aged women residing in older adults' welfare facilities in G-gu, Busan, from May to August 2021. A total of 60 participants were randomly divided into the training (n=30) and control (n=30) groups. Cognitive and depressive functions were assessed using the Korean versions of the Montreal Cognitive Assessment (K-MoCA), Digit Span Test (DST), Korean-Color Word Stroop Test (K-CWST), and Short Form of the Geriatric Depression Scale (SGDS-K) before the intervention. The training group underwent a VR-based cognitive training program, whereas the control group was educated to maintain regular daily activities. The same assessments were performed 12 weeks after treatment. RESULTS A comparison of the mean scores before and after K-MoCA in the training group revealed a significant increase from 24.87 (SD 2.62) to 27.50 (SD 1.70; P<.01), indicating substantial cognitive improvement. Similarly, the mean DST forward scores increased significantly from 6.97 (SD 1.10) to 7.90 (SD 1.18; P<.01), suggesting enhanced short-term auditory memory and attention. The mean DST backward scores also showed a significant improvement from 4.10 (SD 0.71) to 4.77 (SD 1.2; P=.01). Notably, the mean SGDS-K scores decreased significantly from 3.97 (SD 2.51) to 2.13 (SD 1.87; P<.01), indicating a reduction in depression within the training group. CONCLUSIONS The VR-based cognitive training programs significantly enhanced cognitive function and reduced depression in middle-aged women. Consequently, these programs are considered beneficial nonpharmacological cognitive training interventions for middle-aged women at high risk of cognitive impairment. TRIAL REGISTRATION UMIN Clinical Trials Registry UMIN000049752; https://tinyurl.com/z5du989z.
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Affiliation(s)
- Du-Ri Kim
- Health Convergence Medicine Laboratory, Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea
- Department of Rehabilitation Science, Graduate School, Inje University, Gimhae, Republic of Korea
| | - EunSoo Moon
- Health Convergence Medicine Laboratory, Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea
- Department of Psychiatry, Pusan National University School of Medicine, Yangsan, Republic of Korea
- Department of Psychiatry, Pusan National University Hospital, Busan, Republic of Korea
| | - Myung-Jun Shin
- Health Convergence Medicine Laboratory, Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea
- Department of Rehabilitation Medicine, Pusan National University School of Medicine, Yangsan, Republic of Korea
- Department of Rehabilitation Medicine, Pusan National University Hospital, Busan, Republic of Korea
| | - Yeong-Ae Yang
- Department of Occupational Therapy, College of Biomedical Science and Engineering, Inje University, Gimhae, Republic of Korea
- Institute of Aged Life Redesign, Inje University, Gimhae, Republic of Korea
| | - Jong-Hwan Park
- Health Convergence Medicine Laboratory, Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea
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Luo Z, Zhu G, Xu H, Lin D, Li J, Qu J. Combination of deep learning and 2D CARS figures for identification of amyloid-β plaques. OPTICS EXPRESS 2023; 31:34413-34427. [PMID: 37859198 DOI: 10.1364/oe.500136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 09/18/2023] [Indexed: 10/21/2023]
Abstract
In vivo imaging and accurate identification of amyloid-β (Aβ) plaque are crucial in Alzheimer's disease (AD) research. In this work, we propose to combine the coherent anti-Stokes Raman scattering (CARS) microscopy, a powerful detection technology for providing Raman spectra and label-free imaging, with deep learning to distinguish Aβ from non-Aβ regions in AD mice brains in vivo. The 1D CARS spectra is firstly converted to 2D CARS figures by using two different methods: spectral recurrence plot (SRP) and spectral Gramian angular field (SGAF). This can provide more learnable information to the network, improving the classification precision. We then devise a cross-stage attention network (CSAN) that automatically learns the features of Aβ plaques and non-Aβ regions by taking advantage of the computational advances in deep learning. Our algorithm yields higher accuracy, precision, sensitivity and specificity than the results of conventional multivariate statistical analysis method and 1D CARS spectra combined with deep learning, demonstrating its competence in identifying Aβ plaques. Last but not least, the CSAN framework requires no prior information on the imaging modality and may be applicable to other spectroscopy analytical fields.
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Karati D, Mukherjee S, Roy S. Molecular and Structural Insight into Adenosine A 2A Receptor in Neurodegenerative Disorders: A Significant Target for Efficient Treatment Approach. Mol Neurobiol 2023; 60:5987-6000. [PMID: 37391647 DOI: 10.1007/s12035-023-03441-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 06/10/2023] [Indexed: 07/02/2023]
Abstract
All biological tissues and bodily fluids include the autacoid adenosine. The P1 class of purinergic receptors includes adenosine receptors. Four distinct G-protein-coupled receptors on the cellular membrane mediate the effects of adenosine, whose cytoplasmic content is regulated by producing/degrading enzymes and nucleoside transporters. A2A receptor has received a great deal of attention in recent years because it has a wide range of potential therapeutic uses. A2B and, more significantly, A2A receptors regulate numerous physiological mechanisms in the central nervous system (CNS). The inferior targetability of A2B receptors towards adenosine points that they might portray a promising medicinal target since they are triggered only under pharmacological circumstances (when adenosine levels rise up to micromolar concentrations). The accessibility of specific ligands for A2B receptors would permit the exploration of such a theory. A2A receptors mediate both potentially neurotoxic and neuroprotective actions. Hence, it is debatable to what extent they play a role in neurodegenerative illnesses. However, A2A receptor blockers have demonstrated clear antiparkinsonian consequences, and a significant attraction exists in the role of A2A receptors in other neurodegenerative disorders. Amyloid peptide extracellular accumulation and tau hyperphosphorylation are the pathogenic components of AD that lead to neuronal cell death, cognitive impairment, and memory loss. Interestingly, in vitro and in vivo research has shown that A2A adenosine receptor antagonists may block each of these clinical symptoms, offering a crucial new approach to combat a condition for which, regrettably, only symptomatic medications are currently available. At least two requirements must be met to determine whether such receptors are a target for diseases of the CNS: a complete understanding of the mechanisms governing A2A-dependent processes and the availability of ligands that can distinguish between the various receptor populations. This review concisely summarises the biological effects mediated by A2A adenosine receptors in neurodegenerative disorders and discusses the chemical characteristics of A2A adenosine receptor antagonists undergoing clinical trials. Selective A2A receptor blocker against neurodegenerative disorders.
