61 results on '"Triggiani AI"'
Search Results
2. Relationship between RPE and blood lactate level after fatiguing handgrip exercise in taekwondo and sedentary subject
- Author
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Moscatelli F, Messina G, Valenzano A, Petito A, Triggiani AI, Ciliberti MAP, Monda V, Messina A, Tafuri D, Capranica L, Cibelli G, MONDA, Marcellino, Moscatelli, F, Messina, G, Valenzano, A, Petito, A, Triggiani, Ai, Ciliberti, Map, Monda, V, Messina, A, Tafuri, D, Capranica, L, Cibelli, G, and Monda, Marcellino
- Published
- 2015
3. Poor desynchronisation of resting-state eyes-open cortical alpha rhythms in obese subjects without eating disorders
- Author
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Del Percio, C, Triggiani, Ai, Marzano, N, Valenzano, A, De Rosas, M, Petito, A, Bellomo, A, Lecce, B, Mundi, C, Infarinato, F, Soricelli, Andrea, Limatola, C, Cibelli, G, and Babiloni, C.
- Published
- 2013
4. Neurophysiological Assessment of Alzheimer's Disease Individuals by a Single Electroencephalographic Marker
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Lizio, R, Del Percio, C, Marzano, N, Soricelli, A, Yener, GG, Başar, E, Mundi, C, De Rosa, S, Triggiani, AI, Ferri, R, Arnaldi, D, Nobili, FM, Cordone, S, Lopez, S, Carducci, F, Santi, G, Gesualdo, L, ROSSINI, PAOLO MARIA, Cavedo, E, Mauri, M, Frisoni, GB, Babiloni, C, Lizio, R, Del Percio, C, Marzano, N, Soricelli, A, Yener, GG, Başar, E, Mundi, C, De Rosa, S, Triggiani, AI, Ferri, R, Arnaldi, D, Nobili, FM, Cordone, S, Lopez, S, Carducci, F, Santi, G, Gesualdo, L, ROSSINI, PAOLO MARIA, Cavedo, E, Mauri, M, Frisoni, GB, and Babiloni, C
- Published
- 2015
5. Occipital sources of resting-state alpha rhythms are related to local gray matter density in subjects with amnesic mild cognitive impairment and Alzheimer's disease
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Babiloni, C, Del Percio, C, Boccardi, M, Lizio, R, Lopez, S, Carducci, F, Marzano, N, Soricelli, A, Ferri, R, Triggiani, Ai, Prestia, A, Salinari, S, Rasser, Pe, Basar, E, Famà, F, Nobili, F, Yener, G, Emek Savaş, Dd, Gesualdo, L, Mundi, C, Thompson, Pm, Rossini, Paolo Maria, Frisoni, Gb, Rossini, Paolo Maria (ORCID:0000-0003-2665-534X), Babiloni, C, Del Percio, C, Boccardi, M, Lizio, R, Lopez, S, Carducci, F, Marzano, N, Soricelli, A, Ferri, R, Triggiani, Ai, Prestia, A, Salinari, S, Rasser, Pe, Basar, E, Famà, F, Nobili, F, Yener, G, Emek Savaş, Dd, Gesualdo, L, Mundi, C, Thompson, Pm, Rossini, Paolo Maria, Frisoni, Gb, and Rossini, Paolo Maria (ORCID:0000-0003-2665-534X)
- Abstract
Occipital sources of resting-state electroencephalographic (EEG) alpha rhythms are abnormal, at the group level, in patients with amnesic mild cognitive impairment (MCI) and Alzheimer's disease (AD). Here, we evaluated the hypothesis that amplitude of these occipital sources is related to neurodegeneration in occipital lobe as measured by magnetic resonance imaging. Resting-state eyes-closed EEG rhythms were recorded in 45 healthy elderly (Nold), 100 MCI, and 90 AD subjects. Neurodegeneration of occipital lobe was indexed by weighted averages of gray matter density, estimated from structural MRIs. EEG rhythms of interest were alpha 1 (8-10.5 Hz) and alpha 2 (10.5-13 Hz). EEG cortical sources were estimated by low-resolution brain electromagnetic tomography. Results showed a positive correlation between occipital gray matter density and amplitude of occipital alpha 1 sources in Nold, MCI, and AD subjects as a whole group (r = 0.3, p = 0.000004, N = 235). Furthermore, there was a positive correlation between the amplitude of occipital alpha 1 sources and cognitive status as revealed by Mini Mental State Examination score across all subjects (r = 0.38, p = 0.000001, N = 235). Finally, amplitude of occipital alpha 1 sources allowed a moderate classification of individual Nold and AD subjects (sensitivity: 87.8%; specificity: 66.7%; area under the receiver operating characteristic curve: 0.81). These results suggest that the amplitude of occipital sources of resting-state alpha rhythms is related to AD neurodegeneration in occipital lobe along pathologic aging.
- Published
- 2015
6. Effects of acetylcholinesterase inhibitors and memantine on resting-state electroencephalographic rhythms in Alzheimer's disease patients
- Author
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Babiloni, C, Del Percio, C, Bordet, R, Bourriez, J, Bentivoglio, M, Payoux, P, Derambure, P, Dix, S, Infarinato, F, Lizio, R, Triggiani, Ai, Richardson, Jc, Rossini, Paolo Maria, Rossini, Paolo Maria (ORCID:0000-0003-2665-534X), Babiloni, C, Del Percio, C, Bordet, R, Bourriez, J, Bentivoglio, M, Payoux, P, Derambure, P, Dix, S, Infarinato, F, Lizio, R, Triggiani, Ai, Richardson, Jc, Rossini, Paolo Maria, and Rossini, Paolo Maria (ORCID:0000-0003-2665-534X)
- Abstract
Acetylcholinesterase inhibitors (AChEIs) are the most widely used symptomatic treatment for mild to severe Alzheimer's disease (AD) patients, while N-methyl-d-aspartic acid (NMDA) receptor antagonist memantine is licensed for use in moderate to severe AD patients. In this article, the effect of these compounds on resting state eyes-closed electroencephalographic (EEG) rhythms in AD patients is reviewed to form a knowledge platform for the European Innovative Medicine Initiative project "PharmaCog" (IMI Grant Agreement No. 115009) aimed at developing innovative translational models for drug testing in AD. Indeed, quite similar EEG experiments and the same kind of spectral data analysis can be performed in animal models of AD and in elderly individuals with prodromal or manifest AD. Several studies have shown that AChEIs affect both resting state EEG rhythms and cognitive functions in AD patients. After few weeks of successful treatment, delta (0-3 Hz) or theta (4-7 Hz) rhythms decrease, dominant alpha rhythms (8-10 Hz) increase, and cognitive functions slightly improve. Beneficial effects of these rhythms and cognitive functions were also found in AD responders to the long-term successful treatment (i.e. 6-12 months). In contrast, only one study has explored the long-term effects of memantine on EEG rhythms in AD patients, showing reduced theta rhythms. The present review enlightens the expected effects of AChEIs on resting state EEG rhythms in AD patients as promising EEG markers for the development of translational protocols both within the PharmaCog project and for wider use.
- Published
- 2013
7. Resting state cortical electroencephalographic rhythms and white matter vascular lesions in subjects with Alzheimer's disease: an Italian multicenter study
- Author
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Babiloni, C, Lizio, R, Carducci, F, Vecchio, Fabio Maria, Redolfi, A, Marino, S, Tedeschi, G, Montella, P, Guizzaro, A, Esposito, F, Bozzao, A, Giubilei, F, Orzi, F, Quattrocchi, Cc, Soricelli, A, Salvatore, Enrico, Baglieri, A, Bramanti, P, Cavedo, E, Ferri, R, Cosentino, F, Ferrara, Maria, Mundi, C, Grilli, G, Pugliese, S, Gerardi, G, Parisi, L, Vernieri, F, Triggiani, Ai, Pedersen, Jt, Hårdemark, H, Rossini, Paolo Maria, Frisoni, Gb, Vecchio, Fabio Maria (ORCID:0000-0002-9197-2264), Rossini, Paolo Maria (ORCID:0000-0003-2665-534X), Babiloni, C, Lizio, R, Carducci, F, Vecchio, Fabio Maria, Redolfi, A, Marino, S, Tedeschi, G, Montella, P, Guizzaro, A, Esposito, F, Bozzao, A, Giubilei, F, Orzi, F, Quattrocchi, Cc, Soricelli, A, Salvatore, Enrico, Baglieri, A, Bramanti, P, Cavedo, E, Ferri, R, Cosentino, F, Ferrara, Maria, Mundi, C, Grilli, G, Pugliese, S, Gerardi, G, Parisi, L, Vernieri, F, Triggiani, Ai, Pedersen, Jt, Hårdemark, H, Rossini, Paolo Maria, Frisoni, Gb, Vecchio, Fabio Maria (ORCID:0000-0002-9197-2264), and Rossini, Paolo Maria (ORCID:0000-0003-2665-534X)
- Abstract
Resting state electroencephalographic (EEG) rhythms do not deteriorate with the increase of white matter vascular lesion in amnesic mild cognitive impairment (MCI) subjects [1], although white matter is impaired along Alzheimer's disease (AD). Here we tested whether this is true even in AD subjects. Closed-eye resting state EEG data were recorded in 40 healthy elderly (Nold), 96 amnesic MCI, and 83 AD subjects. White matter vascular lesions were indexed by magnetic resonance imaging recorded in the MCI and AD subjects (about 42% of cases following ADNI standards). The MCI subjects were divided into two sub-groups based on the median of the white matter lesion, namely MCI+ (people with highest vascular load; n = 48) and MCI- (people with lowest vascular load; n = 48). The same was true for the AD subjects (AD+, n = 42; AD-, n = 41). EEG rhythms of interest were delta (2-4 Hz), theta (4-8 Hz), alpha1 (8-10.5 Hz), alpha2 (10.5-13 Hz), beta1 (13-20 Hz), beta2 (20-30 Hz), and gamma (30-40 Hz). LORETA software estimated cortical EEG sources. When compared to Nold group, MCI and AD groups showed well known abnormalities of delta and alpha sources. Furthermore, amplitude of occipital, temporal, and limbic alpha 1 sources were higher in MCI+ than MCI- group. As a novelty, amplitude of occipital delta sources was lower in AD+ than AD- group. Furthermore, central, parietal, occipital, temporal, and limbic alpha sources were higher in amplitude in AD+ than AD- group. Amplitude of these sources was correlated to global cognitive status (i.e., Mini Mental State Evaluation score). These results suggest that in amnesic MCI and AD subjects, resting state posterior delta and alpha EEG rhythms do not deteriorate with the increase of white-matter vascular lesion. These rhythms might be more sensitive to AD neurodegenerative processes and cognitive status rather than to concomitant lesions to white matter.
- Published
- 2011
8. Heart rate variability is reduced in underweight and overweight healthy adult women
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Antonio Ivano Triggiani, Stefano Villani, Antonio Federici, Michela Anna Pia Ciliberti, Claudio Babiloni, Marcellino Monda, Giuseppe Cibelli, Fiorenzo Moscatelli, Anna Valenzano, Giovanni Messina, Triggiani, Ai, Valenzano, A, Ciliberti, Ma, Moscatelli, F, Villani, S, Monda, Marcellino, Messina, G, Federici, A, Babiloni, C, and Cibelli, G.
- Subjects
Adult ,Cardiac function curve ,medicine.medical_specialty ,Time Factors ,Time Factor ,Adolescent ,Physiology ,Health Status ,030204 cardiovascular system & hematology ,Overweight ,Autonomic Nervous System ,Health Statu ,Body Mass Index ,Adult women ,Electrocardiography ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,underweight ,Thinness ,Heart Rate ,Physiology (medical) ,Internal medicine ,bioimpedance analysi ,Electric Impedance ,medicine ,Humans ,Heart rate variability ,autonomic nervous system ,bioimpedance analysis ,body mass index ,heart rate variability ,physiology ,physiology (medical) ,Adiposity ,Thinne ,Resting state fMRI ,business.industry ,Heart ,General Medicine ,Autonomic nervous system ,Linear Models ,Cardiology ,Linear Model ,Female ,Underweight ,medicine.symptom ,business ,Body mass index ,030217 neurology & neurosurgery ,Human - Abstract
Summary Heart rate variability (HRV) is altered in obese subjects, but whether this is true also in underweight (UW) subjects is still under debate. We investigated the HRV profile in a sample of healthy adult women and its association with adiposity. Five-minute resting state electrocardiographic activity was recorded in 69 subjects grouped according to their body mass index, [23 normal weight (NW), 23 overweight/obese (OW) and 23 UW). Body fat mass (FM) was measured by bio-impedance. Frequency- and time-domain analyses were performed. Compared to NW, UW and OW subjects showed a significant decrease in HRV indices, as revealed by spectral analysis. No differences were observed between UW and OW subjects. A second-order polynomial regression unveiled an inverted U-shaped relationship between FM extent and HRV indices. A decrease of HRV indices was associated with changes in FM extent, proving that in UW and OW subjects, the adaptive flexibility of autonomic cardiac function was reduced. These findings provide important clues to guide future studies addressed to determine how changes in adiposity and autonomic cardiac function may contribute to health risk.
