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Pau M, Cerfoglio S, Capodaglio P, Marrone F, Grugni G, Porta M, Leban B, Galli M, Cimolin V. Cyclogram-based evaluation of inter-limb gait symmetry in Prader-Willi Syndrome. Gait Posture 2024; 112:167-172. [PMID: 38805861 DOI: 10.1016/j.gaitpost.2024.05.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 07/13/2023] [Accepted: 05/23/2024] [Indexed: 05/30/2024]
Abstract
BACKGROUND Prader-Willi syndrome (PWS) is characterized by a complex clinical condition, whose typical features lead to impaired motor and functional skills. To date, limited data is available as regards symmetry of gait in PWS. RESEARCH QUESTION The aim of this study was to characterize lower-limb asymmetry during gait in a group of Prader-Willi Syndrome (PWS) individuals by using the synchronized cyclograms and to compare it with those of two different control groups, a normal-weight group and an obese group. METHODS A total of 18 PWS, 30 normal weight (NW) and 28 obese individuals (OG) matched for age, sex and height were assessed via 3D gait analysis. Gait spatio-temporal parameters were computed together with angle-angle diagrams, characterized in terms of their geometric features (i.e. area, orientation, and trend symmetry index). RESULTS Individuals with PWS exhibit reduced speed, stride length and cadence and increased duration of both stance and double support phase than the other groups. OG was characterized by the same pattern when compared to NW. With respect to inter-limb symmetry, individuals with PWS exhibited significantly larger cyclogram areas at hip joint with respect to the other two groups (203.32 degrees2 vs. 130.73 degrees2 vs. 111.59 degrees2) and significantly higher orientation angle (4.17° vs. 2.11° vs. 1.22°) and Trend Symmetry (3.72 vs. 2.02 vs. 1.21) with respect to the other two groups at knee joint; no differences were found at ankle joint. Both individuals with PWS and those of OG exhibited reduced ROM at knee and ankle joints with respect with normal weight, but no statistically significant differences were observed between PWS and OG. SIGNIFICANCE The obtained results may provide novel and useful insights to understand better the impairments in motor control associated with this pathological state, supporting clinics in the identification of the best rehabilitation program for this rare pathological state, aimed to improve stability and motor control.
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Affiliation(s)
- Massimiliano Pau
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Cagliari 09123, Italy
| | - Serena Cerfoglio
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milano 20133, Italy; Orthopaedic Rehabilitation Unit and Research Laboratory in Biomechanics, Rehabilitation and Ergonomics, San Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, Strada Luigi Cadorna 90, Piancavallo 28824, Italy
| | - Paolo Capodaglio
- Orthopaedic Rehabilitation Unit and Research Laboratory in Biomechanics, Rehabilitation and Ergonomics, San Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, Strada Luigi Cadorna 90, Piancavallo 28824, Italy; Department of Surgical Sciences, Physical Medicine and Rehabilitation, University of Turin, Turin 10126 , Italy
| | - Flavia Marrone
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milano 20133, Italy; Department of of Mechanical Engineering, Politecnico di Milano, via La Masa 1, Milano 20156, Italy
| | - Graziano Grugni
- Unit of Auxology, San Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, Strada Luigi Cadorna 90, Piancavallo 28824, Italy
| | - Micaela Porta
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Cagliari 09123, Italy
| | - Bruno Leban
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Cagliari 09123, Italy
| | - Manuela Galli
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milano 20133, Italy
| | - Veronica Cimolin
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milano 20133, Italy; Orthopaedic Rehabilitation Unit and Research Laboratory in Biomechanics, Rehabilitation and Ergonomics, San Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, Strada Luigi Cadorna 90, Piancavallo 28824, Italy.
