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Isernia S, Di Tella S, Rossetto F, Borgnis F, Realdon O, Cabinio M, Pagliari C, Torchio A, Castagna A, Blasi V, Silveri MC, Baglio F. Exploring cognitive reserve's influence: unveiling the dynamics of digital telerehabilitation in Parkinson's Disease Resilience. NPJ Digit Med 2024; 7:116. [PMID: 38710915 DOI: 10.1038/s41746-024-01113-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 04/12/2024] [Indexed: 05/08/2024] Open
Abstract
Telerehabilitation is emerging as a promising digital method for delivering rehabilitation to Parkinson's Disease (PD) patients, especially in the early stages to promote brain resilience. This study explores how cognitive reserve (CR), the brain's ability to withstand aging and disease, impacts the effectiveness of telerehabilitation. It specifically examines the influence of lifelong cognitive activities on the relationship between neural reserve and improved functional abilities following rehabilitation. In the study, 42 PD patients underwent a 4-month neuromotor telerehabilitation program. CR proxies were assessed using the Cognitive Reserve Index questionnaire (CRIq), brain changes via 3T-MRI, and functional response through changes in the 6-Minute Walk Distance (6MWD). Participants were divided into responders (n = 23) and non-responders (n = 19) based on their 6MWD improvement. A multiple regression model was run to test significant predictors of 6MWD after treatment in each group. The results revealed a significant correlation between 6MWD and CRIq scores, but only among responders. Notably, the CRIq Leisure-Time sub-index, along with baseline 6MWD, were predictors of post-treatment 6MWD. These findings highlight CR's role in enhancing the benefits of telerehabilitation on PD patients' neuromotor functions. Clinically, these results suggest that neurologists and clinicians should consider patients' lifestyles and cognitive engagement as important factors in predicting and enhancing the outcomes of telerehabilitation. The study underscores the potential of CR as both a predictor and booster of telerehabilitation's effects, advocating for a personalized approach to PD treatment that takes into account individual CR levels.
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Affiliation(s)
- Sara Isernia
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy.
| | - Sonia Di Tella
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
| | | | | | - Olivia Realdon
- Department of Human Sciences for Education, University of Milano-Bicocca, Milan, Italy
| | - Monia Cabinio
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | | | | | - Anna Castagna
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Valeria Blasi
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
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Wang H, Pei Z, Liu Y. Effects of square dance exercise on cognitive function in elderly individuals with mild cognitive impairment: the mediating role of balance ability and executive function. BMC Geriatr 2024; 24:156. [PMID: 38360628 PMCID: PMC10870555 DOI: 10.1186/s12877-024-04714-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 01/16/2024] [Indexed: 02/17/2024] Open
Abstract
BACKGROUND Square dancing is a kind of aerobic fitness exercise without environmental restrictions that yields many benefits for physical and mental health; this exercise is popular among middle-aged and elderly people in China and in these populations in other countries. This study aimed to evaluate the effects of square dance exercise on the overall cognitive function of elderly individuals with mild cognitive impairment (MCI) and to research its mechanisms. METHODS A total of 60 elderly people with MCI (60-69 years old) without square dance experience were selected and randomly divided into an experimental group (n = 30) and a control group (n = 30). The experimental group participated in square dance exercise for 12 weeks, while the control group maintained their original lifestyle habits. One week before and after the intervention period, the overall cognitive function, physical fitness, and executive function of both groups were measured. RESULTS According to the results, square dance exercise directly improved the overall cognitive function of elderly individuals with MCI and indirectly affected overall cognitive function through the mediating effects of balance ability and executive function. CONCLUSIONS Square dance exercise represents a nonpharmacological intervention for the prevention and treatment of MCI. Importantly, it is best to combine this exercise with other forms of physical exercise and comprehensive treatment programs such as cognitive training, social interaction, and psychological intervention to realize its maximum effect.