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- 2015
- Full Text
- View/download PDF
9. Stress profile in remotely piloted aircraft crewmembers during 2 h operating mission
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Giovanna Zezza, Antonietta Messina, Andrea Viggiano, Antonio Ivano Triggiani, Giovanni Messina, Monica Salerno, Anna Valenzano, Fiorenzo Moscatelli, Raffaele Orsitto, Marco Carotenuto, Marcellino Monda, Giovanni Fiorentino, Vincenzo Monda, Giuseppe Cibelli, Maria Pina Mollica, Valenzano, Anna, Moscatelli, Fiorenzo, Messina, Antonietta, Monda, Vincenzo, Orsitto, Raffaele, Zezza, Giovanna, Fiorentino, Giovanni, Salerno, Monica, Triggiani, Antonio I., Viggiano, Andrea, Mollica, Maria P., Carotenuto, Marco, Monda, Marcellino, Cibelli, Giuseppe, Messina, Giovanni, Valenzano, A, Moscatelli, F, Messina, A, Monda, V, Orsitto, R, Zezza, G, Fiorentino, G, Salerno, M, Triggiani, Ai, Viggiano, A, Mollica, Mp, Carotenuto, M, Monda, M, Cibelli, G, and Messina, G.
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0301 basic medicine ,Remotely piloted aircraft ,Computer science ,Stre ,Physiology ,Stress ,lcsh:Physiology ,Fight-or-flight response ,03 medical and health sciences ,0302 clinical medicine ,Aeronautics ,Physiology (medical) ,Military ,medicine ,Stress profile ,Original Research ,A-amylase ,Drone ,Galvanic skin response ,Baseline values ,lcsh:QP1-981 ,Routine work ,α-amylase ,030104 developmental biology ,Autonomic reactivity ,Anxiety ,medicine.symptom ,Skin conductance ,030217 neurology & neurosurgery - Abstract
Emotional stability is a key component for individual and team performance during both routine work and management of unexpected emergencies. Using a psycho-physiological approach operating the stress response was investigated in drone operators during operating conditions. Methods. Salivary-amylase (sAA), galvanic skin response (GSR) and anxiety were assessed over a 2-hours operating flight. Results. Compared to baseline values, operating GSR and sAA values increased in operating conditions. Moreover, these values were higher in Pilots than in Sensor Operators, indicating that their stress response was greater. These results were associated with an increase in anxiety level, highlighting a relationship between autonomic reactivity and anxiety component. Conclusions. This is the first report providing experimental evidences of the stress response related to Remotely Piloted Aircraft operations.
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- 2018
10. Maternal stress and coping strategies in developmental Dyslexia: An Italian multicenter study
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Michele Roccella, Anna Valenzano, Maria Ruberto, Rosa Marotta, Giuseppe Cibelli, Simone Pisano, Valentina Lanzara, Agata Maltese, Antonietta Messina, Alessandra Piccorossi, Alberto Verrotti, Lucia Parisi, Maria Esposito, Diego Iacono, Marcellino Monda, Antonio Ivano Triggiani, Roberta Ida Ferrentino, Giovanni Messina, Serena Marianna Lavano, Marco Carotenuto, Beatrice Gallai, Francesco Precenzano, Anna Nunzia Polito, Margherita Salerno, Francesco Lavano, Vincenzo Monda, Carotenuto, Marco, Messina, Antonietta, Monda, Vincenzo, Precenzano, Francesco, Iacono, Diego, Verrotti, Alberto, Piccorossi, Alessandra, Gallai, Beatrice, Roccella, Michele, Parisi, Lucia, Maltese, Agata, Lavano, Francesco, Marotta, Rosa, Lavano, Serena Marianna, Lanzara, Valentina, Ferrentino, Roberta Ida, Pisano, Simone, Salerno, Margherita, Valenzano, Anna, Triggiani, Antonio Ivano, Polito, Anna N., Cibelli, Giuseppe, Monda, Marcellino, Messina, Giovanni, Ruberto, Maria, Esposito, Maria, Carotenuto, M, Messina, A, Monda, V, Precenzano, F, Iacono, D, Verrotti, A, Piccorossi, A, Gallai, B, Roccella, M, Parisi, L, Maltese, A, Lavano, F, Marotta, R, Lavano, Sm, Lanzara, V, Ferrentino, Ri, Pisano, S, Salerno, M, Valenzano, A, Triggiani, Ai, Polito, An, Cibelli, G, Monda, M, Messina, G, Ruberto, M, and Esposito, M
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Coping (psychology) ,lcsh:RC435-571 ,Developmental dyslexia ,Population ,Dysfunctional family ,Children ,Coping strategies ,Maternal emotions ,Parental stress ,Psychiatry and Mental Health ,03 medical and health sciences ,Maternal stress ,Coping strategie ,Settore M-PSI/04 - Psicologia Dello Sviluppo E Psicologia Dell'Educazione ,0302 clinical medicine ,lcsh:Psychiatry ,Medicine ,Clinical significance ,education ,Original Research ,Psychiatry ,education.field_of_study ,business.industry ,05 social sciences ,050301 education ,Settore MED/39 - Neuropsichiatria Infantile ,Multicenter study ,Parental stre ,Maternal emotion ,business ,0503 education ,030217 neurology & neurosurgery ,Clinical psychology - Abstract
BackgroundStudies about the impact of developmental dyslexia (DD) on parenting are scarce. Our investigation aimed to assess maternal stress levels and mothers’ copying styles in a population of dyslexic children.MethodsA total of 874 children (500 boys, 374 girls; mean age 8.32 ± 2.33 years) affected by DD was included in the study. A total of 1,421 typically developing children (789 boys, 632 girls; mean age 8.25 ± 3.19 years) were recruited from local schools of participating Italian Regions (Abruzzo, Calabria, Campania, Puglia, Umbria, Sicily) and used as control-children group. All mothers (of both DD and typically developing children) filled out an evaluation for parental stress (Parenting Stress Index—Short Form) and coping strategies [Coping Inventory for Stressful Situations (CISS)].ResultsNo statistical differences for mean age (p = 0.456) and gender (p = 0.577) were found between DD and control children. Mothers of children affected by DD showed an higher rate of all parental stress indexes (Parental Distress domain p
- Published
- 2017
11. Activity of Autonomic Nervous System, Energy Expenditure and Assessment of Oxidative Stress in Menopause-women Using Hormone Replacement Therapy
- Author
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Giuseppe Cibelli, Marcellino Monda, Anna Valenzano, Antonio Ivano Triggiani, Vincenzo De Luca, Andrea Viggiano, Antonietta Messina, Fiorenzo Moscatelli, Giovanni Messina, Domenico Tafuri, Sergio Chieffi, Messina, G, De Luca, V, Viggiano, A, Tafuri, D, Messina, M, Moscatelli, F, Triggiani, Ai, Cibelli, G, Valenzano, A, Chieffi, Sergio, and Monda, Marcellino
- Subjects
Food intake ,medicine.medical_specialty ,Environmental Engineering ,business.industry ,Human physiology ,Body weight ,medicine.disease ,Industrial and Manufacturing Engineering ,Menopause ,Energy expenditure ,Transgender hormone therapy ,Family medicine ,medicine ,Physical therapy ,business ,Parthenope - Abstract
Department of Experimental Medicine, Section of Human Physiology and Clinical Dietetic Service, Second University of Naples, Via Costantinopoli 16, 80138 Naples, Italy. Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy. Faculty of Medicine, University of Salerno, Salerno, Italy. Faculty of Motor Sciences, University of Naples “Parthenope”, Naples, Italy. Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, Rome, Italy.
- Published
- 2015
12. Resting state cortical electroencephalographic rhythms and white matter vascular lesions in subjects with Alzheimer's disease: an Italian multicenter study
- Author
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Enrica Cavedo, Gioacchino Tedeschi, Ciro Mundi, Carlo Cosimo Quattrocchi, Silvia Pugliese, Laura Parisi, Paolo Maria Rossini, Alessandro Bozzao, Alberto Redolfi, Giovanni B. Frisoni, Antonio Ivano Triggiani, Claudio Babiloni, Placido Bramanti, Hans-Goran Hardemark, Franco Giubilei, Francesco Orzi, Raffaele Ferri, Michelangelo Ferrara, Silvia Marino, Filomena I.I. Cosentino, Gianluca Gerardi, Patrizia Montella, Fabrizio Vernieri, Gianpaolo Grilli, Jan Torleif Pedersen, Fabrizio Vecchio, Annalisa Baglieri, Guizzaro A, Elena Salvatore, Filippo Carducci, Andrea Soricelli, Fabrizio Esposito, Roberta Lizio, Babiloni, C, Lizio, R, Carducci, F, Vecchio, F, Redolfi, A, Marino, S, Tedeschi, G, Montella, P, Guizzaro, A, Esposito, Fabrizio, Bozzao, A, Giubilei, F, Orzi, F, Quattrocchi, Cc, Soricelli, A, Salvatore, Elena, Baglieri, A, Bramanti, P, Cavedo, E, Ferri, R, Cosentino, F, Ferrara, M, Mundi, C, Grilli, G, Pugliese, S, Gerardi, G, Parisi, L, Vernieri, F, Triggiani, Ai, Pedersen, Jt, Hårdemark, Hg, Rossini, Pm, Frisoni, G. B., Tedeschi, Gioacchino, Esposito, F, Salvatore, E, Boccardi, M, and Frisoni, Gb
- Subjects
Male ,medicine.medical_specialty ,Pathology ,amnesic mild c cognitive impairment ,Alpha (ethology) ,Electroencephalography ,Audiology ,Neuropsychological Tests ,Nerve Fibers, Myelinated ,White matter ,low resolution brain electromagnetic tomography ,mild cognitive impairment ,pathology/physiopathology ,Alzheimer Disease ,mental disorders ,medicine ,Humans ,Cognitive Dysfunction ,resting state ,alzheimer's disease neuroimaging initiative ,Aged ,Cerebral Cortex ,Resting state fMRI ,medicine.diagnostic_test ,General Neuroscience ,nerve fibers ,pathology/physiology ,white matter vascular lesion ,Magnetic resonance imaging ,General Medicine ,myelinated ,electroencephalographic rhythms ,medicine.disease ,Magnetic Resonance Imaging ,male ,alzheimer's disease ,magnetic resonance imaging ,humans ,aged ,cerebral cortex ,electroencephalography ,female ,alzheimer disease ,neuropsychological tests ,italy ,Settore MED/26 - NEUROLOGIA ,Psychiatry and Mental health ,Clinical Psychology ,Alzheimer's disease, Alzheimer's disease neuroimaging initiative, amnesic mild c cognitive impairment, electroencephalographic rhythms, low resolution brain electromagnetic tomography, magnetic resonance imaging, resting state, white matter vascular lesion, Aged, Alzheimer Disease, Cerebral Cortex, Electroencephalography, Female, Humans, Italy, Magnetic Resonance Imaging, Male, Mild Cognitive Impairment, Nerve Fibers, Myelinated, Neuropsychological Tests, Psychiatry and Mental Health, Geriatrics and Gerontology, Clinical Psychology ,medicine.anatomical_structure ,Italy ,Cerebral cortex ,Female ,Geriatrics and Gerontology ,Alzheimer's disease ,Psychology ,Alzheimer's Disease Neuroimaging Initiative - Abstract
Resting state electroencephalographic (EEG) rhythms do not deteriorate with the increase of white matter vascular lesion in amnesic mild cognitive impairment (MCI) subjects [1], although white matter is impaired along Alzheimer's disease (AD). Here we tested whether this is true even in AD subjects. Closed-eye resting state EEG data were recorded in 40 healthy elderly (Nold), 96 amnesic MCI, and 83 AD subjects. White matter vascular lesions were indexed by magnetic resonance imaging recorded in the MCI and AD subjects (about 42% of cases following ADNI standards). The MCI subjects were divided into two sub-groups based on the median of the white matter lesion, namely MCI+ (people with highest vascular load; n = 48) and MCI- (people with lowest vascular load; n = 48). The same was true for the AD subjects (AD+, n = 42; AD-, n = 41). EEG rhythms of interest were delta (2-4 Hz), theta (4-8 Hz), alpha1 (8-10.5 Hz), alpha2 (10.5-13 Hz), beta1 (13-20 Hz), beta2 (20-30 Hz), and gamma (30-40 Hz). LORETA software estimated cortical EEG sources. When compared to Nold group, MCI and AD groups showed well known abnormalities of delta and alpha sources. Furthermore, amplitude of occipital, temporal, and limbic alpha 1 sources were higher in MCI+ than MCI- group. As a novelty, amplitude of occipital delta sources was lower in AD+ than AD- group. Furthermore, central, parietal, occipital, temporal, and limbic alpha sources were higher in amplitude in AD+ than AD- group. Amplitude of these sources was correlated to global cognitive status (i.e., Mini Mental State Evaluation score). These results suggest that in amnesic MCI and AD subjects, resting state posterior delta and alpha EEG rhythms do not deteriorate with the increase of white-matter vascular lesion. These rhythms might be more sensitive to AD neurodegenerative processes and cognitive status rather than to concomitant lesions to white matter.