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Affiliation(s)
- Dipanjan Karati
- Department of Pharmaceutical Technology, School of Pharmacy, Techno India University, Kolkata, 700091, India
| | - Swarupananda Mukherjee
- Department of Pharmaceutical Technology, NSHM Knowledge Campus, Kolkata, 124 B.L. Saha Road, Kolkata, West Bengal, 700053, India
| | - Souvik Roy
- Department of Pharmaceutical Technology, NSHM Knowledge Campus, Kolkata, 124 B.L. Saha Road, Kolkata, West Bengal, 700053, India.
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González-Martín AM, Aibar Almazán A, Rivas Campo Y, Rodríguez Sobrino N, Castellote Caballero Y. Addressing depression in older adults with Alzheimer's through cognitive behavioral therapy: systematic review and meta-analysis. Front Aging Neurosci 2023; 15:1222197. [PMID: 37781100 PMCID: PMC10533929 DOI: 10.3389/fnagi.2023.1222197] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 08/29/2023] [Indexed: 10/03/2023] Open
Abstract
Objectives This systematic review and meta-analysis was conducted to provide an analysis of the published data about the effects of cognitive behavioral therapies on the depression of older adults with a diagnosis of Alzheimer's disease. Methods This study was performed following the PRISMA 2020 guidelines. The search was performed between March and April 2023, using four electronic databases: PubMed, Web of Science, Cinhal and Scopus. Different keywords combined with Boolean operators were utilized. Only 11 articles were included out of the initial 212. Results Cognitive behavioral therapy was found to reduce depression in individuals with Alzheimer's, including treatments with low frequency but a longer intervention time. Conclusion This systematic review and meta-analysis found that the psychosocial therapy cognitive behavioral therapy is effective in improving depression in individuals with a diagnosis of Alzheimer's. However, results are inconclusive due to the disparity of the findings and the heterogeneity of the applied protocols, so more studies are needed on this topic. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=416396, CRD42023416396.
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Affiliation(s)
- Ana María González-Martín
- Department of Education and Psychology, Faculty of Social Sciences, University of Atlántico Medio, Las Palmas, Spain
- Department of Psychology, Centro de Educación Superior de Enseñanza e Investigación Educativa, Madrid, Spain
| | - Agustín Aibar Almazán
- Department of Health Sciences, Faculty of Health Sciences, University of Jaén, Jaén, Spain
| | - Yulieth Rivas Campo
- Faculty of Human and Social Sciences, University of San Buenaventura-Cali, Cali, Colombia
| | - Noelia Rodríguez Sobrino
- Department of Education and Psychology, Faculty of Social Sciences, University of Atlántico Medio, Las Palmas, Spain
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Zolnoori M, Zolnour A, Topaz M. ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia. Artif Intell Med 2023; 143:102624. [PMID: 37673583 PMCID: PMC10483114 DOI: 10.1016/j.artmed.2023.102624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 06/22/2023] [Accepted: 07/08/2023] [Indexed: 09/08/2023]
Abstract
Alzheimer's disease and related dementias (ADRD) present a looming public health crisis, affecting roughly 5 million people and 11 % of older adults in the United States. Despite nationwide efforts for timely diagnosis of patients with ADRD, >50 % of them are not diagnosed and unaware of their disease. To address this challenge, we developed ADscreen, an innovative speech-processing based ADRD screening algorithm for the protective identification of patients with ADRD. ADscreen consists of five major components: (i) noise reduction for reducing background noises from the audio-recorded patient speech, (ii) modeling the patient's ability in phonetic motor planning using acoustic parameters of the patient's voice, (iii) modeling the patient's ability in semantic and syntactic levels of language organization using linguistic parameters of the patient speech, (iv) extracting vocal and semantic psycholinguistic cues from the patient speech, and (v) building and evaluating the screening algorithm. To identify important speech parameters (features) associated with ADRD, we used the Joint Mutual Information Maximization (JMIM), an effective feature selection method for high dimensional, small sample size datasets. Modeling the relationship between speech parameters and the outcome variable (presence/absence of ADRD) was conducted using three different machine learning (ML) architectures with the capability of joining informative acoustic and linguistic with contextual word embedding vectors obtained from the DistilBERT (Bidirectional Encoder Representations from Transformers). We evaluated the performance of the ADscreen on an audio-recorded patients' speech (verbal description) for the Cookie-Theft picture description task, which is publicly available in the dementia databank. The joint fusion of acoustic and linguistic parameters with contextual word embedding vectors of DistilBERT achieved F1-score = 84.64 (standard deviation [std] = ±3.58) and AUC-ROC = 92.53 (std = ±3.34) for training dataset, and F1-score = 89.55 and AUC-ROC = 93.89 for the test dataset. In summary, ADscreen has a strong potential to be integrated with clinical workflow to address the need for an ADRD screening tool so that patients with cognitive impairment can receive appropriate and timely care.