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Cerfoglio S, Lopomo NF, Capodaglio P, Scalona E, Monfrini R, Verme F, Galli M, Cimolin V. Assessment of an IMU-Based Experimental Set-Up for Upper Limb Motion in Obese Subjects. SENSORS (BASEL, SWITZERLAND) 2023; 23:9264. [PMID: 38005650 PMCID: PMC10674635 DOI: 10.3390/s23229264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 11/09/2023] [Accepted: 11/15/2023] [Indexed: 11/26/2023]
Abstract
In recent years, wearable systems based on inertial sensors opened new perspectives for functional motor assessment with respect to the gold standard motion capture systems. The aim of this study was to validate an experimental set-up based on 17 body-worn inertial sensors (Awinda, Xsens, The Netherlands), addressing specific body segments with respect to the state-of-the art system (VICON, Oxford Metrics Ltd., Oxford, UK) to assess upper limb kinematics in obese, with respect to healthy subjects. Twenty-three obese and thirty healthy weight individuals were simultaneously acquainted with the two systems across a set of three tasks for upper limbs (i.e., frontal arm rise, lateral arm rise, and reaching). Root Mean Square error (RMSE) was computed to quantify the differences between the measurements provided by the systems in terms of range of motion (ROM), whilst their agreement was assessed via Pearson's correlation coefficient (PCC) and Bland-Altman (BA) plots. In addition, the signal waveforms were compared via one-dimensional statistical parametrical mapping (SPM) based on a paired t-test and a two-way ANOVA was applied on ROMs. The overall results partially confirmed the correlation and the agreement between the two systems, reporting only a moderate correlation for shoulder principal rotation angle in each task (r~0.40) and for elbow/flexion extension in obese subjects (r = 0.66), whilst no correlation was found for most non-principal rotation angles (r < 0.40). Across the performed tasks, an average RMSE of 34° and 26° was reported in obese and healthy controls, respectively. At the current state, the presence of bias limits the applicability of the inertial-based system in clinics; further research is intended in this context.
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Affiliation(s)
- Serena Cerfoglio
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy; (S.C.); (M.G.); (V.C.)
- Orthopaedic Rehabilitation Unit and Research Laboratory in Biomechanics, Rehabilitation and Ergonomics, San Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, 28824 Piancavallo, Italy;
| | - Nicola Francesco Lopomo
- Dipartimento di Ingegneria dell’Informazione, Università degli Studi di Brescia, 25123 Brescia, Italy; (N.F.L.); (R.M.)
| | - Paolo Capodaglio
- Orthopaedic Rehabilitation Unit and Research Laboratory in Biomechanics, Rehabilitation and Ergonomics, San Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, 28824 Piancavallo, Italy;
- Department of Surgical Sciences, Physical Medicine and Rehabilitation, University of Turin, 10126 Turin, Italy
| | - Emilia Scalona
- Dipartimento di Specialità Medico-Chirurgiche, Scienze Radiologiche e Sanità Pubblica, Università degli Studi di Brescia, 25123 Brescia, Italy;
| | - Riccardo Monfrini
- Dipartimento di Ingegneria dell’Informazione, Università degli Studi di Brescia, 25123 Brescia, Italy; (N.F.L.); (R.M.)
| | - Federica Verme
- Orthopaedic Rehabilitation Unit and Research Laboratory in Biomechanics, Rehabilitation and Ergonomics, San Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, 28824 Piancavallo, Italy;
| | - Manuela Galli
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy; (S.C.); (M.G.); (V.C.)
| | - Veronica Cimolin
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy; (S.C.); (M.G.); (V.C.)