- Published
- 2011
13. Moving in response to an unseen visual stimulus.
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Triggiani AI, Lee SJ, Scheman K, and Hallett M
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- Adult, Humans, Reaction Time physiology, Occipital Lobe physiology, Consciousness physiology, Electroencephalography, Brain
- Abstract
Objective: Whether consciousness has a causal role in voluntary movements is not clear. Backward masking blocks a stimulus from becoming conscious, but it can trigger movement in a reaction time paradigm. We hypothesize that if backward masking is used in a choice reaction time paradigm, when the visible stimulus (S2) differs from the masked stimulus (S1), the movement will often differ from conscious intent. We did such a study employing electroencephalography (EEG) to explore the brain activity associated with this effect., Methods: Twenty healthy adults participated in a choice reaction time task with a backwardly masked stimulus and EEG. They moved right or left hand in response to the direction of an arrow. S2 was congruent or incongruent with S1. When incongruent, responses were frequently concordant with S1, with faster reaction time than when responding to S2 and thought to be a mistake., Results: We show that it is possible to trigger movements from the unperceived stimuli indicating consciousness is not causal since the movement was not in accord with intent. EEG showed information flow from occipital cortex to motor cortex., Conclusions: Occipital activity was the same despite response, but the parietal and frontal EEG differed. When responding to S1, the motor cortex responded as soon as information arrived, and when responding to S2, the motor cortex responded with a delay allowing for other brain processing prior to movement initiation. While the exact time of conscious recognition of S2 is not clear, when there is a response to S1, the frontal cortex signals an "error", but this is apparently too late to veto the movement., Significance: While consciousness does not initiate the movement, it monitors the concordance of intent and result., (Copyright © 2023 International Federation of Clinical Neurophysiology. Published by Elsevier B.V. All rights reserved.)
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- 2024
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14. Corrigendum to "What is the intention to move and when does it occur?" [Neurosci. Biobehav. Rev. 151 (2023) 105199].
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Triggiani AI, Kreiman G, Lewis C, Maoz U, Mele A, Mudrik L, Roskies AL, Schurger A, and Hallett M
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- 2023
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15. What is the intention to move and when does it occur?
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Triggiani AI, Kreiman G, Lewis C, Maoz U, Mele A, Mudrik L, Roskies AL, Schurger A, and Hallett M
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- Humans, Electroencephalography methods, Brain physiology, Consciousness physiology, Movement physiology, Intention, Volition physiology
- Abstract
In 1983 Benjamin Libet and colleagues published a paper apparently challenging the view that the conscious intention to move precedes the brain's preparation for movement. The experiment initiated debates about the nature of intention, the neurophysiology of movement, and philosophical and legal understanding of free will and moral responsibility. Here we review the concept of "conscious intention" and attempts to measure its timing. Scalp electroencephalographic activity prior to movement, the Bereitschaftspotential, clearly begins prior to the reported onset of conscious intent. However, the interpretation of this finding remains controversial. Numerous studies show that the Libet method for determining intent, W time, is not accurate and may be misleading. We conclude that intention has many different aspects, and although we now understand much more about how the brain makes movements, identifying the time of conscious intention is still elusive., (Published by Elsevier Ltd.)
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- 2023
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16. Physiological and introspective antecedents of tics and movements in adults with tic disorders.
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Triggiani AI, Scheman K, Pirio Richardson S, Matsuhashi M, Peckham E, Nahab F, Mari Z, Ravindran S, and Hallett M
- Subjects
- Humans, Adult, Movement physiology, Electroencephalography, Contingent Negative Variation, Tics, Tic Disorders diagnosis, Tourette Syndrome
- Abstract
Objective: To investigate the subjective phenomenon and the neural underpinnings of tics compared with voluntary movements in patients with tic disorders., Methods: We recorded electroencephalographic and electromyographic data while subjects completed a Libet clock paradigm. Patients and healthy volunteers reported the times of W (willing to move) and M (movement occurrence) while performing voluntary movements. This was repeated only for the patients for the tics., Results: In the patients, W and M times preceding voluntary movements and tics did not significantly differ from voluntary movements of healthy volunteers. The Bereitschaftspotentials in the patients were similar to healthy volunteers. Tics were only assessable for 7 patients due to artifacts. Two subjects did not show Bereitschaftspotentials, and they reported the lowest levels of tic voluntariness. 5 subjects did not show beta band event-related desynchronization before tics., Conclusions: For patients, the sense of volition for tics is similar to that of their voluntary movements which is similar to normal. Patients showed dissociations between the Bereitschaftspotential and beta desynchronization for tics, with 5/7 showing normal Bereitschaftspotentials and 2/7 showing desynchronization. The absence of desynchronization may suggest attempts to suppress tics., Significance: This physiology shows a difference for most tics compared with normal movements., (Published by Elsevier B.V.)
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- 2023
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17. Stacked autoencoders as new models for an accurate Alzheimer's disease classification support using resting-state EEG and MRI measurements.
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Ferri R, Babiloni C, Karami V, Triggiani AI, Carducci F, Noce G, Lizio R, Pascarelli MT, Soricelli A, Amenta F, Bozzao A, Romano A, Giubilei F, Del Percio C, Stocchi F, Frisoni GB, Nobili F, Patanè L, and Arena P
- Subjects
- Alzheimer Disease diagnostic imaging, Alzheimer Disease physiopathology, Brain diagnostic imaging, Electroencephalography, Humans, Magnetic Resonance Imaging, Retrospective Studies, Alzheimer Disease diagnosis, Brain physiopathology, Neural Networks, Computer
- Abstract
Objective: This retrospective and exploratory study tested the accuracy of artificial neural networks (ANNs) at detecting Alzheimer's disease patients with dementia (ADD) based on input variables extracted from resting-state electroencephalogram (rsEEG), structural magnetic resonance imaging (sMRI) or both., Methods: For the classification exercise, the ANNs had two architectures that included stacked (autoencoding) hidden layers recreating input data in the output. The classification was based on LORETA source estimates from rsEEG activity recorded with 10-20 montage system (19 electrodes) and standard sMRI variables in 89 ADD and 45 healthy control participants taken from a national database., Results: The ANN with stacked autoencoders and a deep leaning model representing both ADD and control participants showed classification accuracies in discriminating them of 80%, 85%, and 89% using rsEEG, sMRI, and rsEEG + sMRI features, respectively. The two ANNs with stacked autoencoders and a deep leaning model specialized for either ADD or control participants showed classification accuracies of 77%, 83%, and 86% using the same input features., Conclusions: The two architectures of ANNs using stacked (autoencoding) hidden layers consistently reached moderate to high accuracy in the discrimination between ADD and healthy control participants as a function of the rsEEG and sMRI features employed., Significance: The present results encourage future multi-centric, prospective and longitudinal cross-validation studies using high resolution EEG techniques and harmonized clinical procedures towards clinical applications of the present ANNs., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2020 International Federation of Clinical Neurophysiology. Published by Elsevier B.V. All rights reserved.)
- Published
- 2021
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18. Abnormalities of resting-state EEG in patients with prodromal and overt dementia with Lewy bodies: Relation to clinical symptoms.
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Pascarelli MT, Del Percio C, De Pandis MF, Ferri R, Lizio R, Noce G, Lopez S, Rizzo M, Soricelli A, Nobili F, Arnaldi D, Famà F, Orzi F, Buttinelli C, Giubilei F, Salvetti M, Cipollini V, Franciotti R, Onofri M, Fuhr P, Gschwandtner U, Ransmayr G, Aarsland D, Parnetti L, Farotti L, Marizzoni M, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Yener G, Emek-Savaş DD, Triggiani AI, Paul Taylor J, McKeith I, Stocchi F, Vacca L, Hampel H, Frisoni GB, Bonanni L, and Babiloni C
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- Aged, Alpha Rhythm physiology, Cortical Synchronization physiology, Electroencephalography, Female, Humans, Male, Prodromal Symptoms, Prospective Studies, Cerebral Cortex physiopathology, Cognitive Dysfunction physiopathology, Default Mode Network physiopathology, Hallucinations physiopathology, Lewy Body Disease physiopathology
- Abstract
Objective: Here we tested if cortical sources of resting state electroencephalographic (rsEEG) rhythms may differ in sub-groups of patients with prodromal and overt dementia with Lewy bodies (DLB) as a function of relevant clinical symptoms., Methods: We extracted clinical, demographic and rsEEG datasets in matched DLB patients (N = 60) and control Alzheimer's disease (AD, N = 60) and healthy elderly (Nold, N = 60) seniors from our international database. The eLORETA freeware was used to estimate cortical rsEEG sources., Results: As compared to the Nold group, the DLB and AD groups generally exhibited greater spatially distributed delta source activities (DLB > AD) and lower alpha source activities posteriorly (AD > DLB). As compared to the DLB "controls", the DLB patients with (1) rapid eye movement (REM) sleep behavior disorders showed lower central alpha source activities (p < 0.005); (2) greater cognitive deficits exhibited higher parietal and central theta source activities as well as higher central, parietal, and occipital alpha source activities (p < 0.01); (3) visual hallucinations pointed to greater parietal delta source activities (p < 0.005)., Conclusions: Relevant clinical features were associated with abnormalities in spatial and frequency features of rsEEG source activities in DLB patients., Significance: Those features may be used as neurophysiological surrogate endpoints of clinical symptoms in DLB patients in future cross-validation prospective studies., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2020 International Federation of Clinical Neurophysiology. Published by Elsevier B.V. All rights reserved.)
- Published
- 2020
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19. Timing of the Sense of Volition in Patients With Schizophrenia.
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Pirio Richardson S, Triggiani AI, Matsuhashi M, Voon V, Peckham E, Nahab F, Mari Z, and Hallett M
- Abstract
Schizophrenic patients often do not have the sense that they direct their own movements or author their own thoughts (passivity phenomena). As willing must precede movement to be causal and thus generate the sense of agency, it is possible that the timing between the senses of willing and movement is shortened in schizophrenia. We tested the subjective perception of this time interval in patients with schizophrenia using a method based on Libet's paradigm, in which subjects specify a time W - the time of willing a movement - and a time M - the time that movement occurred. Patients with schizophrenia and healthy volunteers made voluntary movements at times of their own choice while looking at a fast-rotating clock on a computer screen and reported when their movements were willed and made. We recorded surface electromyography to determine the time of actual movement, and electroencephalography to record brain potentials associated with movement. Results showed a significantly reduced interval between the reported M and W in patients with respect to the healthy volunteers ( p < 0.05). Specifically, patients did not report a significant difference in the timing of W at 19 ms prior to movement onset and M at 7.4 ms prior to movement onset ( p > 0.05), while the control group experienced a time W at 100 ms prior to movement onset and this differed significantly from their time M at 19 ms prior to movement onset ( p < 0.01). These results suggest that patients with schizophrenia do have an altered timing of awareness of action - or an impaired judgment of the sequence of events - and that this might be etiologic in the development of the abnormal sense of agency., (Copyright © 2020 Pirio Richardson, Triggiani, Matsuhashi, Voon, Peckham, Nahab, Mari and Hallett.)
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- 2020
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20. Effects of twelve weeks' aerobic training on motor cortex excitability.