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Affiliation(s)
- Maryam Zolnoori
- Columbia University Medical Center, New York, NY, United States of America; School of Nursing, Columbia University, New York, NY, United States of America.
| | - Ali Zolnour
- School of Electrical and Computer Engineering, University of Tehran, Tehran, Iran
| | - Maxim Topaz
- Columbia University Medical Center, New York, NY, United States of America; School of Nursing, Columbia University, New York, NY, United States of America
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Zolnoori M, Barrón Y, Song J, Noble J, Burgdorf J, Ryvicker M, Topaz M. HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare. Int J Med Inform 2023; 177:105146. [PMID: 37454558 PMCID: PMC10529395 DOI: 10.1016/j.ijmedinf.2023.105146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 06/22/2023] [Accepted: 07/07/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND More than 50 % of patients with Alzheimer's disease and related dementia (ADRD) remain undiagnosed. This is specifically the case for home healthcare (HHC) patients. OBJECTIVES This study aimed at developing HomeADScreen, an ADRD risk screening model built on the combination of HHC patients' structured data and information extracted from HHC clinical notes. METHODS The study's sample included 15,973 HHC patients with no diagnosis of ADRD and 8,901 patients diagnosed with ADRD across four follow-up time windows. First, we applied two natural language processing methods, Word2Vec and topic modeling methods, to extract ADRD risk factors from clinical notes. Next, we built the risk identification model on the combination of the Outcome and Assessment Information Set (OASIS-structured data collected in the HHC setting) and clinical notes-risk factors across the four-time windows. RESULTS The top-performing machine learning algorithm attained an Area under the Curve = 0.76 for a four-year risk prediction time window. After optimizing the cut-off value for screening patients with ADRD (cut-off-value = 0.31), we achieved sensitivity = 0.75 and an F1-score = 0.63. For the first-year time window, adding clinical note-derived risk factors to OASIS data improved the overall performance of the risk identification model by 60 %. We observed a similar trend of increasing the model's overall performance across other time windows. Variables associated with increased risk of ADRD were "hearing impairment" and "impaired patient ability in the use of telephone." On the other hand, being "non-Hispanic White" and the "absence of impairment with prior daily functioning" were associated with a lower risk of ADRD. CONCLUSION HomeADScreen has a strong potential to be translated into clinical practice and assist HHC clinicians in assessing patients' cognitive function and referring them for further neurological assessment.
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Affiliation(s)
- Maryam Zolnoori
- Columbia University Irving Medical Center, New York, NY, USA; Center for Home Care Policy & Research, VNS Health, New York, NY, USA; School of Nursing, Columbia University, USA.
| | - Yolanda Barrón
- Center for Home Care Policy & Research, VNS Health, New York, NY, USA
| | | | - James Noble
- Columbia University Irving Medical Center, New York, NY, USA
| | - Julia Burgdorf
- Center for Home Care Policy & Research, VNS Health, New York, NY, USA
| | - Miriam Ryvicker
- Center for Home Care Policy & Research, VNS Health, New York, NY, USA
| | - Maxim Topaz
- Center for Home Care Policy & Research, VNS Health, New York, NY, USA; School of Nursing, Columbia University, USA
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Jeanneteau F. Stress and the risk of Alzheimer dementia: Can deconstructed engrams be rebuilt? J Neuroendocrinol 2023; 35:e13235. [PMID: 36775895 DOI: 10.1111/jne.13235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/20/2023] [Accepted: 01/21/2023] [Indexed: 01/26/2023]
Abstract
The exact neuropathological mechanism by which the dementia process unfolds is under intense scrutiny. The disease affects about 38 million people worldwide, 70% of which are clinically diagnosed with Alzheimer's disease (AD). If the destruction of synapses essential for learning, planning and decision-making is part of the problem, must the restoration of previously lost synapses be part of the solution? It is plausible that neuronal capacity to restitute information corresponds with the adaptive capacity of its connectivity reserve. A challenge will be to promote the functional connectivity that can compensate for the lost one. This will require better clarification of the remodeling of functional connectivity during the progression of AD dementia and its reversal upon experimental treatment. A major difficulty is to promote the neural pathways that are atrophied in AD dementia while suppressing others that are bolstered. Therapeutic strategies should aim at scaling functional connectivity to a just balance between the atrophic and hypertrophic systems. However, the exact factors that can help reach this objective are still unclear. Similarities between the effects of chronic stress and some neuropathological mechanisms underlying AD dementia support the idea that common components deserve prime attention as therapeutic targets.
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Affiliation(s)
- Freddy Jeanneteau
- Institut de génomique fonctionnelle, Université de Montpellier, INSERM, CNRS, Montpellier, France
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Aguree S, Zolnoori M, Atwood TP, Owora A. Association between choline supplementation and Alzheimer's disease risk: a systematic review protocol. Front Aging Neurosci 2023; 15:1242853. [PMID: 37700814 PMCID: PMC10493398 DOI: 10.3389/fnagi.2023.1242853] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 08/15/2023] [Indexed: 09/14/2023] Open
Abstract
Background and aims There is growing evidence suggesting choline intake might have beneficial effects on cognitive function in the elderly. However, some studies report no relationship between choline intake and cognitive function or improvement in Alzheimer's disease patients. This protocol is for a systematic review of choline intake and Alzheimer's disease that aims to assess the comparative clinical effectiveness of choline supplementation on Alzheimer's disease risk. Methods and analysis literature search will be performed in PubMed, MEDLINE, EMBASE, CINAHL, Scopus, Cochrane, and the Web of Science electronic databases from inception until October 2023. We will follow the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Studies will be included if they compared two different time points of choline biomarkers measures in men or women (65+) with Alzheimer's Disease. The risk of bias in the included studies will be assessed within the Covidence data-management software. Results This review will summarize the clinical trial and quasi-experimental evidence of choline intake on Alzheimer's disease risk for adults aged 65+. The results from all eligible studies included in the analysis will be presented in tables, text, and figures. A descriptive synthesis will present the characteristics of included studies (e.g., age, sex of participants, type, length of intervention and comparator, and outcome measures), critical appraisal results, and descriptions of the main findings. Discussion This systematic review will summarize the existing evidence on the association between Choline intake and AD and to make recommendations if appropriate. The results of this review will be considered with respect to whether there is enough evidence of benefit to merit a more definitive randomized controlled trial. The results will be disseminated through peer-reviewed journals population. Conclusion This protocol outlines the methodology for a systematic review of choline intake and AD. The resulting systematic review from this protocol will form an evidence-based foundation to advance nutrition care for individuals with AD or poor cognitive function. Systematic review registration http://www.crd.york.ac.uk/PROSPERO, identifier CRD42023395004.