- Orthopaedic Rehabilitation Unit and Research Laboratory in Biomechanics, Rehabilitation and Ergonomics, San Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, 28824 Piancavallo, Italy;
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Chardon M, Barbieri FA, Penedo T, Santos PCR, Vuillerme N. A Systematic Review of the Influence of Overweight and Obesity across the Lifespan on Obstacle Crossing during Walking. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5931. [PMID: 37297535 PMCID: PMC10252433 DOI: 10.3390/ijerph20115931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 05/11/2023] [Accepted: 05/16/2023] [Indexed: 06/12/2023]
Abstract
This study aimed to systematically review and summarize the available data regarding the influence of overweight and obesity across the lifespan on obstacle crossing during walking. Four databases were systematically searched with no limitation on publication date following the Cochrane Handbook for Systematic Reviews and PRISMA guidelines. Only full-text English-language articles published in a peer-reviewed journal were eligible. They had to compare obstacle crossing during walking by overweight or obese individuals with individuals of normal body weight. Five studies were considered eligible. All the studies assessed kinematics; only one assessed kinetics, but none investigated muscle activity or obstacle contact. Compared to normal individuals crossing obstacles, overweight or obese individuals exhibited lower velocity, shorter step length, lower cadence, and less time spent in single-limb support. They also exhibited increased step width, more time spent in double support, and greater trailing leg ground force reaction and centre of mass acceleration. Overall, the small number of included studies did not allow us to draw any conclusions. However, being overweight or obese seems to have a potentially negative influence on the kinematics of gait parameters due to a tendency to trip, fall, and suffer severe fall-related injuries when negotiating obstacles on foot in real-life environments.
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Affiliation(s)
- Matthias Chardon
- Autonomie, Gérontologie, E-santé, Imagerie et Société (AGEIS), Université Grenoble Alpes, 38400 Grenoble, France
- Human Movement Research Laboratory (MOVI-LAB), Department of Physical Education, School of Sciences, São Paulo State University (Unesp), Bauru 15782, Brazil
| | - Fabio A. Barbieri
- Human Movement Research Laboratory (MOVI-LAB), Department of Physical Education, School of Sciences, São Paulo State University (Unesp), Bauru 15782, Brazil
| | - Tiago Penedo
- Autonomie, Gérontologie, E-santé, Imagerie et Société (AGEIS), Université Grenoble Alpes, 38400 Grenoble, France
- Human Movement Research Laboratory (MOVI-LAB), Department of Physical Education, School of Sciences, São Paulo State University (Unesp), Bauru 15782, Brazil
| | - Paulo C. R. Santos
- Autonomie, Gérontologie, E-santé, Imagerie et Société (AGEIS), Université Grenoble Alpes, 38400 Grenoble, France
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 7632706, Israel
| | - Nicolas Vuillerme
- Autonomie, Gérontologie, E-santé, Imagerie et Société (AGEIS), Université Grenoble Alpes, 38400 Grenoble, France
- Institut Universitaire de France, 75005 Paris, France
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Bhore P, Shinde S. Effect of multi-component exercises program on pain-related gait adaptations among individuals with osteoarthritis of the knee joint. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2023; 12:138. [PMID: 37397115 PMCID: PMC10312405 DOI: 10.4103/jehp.jehp_1628_22] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 01/12/2023] [Indexed: 07/04/2023]
Abstract
BACKGROUND Osteoarthritis of the knee causes pain and gait disturbances, as well as a distinct gait pattern. Patients with knee OA have decreased range of motion (ROM) and increased ground reaction force. OA reduces stride length and walking speed. OBJECTIVES To determine the effect of a multi-component exercise program on pain-related gait adaptations among individuals with osteoarthritis of the knee joint and to compare the effect of multi-component exercises with traditional exercises on pain-related gait adaptations among individuals with osteoarthritis of the knee joint. MATERIALS AND METHODS This was an experimental study done between 120 patients having knee OA, of both genders, and between the age group of 50-65 years. These individuals were residents of the city of Karad and they were randomly divided into group A (conventional/traditional) and group B (experimental). A pretest assessment was done and the treatment was given for 6 weeks. The later posttest assessment was done and further statistical tests like paired and unpaired t tests were used. RESULTS Among the 120 subjects with OA knee, the age group of 60-65 years (44%) was found to be commonly affected. Thirty-nine were males (32.5%) and 81 were females (67.5%). Fifty-eight subjects (48%) were found to be commonly overweight. Thirty-two subjects (27%) had Genu Valgum deformity, and 88 subjects (73%) had Genu Varum deformity at the knee joint. The Pvalue within both group A and group B was found to be statistically significant for the entire outcome measures used for assessment. The pretest vs post test values of the WOMAC scale for patients with knee OA within both groups were found to be extremely significant (P < 0.0001). As for the MMT score in these patients, the Knee Flexors of Group A were not significant for right side (P = 0.7088) as well as for left side (P = 0.083) and in Group B they were extremely significant (P < 0.0001) for both sides. For the ROM scores within both groups, Knee Flexion of Group A for both sides was found to be extremely significant (P < 0.0001) for both sides. And for the pretest vs posttest values of within the groups'gait parameters among these patients with OA knees, for cadence both groups B were found to be extremely significant (P < 0.0001). The stride length for Group A was found to be very significant (P = 0.0060) and for Group B it was (P < 0.0001). Also, the P values of the various outcome measures between both groups were found to have statistical significance of their own. CONCLUSION Effect of Multi-Component Exercise Program on Pain-Related Gait Adaptations Among Individuals with Osteoarthritis of the Knee joint was found to be significant in pain reduction, improving strength, range of motion, and the gait parameters such as an increase in cadence, stride length, step length and decrease in the step width.