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Affiliation(s)
- Heng Wang
- College of Physical Education, Henan Normal University, 453007, Xinxiang, China.
| | - Zhengguo Pei
- College of Physical Education, Henan Normal University, 453007, Xinxiang, China
| | - Yangyang Liu
- College of Physical Education, Henan Normal University, 453007, Xinxiang, China
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Rossetto F, Isernia S, Realdon O, Borgnis F, Blasi V, Pagliari C, Cabinio M, Alberoni M, Mantovani F, Clerici M, Baglio F. A digital health home intervention for people within the Alzheimer's disease continuum: results from the Ability-TelerehABILITation pilot randomized controlled trial. Ann Med 2023; 55:1080-1091. [PMID: 36929703 PMCID: PMC10030155 DOI: 10.1080/07853890.2023.2185672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
PURPOSE This study tested the efficacy of digital-health home intervention for people within the Alzheimer's disease (AD)-continuum. METHODS Thirty people within the AD continuum were randomly assigned to a telerehabilitation (ABILITY; 6 males, Mage=78.2 ± 3.95) or treatment as usual (TAU; 8 males, Mage=77.13 ± 6.38), performing cognitive and physical activities at home for six weeks. The ABILITY intervention additionally included a digital platform enabling communication between the hospital and the patient's home. Efficiency, such as adherence, perceived fit of demands and skills, usability, and effectiveness measures, including neuropsychological level, neuropsychiatric symptoms, and autonomy in daily living, were collected before (T0), after the treatment (T1), and at the 1-year-follow-up (T2). RESULTS The ABILITY program was efficient, with a higher adherence (81% vs. 62%), a higher perceived fit of demands and skills than TAU (p<.05), and a good level of technology usability. In terms of effectiveness, a treatment effect (ABILITY > TAU) emerged on the global cognitive level, especially in language, executive functions, and memory domains. Moreover, a treatment carry-over effect (1-year follow-up) was observed in global cognitive functions (especially language) (ABILITY > TAU), behavioral symptoms, and caregiver distress (TAU > ABILITY). CONCLUSIONS Our preliminary findings suggest that ABILITY is a promising eHealth intervention to improve at-home treatment adherence and to preserve cognitive and behavioral abilities.
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Affiliation(s)
| | - Sara Isernia
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Olivia Realdon
- Department of Human Sciences for Education, Università degli Studi di Milano-Bicocca, Milan, Italy
| | | | - Valeria Blasi
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | | | - Monia Cabinio
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | | | - Fabrizia Mantovani
- Department of Human Sciences for Education, Università degli Studi di Milano-Bicocca, Milan, Italy
| | - Mario Clerici
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
- Department of Physiopathology and Transplants, Università degli Studi di Milano, Milan, Italy
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Juszko K, Kiper P, Wrzeciono A, Cieślik B, Gajda R, Szczepańska-Gieracha J. Factors associated with the effectiveness of immersive virtual therapy in alleviating depressive symptoms during sub-acute post-stroke rehabilitation: a gender comparison. BMC Sports Sci Med Rehabil 2023; 15:137. [PMID: 37864252 PMCID: PMC10588095 DOI: 10.1186/s13102-023-00742-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 09/25/2023] [Indexed: 10/22/2023]
Abstract
BACKGROUND The large-scale digitalization of healthcare has induced shifts in patient preferences, prompting the introduction of therapies utilizing novel technologies. In this context, the targeted application of these interventions is deemed as crucial as assessing their overall effectiveness. The aim of this study was to characterize the patient profile who benefited most from immersive virtual reality (VR) therapy. METHODS Based on the results from the previous randomized controlled trial study, we employed an exploratory study design to determine the factors associated with the most significant mental health improvement. A secondary analysis was conducted on a sample of 83 participants, with further analysis of participants with elevated depression symptoms, as indicated by a score of > 10 on the 30-item Geriatric Depression Scale (GDS-30). Both groups participated in a similar post-stroke rehabilitation program; however, the experimental group also received additional VR therapy through an immersive VR garden intervention. The GDS-30 was used to assess mood and depressive symptoms, and sociodemographic, cognitive status as well as stroke-related variables were considered as potential factors. RESULTS In both the experimental (mean change 5.3) and control groups (mean change 2.8), interventions significantly reduced depressive symptoms, with a more pronounced difference in the experimental group (p < 0.05). When examining gender differences, women exhibited greater improvement in the GDS, with mean between-group differences of 5.0 for the total sample and 6.0 for those with elevated depressive symptoms. Sociodemographic factors, cognitive status, and time from stroke were not found to be factors that alter the effectiveness of VR therapy. CONCLUSIONS While VR therapy as an adjunctive treatment for post-stroke rehabilitation seems especially effective for women with elevated depressive symptoms, the results should be interpreted with caution due to the study's small experimental group size. Traditional methods showed reduced effectiveness in women compared to men; thus, developing technologically advanced and gender-specific approaches can lead to more tailored therapy. TRIAL REGISTRATION NCT03830372 (February 5, 2019).