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Affiliation(s)
- Sixtus Aguree
- Department of Applied Health Science, School of Public Health, Indiana University Bloomington, Bloomington, IN, United States
| | - Maryam Zolnoori
- Columbia University Irving Medical Center, New York, NY, United States
| | - Thea Patricia Atwood
- Department of Chemistry, Indiana University Bloomington, Bloomington, IN, United States
| | - Arthur Owora
- Department of Pediatrics, School of Medicine, Indiana University, Indianapolis, IN, United States
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Talukdar G, Orr HT, Lei Z. The PERK pathway: beneficial or detrimental for neurodegenerative diseases and tumor growth and cancer. Hum Mol Genet 2023; 32:2545-2557. [PMID: 37384418 PMCID: PMC10407711 DOI: 10.1093/hmg/ddad103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 06/04/2023] [Accepted: 06/05/2023] [Indexed: 07/01/2023] Open
Abstract
Protein kinase R (PKR)-like endoplasmic reticulum (ER) kinase (PERK) is one of the three major sensors in the unfolded protein response (UPR). The UPR is involved in the modulation of protein synthesis as an adaptive response. Prolonged PERK activity correlates with the development of diseases and the attenuation of disease severity. Thus, the current debate focuses on the role of the PERK signaling pathway either in accelerating or preventing diseases such as neurodegenerative diseases, myelin disorders, and tumor growth and cancer. In this review, we examine the current findings on the PERK signaling pathway and whether it is beneficial or detrimental for the above-mentioned disorders.
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Affiliation(s)
- Gourango Talukdar
- Institute for Translational Neuroscience and Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
| | - Harry T Orr
- Institute for Translational Neuroscience and Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Zhixin Lei
- Institute for Translational Neuroscience and Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
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Zhang Y, Fan W, Chen X, Li W. The Objective Dementia Severity Scale Based on MRI with Contrastive Learning: A Whole Brain Neuroimaging Perspective. SENSORS (BASEL, SWITZERLAND) 2023; 23:6871. [PMID: 37571654 PMCID: PMC10422209 DOI: 10.3390/s23156871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 07/25/2023] [Accepted: 07/29/2023] [Indexed: 08/13/2023]
Abstract
In the clinical treatment of Alzheimer's disease, one of the most important tasks is evaluating its severity for diagnosis and therapy. However, traditional testing methods are deficient, such as their susceptibility to subjective factors, incomplete evaluation, low accuracy, or insufficient granularity, resulting in unreliable evaluation scores. To address these issues, we propose an objective dementia severity scale based on MRI (ODSS-MRI) using contrastive learning to automatically evaluate the neurological function of patients. The approach utilizes a deep learning framework and a contrastive learning strategy to mine relevant information from structural magnetic resonance images to obtain the patient's neurological function level score. Given that the model is driven by the patient's whole brain imaging data, but without any possible biased manual intervention or instruction from the physician or patient, it provides a comprehensive and objective evaluation of the patient's neurological function. We conducted experiments on the Alzheimer's disease Neuroimaging Initiative (ADNI) dataset, and the results showed that the proposed ODSS-MRI was correlated with the stages of AD 88.55% better than all existing methods. This demonstrates its efficacy to describe the neurological function changes of patients during AD progression. It also outperformed traditional psychiatric rating scales in discriminating different stages of AD, which is indicative of its superiority for neurological function evaluation.
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Affiliation(s)
- Yike Zhang
- School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China
- Image Processing and Intelligent Control Key Laboratory of the Education Ministry of China, Wuhan 430074, China
| | - Wenliang Fan
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Xi Chen
- School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China
- Image Processing and Intelligent Control Key Laboratory of the Education Ministry of China, Wuhan 430074, China
| | - Wei Li
- School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China
- Image Processing and Intelligent Control Key Laboratory of the Education Ministry of China, Wuhan 430074, China
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Clark CJ, Adler R, Xiang L, Shah SK, Cooper Z, Kim DH, Lin KJ, Hsu J, Lipsitz S, Weissman JS. Outcomes for patients with dementia undergoing emergency and elective colorectal surgery: A large multi-institutional comparative cohort study. Am J Surg 2023; 226:108-114. [PMID: 37031040 PMCID: PMC10330079 DOI: 10.1016/j.amjsurg.2023.03.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 02/22/2023] [Accepted: 03/13/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND Alzheimer's Disease and Related Dementias (ADRD) may result in poor surgical outcomes. The current study aims to characterize the risk of ADRD on outcomes for patients undergoing colorectal surgery. METHODS Colorectal surgery patients with and without ADRD from 2007 to 2017 were identified using electronic health record-linked Medicare claims data from two large health systems. Unadjusted and adjusted analyses were performed to evaluate postoperative outcomes. RESULTS 5926 patients (median age 74) underwent colorectal surgery of whom 4.8% (n = 285) had ADRD. ADRD patients were more likely to undergo emergent operations (27.7% vs. 13.6%, p < 0.001) and be discharged to a facility (49.8% vs 28.9%, p < 0.001). After multi-variable adjustment, ADRD patients were more likely to have complications (61.1% vs 48.3%, p < 0.001) and required longer hospitalization (7.1 vs 6.1 days, p = 0.001). CONCLUSIONS The diagnosis of ADRD is an independent risk factor for prolonged hospitalization and postoperative complications after colorectal surgery.