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Affiliation(s)
- Prachiti Bhore
- Department of Musculoskeletal Sciences, Krishna College of Physiotherapy, Krishna Institute of Medical Sciences Deemed to be University, Karad, Maharashtra, India
| | - Sandeep Shinde
- Department of Musculoskeletal Sciences, Krishna College of Physiotherapy, Krishna Institute of Medical Sciences Deemed to be University, Karad, Maharashtra, India
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Monfrini R, Rossetto G, Scalona E, Galli M, Cimolin V, Lopomo NF. Technological Solutions for Human Movement Analysis in Obese Subjects: A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2023; 23:s23063175. [PMID: 36991886 PMCID: PMC10059733 DOI: 10.3390/s23063175] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 03/05/2023] [Accepted: 03/14/2023] [Indexed: 05/27/2023]
Abstract
Obesity has a critical impact on musculoskeletal systems, and excessive weight directly affects the ability of subjects to realize movements. It is important to monitor the activities of obese subjects, their functional limitations, and the overall risks related to specific motor tasks. From this perspective, this systematic review identified and summarized the main technologies specifically used to acquire and quantify movements in scientific studies involving obese subjects. The search for articles was carried out on electronic databases, i.e., PubMed, Scopus, and Web of Science. We included observational studies performed on adult obese subjects whenever reporting quantitative information concerning their movement. The articles must have been written in English, published after 2010, and concerned subjects who were primarily diagnosed with obesity, thus excluding confounding diseases. Marker-based optoelectronic stereophotogrammetric systems resulted to be the most adopted solution for movement analysis focused on obesity; indeed, wearable technologies based on magneto-inertial measurement units (MIMUs) were recently adopted for analyzing obese subjects. Further, these systems are usually integrated with force platforms, so as to have information about the ground reaction forces. However, few studies specifically reported the reliability and limitations of these approaches due to soft tissue artifacts and crosstalk, which turned out to be the most relevant problems to deal with in this context. In this perspective, in spite of their inherent limitations, medical imaging techniques-such as Magnetic Resonance Imaging (MRI) and biplane radiography-should be used to improve the accuracy of biomechanical evaluations in obese people, and to systematically validate less-invasive approaches.