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Moscatelli F, Messina G, Valenzano A, Triggiani AI, Sessa F, Carotenuto M, Tartaglia N, Ambrosi A, Cibelli G, and Monda V
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- Adult, Exercise Test, Humans, Male, Neuronal Plasticity physiology, Physical Conditioning, Human methods, Time Factors, Transcranial Magnetic Stimulation, Young Adult, Evoked Potentials, Motor physiology, Exercise physiology, Motor Cortex physiology, Physical Conditioning, Human physiology
- Abstract
Background: Regular physical activity or aerobic exercise is well known to increase brain plasticity. Recent studies have reported that aerobic exercise enhances neuroplasticity and motor learning. The aim of this study was to investigate if 12 weeks' aerobic training can modify cortical excitability and motor evoked potential (MEP) responses., Methods: Fifteen untrained males were recruited. Cortical excitability was investigated using TMS. VO2
max was estimated using Cooper's test. Aerobic intervention lasted 12 weeks. The subjects performed a 6-week supervised aerobic workout, 3 times a week, at 60-75% of their maximum heart rate (HRmax ). Over the following 6 weeks, they performed a supervised aerobic workout 3 times a week at 70-75% of FCmax ., Results: After 8 weeks of aerobic training there was a significant increase of distance covered during Cooper's test (P<0.001) and a significant increase of VO2max (P<0.001); there was also an improvement in resting motor threshold (rMT decreased from 60.5±6.6% [T0] to 55.8±5.9% [T2]; P<0.001), motor evoked potential latency decreased (from 25.3±0.8 ms [T0] to 24.1±0.8 ms [T2]; P<0.001), and motor evoked potential amplitude increased (from 0.58±0.09 mV [T0] to 0.65±0.08 mV [T2]; P<0.001). Furthermore, after 12 weeks' aerobic training there were improvements in all parameters., Conclusions: This study shows that aerobic activity seems to induce changes in cortical excitability if performed for a period longer than 4 weeks, in addition to typical cardiorespiratory benefits in previously untrained males.- Published
- 2020
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21. Abnormal cortical neural synchronization mechanisms in quiet wakefulness are related to motor deficits, cognitive symptoms, and visual hallucinations in Parkinson's disease patients: an electroencephalographic study.
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Babiloni C, Pascarelli MT, Lizio R, Noce G, Lopez S, Rizzo M, Ferri R, Soricelli A, Nobili F, Arnaldi D, Famà F, Orzi F, Buttinelli C, Giubilei F, Salvetti M, Cipollini V, Bonanni L, Franciotti R, Onofrj M, Stirpe P, Fuhr P, Gschwandtner U, Ransmayr G, Aarsland D, Parnetti L, Farotti L, Marizzoni M, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Yener G, Emek-Savaş DD, Triggiani AI, Taylor JP, McKeith I, Stocchi F, Vacca L, Hampel H, Frisoni GB, De Pandis MF, and Del Percio C
- Subjects
- Aged, Alpha Rhythm, Female, Humans, Male, Parkinson Disease complications, Cognitive Dysfunction diagnosis, Cognitive Dysfunction etiology, Cortical Synchronization, Electroencephalography methods, Hallucinations diagnosis, Hallucinations etiology, Motor Disorders diagnosis, Motor Disorders etiology, Parkinson Disease diagnosis, Parkinson Disease physiopathology, Parkinson Disease psychology, Wakefulness physiology
- Abstract
Compared with Alzheimer's disease (AD), Parkinson's disease (PD) shows peculiar clinical manifestations related to vigilance (i.e., executive cognitive deficits and visual hallucinations) that may be reflected in resting-state electroencephalographic rhythms. To test this hypothesis, clinical and resting-state electroencephalographic rhythms in age-, sex-, and education-matched PD patients (N = 136) and Alzheimer's disease patients (AD, N = 85), and healthy older participants (Nold, N = 65), were available from an international archive. Electroencephalographic sources were estimated by eLORETA software. The results are as follows: (1) compared to the Nold participants, the AD and PD patients showed higher widespread delta source activities (PD > AD) and lower posterior alpha source activities (AD > PD); (2) the PD patients with the most pronounced motor deficits exhibited very low alpha source activities in widespread cortical regions; (3) the PD patients with the strongest cognitive deficits showed higher alpha source activities in widespread cortical regions; and (4) compared to the PD patients without visual hallucinations, those with visual hallucinations were characterized by higher posterior alpha sources activities. These results suggest that in PD patients resting in quiet wakefulness, abnormalities in cortical neural synchronization at alpha frequencies are differently related to cognitive, motor, and visual hallucinations. Interestingly, parallel PD neuropathological processes may have opposite effects on cortical neural synchronization mechanisms generating cortical alpha rhythms in quiet wakefulness., (Copyright © 2020 Elsevier Inc. All rights reserved.)
- Published
- 2020
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22. Physical Activity as a New Tool to Evaluate the Response to Omalizumab and Mepolizumab in Severe Asthmatic Patients: A Pilot Study.
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Carpagnano GE, Sessa F, Scioscia G, Lacedonia D, Foschino MP, Venuti MP, Triggiani AI, Valenzano A, Resta O, Cibelli G, and Messina G
- Abstract
Asthma is a chronic inflammatory airway disease, representing one of the most severe pathologies in developed countries. Based on a report of the World Health Organization (WHO), it affects about 300 million people worldwide. Few studies have analyzed the effects of daily life physical activity (PA) levels in patients with asthma: moreover, little research has been carried out on PA levels in patients suffering from severe asthma (SA). This study aimed to investigate the PA levels in two groups of patients suffering from SA; in particular, this study analyzed the changes that occur in patients treated with biologic therapy (BT group) and patients who underwent traditional treatment (TT group) over 6 months. Moreover, this study represents a pilot study because, to the best of our knowledge, it is the first investigation that analyzed if the kind of biologic drug (omalizumab or mepolizumab) can produce differences in the PA levels of SA patients. Fifty SA patients were enrolled and PA parameters were monitored for 6 months. Subjects were divided into two treatment groups: TT (20 patients) and BT (30 patients), the BT group was further subdivided according to the drugs used (15, omalizumab; 15, mepolizumab). During drug treatment, all subjects improved their PA levels: indeed, considering the intragroup variation, the PA levels were significantly higher comparing the T6 levels to baseline (T0, p < 0.01). Considering the intragroup variation, it is very interesting to note that biologic therapy improved PA levels compared to the effects of traditional therapy; while at T0 there were no significant differences in the steps per day (SPD) values between the two groups (T0, p = 0.85), the differences become statistically significant at T1, T3, and T6 (T1, p = 0.019; T3, p = 3.48x10
-6 ; T6, p = 4.78x10-10 ). As expected, the same differences were reported analyzing the energy expenditure data. In conclusion, this pilot study reports a positive relationship between biologic drug therapy and PA patterns, even if further studies are needed., (Copyright © 2020 Carpagnano, Sessa, Scioscia, Lacedonia, Foschino, Venuti, Triggiani, Valenzano, Resta, Cibelli and Messina.)- Published
- 2020
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23. Heart rate variability reduction is related to a high amount of visceral adiposity in healthy young women.
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Triggiani AI, Valenzano A, Trimigno V, Di Palma A, Moscatelli F, Cibelli G, and Messina G
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- Absorptiometry, Photon, Adult, Body Mass Index, Electrocardiography, Female, Healthy Volunteers, Humans, Intra-Abdominal Fat diagnostic imaging, Young Adult, Adiposity physiology, Autonomic Nervous System physiopathology, Biological Variation, Individual, Heart physiopathology, Heart Rate physiology
- Abstract
Several heart rate variability (HRV) studies show abnormalities in autonomic nervous control in obese and overweight subjects. However, some of the results appear to be controversial. Here we investigate the HRV profile in seventy adult normotensive women and its association with general and visceral adiposity. Specifically, we recorded the electrocardiographic (ECG) activity in subjects during a supine resting state for five minutes in a quiet room late in the morning. Total fat mass (TFM) and visceral adipose tissue (VAT) were instead estimated using dual-energy X-ray absorptiometry (DXA). Finally, we used simple a linear regression analysis of frequency and time-domain parameters to study the relationship between HRV and adiposity. Our data showed an overall reduction of the HRV related to an increase of TFM although this regression appeared significant only for high frequencies (HF). When the linear regression was applied between HRV variables and VAT, the slope of the line increases, thus unveiling a statistically significant relation (i.e. the more VAT, the lower HRV). Finally, a control analysis showed that age does not alter the relation between HRV and VAT when used as a confounding factor in multiple regression. To conclude, these findings point to abnormal activity of the autonomic nervous system (ANS) in subjects with an excess of VAT and represent a starting point to determine a non-invasive index of cardiac wellness for clinical and nutritional application., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2019
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24. Corrigendum: Football Players Do Not Show "Neural Efficiency" in Cortical Activity Related to Visuospatial Information Processing During Football Scenes: An EEG Mapping Study.
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Del Percio C, Franzetti M, De Matti AJ, Noce G, Lizio R, Lopez S, Soricelli A, Ferri R, Pascarelli MT, Rizzo M, Triggiani AI, Stocchi F, Limatola C, and Babiloni C
- Abstract
[This corrects the article DOI: 10.3389/fpsyg.2019.00890.].
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- 2019
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25. Corrigendum to "Functional cortical source connectivity of resting state electroencephalographic alpha rhythms shows similar abnormalities in patients with mild cognitive impairment due to Alzheimer's and Parkinson's diseases" [Clin. Neurophysiol. 129 (2018) 766-782].
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Babiloni C, Percio CD, Lizio R, Noce G, Lopez S, Soricelli A, Ferri R, Pascarelli MT, Catania V, Nobili F, Arnaldi D, Famà F, Orzi F, Buttinelli C, Giubilei F, Bonanni L, Franciotti R, Onofrj M, Stirpe P, Fuhr P, Gschwandtner U, Ransmayr G, Garn H, Fraioli L, Pievani M, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Başar E, Yener G, Emek-Savaş DD, Triggiani AI, Taylor JP, De Pandis MF, Vacca L, Frisoni GB, and Stocchi F
- Published
- 2019
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26. Abnormalities of functional cortical source connectivity of resting-state electroencephalographic alpha rhythms are similar in patients with mild cognitive impairment due to Alzheimer's and Lewy body diseases.
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Babiloni C, Del Percio C, Pascarelli MT, Lizio R, Noce G, Lopez S, Rizzo M, Ferri R, Soricelli A, Nobili F, Arnaldi D, Famà F, Orzi F, Buttinelli C, Giubilei F, Salvetti M, Cipollini V, Franciotti R, Onofrj M, Stirpe P, Fuhr P, Gschwandtner U, Ransmayr G, Aarsland D, Parnetti L, Farotti L, Marizzoni M, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Yener G, Emek-Savaş DD, Triggiani AI, Taylor JP, McKeith I, Stocchi F, Vacca L, Hampel H, Frisoni GB, De Pandis MF, and Bonanni L
- Subjects
- Aged, Female, Humans, Male, Alpha Rhythm, Alzheimer Disease complications, Cerebral Cortex physiopathology, Cognitive Dysfunction etiology, Cognitive Dysfunction physiopathology, Lewy Body Disease complications, Rest physiology
- Abstract
Previous evidence has shown different resting-state eyes-closed electroencephalographic delta (<4 Hz) and alpha (8-10.5 Hz) source connectivity in subjects with dementia due to Alzheimer's (ADD) and Lewy body (DLB) diseases. The present study tested if the same differences may be observed in the prodromal stages of mild cognitive impairment (MCI). Here, clinical and resting-state eyes-closed electroencephalographic data in age-, gender-, and education-matched 30 ADMCI, 23 DLBMCI, and 30 healthy elderly (Nold) subjects were available in our international archive. Mini-Mental State Evaluation (MMSE) score was matched in the ADMCI and DLBMCI groups. The eLORETA freeware estimated delta and alpha source connectivity by the tool called lagged linear connectivity (LLC). Area under receiver operating characteristic curve (AUROCC) indexed the classification accuracy among individuals. Results showed that widespread interhemispheric and intrahemispheric LLC solutions in alpha sources were abnormally lower in both MCI groups compared with the Nold group, but with no differences were found between the 2 MCI groups. AUROCCs of LLC solutions in alpha sources exhibited significant accuracies (0.72-0.75) in the discrimination of Nold versus ADMCI-DLBMCI individuals, but not between the 2 MCI groups. These findings disclose similar abnormalities in ADMCI and DLBMCI patients as revealed by alpha source connectivity. It can be speculated that source connectivity mostly reflects common cholinergic impairment in prodromal state of both AD and DLB, before a substantial dopaminergic derangement in the dementia stage of DLB., (Copyright © 2019 Elsevier Inc. All rights reserved.)
- Published
- 2019
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27. Football Players Do Not Show "Neural Efficiency" in Cortical Activity Related to Visuospatial Information Processing During Football Scenes: An EEG Mapping Study.