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Affiliation(s)
- Clancy J Clark
- Division of Surgical Oncology, Department of General Surgery, Wake Forest University Baptist Medical Center, Winston-Salem, NC, USA.
| | - Rachel Adler
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Lingwei Xiang
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Samir K Shah
- Division of Vascular Surgery, Department of General Surgery, University of Florida, Gainesville, FL, USA
| | - Zara Cooper
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Dae Hyun Kim
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, MA, USA
| | - Kueiyu Joshua Lin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - John Hsu
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Stuart Lipsitz
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Joel S Weissman
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
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Bagheri S, Haddadi R, Saki S, Kourosh-Arami M, Rashno M, Mojaver A, Komaki A. Neuroprotective effects of coenzyme Q10 on neurological diseases: a review article. Front Neurosci 2023; 17:1188839. [PMID: 37424991 PMCID: PMC10326389 DOI: 10.3389/fnins.2023.1188839] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 05/22/2023] [Indexed: 07/11/2023] Open
Abstract
Neurological disorders affect the nervous system. Biochemical, structural, or electrical abnormalities in the spinal cord, brain, or other nerves lead to different symptoms, including muscle weakness, paralysis, poor coordination, seizures, loss of sensation, and pain. There are many recognized neurological diseases, like epilepsy, Alzheimer's disease (AD), Parkinson's disease (PD), multiple sclerosis (MS), stroke, autosomal recessive cerebellar ataxia 2 (ARCA2), Leber's hereditary optic neuropathy (LHON), and spinocerebellar ataxia autosomal recessive 9 (SCAR9). Different agents, such as coenzyme Q10 (CoQ10), exert neuroprotective effects against neuronal damage. Online databases, such as Scopus, Google Scholar, Web of Science, and PubMed/MEDLINE were systematically searched until December 2020 using keywords, including review, neurological disorders, and CoQ10. CoQ10 is endogenously produced in the body and also can be found in supplements or foods. CoQ10 has antioxidant and anti-inflammatory effects and plays a role in energy production and mitochondria stabilization, which are mechanisms, by which CoQ10 exerts its neuroprotective effects. Thus, in this review, we discussed the association between CoQ10 and neurological diseases, including AD, depression, MS, epilepsy, PD, LHON, ARCA2, SCAR9, and stroke. In addition, new therapeutic targets were introduced for the next drug discoveries.
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Affiliation(s)
- Shokufeh Bagheri
- Department of Neuroscience, School of Science and Advanced Technologies in Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Rasool Haddadi
- Department of Pharmacology, School of Pharmacy, Hamadan University of Medical Science, Hamadan, Iran
| | - Sahar Saki
- Department of Neuroscience, School of Science and Advanced Technologies in Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Masoumeh Kourosh-Arami
- Department of Neuroscience, School of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Masome Rashno
- Asadabad School of Medical Sciences, Asadabad, Iran
- Student Research Committee, Asadabad School of Medical Sciences, Asadabad, Iran
| | - Ali Mojaver
- Department of Neuroscience, School of Science and Advanced Technologies in Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Alireza Komaki
- Department of Neuroscience, School of Science and Advanced Technologies in Medicine, Hamadan University of Medical Sciences, Hamadan, Iran
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Fong V, Kanuri B, Traubert O, Lui M, Patel SB. Behavioral and metabolic and effects of ABCG4 KO in the APPswe,Ind (J9) mouse model of Alzheimer's disease. RESEARCH SQUARE 2023:rs.3.rs-3014093. [PMID: 37333297 PMCID: PMC10275060 DOI: 10.21203/rs.3.rs-3014093/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
The pathogenesis of Alzheimer's disease (AD) is complex and involves an imbalance between production and clearance of amyloid-ß peptides (Aß), resulting in accumulation of Aß in senile plaques. Hypercholesterolemia is a major risk factor for developing AD, with cholesterol shown to accumulate in senile plaques and increase production of Aß. ABCG4 is a member of the ATP-binding cassette transporters predominantly expressed in the CNS, and has been suggested to play a role in cholesterol and Aß efflux from the brain. In this study, we bred Abcg4 knockout (KO) with the APPSwe,Ind (J9) mouse model of AD to test the hypothesis that loss of Abcg4 would exacerbate the AD phenotype. Unexpectedly, no differences were observed in Novel object recognition (NOR) and Novel object placement (NOP) behavioral tests, or on histologic examinations of brain tissues for senile plaque numbers. Furthermore, clearance of radiolabeled Aß from the brains did not differ between Abcg4 KO and control mice. Metabolic testing by indirect calorimetry, glucose tolerance test (GTT) and insulin tolerance test (ITT), were also mostly similar between groups with only a few mild metabolic differences noted. Overall these data suggest that the loss of ABCG4 did not exacerbate the AD phenotype.
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Affiliation(s)
- Vincent Fong
- Department of Internal Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati
| | - Babunageswararao Kanuri
- Department of Internal Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati
| | - Owen Traubert
- Department of Internal Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati
| | - Min Lui
- Department of Pathology & Laboratory Medicine, University of Cincinnati
| | - Shailendra B Patel
- Department of Internal Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati
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Waigi EW, Webb RC, Moss MA, Uline MJ, McCarthy CG, Wenceslau CF. Soluble and insoluble protein aggregates, endoplasmic reticulum stress, and vascular dysfunction in Alzheimer's disease and cardiovascular diseases. GeroScience 2023; 45:1411-1438. [PMID: 36823398 PMCID: PMC10400528 DOI: 10.1007/s11357-023-00748-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 01/28/2023] [Indexed: 02/25/2023] Open
Abstract
Dementia refers to a particular group of symptoms characterized by difficulties with memory, language, problem-solving, and other thinking skills that affect a person's ability to perform everyday activities. Alzheimer's disease (AD) is the most common form of dementia, affecting about 6.2 million Americans aged 65 years and older. Likewise, cardiovascular diseases (CVDs) are a major cause of disability and premature death, impacting 126.9 million adults in the USA, a number that increases with age. Consequently, CVDs and cardiovascular risk factors are associated with an increased risk of AD and cognitive impairment. They share important age-related cardiometabolic and lifestyle risk factors, that make them among the leading causes of death. Additionally, there are several premises and hypotheses about the mechanisms underlying the association between AD and CVD. Although AD and CVD may be considered deleterious to health, the study of their combination constitutes a clinical challenge, and investigations to understand the mechanistic pathways for the cause-effect and/or shared pathology between these two disease constellations remains an active area of research. AD pathology is propagated by the amyloid β (Aβ) peptides. These peptides give rise to small, toxic, and soluble Aβ oligomers (SPOs) that are nonfibrillar, and it is their levels that show a robust correlation with the extent of cognitive impairment. This review will elucidate the interplay between the effects of accumulating SPOs in AD and CVDs, the resulting ER stress response, and their role in vascular dysfunction. We will also address the potential underlying mechanisms, including the possibility that SPOs are among the causes of vascular injury in CVD associated with cognitive decline. By revealing common mechanistic underpinnings of AD and CVD, we hope that novel experimental therapeutics can be designed to reduce the burden of these devastating diseases. Graphical abstract Alzheimer's disease (AD) pathology leads to the release of Aβ peptides, and their accumulation in the peripheral organs has varying effects on various components of the cardiovascular system including endoplasmic reticulum (ER) stress and vascular damage. Image created with BioRender.com.