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Affiliation(s)
- Riccardo Monfrini
- Dipartimento di Ingegneria dell’Informazione, Università degli Studi di Brescia, 25123 Brescia, BS, Italy
| | - Gianluca Rossetto
- Dipartimento di Ingegneria dell’Informazione, Università degli Studi di Brescia, 25123 Brescia, BS, Italy
| | - Emilia Scalona
- Dipartimento di Specialità Medico-Chururgiche, Scienze Radiologiche e Sanità Pubblica, Università degli Studi di Brescia, 25123 Brescia, BS, Italy
| | - Manuela Galli
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, 20133 Milano, MI, Italy
| | - Veronica Cimolin
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, 20133 Milano, MI, Italy
- Istituto Auxologico Italiano, IRCCS, S. Giuseppe Hospital, Piancavallo, 28824 Oggebbio, VB, Italy
| | - Nicola Francesco Lopomo
- Dipartimento di Ingegneria dell’Informazione, Università degli Studi di Brescia, 25123 Brescia, BS, Italy
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Gait Analysis to Monitor Fracture Healing of the Lower Leg. Bioengineering (Basel) 2023; 10:bioengineering10020255. [PMID: 36829749 PMCID: PMC9952799 DOI: 10.3390/bioengineering10020255] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/07/2023] [Accepted: 02/13/2023] [Indexed: 02/17/2023] Open
Abstract
Fracture healing is typically monitored by infrequent radiographs. Radiographs come at the cost of radiation exposure and reflect fracture healing with a time lag due to delayed fracture mineralization following increases in stiffness. Since union problems frequently occur after fractures, better and timelier methods to monitor the healing process are required. In this review, we provide an overview of the changes in gait parameters following lower leg fractures to investigate whether gait analysis can be used to monitor fracture healing. Studies assessing gait after lower leg fractures that were treated either surgically or conservatively were included. Spatiotemporal gait parameters, kinematics, kinetics, and pedography showed improvements in the gait pattern throughout the healing process of lower leg fractures. Especially gait speed and asymmetry measures have a high potential to monitor fracture healing. Pedographic measurements showed differences in gait between patients with and without union. No literature was available for other gait measures, but it is expected that further parameters reflect progress in bone healing. In conclusion, gait analysis seems to be a valuable tool for monitoring the healing process and predicting the occurrence of non-union of lower leg fractures.
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Shultz SP, Buck AN, Fink PW, Kung SM, Ward MJ, Antal Z, Backus SI, Kraszewski AP, Hillstrom HJ. Body mass affects kinetic symmetry and inflammatory markers in adolescent knees during gait. Clin Biomech (Bristol, Avon) 2023; 102:105887. [PMID: 36657189 PMCID: PMC9975061 DOI: 10.1016/j.clinbiomech.2023.105887] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 12/20/2022] [Accepted: 01/09/2023] [Indexed: 01/12/2023]
Abstract
BACKGROUND Early-onset osteoarthritis has been attributed to pro-inflammatory factors and biomechanical changes in obesity. However, research has yet to explore whether knee joint moments are asymmetrical in children with obesity and could precede the onset of knee osteoarthritis. The present study compares knee moment asymmetry between adolescents with and without obesity and examines the relationship between asymmetries and inflammatory biomarkers. METHODS Twenty-eight adolescents (13-16 years) were classified as with (n = 12) or without (n = 16) obesity. Lower extremity kinetics were measured using three-dimensional motion analysis. Bilateral knee joint moments were analyzed in the sagittal, frontal, and transverse planes across stance phase. Kinetic asymmetry was calculated between the right and left sides and represented by the R2 value. Enzyme-linked immunosorbent assays analyzed serum 25-hydroxy vitamin D, interferon gamma, tumor nercrosis factor alpha, interleukin-6, and C-reactive protein levels. Parametric and non-parametric tests determined significant group differences in asymmetries and biomarkers, respectively. Spearman's correlations identified relationships between biomarkers and asymmetries with statistically significant group differences. FINDINGS Adolescents with obesity had greater sagittal (loading, midstance) and frontal (midstance, pre-swing) plane kinetic knee asymmetry and higher concentrations of interleukin-6 and C-reactive protein. A moderately negative correlation existed between C-reactive protein and sagittal (loading, midstance) plane asymmetry, and also between interleukin-6 and frontal (pre-swing) plane asymmetry. INTERPRETATION Inflammatory response increases with greater knee joint asymmetry, suggesting knee joint damage and altered joint loading co-exist in adolescents with obesity. Increased risk to joint health may exist in sub-phases where knee joints are improperly loaded.
