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1.
Eur J Radiol ; 181: 111717, 2024 Sep 02.
Artículo en Inglés | MEDLINE | ID: mdl-39241304

RESUMEN

PURPOSE: Accurate measurements of trabecular bone microarchitecture are required for a proper assessment of bone fragility. Photon-counting detector CT (PCD-CT) has different technical properties than conventional CT, resulting in higher resolution and thereby potentially enabling in-vivo measurement of trabecular microarchitecture. The purpose of this study was to quantify trabecular bone microarchitectural parameters with PCD-CT at varying radiation doses and compare this to µCT as gold standard. METHOD: Both distal radii, distal tibiae, femoral heads, and two vertebrae were dissected from one human. All specimens were scanned ex-vivo on a PCD-CT system (slice increment 0.1 mm; pixel size 0.1042-0.127 mm) and a µCT system (isotropic voxel size 49-68.4 µm). The radiation doses of the PCD-CT scans were varied from 2.5 to 120 mGy based on the volume CT dose index (CTDIvol32). For the PCD-CT scans, contrast-to-noise ratio and trabecular sharpness were calculated and compared between radiation doses. µCT and PCD-CT scans were registered. The trabecular bone was then segmented from all PCD-CT and µCT scans and split into cubes with 6-mm edge length. For each cube, bone volume over total volume, trabecular thickness, trabecular number, and trabecular heterogeneity were calculated and compared between corresponding PCD-CT and µCT cubes. RESULTS: With increasing dose, contrast-to-noise ratio and trabecular sharpness values increased for the PCD-CT images. Already at the lowest dose, high correlations between the trabecular microarchitectural parameters between µCT and PCD-CT were found (R2 = 0.55-0.95), which improved with increasing radiation dose (R2 = 0.76-0.96 at 20 mGy). CONCLUSIONS: PCD-CT can be used to quantify trabecular bone microarchitecture, with accuracy comparable to µCT and at clinically relevant radiation doses.

2.
Artículo en Ruso | MEDLINE | ID: mdl-39248582

RESUMEN

There are some non-communicable diseases (NCD) associated with arterial hypertension (AHT) that are cured after recovery from AHT. Recently confirmed the theory of centralized aerobic-anaerobic energy balance compensation (TCAAEBC) originated some NCDs with the obstructions of arterial blood flow access to the rhomboid fossa. For some sergeants, this has already been demonstrated. Since neurological NCDs are similarly considered by TCAAEBC, it is logical to analyze dynamics of such musculoskeletal neurological problem as isolated musculoskeletal chest pain (IMCP) in connection with the therapy based on TCAAEBC. We retrospectively evaluated the medical records of adult patients with AHT, simultaneously suffering from IMCP. All these patients underwent complex treatment including manual techniques that restore arterial blood flow to the rhomboid fossa, followed by therapy that strengthens the muscular corset primarily of the cervical region. This, in addition to the normalization of AHT, led to a decrease in the musculoskeletal pain syndrome. The dynamic of pain was recorded according to four questionaries - Oswestry Disability Index (ODI) Hospital Anxiety and Depression Scale (HADS), Numerical Rating Scale (NRS), and the Quality-of-life assessment questionnaire (SF-12). The collected data were analyzed with the Wilcoxon signed-rank test, which confirms the recovery of the patients from both AHT and IMCP.


Asunto(s)
Hipertensión , Humanos , Hipertensión/terapia , Hipertensión/fisiopatología , Hipertensión/psicología , Masculino , Femenino , Persona de Mediana Edad , Adulto , Estudios Retrospectivos , Enfermedades Musculoesqueléticas/terapia , Enfermedades Musculoesqueléticas/fisiopatología , Enfermedades Musculoesqueléticas/psicología
3.
Ann Med Surg (Lond) ; 86(8): 4772-4775, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39118736

RESUMEN

Introduction and importance: Hydatid cyst disease is a zoonotic disease caused by Echinococcus granulosus and is recognized as a significant health issue in many countries, particularly Mediterranean countries. Hydatid cysts in the musculoskeletal system are rare, with only a few reported cases. These usually occur as secondary cysts resulting from the hematogenous dissemination from primary sites. Case presentation: This paper reports a case of a 77-year-old man with a mass in his thigh that had been increasing dramatically in size for 4 months with no signs of local inflammation, fever, or any other symptoms. Findings from an MRI were consistent with a large abscess, so a true-cut biopsy was taken before referral. A pathological study after surgery revealed the lesion was a hydatid cyst, and a previously performed biopsy caused a rupture of the cyst. Clinical discussion: Misdiagnosing hydatid cysts, especially in non-usual areas, may lead to an unwelcome biopsy and consequences. Conclusion: This case report highlights the importance of considering hydatid cysts when encountering any enlarging mass, regardless of its location or rate of growth.