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Affiliation(s)
- Emily W Waigi
- Cardiovascular Translational Research Cententer (CTRC), Department of Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, SC, USA
| | - R Clinton Webb
- Cardiovascular Translational Research Cententer (CTRC), Department of Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, SC, USA
- Biomedical Engineering Program, Univeristy of South Carolina, Columbia, SC, USA
| | - Melissa A Moss
- Biomedical Engineering Program, Univeristy of South Carolina, Columbia, SC, USA
- Department of Chemical Engineering, University of South Carolina, Columbia, SC, USA
| | - Mark J Uline
- Biomedical Engineering Program, Univeristy of South Carolina, Columbia, SC, USA
- Department of Chemical Engineering, University of South Carolina, Columbia, SC, USA
| | - Cameron G McCarthy
- Cardiovascular Translational Research Cententer (CTRC), Department of Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, SC, USA
- Biomedical Engineering Program, Univeristy of South Carolina, Columbia, SC, USA
| | - Camilla Ferreira Wenceslau
- Cardiovascular Translational Research Cententer (CTRC), Department of Cell Biology and Anatomy, University of South Carolina School of Medicine, Columbia, SC, USA.
- Biomedical Engineering Program, Univeristy of South Carolina, Columbia, SC, USA.
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Kong W, Xu Y, Wang S, Wei K, Wen G, Yu Y, Zhu Y. A Novel Longitudinal Phenotype-Genotype Association Study Based on Deep Feature Extraction and Hypergraph Models for Alzheimer's Disease. Biomolecules 2023; 13:biom13050728. [PMID: 37238598 DOI: 10.3390/biom13050728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 03/30/2023] [Accepted: 04/18/2023] [Indexed: 05/28/2023] Open
Abstract
Traditional image genetics primarily uses linear models to investigate the relationship between brain image data and genetic data for Alzheimer's disease (AD) and does not take into account the dynamic changes in brain phenotype and connectivity data across time between different brain areas. In this work, we proposed a novel method that combined Deep Subspace reconstruction with Hypergraph-Based Temporally-constrained Group Sparse Canonical Correlation Analysis (DS-HBTGSCCA) to discover the deep association between longitudinal phenotypes and genotypes. The proposed method made full use of dynamic high-order correlation between brain regions. In this method, the deep subspace reconstruction technique was applied to retrieve the nonlinear properties of the original data, and hypergraphs were used to mine the high-order correlation between two types of rebuilt data. The molecular biological analysis of the experimental findings demonstrated that our algorithm was capable of extracting more valuable time series correlation from the real data obtained by the AD neuroimaging program and finding AD biomarkers across multiple time points. Additionally, we used regression analysis to verify the close relationship between the extracted top brain areas and top genes and found the deep subspace reconstruction approach with a multi-layer neural network was helpful in enhancing clustering performance.
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Affiliation(s)
- Wei Kong
- College of Information Engineering, Shanghai Maritime University, 1550 Haigang Ave., Shanghai 201306, China
| | - Yufang Xu
- College of Information Engineering, Shanghai Maritime University, 1550 Haigang Ave., Shanghai 201306, China
| | - Shuaiqun Wang
- College of Information Engineering, Shanghai Maritime University, 1550 Haigang Ave., Shanghai 201306, China
| | - Kai Wei
- Bio-Med Big Data Center, CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Gen Wen
- Department of Orthopedic Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
| | - Yaling Yu
- Department of Orthopedic Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
- Institute of Microsurgery on Extremities, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai 200233, China
| | - Yuemin Zhu
- CREATIS UMR 5220, U1294, CNRS, Inserm, INSA Lyon, University Lyon, 69621 Lyon, France
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Shim JI, Byun G, Lee JTT. Long-term exposure to particulate matter and risk of Alzheimer's disease and vascular dementia in Korea: a national population-based Cohort Study. Environ Health 2023; 22:35. [PMID: 37060077 PMCID: PMC10105439 DOI: 10.1186/s12940-023-00986-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 03/29/2023] [Indexed: 05/04/2023]
Abstract
BACKGROUND The prevalence of age-related neurodegenerative diseases has risen in conjunction with an increase in life expectancy. Although there is emerging evidence that air pollution might accelerate or worsen dementia progression, studies on Asian regions remains limited. This study aimed to investigate the relationship between long-term exposure to PM10 and the risk of developing Alzheimer's disease and vascular dementia in the elderly population in South Korea. METHODS The baseline population was 1.4 million people aged 65 years and above who participated in at least one national health checkup program from the National Health Insurance Service between 2008 and 2009. A nationwide retrospective cohort study was designed, and patients were followed from the date of cohort entry (January 1, 2008) to the date of dementia occurrence, death, moving residence, or the end of the study period (December 31, 2019), whichever came first. Long-term average PM10 exposure variable was constructed from national monitoring data considering time-dependent exposure. Extended Cox proportional hazard models with time-varying exposure were used to estimate hazard ratios (HR) for Alzheimer's disease and vascular dementia. RESULTS A total of 1,436,361 participants were selected, of whom 167,988 were newly diagnosed with dementia (134,811 with Alzheimer's disease and 12,215 with vascular dementia). The results show that for every 10 µg/m3 increase in PM10, the HR was 0.99 (95% CI 0.98-1.00) for Alzheimer's disease and 1.05 (95% CI 1.02-1.08) for vascular dementia. Stratified analysis according to sex and age group showed that the risk of vascular dementia was higher in men and in those under 75 years of age. CONCLUSION The results found that long-term PM10 exposure was significantly associated with the risk of developing vascular dementia but not with Alzheimer's disease. These findings suggest that the mechanism behind the PM10-dementia relationship could be linked to vascular damage.