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Affiliation(s)
- Sarah P Shultz
- Kinesiology Department, Seattle University, Seattle, WA, USA.
| | - Ashley N Buck
- Kinesiology Department, Seattle University, Seattle, WA, USA.
| | - Philip W Fink
- STAPS, Université Sorbonne Paris Nord, Bobigny, France; Institut de Biomécanique Humaine Georges Charpak, Arts et Métiers ParisTech, Paris, France.
| | - Stacey M Kung
- Sports Medicine Department, Sports Surgery Clinic, Dublin, Ireland.
| | - Mary J Ward
- Weill Cornell Medicine, Department of Pediatrics, New York, NY, USA.
| | - Zoltan Antal
- Weill Cornell Medicine, Department of Pediatrics, New York, NY, USA.
| | - Sherry I Backus
- Leon Root, MD Motion Analysis Laboratory, Rehabilitation Department, Hospital for Special Surgery (HSS), New York, NY, USA.
| | - Andrew P Kraszewski
- Leon Root, MD Motion Analysis Laboratory, Rehabilitation Department, Hospital for Special Surgery (HSS), New York, NY, USA.
| | - Howard J Hillstrom
- Leon Root, MD Motion Analysis Laboratory, Rehabilitation Department, Hospital for Special Surgery (HSS), New York, NY, USA.
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Wolff C, Steinheimer P, Warmerdam E, Dahmen T, Slusallek P, Schlinkmann C, Chen F, Orth M, Pohlemann T, Ganse B. Effects of age, body height, body weight, body mass index and handgrip strength on the trajectory of the plantar pressure stance-phase curve of the gait cycle. Front Bioeng Biotechnol 2023; 11:1110099. [PMID: 36873371 PMCID: PMC9975497 DOI: 10.3389/fbioe.2023.1110099] [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: 11/28/2022] [Accepted: 02/03/2023] [Indexed: 02/17/2023] Open
Abstract
The analysis of gait patterns and plantar pressure distributions via insoles is increasingly used to monitor patients and treatment progress, such as recovery after surgeries. Despite the popularity of pedography, also known as baropodography, characteristic effects of anthropometric and other individual parameters on the trajectory of the stance phase curve of the gait cycle have not been previously reported. We hypothesized characteristic changes of age, body height, body weight, body mass index and handgrip strength on the plantar pressure curve trajectory during gait in healthy participants. Thirty-seven healthy women and men with an average age of 43.65 ± 17.59 years were fitted with Moticon OpenGO insoles equipped with 16 pressure sensors each. Data were recorded at a frequency of 100 Hz during walking at 4 km/h on a level treadmill for 1 minute. Data were processed via a custom-made step detection algorithm. The loading and unloading slopes as well as force extrema-based parameters were computed and characteristic correlations with the targeted parameters were identified via multiple linear regression analysis. Age showed a negative correlation with the mean loading slope. Body height correlated with Fmeanload and the loading slope. Body weight and the body mass index correlated with all analyzed parameters, except the loading slope. In addition, handgrip strength correlated with changes in the second half of the stance phase and did not affect the first half, which is likely due to stronger kick-off. However, only up to 46% of the variability can be explained by age, body weight, height, body mass index and hand grip strength. Thus, further factors must affect the trajectory of the gait cycle curve that were not considered in the present analysis. In conclusion, all analyzed measures affect the trajectory of the stance phase curve. When analyzing insole data, it might be useful to correct for the factors that were identified by using the regression coefficients presented in this paper.