4.
Work ; 78(4): 1173-1186, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39121151

RESUMEN

BACKGROUND: The Active Movement Scale (AMS) is a brief screen for identifying movement impairments affecting functional task performance. OBJECTIVE: To assess inter-rater reliability, test-retest reliability, floor and ceiling effects, and concurrent validity of the AMS in adults with musculoskeletal disorders. METHODS: Fifty-five subjects (mean age: 61.3±15.3 years) transitioning from physical therapy attended two sessions. The 14-item AMS was assessed by two therapists, resulting in a total score (AMST) and two sub-scores: upper body (AMSU) and lower body (AMSL). Moreover, subjects completed PROMIS Physical Function-10a (PPF), Lifestyle Physical Function (LPF), Cardio Activity Level (CAL) surveys, Two Square Agility Test (TSAT), WorkAbility Rate of Manipulation Turning (WRMT) and Placing (WRMP), Grip Strength (GS), 10-Meter Walk Usual (GSU) and Fast (GSF) pace, and Grooved Pegboard Placing (GPP) and Remove (GPR) tests. RESULTS: Inter-rater reliability coefficients for AMST, AMSU, and AMSL were 0.96, 0.92, and 0.96, respectively, with individual item reliability ranging from 0.58 to 1.0. Test-retest reliability for these assessments yielded coefficients of 0.93, 0.84, and 0.94, with individual item reliability ranging from 0.47 to 0.88. No floor effects were observed, but mild ceiling effects were noted. AMST showed a high correlation with LPF (r = 0.72) and moderate correlation with PPF (r = 0.64) surveys. AMSU had moderate correlations with GPP (r = 0.61) and WRMP (r = 0.57) tests, while AMSL correlated moderately with GSF (r = 0.55) and TSAT (r = 0.50) tests. CONCLUSIONS: This study provides evidence of the reliability and validity of AMS in adults with musculoskeletal disorders to support transitions between rehabilitation and fitness programs.


Asunto(s)
Enfermedades Musculoesqueléticas , Humanos , Masculino , Femenino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Enfermedades Musculoesqueléticas/fisiopatología , Anciano , Adulto , Movimiento/fisiología , Encuestas y Cuestionarios , Evaluación de la Discapacidad , Psicometría/instrumentación , Psicometría/métodos
6.
Eur J Radiol ; 178: 111620, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39029238

RESUMEN

PURPOSE: The purpose of this study is to identify suitable MRI sequences and evaluate the feasibility and performance of MRI for total hip arthroplasty (THA) preoperative planning. METHOD: A multicentric pilot study was conducted to evaluate DP TSE and T1 GRE 3D sequences. High-resolution pelvis, hip, knee and ankle images were acquired. Protocols were optimised to enhance image quality (IQ) and reduce acquisition time to fit clinical practice. The final protocol was validated with 19 healthy volunteers with variable BMIs at 1.5 and 3 Tesla. Visual assessment was performed by five radiographers and radiologists using the ViewDEX software. Visual Grading Analysis (VGA), Intraclass Correlation Coefficient (ICC), Prevalence-adjusted and bias-adjusted kappa (PABAK) and Visual Grading Characteristics (VGC) were performed to analyse data. RESULTS: VGA scores indicated that the optimised 3D DP TSE and 3D T1 GRE sequences at 3 T, as well as 3D DP TSE sequence at 1.5 T offer adequate IQ and allow a correct visualisation of the anatomy. Overall ICC analysis was moderate to good reliability at 0.749 (95 % CI 0.69-0.79) and increased from good to excellent at 0.846 (95 % CI 0.72-0.91) for DP at 3 T. PABAK shows fair agreement at 0.25 (95 % CI 0.227-0.273). VGC analysis showed that 3D DP TSE sequences performed statistically better than 3D T1 GRE at 1.5 and 3 T (p-value ≤ 0.05). Furthermore, 3 T sequences showed a statistically better performance compared to 1.5 T (p-value ≤ 0.05). CONCLUSIONS: According to the results, 3D DP and T1 MRI sequences can be considered for preoperative planning for THA. Further research is required to emphasize the clinical validation of the results.