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Affiliation(s)
- Jung-Im Shim
- College of Health Science, Korea University, Seoul, 02841, Republic of Korea.
- Division of Healthcare Technology Assessment Research, National Evidence-based Healthcare Collaborating Agency, Seoul, 04933, Republic of Korea.
| | - Garam Byun
- Interdisciplinary Program in Precision Public Health, Korea University, Seoul, 02841, Korea
| | - Jong-Tae T Lee
- College of Health Science, Korea University, Seoul, 02841, Republic of Korea.
- Interdisciplinary Program in Precision Public Health, Korea University, Seoul, 02841, Korea.
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Lee S, Lee N, Kirkpatrick CE. Effects of Communication Source and Racial Representation in Clinical Trial Recruitment Flyers. HEALTH COMMUNICATION 2023; 38:790-802. [PMID: 34530661 PMCID: PMC8924020 DOI: 10.1080/10410236.2021.1976361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
The current study was designed to examine effective message strategies that can be employed in designing mediated communication messages to improve clinical trial research participation. In the study, a total of 300 participants completed an online experiment in which they responded to five different clinical trial recruitment advertisements whose information sources varied in their credentials and race. Overall, peer-featured ads in which previous clinical trial participants communicated their prior experience in clinical trial participation, compared to expert-featured ads in which medical doctors communicated information about clinical trials, led to higher message and topic relevance, higher message credibility, more favorable attitudes toward clinical trials, and higher intentions to participate in future clinical trials. Further, there was a statistically significant interaction among source credentials, racial match (between source and participant), and participant's race on message and topic relevance such that both White and Black participants rated ads from racially mismatched peers highly effective (greater message and topic relevance); however, for doctor featured ads, White participants reported higher message and topic relevance for racially matched (White doctor) ads, and Black participants reported higher message and topic relevance for racially mismatched (White doctor) ads. We discuss theoretical and practical implications.
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Affiliation(s)
- Sungkyoung Lee
- Strategic Communication, School of Journalism, University of Missouri
| | - Namyeon Lee
- Department of Mass Communication, University of North Carolina at Pembroke
| | - Ciera Elaine Kirkpatrick
- Advertising and Public Relations, College of Journalism and Mass Communications, University of Nebraska-Lincoln
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Shaw AR, Lofton S, Vidoni ED. A Virtual Photovoice Study of Older African Americans Perceptions of Neurovascular Clinical Trials. Alzheimer Dis Assoc Disord 2023; 37:113-119. [PMID: 36944170 PMCID: PMC10219665 DOI: 10.1097/wad.0000000000000550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 01/17/2023] [Indexed: 03/23/2023]
Abstract
BACKGROUND Alzheimer disease (AD) poses a major public health crisis, especially among African Americans (AAs) who are up to 3 times more likely to develop AD compared with non-Hispanic Whites. Moreover, cardiovascular risk factors represent a precursor to cognitive decline, which contributes to racial/ethnic disparities seen within AD. Despite these disparities, AAs are underrepresented in neurovascular research. The purpose of this qualitative virtual photovoice project is to explore how older Midwestern AAs perceive neurovascular clinical trials. METHODS Five photovoice sessions were held virtually over a 3-month period. Participants took photos each week that captured the salient features of their environment that described their perceptions and experiences related to neurovascular clinical trials. Structured discussion using the SHOWED method was used to generate new understandings about the perspectives and experiences in neurovascular clinical trials. Data was analyzed using strategies in participatory visual research. RESULTS A total of 10 AAs aged 55 years and older participated and a total of 6 themes emerged from the photovoice group discussions. CONCLUSION Findings from this study inform the development of culturally appropriate research protocols and effective recruitment strategies to enhance participation among older AAs in neurovascular clinical trials.