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Affiliation(s)
- Karolina Juszko
- Faculty of Physiotherapy, Wroclaw University of Health and Sport Sciences, Wroclaw, 51-612, Poland
| | - Pawel Kiper
- Healthcare Innovation Technology Lab, IRCCS San Camillo Hospital, Venezia, 30126, Italy
| | - Adam Wrzeciono
- Faculty of Physiotherapy, Wroclaw University of Health and Sport Sciences, Wroclaw, 51-612, Poland
| | - Błażej Cieślik
- Healthcare Innovation Technology Lab, IRCCS San Camillo Hospital, Venezia, 30126, Italy.
| | - Robert Gajda
- Gajda-Med District Hospital in Pultusk, Pultusk, 06-100, Poland
- Department of Kinesiology and Health Prevention, Jan Dlugosz University in Czestochowa, Czestochowa, 42-200, Poland
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Chen IC, Chuang IC, Chang KC, Chang CH, Wu CY. Dual task measures in older adults with and without cognitive impairment: response to simultaneous cognitive-exercise training and minimal clinically important difference estimates. BMC Geriatr 2023; 23:663. [PMID: 37845603 PMCID: PMC10580601 DOI: 10.1186/s12877-023-04390-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 10/06/2023] [Indexed: 10/18/2023] Open
Abstract
BACKGROUND Responsiveness and minimal clinically important difference (MCID) are critical indices to understand whether observed improvement represents a meaningful improvement after intervention. Although simultaneous cognitive-exercise training (SCET; e.g., performing memory tasks while cycling) has been suggested to enhance the cognitive function of older adults, responsiveness and MCID have not been established. Hence, we aimed to estimate responsiveness and MCIDs of two dual task performance involving cognition and hand function in older adults with and without cognitive impairment and to compare the differences in responsiveness and MCIDs of the two dual task performance between older adults with and without cognitive impairment. METHODS A total of 106 older adults completed the Montreal Cognitive Assessment and two dual tasks before and after SCET. One dual task was a combination of Serial Sevens Test and Box and Block Test (BBT), and the other included frequency discrimination and BBT. We used effect size and standardized response mean to indicate responsiveness and used anchor- and distribution-based approaches to estimating MCID ranges. When conducting data analysis, all participants were classified into two cognitive groups, cognitively healthy (Montreal Cognitive Assessment ≥ 26) and cognitively impaired (Montreal Cognitive Assessment < 26) groups, based on the scores of the Montreal Cognitive Assessment before SCET. RESULTS In the cognitively healthy group, Serial Seven Test performance when tasked with BBT and BBT performance when tasked with Serial Seven Test were responsive to SCET (effect size = 0.18-0.29; standardized response mean = 0.25-0.37). MCIDs of Serial Seven Test performance when tasked with BBT ranged 2.09-2.36, and MCIDs of BBT performance when tasked with Serial Seven Test ranged 3.77-5.85. In the cognitively impaired group, only frequency discrimination performance when tasked with BBT was responsive to SCET (effect size = 0.37; standardized response mean = 0.47). MCIDs of frequency discrimination performance when tasked with BBT ranged 1.47-2.18, and MCIDs of BBT performance when tasked with frequency discrimination ranged 1.13-7.62. CONCLUSIONS Current findings suggest that a change in Serial Seven Test performance when tasked with BBT between 2.09 and 2.36 corrected number (correct responses - incorrect responses) should be considered a meaningful change for older adults who are cognitively healthy, and a change in frequency discrimination performance when tasked with BBT between 1.47 and 2.18 corrected number (correct responses - incorrect responses) should be considered a meaningful change for older adults who are cognitively impaired. Clinical practitioners may use these established MCIDs of dual tasks involving cognition and hand function to interpret changes following SCET for older adults with and without cognitive impairment. TRIAL REGISTRATION NCT04689776, 30/12/2020.
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Affiliation(s)
- I-Chen Chen
- Department of Occupational Therapy, College of Nursing and Health Sciences, Da-Yeh University, Changhua, Taiwan
| | - I-Ching Chuang
- Department of Occupational Therapy and Graduate Institute of Behavioral Sciences, College of Medicine, Chang Gung University, No.259, Wunhua 1st Rd., Gueishan Township, Taoyuan, 333, Taiwan.