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Affiliation(s)
- Christian Wolff
- German Research Center for Artificial Intelligence (DFKI), Saarbrücken, Germany
| | - Patrick Steinheimer
- Department of Trauma, Hand and Reconstructive Surgery, Saarland University, Homburg, Germany
| | - Elke Warmerdam
- Werner Siemens-Endowed Chair for Innovative Implant Development (Fracture Healing), Saarland University, Homburg, Germany
| | - Tim Dahmen
- German Research Center for Artificial Intelligence (DFKI), Saarbrücken, Germany
| | - Philipp Slusallek
- German Research Center for Artificial Intelligence (DFKI), Saarbrücken, Germany
| | | | - Fei Chen
- German Research Center for Artificial Intelligence (DFKI), Saarbrücken, Germany
| | - Marcel Orth
- Department of Trauma, Hand and Reconstructive Surgery, Saarland University, Homburg, Germany
| | - Tim Pohlemann
- Department of Trauma, Hand and Reconstructive Surgery, Saarland University, Homburg, Germany
| | - Bergita Ganse
- Department of Trauma, Hand and Reconstructive Surgery, Saarland University, Homburg, Germany.,Werner Siemens-Endowed Chair for Innovative Implant Development (Fracture Healing), Saarland University, Homburg, Germany
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Synchronized Cyclograms to Assess Inter-Limb Symmetry during Gait in Post-Stroke Patients. Symmetry (Basel) 2022. [DOI: 10.3390/sym14081560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
The aim of this study was to assess the inter-limb symmetry during gait in post-stroke patients using the synchronized cyclograms technique. In total, 41 individuals with stroke (21 left and 20 right hemiplegic patients; age: 57.9 ± 12.8 years; time stroke event 4.6 ± 1.8 years) and 48 age-, sex-, and height-matched individuals (control group: CG; age: 54.4 ± 12.5 years) were assessed via 3D gait analysis. Raw kinematic data were processed to compute spatio-temporal parameters (speed, stride length, cadence, stance, swing, and double support phases duration) and angle–angle diagrams (synchronized cyclograms), which were characterized in terms of area, orientation, and trend symmetry indices. The results reveal that all spatio-temporal parameters are characterized by abnormal values, with reduced speed, stride length, cadence, and swing phase duration and increased stance and double support phases duration. With respect to inter-limb symmetry, higher values were found in post-stroke individuals for all the considered parameters as patients generally exhibited a cyclogram characterized by larger areas, higher orientation, and trend symmetry parameters with respect to CG. The described alterations of gait asymmetry are important from a clinical point of view as the achievement of symmetry in gait represents a crucial objective in the rehabilitation of hemiplegic people.
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Chardon M, Barbieri FA, Penedo T, Santos PCR, Vuillerme N. The Effects of Overweight and Obesity on Obstacle Crossing During Walking: Protocol for a Systematic Review. JMIR Res Protoc 2022; 11:e36234. [PMID: 35594080 PMCID: PMC9166666 DOI: 10.2196/36234] [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: 01/06/2022] [Revised: 02/01/2022] [Accepted: 02/28/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Overweight and obesity are significant global health concerns that involve deficits in gait and balance that affect daily activities. Although much is reported about the effect of overweight and obesity on gait during unobstructed walking, not much is known about how overweight and obesity could impact gait under more challenging conditions, such as environments with obstacles. OBJECTIVE The aim of this study is to systematically review and synthesize the available data regarding the effects of overweight and obesity on obstacle crossing during walking. METHODS This review will follow the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses) guidelines. PubMed, Web of Science, Scopus, and SPORTDiscus will be systematically searched with no limitations on publication date. Only full-text English-language articles published in a peer-reviewed journal will be included. Included articles must have compared obstacle crossing during walking in individuals with overweight or obesity to individuals of normal body weight. A total of 2 independent reviewers will select the articles and extract the following 4 sets of data: (1) study characteristics, (2) sample description, (3) obstacle crossing task protocol, and (4) main results obtained. If a considerable number of homogeneous papers are included, a meta-analysis will be conducted. A preliminary search was conducted in November 2021. RESULTS The results will include the article selection flowchart as well as tables and figures synthesizing the extracted data on the effects of overweight and obesity on obstacle crossing during walking. The preliminary search identified 73 original records, of which 5 articles met the inclusion criteria. CONCLUSIONS This review will present researchers and clinicians with an overview of published studies that have compared the performance of obstacle crossing for individuals with overweight and obesity to those of normal body weight. Gaining insight into the control strategies adopted by individuals with overweight and obesity is critical for safe and successful obstacle crossing in this population. We therefore believe that our findings could be useful for identifying people at risk of falls and developing and implementing fall prevention programs for individuals with overweight and obesity. TRIAL REGISTRATION PROSPERO CRD42021269949; https://tinyurl.com/3yrwccu4. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/36234.
