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Canonico M, Desimoni F, Ferrero A, Grassi PA, Irwin C, Campani D, Dal Molin A, Panella M, Magistrelli L. Gait Monitoring and Analysis: A Mathematical Approach. SENSORS (BASEL, SWITZERLAND) 2023; 23:7743. [PMID: 37765801 PMCID: PMC10536663 DOI: 10.3390/s23187743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 08/29/2023] [Accepted: 09/02/2023] [Indexed: 09/29/2023]
Abstract
Gait abnormalities are common in the elderly and individuals diagnosed with Parkinson's, often leading to reduced mobility and increased fall risk. Monitoring and assessing gait patterns in these populations play a crucial role in understanding disease progression, early detection of motor impairments, and developing personalized rehabilitation strategies. In particular, by identifying gait irregularities at an early stage, healthcare professionals can implement timely interventions and personalized therapeutic approaches, potentially delaying the onset of severe motor symptoms and improving overall patient outcomes. In this paper, we studied older adults affected by chronic diseases and/or Parkinson's disease by monitoring their gait due to wearable devices that can accurately detect a person's movements. In our study, about 50 people were involved in the trial (20 with Parkinson's disease and 30 people with chronic diseases) who have worn our device for at least 6 months. During the experimentation, each device collected 25 samples from the accelerometer sensor for each second. By analyzing those data, we propose a metric for the "gait quality" based on the measure of entropy obtained by applying the Fourier transform.
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Affiliation(s)
- Massimo Canonico
- Department of Sciences and Technological Innovation, University of Piemonte Orientale, 15121 Alessandria, Italy; (F.D.); (A.F.); (P.A.G.); (C.I.)
| | - Francesco Desimoni
- Department of Sciences and Technological Innovation, University of Piemonte Orientale, 15121 Alessandria, Italy; (F.D.); (A.F.); (P.A.G.); (C.I.)
| | - Alberto Ferrero
- Department of Sciences and Technological Innovation, University of Piemonte Orientale, 15121 Alessandria, Italy; (F.D.); (A.F.); (P.A.G.); (C.I.)
| | - Pietro Antonio Grassi
- Department of Sciences and Technological Innovation, University of Piemonte Orientale, 15121 Alessandria, Italy; (F.D.); (A.F.); (P.A.G.); (C.I.)
| | - Christopher Irwin
- Department of Sciences and Technological Innovation, University of Piemonte Orientale, 15121 Alessandria, Italy; (F.D.); (A.F.); (P.A.G.); (C.I.)
| | - Daiana Campani
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (D.C.); (A.D.M.); (M.P.); (L.M.)
| | - Alberto Dal Molin
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (D.C.); (A.D.M.); (M.P.); (L.M.)
| | - Massimiliano Panella
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (D.C.); (A.D.M.); (M.P.); (L.M.)
| | - Luca Magistrelli
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (D.C.); (A.D.M.); (M.P.); (L.M.)
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Ashikali EM, Ludwig C, Mastromauro L, Périvier S, Tholomier A, Ionita I, Graf C, Busnel C. Intrinsic Capacities, Functional Ability, Physiological Systems, and Caregiver Support: A Targeted Synthesis of Effective Interventions and International Recommendations for Older Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4382. [PMID: 36901392 PMCID: PMC10002353 DOI: 10.3390/ijerph20054382] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 02/17/2023] [Accepted: 02/22/2023] [Indexed: 06/18/2023]
Abstract
The ageing population calls for interventions that can assist older people to age healthily. This study aimed to provide a targeted synthesis of high-level research and current evidence-based recommendations on effective interventions for maintaining or preventing the decline in intrinsic capacity, functional ability, and physiological systems, or for caregiver support. Nestled within the healthy ageing framework by the World Health Organization, available evidence was selected in a targeted manner, with the purpose of providing a synthesis that would allow the application of this knowledge in real life. As such, the outcome variables were examined through an Evidence and Gap Map of interventions for functional ability and through guidelines from leading institutions. Systematic reviews, meta-analyses, and guidelines on community-dwelling older adults with or without minor health limitations were considered. Thirty-eight documents were included and over fifty interventions identified. Physical activity interventions were consistently effective across several domains. Recommendations point to screening, whilst highlighting the importance of behavioural factors in the endeavour to age healthily. There is a wide range of activities which are likely to foster healthy ageing. To encourage their uptake, it is important for communities to offer suitable promotion and support, and to make these accessible to the public.