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Del Percio C, Franzetti M, De Matti AJ, Noce G, Lizio R, Lopez S, Soricelli A, Ferri R, Pascarelli MT, Rizzo M, Triggiani AI, Stocchi F, Limatola C, and Babiloni C
- Abstract
This study tested the hypothesis of cortical neural efficiency (i.e., reduced brain activation in experts) in the visuospatial information processing related to football (soccer) scenes in football players. Electroencephalographic data were recorded from 56 scalp electrodes in 13 football players and eight matched non-players during the observation of 70 videos with football actions lasting 2.5 s each. During these videos, the central fixation target changed color from red to blue or vice versa. The videos were watched two times. One time, the subjects were asked to estimate the distance between players during each action (FOOTBALL condition, visuospatial). Another time, they had to estimate if the fixation target was colored for a longer time in red or blue color (CONTROL condition, non-visuospatial). The order of the two conditions was pseudo-randomized across the subjects. Cortical activity was estimated as the percent reduction in power of scalp alpha rhythms (about 8-12 Hz) during the videos compared with a pre-video baseline (event-related desynchronization, ERD). In the FOOTBALL condition, a prominent and bilateral parietal alpha ERD (i.e., cortical activation) was greater in the football players than non-players ( p < 0.05) in contrast with the neural efficiency hypothesis. In the CONTROL condition, no significant alpha ERD difference was observed. No difference in behavioral response time and accuracy was found between the two groups in any condition. In conclusion, a prominent parietal cortical activity related to visuospatial processes during football scenes was greater in the football players over controls in contrast with the neural efficiency hypothesis.
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- 2019
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28. Levodopa may affect cortical excitability in Parkinson's disease patients with cognitive deficits as revealed by reduced activity of cortical sources of resting state electroencephalographic rhythms.
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Babiloni C, Del Percio C, Lizio R, Noce G, Lopez S, Soricelli A, Ferri R, Pascarelli MT, Catania V, Nobili F, Arnaldi D, Famà F, Orzi F, Buttinelli C, Giubilei F, Bonanni L, Franciotti R, Onofrj M, Stirpe P, Fuhr P, Gschwandtner U, Ransmayr G, Fraioli L, Parnetti L, Farotti L, Pievani M, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Yener G, Emek-Savaş DD, Triggiani AI, Taylor JP, McKeith I, Stocchi F, Vacca L, Frisoni GB, and De Pandis MF
- Subjects
- Aged, Antiparkinson Agents therapeutic use, Cognitive Dysfunction drug therapy, Cognitive Dysfunction etiology, Female, Humans, Levodopa therapeutic use, Male, Parkinson Disease complications, Parkinson Disease drug therapy, Antiparkinson Agents pharmacology, Cerebral Cortex physiopathology, Cognitive Dysfunction diagnosis, Cognitive Dysfunction physiopathology, Electroencephalography drug effects, Levodopa pharmacology, Parkinson Disease physiopathology, Rest physiology
- Abstract
We hypothesized that dopamine neuromodulation might affect cortical excitability in Parkinson's disease (PD) patients set in quiet wakefulness, as revealed by resting state eyes-closed electroencephalographic (rsEEG) rhythms at alpha frequencies (8-12 Hz). Clinical and rsEEG rhythms in PD with dementia (N = 35), PD with mild cognitive impairment (N = 50), PD with normal cognition (N = 35), and normal (N = 50) older adults were available from an international archive. Cortical rsEEG sources were estimated by exact low-resolution brain electromagnetic tomography. Compared with the normal older group, the PD groups showed reduced occipital alpha sources and increased widespread delta (<4 Hz) sources. Widespread frontal and temporal alpha sources exhibited an increase in PD with dementia compared with PD with mild cognitive impairment and PD with normal cognition groups, as function of dopamine depletion severity, typically greater in the former than the latter groups. A daily dose of levodopa induced a widespread reduction in cortical delta and alpha sources in a subgroup of 13 PD patients under standard chronic dopaminergic regimen. In PD patients in quiet wakefulness, alpha cortical source activations may reflect an excitatory effect of dopamine neuromodulation., (Copyright © 2018 Elsevier Inc. All rights reserved.)
- Published
- 2019
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29. Stress Profile in Remotely Piloted Aircraft Crewmembers During 2 h Operating Mission.
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Valenzano A, Moscatelli F, Messina A, Monda V, Orsitto R, Zezza G, Fiorentino G, Salerno M, Triggiani AI, Viggiano A, Mollica MP, Carotenuto M, Monda M, Cibelli G, and Messina G
- Abstract
Emotional stability plays a key role in individual and team performance during both routine activities and management of unexpected emergencies. Using a psycho-physiological approach, the stress response was investigated in drone operators in service. Methods: Salivary α-amylase (sAA), galvanic skin response (GSR) and anxiety were assessed over a 2-h operating flight. Results: Compared to baseline values, GSR and sAA values increased in operating conditions. Moreover, these values were higher in Pilots than in Sensor Operators, indicating that their stress response was greater. These results were associated with an increase in anxiety level, highlighting a relationship between autonomic reactivity and anxiety. Conclusion: This is the first report providing experimental evidences of the stress response related to Remotely Piloted Aircraft operations.
- Published
- 2018
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30. Abnormalities of resting-state functional cortical connectivity in patients with dementia due to Alzheimer's and Lewy body diseases: an EEG study.
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Babiloni C, Del Percio C, Lizio R, Noce G, Lopez S, Soricelli A, Ferri R, Nobili F, Arnaldi D, Famà F, Aarsland D, Orzi F, Buttinelli C, Giubilei F, Onofrj M, Stocchi F, Stirpe P, Fuhr P, Gschwandtner U, Ransmayr G, Garn H, Fraioli L, Pievani M, Frisoni GB, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Başar E, Yener G, Emek-Savaş DD, Triggiani AI, Franciotti R, Taylor JP, Vacca L, De Pandis MF, and Bonanni L
- Subjects
- Aged, Cerebral Cortex diagnostic imaging, Cortical Synchronization physiology, Dementia diagnosis, Dementia physiopathology, Female, Humans, Male, Alzheimer Disease complications, Cerebral Cortex physiology, Cognition physiology, Dementia etiology, Dementia psychology, Electroencephalography, Lewy Body Disease complications, Rest physiology
- Abstract
Previous evidence showed abnormal posterior sources of resting-state delta (<4 Hz) and alpha (8-12 Hz) rhythms in patients with Alzheimer's disease with dementia (ADD), Parkinson's disease with dementia (PDD), and Lewy body dementia (DLB), as cortical neural synchronization markers in quiet wakefulness. Here, we tested the hypothesis of additional abnormalities in functional cortical connectivity computed in those sources, in ADD, considered as a "disconnection cortical syndrome", in comparison with PDD and DLB. Resting-state eyes-closed electroencephalographic (rsEEG) rhythms had been collected in 42 ADD, 42 PDD, 34 DLB, and 40 normal healthy older (Nold) participants. Exact low-resolution brain electromagnetic tomography (eLORETA) freeware estimated the functional lagged linear connectivity (LLC) from rsEEG cortical sources in delta, theta, alpha, beta, and gamma bands. The area under receiver operating characteristic (AUROC) curve indexed the classification accuracy between Nold and diseased individuals (only values >0.7 were considered). Interhemispheric and intrahemispheric LLCs in widespread delta sources were abnormally higher in the ADD group and, unexpectedly, normal in DLB and PDD groups. Intrahemispheric LLC was reduced in widespread alpha sources dramatically in ADD, markedly in DLB, and moderately in PDD group. Furthermore, the interhemispheric LLC in widespread alpha sources showed lower values in ADD and DLB than PDD groups. At the individual level, AUROC curves of LLC in alpha sources exhibited better classification accuracies for the discrimination of ADD versus Nold individuals (0.84) than for DLB versus Nold participants (0.78) and PDD versus Nold participants (0.75). Functional cortical connectivity markers in delta and alpha sources suggest a more compromised neurophysiological reserve in ADD than DLB, at both group and individual levels., (Copyright © 2017 Elsevier Inc. All rights reserved.)
- Published
- 2018
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31. Functional cortical source connectivity of resting state electroencephalographic alpha rhythms shows similar abnormalities in patients with mild cognitive impairment due to Alzheimer's and Parkinson's diseases.
- Author
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Babiloni C, Del Percio C, Lizio R, Noce G, Lopez S, Soricelli A, Ferri R, Pascarelli MT, Catania V, Nobili F, Arnaldi D, Famà F, Orzi F, Buttinelli C, Giubilei F, Bonanni L, Franciotti R, Onofrj M, Stirpe P, Fuhr P, Gschwandtner U, Ransmayr G, Garn H, Fraioli L, Pievani M, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Başar E, Yener G, Emek-Savaş DD, Triggiani AI, Taylor JP, De Pandis MF, Vacca L, Frisoni GB, and Stocchi F
- Subjects
- Aged, Alzheimer Disease diagnosis, Alzheimer Disease psychology, Cognitive Dysfunction diagnosis, Cognitive Dysfunction psychology, Female, Humans, Male, Neuropsychological Tests, Parkinson Disease diagnosis, Parkinson Disease psychology, Rest physiology, Retrospective Studies, Alpha Rhythm physiology, Alzheimer Disease physiopathology, Cerebral Cortex physiology, Cognitive Dysfunction physiopathology, Electroencephalography methods, Parkinson Disease physiopathology
- Abstract
Objective: This study tested the hypothesis that markers of functional cortical source connectivity of resting state eyes-closed electroencephalographic (rsEEG) rhythms may be abnormal in subjects with mild cognitive impairment due to Alzheimer's (ADMCI) and Parkinson's (PDMCI) diseases compared to healthy elderly subjects (Nold)., Methods: rsEEG data had been collected in ADMCI, PDMCI, and Nold subjects (N = 75 for any group). eLORETA freeware estimated functional lagged linear connectivity (LLC) from rsEEG cortical sources. Area under receiver operating characteristic (AUROC) curve indexed the accuracy in the classification of Nold and MCI individuals., Results: Posterior interhemispheric and widespread intrahemispheric alpha LLC solutions were abnormally lower in both MCI groups compared to the Nold group. At the individual level, AUROC curves of LLC solutions in posterior alpha sources exhibited moderate accuracies (0.70-0.72) in the discrimination of Nold vs. ADMCI-PDMCI individuals. No differences in the LLC solutions were found between the two MCI groups., Conclusions: These findings unveil similar abnormalities in functional cortical connectivity estimated in widespread alpha sources in ADMCI and PDMCI. This was true at both group and individual levels., Significance: The similar abnormality of alpha source connectivity in ADMCI and PDMCI subjects might reflect common cholinergic impairment., (Copyright © 2018 International Federation of Clinical Neurophysiology. Published by Elsevier B.V. All rights reserved.)
- Published
- 2018
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32. Predictive value of very low frequency at spectral analysis among patients with unexplained syncope assessed by head-up tilt testing.
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Ciliberti MAP, Santoro F, Di Martino LFM, Rinaldi AC, Salvemini G, Cipriani F, Triggiani AI, Moscatelli F, Valenzano A, Di Biase M, Brunetti ND, and Cibelli G
- Subjects
- Adult, Area Under Curve, Blood Pressure, Blood Pressure Determination, Chi-Square Distribution, Female, Humans, Logistic Models, Male, Middle Aged, Multivariate Analysis, Odds Ratio, Predictive Value of Tests, Preliminary Data, Prospective Studies, ROC Curve, Risk Factors, Syncope, Vasovagal etiology, Syncope, Vasovagal physiopathology, Time Factors, Young Adult, Electrocardiography, Heart Rate, Patient Positioning, Posture, Syncope, Vasovagal diagnosis, Tilt-Table Test methods
- Abstract
Background: The role of heart rate variability (HRV) in the prediction of vasovagal syncope during head-up tilt testing (HUTt) is unclear., Aim: To evaluate the ability of the spectral components of HRV at rest to predict vasovagal syncope among patients with unexplained syncope referred for HUTt., Methods: Twenty-six consecutive patients with unexplained syncope were enrolled in the study. All patients underwent HRV evaluation at rest (very low frequency [VLF], low frequency [LF], high frequency [HF] and LF/HF ratio) and during HUTt. HUTt was performed using the Westminster protocol. Continuous electrocardiogram and blood pressure monitoring were performed throughout the test., Results: Eight (31%) patients developed syncope during HUTt. There were no baseline differences in terms of clinical features and HRV variables among patients who developed syncope and those who did not, except for VLF (2421 vs 896ms
2 ; P<0.001). In the multivariable logistic regression analysis, including age and sex, VLF was the only independent variable associated with syncope during HUTt (odds ratio 1.002, 95% confidence interval 1.0003-1.0032; P=0.02). The area under the curve at rest was 0.889 for VLF, 0.674 for HF and 0.611 for LF. A value of VLF>2048ms2 was the optimal cut-off to predict syncope during HUTt (sensitivity 87.5%, specificity 72.2%)., Conclusions: VLF at rest predicted the incidence of syncope during HUTt. Further studies are warranted to confirm these preliminary data., (Copyright © 2017 Elsevier Masson SAS. All rights reserved.)- Published
- 2018
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33. Different Abnormalities of Cortical Neural Synchronization Mechanisms in Patients with Mild Cognitive Impairment due to Alzheimer's and Chronic Kidney Diseases: An EEG Study.