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Affiliation(s)
- Matthias Chardon
- AGEIS, Université Grenoble Alpes, La Tronche, France.,Human Movement Research Laboratory, Department of Physical Education. School of Sciences, São Paulo State University, Bauru, Brazil
| | - Fabio Augusto Barbieri
- Human Movement Research Laboratory, Department of Physical Education. School of Sciences, São Paulo State University, Bauru, Brazil
| | - Tiago Penedo
- AGEIS, Université Grenoble Alpes, La Tronche, France.,Human Movement Research Laboratory, Department of Physical Education. School of Sciences, São Paulo State University, Bauru, Brazil
| | - Paulo Cezar Rocha Santos
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel
| | - Nicolas Vuillerme
- AGEIS, Université Grenoble Alpes, La Tronche, France.,Institut Universitaire de France, Paris, France
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Capodaglio P, Cimolin V. Wearables for Movement Analysis in Healthcare. SENSORS 2022; 22:s22103720. [PMID: 35632128 PMCID: PMC9145753 DOI: 10.3390/s22103720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 05/10/2022] [Indexed: 02/04/2023]
Affiliation(s)
- Paolo Capodaglio
- Orthopaedic Rehabilitation Unit and Research Lab for Biomechanics, Rehabilitation and Ergonomics, Ospedale San Giuseppe, Istituto Auxologico Italiano, IRCCS, via Cadorna 90, 28824 Piancavallo di Oggebbio, Italy
- Department Surgical Sciences, Physical and Rehabilitation Medicine, University of Torino, 10126 Torino, Italy
- Correspondence: (P.C.); (V.C.)
| | - Veronica Cimolin
- Department of Electronics, Information and Bioengineering, Politecnico di Milan, Piazza Leonardo da Vinci 32, 20133 Milan, Italy
- Correspondence: (P.C.); (V.C.)
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Ahsan M. Determine the kinematics and kinetics parameters associated with bilateral gait patterns among healthy, overweight, and obese adults. ACTA BIO-MEDICA : ATENEI PARMENSIS 2022; 93:e2022228. [PMID: 36300229 PMCID: PMC9686171 DOI: 10.23750/abm.v93i5.13060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 04/18/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND AND AIM Biomechanical analysis of gait is important to obtain information regarding the lower limb impairments and dysfunction during locomotion. This study aimed to determine the potential difference among healthy, overweight, and obese participants and their impact on gait parameters by observing the kinematic and kinetics parameters. METHODS A cross-sectional study conducted with forty (15 healthy, 12, overweight, 13 obese) male participants. All participants were non-smokers, and their physical activity level was 7000±2142 steps per day. Participants anthropometric characteristics were age:21.57±1.46 years; height:173. 63±6.43 cm, body mass;86.15±23.36 kg., body mass index (BMI) :28.57±7.68 kg/m2, body fat:29.93±9.44%. A bioelectrical impedance device was used to determine participants' body composition and health status. A portable pressure sensor mat (Walkway) from Tekscan was used to measure bilateral gait parameters kinematically and kinetically. One-way analysis of variance was used to determine the differences between groups. RESULTS Significant differences were found between health, overweight, and obese participant for different bilateral gait's kinematic and kinetic parameters as cadence, gait velocity, step time, step length, step velocity, step width, stride time, stride length, stride velocity, maximum force, maximum peak pressure, active propulsion, and passive propulsion except impulse at .05 level of significance. CONCLUSIONS The findings shows that kinematics and kinetics parameters of gait were affected by the status of their BMI. Current research suggests that increased body weight interferes with normal musculoskeletal function via a range of kinematic and kinetic deficits. More research is required to accurately understand the structural and functional restriction imposed by overweight and obese individuals.
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