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.
| | - Ku-Chou Chang
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
- Department of Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chih-Hung Chang
- Program in Occupational Therapy, School of Medicine, Washington University , St. Louis, MO, USA
- Department of Medicine, School of Medicine, Washington University , St. Louis, MO, USA
- Department of Orthopedic Surgery, School of Medicine, Washington University , St. Louis, MO, USA
| | - Ching-Yi Wu
- Department of Occupational Therapy and Graduate Institute of Behavioral Sciences, College of Medicine, Chang Gung University, No.259, Wunhua 1st Rd., Gueishan Township, Taoyuan, 333, Taiwan
- Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan
- Department of Physical Medicine and Rehabilitation, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
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Bernini S, Ballante E, Fassio F, Panzarasa S, Quaglini S, Riccietti C, Costa A, Cappa SF, Tassorelli C, Vecchi T, Bottiroli S. In person versus remote cognitive rehabilitation in patients with subjective cognitive decline or neurocognitive disorders: what factors drive patient's preference? Front Psychol 2023; 14:1266314. [PMID: 37868592 PMCID: PMC10586873 DOI: 10.3389/fpsyg.2023.1266314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 09/20/2023] [Indexed: 10/24/2023] Open
Abstract
Background To date, there is still a lack of consensus for identifying the ideal candidate for cognitive telerehabilitation (TR). The main goal of the present study is to identify the factors associated to the preference for either TR or in-person cognitive training (CT) programs in older adults at risk of dementia or with early cognitive impairment. Methods A sample of 56 participants with subjective cognitive decline or neurocognitive disorders eligible for CT were enrolled at the Dementia Research Center and Neurorehabilitation Unit of IRCCS Mondino Foundation. All individuals underwent a baseline assessment to capture their complete profile, including cognitive reserve and lifestyle habits, sociodemographic characteristics, cognitive functioning, and mental health. Patients were then asked their preference for TR or in-person CT, before being randomized to either treatment as per protocol procedures. Statistical analyses included explorative descriptive approach, logistic regression, and non-parametric models to explore the overall contribution of each variable. Results The two (TR and in-person) preference groups were similar for cognitive functioning and mental health status. Socio-demographic and lifestyle profiles seem to be the most important factors to influence the preference in terms of the area under the curve (AUC) of the models. The two preference groups differed in terms of socio-demographic characteristics (e.g., level of technological skills, age, and distance from the clinic). Furthermore, participants who selected the TR modality of CT had significantly higher levels of cognitive reserve and adopted more protective lifestyle habits (e.g., regular physical activity, Mediterranean diet) when compared to those who preferred in-person CT. Discussion These findings highlight that the preference to receive CT delivered by TR or in person is a complex issue and is influenced by a variety of factors, mostly related to lifestyle habits and sociodemographic characteristics. Availability of profiles of patients that may be more attracted to one or the other modality of TR may help promote shared decision-making to enhance patient experience and outcomes.
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Affiliation(s)
- Sara Bernini
- Dementia Research Center, IRCCS Mondino Foundation, Pavia, Italy
| | - Elena Ballante
- Department of Political and Social Sciences, University of Pavia, Pavia, Italy
- BioData Science Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Federico Fassio
- BioData Science Unit, IRCCS Mondino Foundation, Pavia, Italy
- Department of Public Health, Experimental and Forensic Medicine, Section of Biostatistics and Clinical Epidemiology, University of Pavia, Pavia, Italy
| | - Silvia Panzarasa
- Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy
| | - Silvana Quaglini
- Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy
| | - Chiara Riccietti
- Imaging Radiology and Interventional Neuroradiology Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Alfredo Costa
- Dementia Research Center, IRCCS Mondino Foundation, Pavia, Italy
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Stefano F. Cappa
- Dementia Research Center, IRCCS Mondino Foundation, Pavia, Italy
- IUSS Cognitive Neuroscience (ICoN) Center, Scuola Universitaria di Studi Superiori IUSS, Pavia, Italy
| | - Cristina Tassorelli
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Headache Science and Neurorehabilitation Centre, IRCCS Mondino Foundation, Pavia, Italy
| | - Tomaso Vecchi
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Cognitive Psychology Research Center, IRCCS Mondino Foundation, Pavia, Italy
| | - Sara Bottiroli
- Headache Science and Neurorehabilitation Centre, IRCCS Mondino Foundation, Pavia, Italy
- Faculty of Law, Giustino Fortunato University, Benevento, Italy