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Lizio R, Babiloni C, Del Percio C, Losurdo A, Vernò L, De Tommaso M, Montemurno A, Dalfino G, Cirillo P, Soricelli A, Ferri R, Noce G, Pascarelli MT, Catania V, Nobili F, Famá F, Orzi F, Giubilei F, Buttinelli C, Triggiani AI, Frisoni GB, Scisci AM, Mastrofilippo N, Procaccini DA, and Gesualdo L
- Subjects
- Aged, Alzheimer Disease psychology, Delta Rhythm physiology, Electroencephalography, Female, Humans, Male, Neuropsychological Tests, Preliminary Data, ROC Curve, Renal Insufficiency, Chronic psychology, Rest, Retrospective Studies, Signal Processing, Computer-Assisted, Wakefulness physiology, Alpha Rhythm physiology, Alzheimer Disease physiopathology, Cognitive Dysfunction etiology, Cognitive Dysfunction physiopathology, Cortical Synchronization physiology, Renal Insufficiency, Chronic physiopathology
- Abstract
This study tested whether resting state alpha rhythms (8-13 Hz) may characterize mild cognitive impairment due to Alzheimer's disease (ADMCI) compared with MCI due to chronic kidney disease (CKDMCI). Clinical and resting state eyes-closed electroencephalographic (rsEEG) rhythms from 40 ADMCI, 29 CKDMCI, and 45 cognitively normal elderly (Nold) subjects were available in a national archive. Age, gender, and education were matched in the three groups, and Mini-Mental State Evaluation (MMSE) score was paired in the ADMCI and CKDMCI groups. Delta (<4 Hz), theta (4-8 Hz), alpha 1 (8-10.5 Hz), alpha 2 (10.5-13 Hz), beta 1 (13-20 Hz), beta 2 (20-30 Hz), and gamma (30-40 Hz) cortical sources were estimated by eLORETA freeware and classified across individuals by area under the receiver operating characteristic curve (AUROCC). Compared with Nold group, posterior alpha 1 source activities were more reduced in ADMCI than CKDMCI group. In contrast, widespread delta source activities were greater in CKDMCI than ADMCI group. These source activities correlated with the MMSE score and correctly classified between Nold and all MCI individuals (AUROCC = 0.8-0.85) and between ADMCI and CKDMCI subjects (AUROCC = 0.75). These results suggest that early AD affects cortical neural synchronization at alpha frequencies underpinning brain arousal and low vigilance in the quiet wakefulness. In contrast, CKD may principally affect cortical neural synchronization at the delta frequencies. Future prospective cross-validation studies will have to test these candidate rsEEG markers for clinical applications and drug discovery.
- Published
- 2018
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34. Abnormalities of Resting State Cortical EEG Rhythms in Subjects with Mild Cognitive Impairment Due to Alzheimer's and Lewy Body Diseases.
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Babiloni C, Del Percio C, Lizio R, Noce G, Lopez S, Soricelli A, Ferri R, Pascarelli MT, Catania V, Nobili F, Arnaldi D, Famà F, Aarsland D, Orzi F, Buttinelli C, Giubilei F, Onofrj M, Stocchi F, Vacca L, Stirpe P, Fuhr P, Gschwandtner U, Ransmayr G, Garn H, Fraioli L, Pievani M, Frisoni GB, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Başar E, Yener G, Emek-Savaş DD, Triggiani AI, Franciotti R, Taylor JP, De Pandis MF, and Bonanni L
- Subjects
- Aged, Alzheimer Disease complications, Alzheimer Disease diagnosis, Alzheimer Disease drug therapy, Brain drug effects, Cognitive Dysfunction diagnosis, Cognitive Dysfunction drug therapy, Cognitive Dysfunction etiology, Educational Status, Female, Humans, Lewy Body Disease complications, Lewy Body Disease diagnosis, Lewy Body Disease drug therapy, Male, Psychotropic Drugs therapeutic use, Rest, Retrospective Studies, Signal Processing, Computer-Assisted, Alzheimer Disease physiopathology, Brain physiopathology, Cognitive Dysfunction physiopathology, Electroencephalography, Lewy Body Disease physiopathology
- Abstract
The present study tested the hypothesis that cortical sources of resting state eyes-closed electroencephalographic (rsEEG) rhythms reveal different abnormalities in cortical neural synchronization in groups of patients with mild cognitive impairment due to Alzheimer's disease (ADMCI) and dementia with Lewy bodies (DLBMCI) as compared to cognitively normal elderly (Nold) subjects. Clinical and rsEEG data in 30 ADMCI, 23 DLBMCI, and 30 Nold subjects were available in an international archive. Age, gender, and education were carefully matched in the three groups. The Mini-Mental State Evaluation (MMSE) score was matched between the ADMCI and DLBMCI groups. Individual alpha frequency peak (IAF) was used to determine the delta, theta, alpha1, alpha2, and alpha3 frequency band ranges. Fixed beta1, beta2, and gamma bands were also considered. eLORETA estimated the rsEEG cortical sources. Receiver operating characteristic curve (ROCC) classified these sources across individuals. Compared to Nold, IAF showed marked slowing in DLBMCI and moderate in ADMCI. Furthermore, the posterior alpha 2 and alpha 3 source activities were more abnormal in the ADMCI than the DLBMCI group, while widespread delta source activities were more abnormal in the DLBMCI than the ADMCI group. The posterior delta and alpha sources correlated with the MMSE score and correctly classified the Nold and MCI individuals (area under the ROCC >0.85). In conclusion, the ADMCI and DLBMCI patients showed different features of cortical neural synchronization at delta and alpha frequencies underpinning brain arousal and vigilance in the quiet wakefulness. Future prospective cross-validation studies will have to test the clinical validity of these rsEEG markers.
- Published
- 2018
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35. Maternal Stress and Coping Strategies in Developmental Dyslexia: An Italian Multicenter Study.
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Carotenuto M, Messina A, Monda V, Precenzano F, Iacono D, Verrotti A, Piccorossi A, Gallai B, Roccella M, Parisi L, Maltese A, Lavano F, Marotta R, Lavano SM, Lanzara V, Ferrentino RI, Pisano S, Salerno M, Valenzano A, Triggiani AI, Polito AN, Cibelli G, Monda M, Messina G, Ruberto M, and Esposito M
- Abstract
Background: Studies about the impact of developmental dyslexia (DD) on parenting are scarce. Our investigation aimed to assess maternal stress levels and mothers' copying styles in a population of dyslexic children., Methods: A total of 874 children (500 boys, 374 girls; mean age 8.32 ± 2.33 years) affected by DD was included in the study. A total of 1,421 typically developing children (789 boys, 632 girls; mean age 8.25 ± 3.19 years) were recruited from local schools of participating Italian Regions (Abruzzo, Calabria, Campania, Puglia, Umbria, Sicily) and used as control-children group. All mothers (of both DD and typically developing children) filled out an evaluation for parental stress (Parenting Stress Index-Short Form) and coping strategies [Coping Inventory for Stressful Situations (CISS)]., Results: No statistical differences for mean age ( p = 0.456) and gender ( p = 0.577) were found between DD and control children. Mothers of children affected by DD showed an higher rate of all parental stress indexes (Parental Distress domain p < 0.001, Difficult Child p < 0.001, Parent-Child Dysfunctional Interaction p < 0.001, and Total Stress subscale score p < 0.001) than controls mothers. According to the CISS evaluation, mothers of DD children reported a significantly higher rate of emotion-oriented ( p < 0.001) and avoidance-oriented ( p < 0.001) coping styles than mothers of typical developing children. On the other hand, a lower representation of task-oriented coping style was found in mothers of DD children ( p < 0.001) in comparison to mothers of control-children., Conclusion: Our study shows the clinical relevance of the burden carried by the mothers of children affected by DD and suggests the importance to assess parents, particularly mothers, to improve family compliance and clinical management of this disorder.
- Published
- 2017
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36. Role of Sex Hormones in the Control of Vegetative and Metabolic Functions of Middle-Aged Women.
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Monda V, Salerno M, Fiorenzo M, Villano I, Viggiano A, Sessa F, Triggiani AI, Cibelli G, Valenzano A, Marsala G, Zammit C, Ruberto M, Messina G, Monda M, De Luca V, and Messina A
- Abstract
Aims: In women's life, menopause is characterized by significant physiological changes often associated with an increase in body mass and obesity-associated sicknesses. Numerous researches described interdependencies of estrogen deficiency, aging, and resting energy expenditure (REE) downfall in the obesity correlated with the menopause. The aim of this study was to determining whether healthy, obese menopausal women underwent HRT treatment, showed changes in their REE, autonomic asset, and assessment of oxidative stress in comparison with obese pre- and post-menopausal women. Methodology: In this study, we measured the body composition, the REE, the oxidative stress, the diet assimilation, and the autonomic nervous system activity in three groups: pre-menopause women ( n = 50), post-menopause women following hormone-replacement therapy (HRT; n = 50), and post-menopause women not following HRT ( n = 50). Results: In the group with HRT a significant increase of the sympathetic activity and REE was described. Finally this group showed a notable increment of oxidative stress compared with the others, and utilizing BIA instrument, the free fat mass was increased respect to the fat mass of obese women. Conclusion: The study highlights the importance of the HRT-related physiological changes that influence body weight in menopause women. This results are important because have a practical implications for prevention and/or treatment of the obesity.
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- 2017
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37. Primary Motor Cortex Excitability in Karate Athletes: A Transcranial Magnetic Stimulation Study.
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Monda V, Valenzano A, Moscatelli F, Salerno M, Sessa F, Triggiani AI, Viggiano A, Capranica L, Marsala G, De Luca V, Cipolloni L, Ruberto M, Precenzano F, Carotenuto M, Zammit C, Gelzo M, Monda M, Cibelli G, Messina G, and Messina A
- Abstract
Purpose: The mechanisms involved in the coordination of muscle activity are not completely known: to investigate adaptive changes in human motor cortex Transcranial magnetic stimulation (TMS) was often used. The sport models are frequently used to study how the training may affect the corticospinal system excitability: Karate represents a valuable sport model for this kind of investigations for its high levels of coordination required to athletes. This study was aimed at examining possible changes in the resting motor threshold (rMT) and in the corticospinal response in karate athletes, and at determining whether athletes are characterized by a specific value of rMT. Methods: We recruited 25 right-handed young karate athletes and 25 matched non-athletes. TMS was applied to primary motor cortex (M1). Motor evoked potential (MEP) were recorded by two electrodes placed above the first dorsal interosseous (FDI) muscle. We considered MEP latencies and amplitudes at rMT, 110% of rMT, and 120% of rMT. Results: The two groups were similar for age ( p > 0.05), height ( p > 0.05) and body mass ( p > 0.05). The TMS had a 70-mm figure-of-eight coil and a maximum output of 2.2 T, placed over the left motor cortex. During the stimulation, a mechanical arm kept the coil tangential to the scalp, with the handle at 45° respect to the midline. The SofTaxic navigator system (E.M.S. Italy, www.emsmedical.net) was used in order to correctly identifying and repeating the stimulation for every subject. Compared to non-athletes, athletes showed a lower resting motor threshold ( p < 0.001). Furthermore, athletes had a lower MEP latency ( p < 0.001) and a higher MEP amplitude ( p < 0.001) compared to non-athletes. Moreover, a ROC curve for rMT was found significant (area: 0.907; sensitivity 84%, specificity 76%). Conclusions: As the main finding, the present study showed significant differences in cortical excitability between athletes and non-athletes. The training can improve cortical excitability inducing athletes' modifications, as demonstrated in rMT and MEP values. These finding support the hypothesis that the sport practice determines specific brain organizations in relationship with the sport challenges.
- Published
- 2017
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38. Abnormalities of cortical neural synchronization mechanisms in patients with dementia due to Alzheimer's and Lewy body diseases: an EEG study.
