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De Donato R, Maiorana NV, Vergari M, De Sandi A, Naci A, Aglieco G, Albizzati T, Guidetti M, Ferrara R, Bocci T, Barbieri S, Ferrucci R, Priori A. 'Knock down the brain': a nonlinear analysis of electroencephalography to study the effects of sub-concussion in boxers. Eur J Neurol 2024:e16411. [PMID: 39275911 DOI: 10.1111/ene.16411] [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: 03/14/2024] [Revised: 06/24/2024] [Accepted: 06/30/2024] [Indexed: 09/16/2024]
Abstract
BACKGROUND AND PURPOSE Boxing is associated with a high risk of head injuries and increases the likelihood of chronic traumatic encephalopathy. This study explores the effects of sub-concussive impacts on boxers by applying both linear and nonlinear analysis methods to electroencephalogram (EEG) data. METHODS Twenty-one boxers were selected (mean ± SD, age 28.38 ± 5.5 years; weight 67.55 ± 8.90 kg; years of activity 6.76 ± 5.45; education 14.19 ± 3.08 years) and divided into 'beginner' and 'advanced' groups. The Montreal Cognitive Assessment and the Frontal Assessment Battery were administered; EEG data were collected in both eyes-open (EO) and eyes-closed (EC) conditions during resting states. Analyses of EEG data included normalized power spectral density (nPSD), power law exponent (PLE), detrended fluctuation analysis and multiscale entropy. Statistical analyses were used to compare the groups. RESULTS Significant differences in nPSD and PLE were observed between the beginner and advanced boxers, with advanced boxers showing decreased mean nPSD and PLE (nPSD 4-7 Hz, p = 0.013; 8-13 Hz, p = 0.003; PLE frontal lobe F3 EC, p = 0.010). Multiscale entropy analysis indicated increased entropy at lower frequencies and decreased entropy at higher frequencies in advanced boxers (F3 EC, p = 0.024; occipital lobe O1 EO, p = 0.029; occipital lobe O2 EO, p = 0.036). These changes are similar to those seen in Alzheimer's disease. CONCLUSION Nonlinear analysis of EEG data shows potential as a neurophysiological biomarker for detecting the asymptomatic phase of chronic traumatic encephalopathy in boxers. This methodology could help monitor athletes' health and reduce the risk of future neurological injuries in sports.
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Affiliation(s)
- Renato De Donato
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
- Aldo Ravelli Research Centre, Department of Health Science, University of Milan, Milan, Italy
| | | | - Maurizio Vergari
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Angelica De Sandi
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Anisa Naci
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giada Aglieco
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Tommaso Albizzati
- Aldo Ravelli Research Centre, Department of Health Science, University of Milan, Milan, Italy
| | - Matteo Guidetti
- Aldo Ravelli Research Centre, Department of Health Science, University of Milan, Milan, Italy
| | - Rosanna Ferrara
- Aldo Ravelli Research Centre, Department of Health Science, University of Milan, Milan, Italy
| | - Tommaso Bocci
- Aldo Ravelli Research Centre, Department of Health Science, University of Milan, Milan, Italy
- ASST Santi Paolo e Carlo, University Hospital, Milan, Italy
| | - Sergio Barbieri
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Roberta Ferrucci
- Aldo Ravelli Research Centre, Department of Health Science, University of Milan, Milan, Italy
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Oncology and Emato-Oncology, University of Milan, Milan, Italy
| | - Alberto Priori
- Aldo Ravelli Research Centre, Department of Health Science, University of Milan, Milan, Italy
- ASST Santi Paolo e Carlo, University Hospital, Milan, Italy
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Tak H, Anirudh J, Chattopadhyay A, Naick BH. Argonaute protein assisted drug discovery for miRNA-181c-5p and target gene ATM translation repression: a computational approach. Mol Divers 2024:10.1007/s11030-024-10855-3. [PMID: 39026118 DOI: 10.1007/s11030-024-10855-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 03/21/2024] [Indexed: 07/20/2024]
Abstract
The miRNA binds to AGO's seed region, prompting the exploration of small molecules that can offset miRNA repression of target mRNA. This miRNA-181c-5p was found to be upregulated in the chronic traumatic encephalopathy, a prevalent neurodegenerative disease in contact sports and military personals. The research aimed to identify compounds that disrupt the AGO-assisted loop formation between miRNA-181c-5p and ATM, consequently repressing the translation of ATM. Target genes from commonly three databases (DIANA-microT-CDS, miRDB, RNA22 and TargetScan) were subjected to functional annotation and clustering analysis using DAVID bioinformatics tool. Haddock server were employed to make miRNA-181c-5p:ATM-AGO complex. A total of 2594 small molecules were screened using Glide XP based on their highest binding affinity towards the complex, through a three-phase docking approach. The top 5 compounds (DB00674-Galantamine, DB00371-Meprobamate, DB00694-Daunorubicin, DB00837-Progabide, and DB00851-Dacarbazine) were further analyzed for stability in the miRNA-181c-5p:ATM-AGO-ligand complex interaction using GROMACS (version 2023.2). Hence, these findings suggest that these molecules hold potential for facilitating AGO-assisted repression of ATM gene translation.