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Affiliation(s)
| | - Catherine Ludwig
- Geneva School of Health Sciences, HES-SO, University of Applied Sciences and Arts Western Switzerland, 1206 Geneva, Switzerland
| | - Laura Mastromauro
- Geneva Institution for Home Care and Assistance (imad), 1227 Carouge, Switzerland
- Geneva School of Health Sciences, HES-SO, University of Applied Sciences and Arts Western Switzerland, 1206 Geneva, Switzerland
| | - Samuel Périvier
- Geneva Institution for Home Care and Assistance (imad), 1227 Carouge, Switzerland
- Department of Rehabilitation and Geriatrics, Geneva University Hospital, 1226 Geneva, Switzerland
| | - Aude Tholomier
- Geneva Institution for Home Care and Assistance (imad), 1227 Carouge, Switzerland
| | - Irina Ionita
- PLATEFORME du Réseau Seniors Genève, 1227 Geneva, Switzerland
| | - Christophe Graf
- Department of Rehabilitation and Geriatrics, Geneva University Hospital, 1226 Geneva, Switzerland
| | - Catherine Busnel
- Geneva Institution for Home Care and Assistance (imad), 1227 Carouge, Switzerland
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Campani D, De Luca E, Bassi E, Busca E, Airoldi C, Barisone M, Canonico M, Contaldi E, Capello D, De Marchi F, Magistrelli L, Mazzini L, Panella M, Scotti L, Invernizzi M, Dal Molin A. The prevention of falls in patients with Parkinson's disease with in-home monitoring using a wearable system: a pilot study protocol. Aging Clin Exp Res 2022; 34:3017-3024. [PMID: 36053444 DOI: 10.1007/s40520-022-02238-1] [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: 04/19/2022] [Accepted: 08/23/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Parkinson's disease (PD) is a chronic, progressive neurodegenerative condition that gradually worsens motor function and leads to postural instability and, eventually, falls. Several factors may influence the frequency of future falls, such as slowness, freezing of gait, loss of balance, and mobility problems, cognitive impairments, and the number of previous falls. The TED bracelet is an advanced technological wearable device able to predict falls. AIMS This principal aim is to investigate the feasibility of a full-scale research project that uses the TED bracelet to identify whether individuals with PD are at risk of falling. METHODS This study will involve a pilot prospective observational study design; the subjects will include 26 patients suffering from mild PD and 26 others with no PD and no gait problems. Data will be collected from the TED bracelet and then compared to a paper-based fall diary. The enrolled participants will have a scheduled outpatient evaluation to collect both clinical and instrumental data as well as biological samples. DISCUSSION This pilot study could then be implemented in a larger form to further evaluate the effectiveness of the TED device. Finally, it will help further develop gait monitoring systems for people with Parkinson's disease and other neurodegenerative diseases that can affect physical function and mobility, such as dementia and Alzheimer's. CONCLUSIONS Preventing falls and their complications could lead to major advancements in the quality of home care for patients with PD, which would significantly impact the quality of life of both these patients and their caregivers.