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Babiloni C, Del Percio C, Lizio R, Noce G, Cordone S, Lopez S, Soricelli A, Ferri R, Pascarelli MT, Nobili F, Arnaldi D, Aarsland D, Orzi F, Buttinelli C, Giubilei F, Onofrj M, Stocchi F, Stirpe P, Fuhr P, Gschwandtner U, Ransmayr G, Caravias G, Garn H, Sorpresi F, Pievani M, Frisoni GB, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Başar E, Yener G, Emek-Savaş DD, Triggiani AI, Franciotti R, De Pandis MF, and Bonanni L
- Subjects
- Aged, Female, Humans, Male, Ocular Physiological Phenomena, Rest physiology, Retrospective Studies, Alzheimer Disease physiopathology, Cerebral Cortex physiopathology, Cortical Synchronization physiology, Electroencephalography, Lewy Body Disease physiopathology
- Abstract
The aim of this retrospective exploratory study was that resting state eyes-closed electroencephalographic (rsEEG) rhythms might reflect brain arousal in patients with dementia due to Alzheimer's disease dementia (ADD), Parkinson's disease dementia (PDD), and dementia with Lewy body (DLB). Clinical and rsEEG data of 42 ADD, 42 PDD, 34 DLB, and 40 healthy elderly (Nold) subjects were available in an international archive. Demography, education, and Mini-Mental State Evaluation score were not different between the patient groups. Individual alpha frequency peak (IAF) determined the delta, theta, alpha 1, alpha 2, and alpha 3 frequency bands. Fixed beta 1, beta 2, and gamma bands were also considered. rsEEG cortical sources were estimated by means of the exact low-resolution brain electromagnetic source tomography and were then classified across individuals, on the basis of the receiver operating characteristic curves. Compared to Nold, IAF showed marked slowing in PDD and DLB and moderate slowing in ADD. Furthermore, all patient groups showed lower posterior alpha 2 source activities. This effect was dramatic in ADD, marked in DLB, and moderate in PDD. These groups also showed higher occipital delta source activities, but this effect was dramatic in PDD, marked in DLB, and moderate in ADD. The posterior delta and alpha sources allowed good classification accuracy (approximately 0.85-0.90) between the Nold subjects and patients, and between ADD and PDD patients. In quiet wakefulness, delta and alpha sources unveiled different spatial and frequency features of the cortical neural synchronization underpinning brain arousal in ADD, PDD, and DLB patients. Future prospective cross-validation studies should test these rsEEG markers for clinical applications and drug discovery., (Copyright © 2017 Elsevier Inc. All rights reserved.)
- Published
- 2017
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39. Role of Autonomic Nervous System and Orexinergic System on Adipose Tissue.
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Messina G, Valenzano A, Moscatelli F, Salerno M, Lonigro A, Esposito T, Monda V, Corso G, Messina A, Viggiano A, Triggiani AI, Chieffi S, Guglielmi G, Monda M, and Cibelli G
- Abstract
Adipose tissue, defined as white adipose tissue (WAT) and brown adipose tissue (BAT), is a biological caloric reservoir; in response to over-nutrition it expands and, in response to energy deficit, it releases lipids. The WAT primarily stores energy as triglycerides, whereas BAT dissipates chemical energy as heat. In mammals, the BAT is a key site for heat production and an attractive target to promote weight loss. The autonomic nervous system (ANS) exerts a direct control at the cellular and molecular levels in adiposity. The sympathetic nervous system (SNS) provides a complex homeostatic control to specifically coordinate function and crosstalk of both fat pads, as indicated by the increase of the sympathetic outflow to BAT, in response to cold and high-fat diet, but also by the increase or decrease of the sympathetic outflow to selected WAT depots, in response to different lipolytic requirements of these two conditions. More recently, a role has been attributed to the parasympathetic nervous system (PNS) in modulating both adipose tissue insulin-mediated glucose uptake and fatty free acid (FFA) metabolism in an anabolic way and its endocrine function. The regulation of adipose tissue is unlikely to be limited to the autonomic control, since a number of signaling cytokines and neuropeptides play an important role, as well. In this review, we report some experimental evidences about the role played by both the ANS and orexins into different fat pads, related to food intake and energy expenditure, with a special emphasis on body weight status and fat mass (FM) content.
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- 2017
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40. Classification of Healthy Subjects and Alzheimer's Disease Patients with Dementia from Cortical Sources of Resting State EEG Rhythms: A Study Using Artificial Neural Networks.
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Triggiani AI, Bevilacqua V, Brunetti A, Lizio R, Tattoli G, Cassano F, Soricelli A, Ferri R, Nobili F, Gesualdo L, Barulli MR, Tortelli R, Cardinali V, Giannini A, Spagnolo P, Armenise S, Stocchi F, Buenza G, Scianatico G, Logroscino G, Lacidogna G, Orzi F, Buttinelli C, Giubilei F, Del Percio C, Frisoni GB, and Babiloni C
- Abstract
Previous evidence showed a 75.5% best accuracy in the classification of 120 Alzheimer's disease (AD) patients with dementia and 100 matched normal elderly (Nold) subjects based on cortical source current density and linear lagged connectivity estimated by eLORETA freeware from resting state eyes-closed electroencephalographic (rsEEG) rhythms (Babiloni et al., 2016a). Specifically, that accuracy was reached using the ratio between occipital delta and alpha1 current density for a linear univariate classifier (receiver operating characteristic curves). Here we tested an innovative approach based on an artificial neural network (ANN) classifier from the same database of rsEEG markers. Frequency bands of interest were delta (2-4 Hz), theta (4-8 Hz Hz), alpha1 (8-10.5 Hz), and alpha2 (10.5-13 Hz). ANN classification showed an accuracy of 77% using the most 4 discriminative rsEEG markers of source current density (parietal theta/alpha 1, temporal theta/alpha 1, occipital theta/alpha 1, and occipital delta/alpha 1). It also showed an accuracy of 72% using the most 4 discriminative rsEEG markers of source lagged linear connectivity (inter-hemispherical occipital delta/alpha 2, intra-hemispherical right parietal-limbic alpha 1, intra-hemispherical left occipital-temporal theta/alpha 1, intra-hemispherical right occipital-temporal theta/alpha 1). With these 8 markers combined, an accuracy of at least 76% was reached. Interestingly, this accuracy based on 8 (linear) rsEEG markers as inputs to ANN was similar to that obtained with a single rsEEG marker (Babiloni et al., 2016a), thus unveiling their information redundancy for classification purposes. In future AD studies, inputs to ANNs should include other classes of independent linear (i.e., directed transfer function) and non-linear (i.e., entropy) rsEEG markers to improve the classification.
- Published
- 2017
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41. Abnormalities of Cortical Neural Synchronization Mechanisms in Subjects with Mild Cognitive Impairment due to Alzheimer's and Parkinson's Diseases: An EEG Study.
- Author
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Babiloni C, Del Percio C, Lizio R, Noce G, Cordone S, Lopez S, Soricelli A, Ferri R, Pascarelli MT, Nobili F, Arnaldi D, Famà F, Aarsland D, Orzi F, Buttinelli C, Giubilei F, Onofrj M, Stocchi F, Stirpe P, Fuhr P, Gschwandtner U, Ransmayr G, Caravias G, Garn H, Sorpresi F, Pievani M, D'Antonio F, De Lena C, Güntekin B, Hanoğlu L, Başar E, Yener G, Emek-Savaş DD, Triggiani AI, Franciotti R, Frisoni GB, Bonanni L, and De Pandis MF
- Subjects
- Aged, Aged, 80 and over, Electroencephalography, Female, Humans, Male, Mental Status Schedule, Middle Aged, Neuropsychological Tests, Retrospective Studies, Spectrum Analysis, Alzheimer Disease complications, Brain Waves physiology, Cerebral Cortex physiopathology, Cognitive Dysfunction etiology, Cognitive Dysfunction pathology, Parkinson Disease complications
- Abstract
The aim of this retrospective and exploratory study was that the cortical sources of resting state eyes-closed electroencephalographic (rsEEG) rhythms might reveal different abnormalities in cortical neural synchronization in groups of patients with mild cognitive impairment due to Alzheimer's disease (ADMCI) and Parkinson's disease (PDMCI) as compared to healthy subjects. Clinical and rsEEG data of 75 ADMCI, 75 PDMCI, and 75 cognitively normal elderly (Nold) subjects were available in an international archive. Age, gender, and education were carefully matched in the three groups. The Mini-Mental State Evaluation (MMSE) was matched between the ADMCI and PDMCI groups. Individual alpha frequency peak (IAF) was used to determine the delta, theta, alpha1, alpha2, and alpha3 frequency band ranges. Fixed beta1, beta2, and gamma bands were also considered. eLORETA estimated the rsEEG cortical sources. Receiver operating characteristic curve (ROC) classified these sources across individuals. Results showed that compared to the Nold group, the posterior alpha2 and alpha3 source activities were more abnormal in the ADMCI than the PDMCI group, while the parietal delta source activities were more abnormal in the PDMCI than the ADMCI group. The parietal delta and alpha sources correlated with MMSE score and correctly classified the Nold and diseased individuals (area under the ROC = 0.77-0.79). In conclusion, the PDMCI and ADMCI patients showed different features of cortical neural synchronization at delta and alpha frequencies underpinning brain arousal and vigilance in the quiet wakefulness. Future prospective cross-validation studies will have to test these rsEEG markers for clinical applications and drug discovery.
- Published
- 2017
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42. Differences in corticospinal system activity and reaction response between karate athletes and non-athletes.
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Moscatelli F, Messina G, Valenzano A, Petito A, Triggiani AI, Messina A, Monda V, Viggiano A, De Luca V, Capranica L, Monda M, and Cibelli G
- Subjects
- Adult, Electromyography, Humans, Transcranial Magnetic Stimulation, Young Adult, Evoked Potentials, Motor physiology, Martial Arts physiology, Pyramidal Tracts physiology, Reaction Time physiology
- Abstract
The aim of this study was to verify the hypothesis that transcranial magnetic stimulation (TMS) parameters over the hand region of the motor cortex, such as resting motor threshold (rMT) and motor evoked potential (MEP) latency, predict the behavioural performance of karate athletes in the response time (RT) test. Twenty-five male karate athletes (24.9 ± 4.9 years) and 25 matched non-athletes (26.2 ± 4.5 years) were recruited. Using TMS, we investigated cortico-spinal system excitability. Compared with controls, the athletes showed faster RT (p < 0.001), lower rMT (p < 0.01), shorter MEP latency (p < 0.01), and higher MEP amplitude (p < 0.01); moreover, there was a significant positive linear correlation between RT and rMT (p < 0.001), between RT and MEP latency (p < 0.0001), and a negative correlation between RT and MEP amplitude (p < 0.001). The practice of competitive sports affects both the central and peripheral nervous system. Subjects that showed higher cortical excitability showed also higher velocity, at which the neural signal is propagated from the motor cortex to the muscle and consequently better RT. The lower rMT and the shorter MEP latency observed in athletes support the effects of training in determining specific brain organizations to meet specific sport challenges.
- Published
- 2016
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43. Correction: Functional Assessment of Corticospinal System Excitability in Karate Athletes.
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Moscatelli F, Messina G, Valenzano A, Monda V, Viggiano A, Messina A, Petito A, Triggiani AI, Ciliberti MA, Monda M, Capranica L, and Cibelli G
- Abstract
[This corrects the article DOI: 10.1371/journal.pone.0155998.].
- Published
- 2016
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44. Relationship between blood lactate and cortical excitability between taekwondo athletes and non-athletes after hand-grip exercise.
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Moscatelli F, Valenzano A, Petito A, Triggiani AI, Ciliberti MAP, Luongo L, Carotenuto M, Esposito M, Messina A, Monda V, Monda M, Capranica L, Messina G, and Cibelli G
- Subjects
- Adult, Anthropometry, Case-Control Studies, Electroencephalography, Electromyography, Evoked Potentials, Motor physiology, Female, Humans, Male, Statistics, Nonparametric, Time Factors, Transcranial Magnetic Stimulation, Young Adult, Exercise physiology, Hand Strength physiology, Lactic Acid blood, Martial Arts physiology, Motor Cortex physiology
- Abstract
Objectives: In taekwondo competitions, fatigue has a large influence on performance. Recent studies have reported that the excitability in the primary hand motor cortex, investigated with transcranial magnetic stimulation (TMS), is enhanced at the end of a maximal exercise and that this improvement correlates with blood lactate. The aim of the present study was to investigate the relationship between blood lactate and cortical excitability in taekwondo athletes and non-athletes., Methods: The excitability of the primary motor cortex was measured before and after fatiguing hand-grip exercise by TMS. Capillary blood lactate was measured at rest (pre-test), at the end (0 min), and at 3 and 10 min after the exercise by using a "Lactate Pro" portable lactate analyzer., Results: Significant differences in cortical excitability between the two groups were found after the exercise (p < 0.05). Furthermore, we found a significant relationship between cortical excitability and blood lactate (p < 0.01)., Conclusion: The present findings showed changes in the excitability in the athletes group and also in the non-athletes group. However, blood lactate seems to have the greater effect in trained subjects compared to untrained subjects. In fact, it appears that, during extremely intensive exercise in taekwondo athletes, lactate may delay the onset of fatigue not only by maintaining the excitability of muscle, but also by increasing the excitability of the primary motor cortex more than in non-athletes.