Asunto(s)
Artroplastia de Reemplazo de Cadera , Imagen por Resonancia Magnética , Cuidados Preoperatorios , Humanos , Proyectos Piloto , Imagen por Resonancia Magnética/métodos , Masculino , Femenino , Cuidados Preoperatorios/métodos , Adulto , Reproducibilidad de los Resultados , Persona de Mediana Edad , Imagenología Tridimensional/métodos , Estudios de Factibilidad
7.
J Orthop Sports Med ; 6(2): 89-106, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39036742

RESUMEN

There is mounting evidence to suggest that exogenous electromagnetic fields (EMF) may play a significant role in various biological processes that are crucial to therapeutic interventions. EMFs have been identified as a non-invasive, safe, and effective therapy that appears to have no apparent side effects. Numerous studies have demonstrated that pulsed EMFs (PEMFs) have the potential to become a stand-alone or adjunctive treatment modality for managing musculoskeletal disorders. However, several questions remain unresolved. Before their widespread clinical application, further research from well-designed, high-quality studies is required to standardize treatment parameters and determine the optimal protocol for healthcare decision-making. This article provides a comprehensive overview of the impact of musculoskeletal diseases on overall well-being, the limitations of conventional treatments, and the need to explore alternative therapeutic modalities such as electromagnetic field (EMF) therapy. EMF therapy uses low-frequency electromagnetic waves to stimulate tissue repair, reduce inflammation, and modulate pain signals, making it a safe and convenient alternative to conventional treatments. The article also discusses the historical perspective of EMF therapy in medicine. The article highlights the potential of EMF therapy as a personalized and comprehensive care option for musculoskeletal diseases, either alone or in conjunction with other therapies. It emphasizes the imperative for further research in this field and presents a compelling case for the use of EMF therapy in managing musculoskeletal diseases. Overall, the available findings on the underlying cellular and molecular biology support the use of EMF therapy as a viable option for the management of musculoskeletal disorders and stresses the need for continued research in this area.

8.
Nanomicro Lett ; 16(1): 251, 2024 Jul 22.
Artículo en Inglés | MEDLINE | ID: mdl-39037551

RESUMEN

Disorders of the musculoskeletal system are the major contributors to the global burden of disease and current treatments show limited efficacy. Patients often suffer chronic pain and might eventually have to undergo end-stage surgery. Therefore, future treatments should focus on early detection and intervention of regional lesions. Microrobots have been gradually used in organisms due to their advantages of intelligent, precise and minimally invasive targeted delivery. Through the combination of control and imaging systems, microrobots with good biosafety can be delivered to the desired area for treatment. In the musculoskeletal system, microrobots are mainly utilized to transport stem cells/drugs or to remove hazardous substances from the body. Compared to traditional biomaterial and tissue engineering strategies, active motion improves the efficiency and penetration of local targeting of cells/drugs. This review discusses the frontier applications of microrobotic systems in different tissues of the musculoskeletal system. We summarize the challenges and barriers that hinder clinical translation by evaluating the characteristics of different microrobots and finally point out the future direction of microrobots in the musculoskeletal system.

9.
Front Endocrinol (Lausanne) ; 15: 1406046, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39006365

RESUMEN

Fatty infiltration denotes the anomalous accrual of adipocytes in non-adipose tissue, thereby generating toxic substances with the capacity to impede the ordinary physiological functions of various organs. With aging, the musculoskeletal system undergoes pronounced degenerative alterations, prompting heightened scrutiny regarding the contributory role of fatty infiltration in its pathophysiology. Several studies have demonstrated that fatty infiltration affects the normal metabolism of the musculoskeletal system, leading to substantial tissue damage. Nevertheless, a definitive and universally accepted generalization concerning the comprehensive effects of fatty infiltration on the musculoskeletal system remains elusive. As a result, this review summarizes the characteristics of different types of adipose tissue, the pathological mechanisms associated with fatty infiltration in bone, muscle, and the entirety of the musculoskeletal system, examines relevant clinical diseases, and explores potential therapeutic modalities. This review is intended to give researchers a better understanding of fatty infiltration and to contribute new ideas to the prevention and treatment of clinical musculoskeletal diseases.