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Affiliation(s)
- Daiana Campani
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Enrico De Luca
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Erika Bassi
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy.,Health Professions' Direction, Maggiore Della Carità Hospital, Novara, Italy
| | - Erica Busca
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Chiara Airoldi
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Michela Barisone
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Massimo Canonico
- Computer Science Institute, Department of Sciences and Technological Innovation, University of Piemonte Orientale, Alessandria, Italy
| | - Elena Contaldi
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy.,Movement Disorders Centre, Maggiore Della Carità Hospital, Novara, Italy
| | - Daniela Capello
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Fabiola De Marchi
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy.,ALS Center, Neurology Unit, Maggiore Della Carità Hospital, Novara, Italy
| | - Luca Magistrelli
- Movement Disorders Centre, Maggiore Della Carità Hospital, Novara, Italy
| | - Letizia Mazzini
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy.,ALS Center, Neurology Unit, Maggiore Della Carità Hospital, Novara, Italy
| | - Massimiliano Panella
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Lorenza Scotti
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Marco Invernizzi
- Department of Health Sciences, University of Piemonte Orientale, Novara, Italy
| | - Alberto Dal Molin
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy. .,Health Professions' Direction, Maggiore Della Carità Hospital, Novara, Italy.
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Caristia S, Campani D, Cannici C, Frontera E, Giarda G, Pisterzi S, Terranova L, Payedimarri AB, Faggiano F, Dal Molin A. Physical exercise and fall prevention: A systematic review and meta-analysis of experimental studies included in Cochrane reviews. Geriatr Nurs 2021; 42:1275-1286. [PMID: 34555570 DOI: 10.1016/j.gerinurse.2021.06.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 05/31/2021] [Accepted: 06/02/2021] [Indexed: 01/04/2023]
Abstract
The aim of this systematic review (SR) and meta-analysis was to assess what type of exercise is associated with fall risk reduction among apparently healthy adults aged 50 and older. We conducted a SR by searching for randomized controlled trials (RCTs) included in Cochrane SRs published until October 2019. Five SRs that compared exercise versus any type of control included 32 RCTs. The outcomes examined were falls, fallers, fractures, and fear of falling. A random effects-based meta-analysis by type of exercise was performed. Almost all the interventions were effective for fall rate reduction, with a major effect for three-dimensional exercise, strength/resistance exercises, and mixed exercises. The number of fallers was reduced by three-dimensional exercise and mixed exercises. Fall-related fractures were generally reduced by all types of exercises considered all together, but none singly resulted in statistically effective fracture prevention. Fear of falling was slightly decreased with endurance exercises.
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Affiliation(s)
- Silvia Caristia
- Department of Translational Medicine, Università del Piemonte Orientale, Via G. Solaroli 17, Novara 28100, Italy
| | - Daiana Campani
- Department of Translational Medicine, Università del Piemonte Orientale, Via G. Solaroli 17, Novara 28100, Italy.
| | - Chiara Cannici
- Hematology Department, Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, Via Venezia, 16, Alessandria 15121, Italy
| | - Edoardo Frontera
- S. Andrea Hospital, Local Health Unit of Vercelli, Corso M. Abbiate 21, Vercelli 13100, Italy
| | - Giulia Giarda
- D.E.A. of Local Health Unit of Torino, Corso Galileo Ferraris 3, Chivasso 10034, Italy
| | - Sara Pisterzi
- Hospital of Local Health Unit of Biella, Via dei Ponderanesi 2, Ponderano 13875, Italy
| | - Luisa Terranova
- Hospital of Local Health Unit of Biella, Via dei Ponderanesi 2, Ponderano 13875, Italy
| | - Anil Babu Payedimarri
- Department of Translational Medicine, Università del Piemonte Orientale, Via G. Solaroli 17, Novara 28100, Italy
| | - Fabrizio Faggiano
- Department of Translational Medicine, Università del Piemonte Orientale, Via G. Solaroli 17, Novara 28100, Italy
| | - Alberto Dal Molin
- Department of Translational Medicine, Università del Piemonte Orientale, Via G. Solaroli 17, Novara 28100, Italy; Health Professions' Direction, Maggiore della Carità Hospital, Corso Mazzini 18, Novara 28100, Italy
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