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- 2016
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45. Functional Assessment of Corticospinal System Excitability in Karate Athletes.
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Moscatelli F, Messina G, Valenzano A, Monda V, Viggiano A, Messina A, Petito A, Triggiani AI, Ciliberti MA, Monda M, Capranica L, and Cibelli G
- Subjects
- Adult, Athletes, Athletic Performance, Electromyography, Evoked Potentials, Motor, Humans, Male, Martial Arts, Muscle, Skeletal physiology, Young Adult, Motor Cortex physiology, Rest physiology, Transcranial Magnetic Stimulation methods
- Abstract
Objectives: To investigate the involvement of the primary motor cortex (M1) in the coordination performance of karate athletes through transcranial magnetic stimulation (TMS)., Methods: Thirteen right-handed male karate athletes (25.0±5.0 years) and 13 matched non-athlete controls (26.7±6.2 years) were enrolled. A single-pulse TMS was applied using a figure-eight coil stimulator. Resting motor threshold (rMT) was determined. Surface electromyography was recorded from the first dorsal interosseous muscle. Motor evoked potential (MEP) latencies and amplitudes at rMT, 110%, and 120% of rMT were considered. Functional assessment of the coordination performance was assessed by in-phase (IP) and anti-phase (AP) homolateral hand and foot coordination tasks performed at 80, 120, and 180 bpm., Results: Compared to controls, athletes showed lower rMT (p<0.01), shorter MEP latency (p<0.01) and higher MEP amplitude (p<0.01), with a significant correlation (r = 0.50, p<0.01) between rMT and MEP latency. Coordination decreased with increasing velocity, and better IP performances emerged compared to AP ones (p<0.001). In general, a high correlation between rMT and coordination tasks was found for both IP and AP conditions., Conclusion: With respect to controls, karate athletes present a higher corticospinal excitability indicating the presence of an activity-dependent alteration in the balance and interactions between inhibitory and facilitatory circuits determining the final output from the M1. Furthermore, the high correlation between corticospinal excitability and coordination performance could support sport-specific neurophysiological arrangements.
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- 2016
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46. Resting state Rolandic mu rhythms are related to activity of sympathetic component of autonomic nervous system in healthy humans.
- Author
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Triggiani AI, Valenzano A, Del Percio C, Marzano N, Soricelli A, Petito A, Bellomo A, Başar E, Mundi C, Cibelli G, and Babiloni C
- Subjects
- Adolescent, Adult, Electrocardiography, Electroencephalography, Electrooculography, Female, Humans, Male, Spectrum Analysis, Statistics, Nonparametric, Young Adult, Brain Waves physiology, Cerebral Cortex physiology, Heart Rate physiology, Rest, Sympathetic Nervous System physiology
- Abstract
We tested the hypothesis of a relationship between heart rate variability (HRV) and Rolandic mu rhythms in relaxed condition of resting state. Resting state eyes-closed electroencephalographic (EEG) and electrocardiographic (ECG) data were recorded (10-20 System) in 42 healthy adults. EEG rhythms of interest were high-frequency alpha (10.5-13Hz) and low-frequency beta (13-20Hz), which are supposed to form Rolandic mu rhythms. Rolandic and occipital (control) EEG sources were estimated by LORETA software. Results showed a statistically significant (p<0.05, corrected) negative correlation across all subjects between Rolandic cortical sources of low-frequency beta rhythms and the low-frequency band power (LF, 0.04-0.15Hz) of tachogram spectrum as an index of HRV. The lower the amplitude of Rolandic sources of low-frequency beta rhythms (as a putative sign of activity of somatomotor cortex), the higher the LF band power of tachogram spectrum (as a putative sign of sympathetic activity). This effect was specific as there was neither a similar correlation between these EEG rhythms and high-frequency band power of tachogram spectrum (as a putative sign of parasympathetic vagal activity) neither between occipital sources of low-frequency beta rhythms (as a putative sign of activity of visual cortex) and LF band power of tachogram spectrum. These results suggest that Rolandic low-frequency beta rhythms are related to sympathetic activity regulating heart rate, as a dynamic neurophysiologic oscillatory mechanism sub-serving the interaction between brain neural populations involved in somatomotor control and brain neural populations regulating ANS signals to heart for on-going homeostatic adaptations., (Copyright © 2015 Elsevier B.V. All rights reserved.)
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- 2016
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47. Brain neural synchronization and functional coupling in Alzheimer's disease as revealed by resting state EEG rhythms.
- Author
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Babiloni C, Lizio R, Marzano N, Capotosto P, Soricelli A, Triggiani AI, Cordone S, Gesualdo L, and Del Percio C
- Subjects
- Cognitive Dysfunction pathology, Electroencephalography, Humans, Alzheimer Disease pathology, Cerebral Cortex physiopathology, Cortical Synchronization physiology, Rest
- Abstract
Alzheimer's disease (AD) is the most common type of neurodegenerative disorder, typically causing dementia along aging. AD is mainly characterized by a pathological extracellular accumulation of amyloid-beta peptides that affects excitatory and inhibitory synaptic transmission, inducing aberrant patterns in neuronal circuits. Growing evidence shows that AD targets cortical neuronal networks related to cognitive functions including episodic memory and visuospatial attention. This is partially reflected by the abnormal mechanisms of cortical neural synchronization and coupling that generate resting state electroencephalographic (EEG) rhythms. The cortical neural synchronization is typically indexed by EEG power density. The EEG coupling between electrode pairs probes functional (inter-relatedness of EEG signals) and effective (casual effect from one over the other electrode) connectivity. The former is typically indexed by synchronization likelihood (linear and nonlinear) or spectral coherence (linear), the latter by granger causality or information theory indexes. Here we reviewed literature concerning EEG studies in condition of resting state in AD and mild cognitive impairment (MCI) subjects as a window on abnormalities of the cortical neural synchronization and functional and effective connectivity. Results showed abnormalities of the EEG power density at specific frequency bands (<12Hz) in the MCI and AD populations, associated with an altered functional and effective EEG connectivity among long range cortical networks (i.e. fronto-parietal and fronto-temporal). These results suggest that resting state EEG rhythms reflect the abnormal cortical neural synchronization and coupling in the brain of prodromal and overt AD subjects, possibly reflecting dysfunctional neuroplasticity of the neural transmission in long range cortical networks., (Copyright © 2015. Published by Elsevier B.V.)
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- 2016
- Full Text
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48. Heart-Rate Changes After an Ultraendurance Swim From Italy to Albania: A Case Report.
- Author
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Valenzano A, Moscatelli F, Triggiani AI, Capranica L, De Ioannon G, Piacentini MF, Mignardi S, Messina G, Villani S, and Cibelli G
- Subjects
- Athletes, Catecholamines blood, Humans, Male, Middle Aged, alpha-Amylases analysis, Autonomic Nervous System physiology, Heart Rate, Physical Endurance physiology, Swimming physiology
- Abstract
Purpose: To evaluate the effect of a solo ultraendurance open-water swim on autonomic and nonautonomic control of heart rate (HR)., Methods: A male athlete (age 48 y, height 172 cm, body mass 68 kg, BMI 23 kg/m2) underwent HR-variability (HRV) and circulating catecholamine evaluations at different times before and after an ultraendurance swim crossing the Adriatic Sea from Italy to Albania. HRV was measured in 5-min segments and quantified by time and frequency domain. Circulating catecholamines were estimated by salivary alpha-amylase (sAA) assay., Results: The athlete completed 78.1 km in 23:44 h:min. After arrival, sAA levels had increased by 102.6%. Time- and frequency-domain HRV indexes decreased, as well (mean RR interval, -29,7%; standard deviation of normal mean RR interval, -63,1%; square root of mean squared successive differences between normal-to-normal RR intervals, -49.3%; total power, -74.3%; low frequency, -78.0%; high frequency, -76.4%), while HR increased by 41.8%. At 16-h recovery, sAA had returned to preevent values, while a stable tachycardia was accompanied by reduced HRV measures., Conclusion: To the authors' knowledge, this is the first study reporting cardiac autonomic adjustments to an extreme and challenging ultraendurance open-water swim. The findings confirmed that the autonomic drives depend on exercise efforts. Since HRV changes did not mirror the catecholamine response 16 h postevent, the authors assume that the ultraendurance swim differently influenced cardiac function by both adaptive autonomic and nonautonomic patterns.
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- 2016
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49. Parachute Jumping Induces More Sympathetic Activation Than Cortisol Secretion in First-Time Parachutists.
- Author
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Messina G, Chieffi S, Viggiano A, Tafuri D, Cibelli G, Valenzano A, Triggiani AI, Messina A, De Luca V, and Monda M
- Abstract
Background: The word "stress" describes the status of the body affected by external or internal forces, or "stressors", threatening to alter its dynamic balance or homeostasis. The adaptive changes which occur in reply to stressors are either behavioral or physical. Once a given threshold is surpassed, a systemic reaction takes place involving the "stress system" in the brain together with its peripheral components, the hypothalamic-pituitary-adrenal axis and autonomic sympathetic., Objectives: Stress induces an activation of the sympathetic nervous system (SNS) and the hypothalamic-pituitary-adrenal (HPA) axis. The purpose of this study was to investigate whether the SNS and the HPA axis would show parallel or divergent stress response patterns in a session of first parachute jump., Patients and Methods: Activation of the SNS was evaluated by dosage of salivary alpha-amylase, galvanic skin responses, and heart rate in seven male novice parachutists. Activation of HPA axis was tested by dosage of cortisol. These variables were measured before and 1 minute and 90 minute after the jump., Results: All variables reached a peak at 1 minute post-jump. Salivary alpha-amylase, galvanic skin responses and heart rate did not return to basal value at 90 minutes post-jump, while cortisol returned to basal value at 90 minutes post-jump., Conclusions: This evidence indicates that parachute jumping is accompanied by a dissociation of SNS and HPA response patterns in novice parachutists, showing a slower recovery in sympathetic activity than in cortisol secretion.
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- 2016
- Full Text
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50. Classification of Single Normal and Alzheimer's Disease Individuals from Cortical Sources of Resting State EEG Rhythms.
- Author
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Babiloni C, Triggiani AI, Lizio R, Cordone S, Tattoli G, Bevilacqua V, Soricelli A, Ferri R, Nobili F, Gesualdo L, Millán-Calenti JC, Buján A, Tortelli R, Cardinali V, Barulli MR, Giannini A, Spagnolo P, Armenise S, Buenza G, Scianatico G, Logroscino G, Frisoni GB, and Del Percio C
- Abstract
Previous studies have shown abnormal power and functional connectivity of resting state electroencephalographic (EEG) rhythms in groups of Alzheimer's disease (AD) compared to healthy elderly (Nold) subjects. Here we tested the best classification rate of 120 AD patients and 100 matched Nold subjects using EEG markers based on cortical sources of power and functional connectivity of these rhythms. EEG data were recorded during resting state eyes-closed condition. Exact low-resolution brain electromagnetic tomography (eLORETA) estimated the power and functional connectivity of cortical sources in frontal, central, parietal, occipital, temporal, and limbic regions. Delta (2-4 Hz), theta (4-8 Hz), alpha 1 (8-10.5 Hz), alpha 2 (10.5-13 Hz), beta 1 (13-20 Hz), beta 2 (20-30 Hz), and gamma (30-40 Hz) were the frequency bands of interest. The classification rates of interest were those with an area under the receiver operating characteristic curve (AUROC) higher than 0.7 as a threshold for a moderate classification rate (i.e., 70%). Results showed that the following EEG markers overcame this threshold: (i) central, parietal, occipital, temporal, and limbic delta/alpha 1 current density; (ii) central, parietal, occipital temporal, and limbic delta/alpha 2 current density; (iii) frontal theta/alpha 1 current density; (iv) occipital delta/alpha 1 inter-hemispherical connectivity; (v) occipital-temporal theta/alpha 1 right and left intra-hemispherical connectivity; and (vi) parietal-limbic alpha 1 right intra-hemispherical connectivity. Occipital delta/alpha 1 current density showed the best classification rate (sensitivity of 73.3%, specificity of 78%, accuracy of 75.5%, and AUROC of 82%). These results suggest that EEG source markers can classify Nold and AD individuals with a moderate classification rate higher than 80%.
- Published
- 2016
- Full Text
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