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Capecci M, Cima R, Barbini FA, Mantoan A, Sernissi F, Lai S, Fava R, Tagliapietra L, Ascari L, Izzo RN, Leombruni ME, Casoli P, Hibel M, Ceravolo MG. Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the "Ricominciare" Pilot Study. SENSORS (BASEL, SWITZERLAND) 2023; 23:7238. [PMID: 37631774 PMCID: PMC10459854 DOI: 10.3390/s23167238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 08/04/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND "Ricominciare" is a single-center, prospective, pre-/post-intervention pilot study aimed at verifying the feasibility and safety of the ARC Intellicare (ARC) system (an artificial intelligence-powered and inertial motion unit-based mobile platform) in the home rehabilitation of people with disabilities due to respiratory or neurological diseases. METHODS People with Parkinson's disease (pwPD) or post-COVID-19 condition (COV19) and an indication for exercise or home rehabilitation to optimize motor and respiratory function were enrolled. They underwent training for ARC usage and received an ARC unit to be used independently at home for 4 weeks, for 45 min 5 days/week sessions of respiratory and motor patient-tailored rehabilitation. ARC allows for exercise monitoring thanks to data from five IMU sensors, processed by an AI proprietary library to provide (i) patients with real-time feedback and (ii) therapists with information on patient adherence to the prescribed therapy. Usability (System Usability Scale, SUS), adherence, and adverse events were primary study outcomes. Modified Barthel Index (mBI), Barthel Dyspnea Index (BaDI), 2-Minute Walking Test (2MWT), Brief Fatigue Inventory (BFI), Beck Depression or Anxiety Inventory (BDI, BAI), and quality of life (EQ-5D) were also monitored pre- and post-treatment. RESULTS A total of 21 out of 23 eligible patients were enrolled and completed the study: 11 COV19 and 10 pwPD. The mean total SUS score was 77/100. The median patients' adherence to exercise prescriptions was 80%. Clinical outcome measures (BaDI, 2MWT distance, BFI; BAI, BDI, and EQ-5D) improved significantly; no side effects were reported. CONCLUSION ARC is usable and safe for home rehabilitation. Preliminary data suggest promising results on the effectiveness in subjects with post-COVID condition or Parkinson's disease.
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Affiliation(s)
- Marianna Capecci
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Rossella Cima
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Filippo A. Barbini
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Alice Mantoan
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Francesca Sernissi
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Stefano Lai
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Riccardo Fava
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Luca Tagliapietra
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Luca Ascari
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Roberto N. Izzo
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Maria Eleonora Leombruni
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Paola Casoli
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Margherita Hibel
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Maria Gabriella Ceravolo
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
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Denche-Zamorano A, Rodriguez-Redondo Y, Barrios-Fernandez S, Mendoza-Muñoz M, Castillo-Paredes A, Rojo-Ramos J, Garcia-Gordillo MA, Adsuar JC. Rehabilitation Is the Main Topic in Virtual and Augmented Reality and Physical Activity Research: A Bibliometric Analysis. SENSORS (BASEL, SWITZERLAND) 2023; 23:2987. [PMID: 36991699 PMCID: PMC10056397 DOI: 10.3390/s23062987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 02/22/2023] [Accepted: 02/28/2023] [Indexed: 06/19/2023]
Abstract
Researchers' interest in finding practical applications for virtual reality (VR) and augmented reality (AR) technologies has increased as new devices have become cheaper and more accessible, being used in entertainment, healthcare, and rehabilitation fields, among others. This study aims to provide an overview of the current state of scientific literature related to VR, AR, and physical activity (PA). A bibliometric analysis of studies published between 1994 and 2022 was conducted using The Web of Science (WoS), applying the traditional bibliometric laws and using the VOSviewer software for data and metadata processing. The results revealed an exponential increase in scientific production between 2009 and 2021 (R2 = 94%). The United States (USA) was the country/region with the most relevant co-authorship networks (72 papers); the most prolific author was Kerstin Witte, and the most prominent was Richard Kulpa. The most productive journal's core was composed of high-impact and open access journals. A great thematic diversity was found according to the most used keywords by the co-authors, highlighting concepts such as rehabilitation, cognition, training, and obesity. Then, the research related to this topic is in an exponential development phase, with great interest in the rehabilitation and sports sciences fields.