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Affiliation(s)
- Harshita Tak
- Department of Sports Biosciences, School of Sports Science, Central University of Rajasthan, Ajmer, India
| | - Jivanage Anirudh
- Department of Sports Biosciences, School of Sports Science, Central University of Rajasthan, Ajmer, India
| | - Arpan Chattopadhyay
- Department of Sports Biosciences, School of Sports Science, Central University of Rajasthan, Ajmer, India
| | - B Hemanth Naick
- Department of Sports Biosciences, School of Sports Science, Central University of Rajasthan, Ajmer, India.
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Abstract
Parkinson's disease (PD) is the second most common neurodegenerative disease and has a growing socioeconomic impact due to demographic changes in the industrial nations. There are several forms of PD, a fraction of which (<5%) are monogenic, i. e. caused by mutations in single genes. At present, six genes have been established for the clinically classical form of parkinsonism including three autosomal dominantly (SNCA, LRRK2, VPS35) and three autosomal recessively inherited ones (Parkin, PINK1, DJ-1). In addition, there are a plethora of genes causing atypical forms of parkinsonism. In contrast, idiopathic PD is of a multifactorial nature. Genome-wide association studies have established a total of 26 genetic loci for this form of the disease; however, for most of these loci the underlying functional genetic variants have not yet been identified and the respective disease mechanisms remain unresolved. Furthermore, there are a number of environmental and life style factors that are associated with idiopathic PD. Exposure to pesticides and possibly a history of head trauma represent genuine risk factors. Other PD-associated factors, such as smoking and intake of coffee and alcohol may not represent risk factors per se and the cause-effect relationship has not yet been elucidated for most of these factors. A patient with a positive family history and/or an early age of disease onset should undergo counseling with respect to a possible monogenic form of the disease. Disease prediction based on genetic, environmental and life style factors is not yet possible for idiopathic PD and potential gene-specific therapies are currently in the development or early testing phase.
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Affiliation(s)
- C M Lill
- Institut für Neurogenetik, Universitätsklinikum Schleswig Holstein, Campus Lübeck, Universität zu Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Deutschland
| | - C Klein
- Institut für Neurogenetik, Universitätsklinikum Schleswig Holstein, Campus Lübeck, Universität zu Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Deutschland.
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Gaetz M. The multi-factorial origins of Chronic Traumatic Encephalopathy (CTE) symptomology in post-career athletes: The athlete post-career adjustment (AP-CA) model. Med Hypotheses 2017; 102:130-143. [PMID: 28478818 DOI: 10.1016/j.mehy.2017.03.023] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Accepted: 03/21/2017] [Indexed: 12/14/2022]
Abstract
CTE has two prominent components: the pathophysiology that is detected in the brain postmortem and the symptomology that is present in the interval between retirement and end of life. CTE symptomology has been noted to include memory difficulties, aggression, depression, explosivity, and executive dysfunction at early stages progressing to problems with attention, mood swings, visuospatial difficulties, confusion, progressive dementia, and suicidality (e.g. McKee et al. (2012), Omalu et al. (2010a-c), McKee et al. (2009)). There are a number of assumptions embedded within the current CTE literature: The first is the assumption that CTE symptomology reported by athletes and their families is the product of the pathophysiology change detected post-mortem (e.g. McKee et al. (2009)). At present, there is little scientific evidence to suggest that all CTE symptomology is the product of CTE pathophysiology. It has been assumed that CTE pathophysiology causes CTE symptomology (Meehan et al. (2015), Iverson et al. (2016)) but this link has never been scientifically validated. The purpose of the present work is to provide a multi-factorial theoretical framework to account for the symptomology reported by some athletes who sustain neurotrauma during their careers that will lead to a more systematic approach to understanding post-career symptomology. There is significant overlap between the case reports of athletes with post-mortem diagnoses of CTE, and symptom profiles of those with a history of substance use, chronic pain, and athlete career transition stress. The athlete post-career adjustment (AP-CA) model is intended to explain some of the symptoms that athletes experience at the end of their careers or during retirement. The AP-CA model consists of four elements: neurotrauma, chronic pain, substance use, and career transition stress. Based on the existing literature, it is clear that any one of the four elements of the AP-CA model can account for a significant number of CTE symptoms. In addition, depression can be a chronic lifelong co-morbid condition that may be present prior to an athletic career, or may be developed secondary to any of the model elements as shown in Fig. 1. Notably, neurotrauma is a necessary, but not a sufficient condition, for the development of CTE symptomology.
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Affiliation(s)
- Michael Gaetz
- Faculty of Health Sciences, University of the Fraser Valley, Chilliwack, BC, Canada.
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