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Affiliation(s)
- Ashley R. Shaw
- Department of Neurology, University of Kansas Medical Center, Kansas City, KS
| | - Saria Lofton
- College of Nursing, University of Illinois Chicago, Chicago, IL
| | - Eric D. Vidoni
- Department of Neurology, University of Kansas Medical Center, Kansas City, KS
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Medina LD, Woods SP, Mullen R, John SE, Kunik M, Pressman P, Moeller S, Martinez M, Arroyo Miranda M, Stocker M, Lopez‐Esquibel N, Vardeman J. A boot camp translation of Alzheimer's disease in Hispanic/Latino communities. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2023; 9:e12390. [PMID: 37228576 PMCID: PMC10203540 DOI: 10.1002/trc2.12390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 04/10/2023] [Accepted: 04/20/2023] [Indexed: 05/27/2023]
Abstract
Introduction Hispanics/Latinos (H/Ls) are significantly underrepresented in Alzheimer's disease (AD) research participant samples. This exclusion limits our interpretation of research findings and understanding of the causes of brain health disparities. The Engaging Communities of Hispanics/Latinos for Aging Research (ECHAR) Network was created to engage, educate, and motivate H/Ls for participation in brain aging research by addressing several barriers to inclusion, including health literacy and AD-related communication. Methods We used a novel community-engaged method-Boot Camp Translation (BCT)-to translate medical jargon into action-based, community-relevant messages. H/L community members (n = 39) were recruited from three cities to work with local research teams and co-develop culturally responsive AD-related messaging. BCT meetings leveraged various techniques to identify key messages, the target audience for the messages, and methods to disseminate these messages. Themes were constructed collaboratively between BCT facilitators and community members as the group iteratively refined the conceptual framework and language for the main messages, with the goal to make AD messaging accessible for H/L community members. Results H/L community members showed significant improvements in subjective understanding (Cohen's d = 0.75; P < 0.001) and objective knowledge of Alzheimer's disease (Cohen's d = 0.79; P < 0.001) at BCT completion. H/L community members identified key messages that converged for all three cities. These were related to reducing stigma, emphasizing brain health and risk mitigation, and acknowledging the impact of AD on multi-generational families/households. Participants also recommended sharing these messages with H/Ls across the lifespan using multi-media avenues. Discussion The collaborative efforts identified culturally responsive and community-relevant messaging that may help address health literacy barriers contributing to AD-related disparities in H/L communities. HIGHLIGHTS Hispanics/Latinos are underrepresented in Alzheimer's disease and related dementias (ADRD) research despite increased risk.Limited ADRD health literacy may act as a recruitment barrier.Boot Camp Translation (BCT) is a process that targets health communication.We carried out BCT in three cities to co-develop ADRD messaging.Results highlight regional similarities and differences in ADRD communication.
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Affiliation(s)
- Luis D. Medina
- Department of PsychologyUniversity of HoustonHoustonTexasUSA
- Menninger Department of Psychiatry and Behavioral ScienceBaylor College of MedicineHoustonTexasUSA
| | | | - Rebecca Mullen
- Department of Family Medicine, School of MedicineAnschutz Medical CampusUniversity of ColoradoAuroraColoradoUSA
| | | | - Mark Kunik
- Menninger Department of Psychiatry and Behavioral ScienceBaylor College of MedicineHoustonTexasUSA
| | - Peter Pressman
- Department of Neurology, School of MedicineAnschutz Medical CampusUniversity of ColoradoAuroraColoradoUSA
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Alamro H, Thafar MA, Albaradei S, Gojobori T, Essack M, Gao X. Exploiting machine learning models to identify novel Alzheimer’s disease biomarkers and potential targets. Sci Rep 2023; 13:4979. [PMID: 36973386 PMCID: PMC10043000 DOI: 10.1038/s41598-023-30904-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 03/03/2023] [Indexed: 03/29/2023] Open
Abstract
AbstractWe still do not have an effective treatment for Alzheimer's disease (AD) despite it being the most common cause of dementia and impaired cognitive function. Thus, research endeavors are directed toward identifying AD biomarkers and targets. In this regard, we designed a computational method that exploits multiple hub gene ranking methods and feature selection methods with machine learning and deep learning to identify biomarkers and targets. First, we used three AD gene expression datasets to identify 1/ hub genes based on six ranking algorithms (Degree, Maximum Neighborhood Component (MNC), Maximal Clique Centrality (MCC), Betweenness Centrality (BC), Closeness Centrality, and Stress Centrality), 2/ gene subsets based on two feature selection methods (LASSO and Ridge). Then, we developed machine learning and deep learning models to determine the gene subset that best distinguishes AD samples from the healthy controls. This work shows that feature selection methods achieve better prediction performances than the hub gene sets. Beyond this, the five genes identified by both feature selection methods (LASSO and Ridge algorithms) achieved an AUC = 0.979. We further show that 70% of the upregulated hub genes (among the 28 overlapping hub genes) are AD targets based on a literature review and six miRNA (hsa-mir-16-5p, hsa-mir-34a-5p, hsa-mir-1-3p, hsa-mir-26a-5p, hsa-mir-93-5p, hsa-mir-155-5p) and one transcription factor, JUN, are associated with the upregulated hub genes. Furthermore, since 2020, four of the six microRNA were also shown to be potential AD targets. To our knowledge, this is the first work showing that such a small number of genes can distinguish AD samples from healthy controls with high accuracy and that overlapping upregulated hub genes can narrow the search space for potential novel targets.
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Tanguturi P, Streicher JM. The role of opioid receptors in modulating Alzheimer's Disease. Front Pharmacol 2023; 14:1056402. [PMID: 36937877 PMCID: PMC10014470 DOI: 10.3389/fphar.2023.1056402] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 02/20/2023] [Indexed: 03/06/2023] Open
Abstract
Alzheimer's disease (AD) is a complex neurological disorder characterized by accumulation of amyloid plaques and neurofibrillary tangles. Long term investigation of AD pathogenesis suggests that β-site amyloid precursor protein [APP] cleaving enzyme 1 (BACE1) and γ-secretase enzymes promote the amyloidogenic pathway and produce toxic Aβ peptides that are predisposed to aggregate in the brain. Hence, the targeted inhibition of BACE1/γ-secretase expression and function is a promising approach for AD therapy. Several reports have suggested that the opioid family of G-protein coupled receptors modulate the etiology of AD progression. It has also been found that changes in the signaling pathways of opioid receptors increased the expression of BACE1 and γ-secretase, and is strongly correlated with abnormal production of Aβ and pathogenesis of AD. Thus, the opioid receptor family is a promising candidate for targeted drug development to treat AD. In this review, we outline the involvement and mechanisms of opioid receptor signaling modulation in Alzheimer's Disease progression.
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Affiliation(s)
- Parthasaradhireddy Tanguturi
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ, United States
- Comprehensive Pain and Addiction Center, University of Arizona, Tucson, AZ, United States
| | - John M. Streicher
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ, United States
- Comprehensive Pain and Addiction Center, University of Arizona, Tucson, AZ, United States
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