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Affiliation(s)
- Angel Denche-Zamorano
- Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain
| | - Yeray Rodriguez-Redondo
- Social Impact and Innovation in Health (InHEALTH), University of Extremadura, 06810 Mérida, Spain
| | - Sabina Barrios-Fernandez
- Occupation, Participation, Sustainability and Quality of Life (Ability Research Group), Nursing and Occupational Therapy College, University of Extremadura, 10003 Caceres, Spain
| | - María Mendoza-Muñoz
- Research Group on Physical and Health Literacy and Health-Related Quality of Life (PHYQOL), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain
- Departamento de Desporto e Sauúde, Escola de Sauúde e Desenvolvimento Humano, Universidade de Eúvora, 7004-516 Eúvora, Portugal
| | - Antonio Castillo-Paredes
- Grupo AFySE, Investigación en Actividad Física y Salud Escolar, Escuela de Pedagogía en Educación Física, Facultad de Educación, Universidad de Las Américas, Santiago 8370040, Chile
| | - Jorge Rojo-Ramos
- Physical Activity for Education, Performance and Health, Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain
| | | | - Jose Carmelo Adsuar
- Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain
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Cognitive rehabilitation outcomes in patients with Multiple sclerosis: Preliminary data about the potential role of personality traits. Mult Scler Relat Disord 2022; 58:103533. [DOI: 10.1016/j.msard.2022.103533] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 12/22/2021] [Accepted: 01/14/2022] [Indexed: 02/06/2023]
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Di Tella S, Cabinio M, Isernia S, Blasi V, Rossetto F, Saibene FL, Alberoni M, Silveri MC, Sorbi S, Clerici M, Baglio F. Neuroimaging Biomarkers Predicting the Efficacy of Multimodal Rehabilitative Intervention in the Alzheimer's Dementia Continuum Pathology. Front Aging Neurosci 2021; 13:735508. [PMID: 34880742 PMCID: PMC8645692 DOI: 10.3389/fnagi.2021.735508] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 09/30/2021] [Indexed: 12/19/2022] Open
Abstract
In this work we aimed to identify neural predictors of the efficacy of multimodal rehabilitative interventions in AD-continuum patients in the attempt to identify ideal candidates to improve the treatment outcome. Subjects in the AD continuum who participated in a multimodal rehabilitative treatment were included in the analysis [n = 82, 38 Males, mean age = 76 ± 5.30, mean education years = 9.09 ± 3.81, Mini Mental State Examination (MMSE) mean score = 23.31 ± 3.81]. All subjects underwent an MRI acquisition (1.5T) at baseline (T0) and a neuropsychological evaluation before (T0) and after intervention (T1). All subjects underwent an intensive multimodal cognitive rehabilitation (8–10 weeks). The MMSE and Neuropsychiatric Inventory (NPI) scores were considered as the main cognitive and behavioral outcome measures, and Delta change scores (T1–T0) were categorized in Improved (ΔMMSE > 0; ΔNPI < 0) and Not Improved (ΔMMSE ≤ 0; ΔNPI ≥ 0). Logistic Regression (LR) and Random Forest classification models were performed including neural markers (Medial Temporal Brain; Posterior Brain (PB); Frontal Brain (FB), Subcortical Brain indexes), neuropsychological (MMSE, NPI, verbal fluencies), and demographical variables (sex, age, education) at baseline. More than 50% of patients showed a positive effect of the treatment (ΔMMSE > 0: 51%, ΔNPI < 0: 52%). LR model on ΔMMSE (Improved vs. Not Improved) indicate a predictive role for MMSE score (p = 0.003) and PB index (p = 0.005), especially the right PB (p = 0.002) at baseline. The Random Forest analysis correctly classified 77% of cognitively improved and not improved AD patients. Concerning the NPI, LR model on ΔNPI (Improved vs. Not Improved) showed a predictive role of sex (p = 0.002), NPI (p = 0.005), PB index (p = 0.006), and FB index (p = 0.039) at baseline. The Random Forest reported a classification accuracy of 86%. Our data indicate that cognitive and behavioral status alone are not sufficient to identify best responders to a multidomain rehabilitation treatment. Increased neural reserve, especially in the parietal areas, is also relevant for the compensatory mechanisms activated by rehabilitative treatment. These data are relevant to support clinical decision by identifying target patients with high probability of success after rehabilitative programs on cognitive and behavioral functioning.
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Affiliation(s)
- Sonia Di Tella
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy.,Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
| | - Monia Cabinio
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Sara Isernia
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Valeria Blasi
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | | | | | | | - Maria Caterina Silveri
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy.,Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Rome, Italy
| | - Sandro Sorbi
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy.,Università degli Studi di Firenze, NEUROFARBA, Firenze, Italy
| | - Mario Clerici
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy.,Department of Physiopathology and Transplants, Università degli Studi di Milano, Milan, Italy
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