Asunto(s)
Tejido Adiposo , Enfermedades Musculoesqueléticas , Sistema Musculoesquelético , Humanos , Tejido Adiposo/patología , Tejido Adiposo/metabolismo , Enfermedades Musculoesqueléticas/patología , Enfermedades Musculoesqueléticas/metabolismo , Sistema Musculoesquelético/patología , Sistema Musculoesquelético/metabolismo , Sistema Musculoesquelético/fisiopatología , Animales , Músculo Esquelético/patología , Músculo Esquelético/metabolismo , Adipocitos/patología , Adipocitos/metabolismo
10.
Climacteric ; : 1-7, 2024 Jul 30.
Artículo en Inglés | MEDLINE | ID: mdl-39077777

RESUMEN

Fifty-one percent of humans are born with ovaries. As the ovarian production of estrogen diminishes in midlife and ultimately stops, it is estimated that more than 47 million women worldwide enter the menopause transition annually. More than 70% will experience musculoskeletal symptoms and 25% will be disabled by them through the transition from perimenopause to postmenopause. This often-unrecognized collective of musculoskeletal symptoms, largely influenced by estrogen flux, includes arthralgia, loss of muscle mass, loss of bone density and progression of osteoarthritis, among others. In isolation, it can be difficult for clinicians and patients to adequately appreciate the substantial role of decreasing estrogen, anticipate the onset of related symptoms and actively treat to mitigate future detrimental processes. Thus, in this review we introduce a new term, the musculoskeletal syndrome of menopause, to describe the collective musculoskeletal signs and symptoms associated with the loss of estrogen. Given the significant effects of these processes on quality of life and the associated personal and financial costs, it is important for clinicians and the women they care for to be aware of this terminology and the constellation of musculoskeletal processes for which proper risk assessment and prophylactic management are of consequence.

11.
Life Sci Space Res (Amst) ; 42: 74-83, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39067994

RESUMEN

Human space exploration expansion from Low-Earth Orbit to deep space is accelerating the need to monitor and address the known health concerns related to deep space radiation. The human musculoskeletal system is vulnerable to these risks (alongside microgravity) and its health reflects the well-being of other body systems. Multiparametric magnetic resonance imaging (MRI) is an important approach for assessing temporal physiological changes in the musculoskeletal system. We propose that ultra-low-field MRI provides an optimal low Size Weight and Power (SwaP) solution for non-invasively monitoring muscle and bone changes on the planned Gateway lunar space station. Our proposed ultra-low-field Gateway MRI meets low SWaP design specifications mandated by limited room in the lunar space station. This review summarizes the current state of our knowledge on musculoskeletal consequences of spaceflight, especially with respect to radiation, and then elaborates how MRI can be used to monitor the deleterious effects of space travel and the efficacy of putative countermeasures. We argue that an ultra-low-field MRI in cis-lunar space on the Gateway can provide valuable research and medical insights into the effects of deep space radiation exposure on astronauts. Such an MRI would also allow the development of imaging protocols that would facilitate Earth-bound teams to monitor space personnel musculoskeletal changes during future interplanetary spaceflight. It will especially have a role in monitoring countermeasures, such as the use of melanin, in protecting space explorers.


Asunto(s)
Imagen por Resonancia Magnética , Vuelo Espacial , Humanos , Imagen por Resonancia Magnética/métodos , Sistema Musculoesquelético/diagnóstico por imagen , Sistema Musculoesquelético/efectos de la radiación , Astronautas , Ingravidez , Radiación Cósmica/efectos adversos
12.
Regen Med ; 19(6): 345-354, 2024 Jun 02.
Artículo en Inglés | MEDLINE | ID: mdl-38860852

RESUMEN

In the rapidly advancing field of regenerative medicine, relying solely on cell transplantation alone may be insufficient for achieving functional recovery, and rehabilitation before and after transplantation is crucial. Regenerative rehabilitation functions by synergizing the therapeutic effects of regeneration and rehabilitation to maximize tissue regeneration and patient function. We used the keywords "regenerative rehabilitation" to search across the database for published works; this review discusses the development of regenerative rehabilitation for the treatment of musculoskeletal injuries. Rehabilitation has become a crucial component of regenerative medicine because it can enhance patients' functional activity and facilitate their early return to society. Experimental data increasingly demonstrates that rehabilitation interventions support the regeneration of transplanted tissues.


Regenerative medicine concepts can be incorporated into rehabilitation to help patients achieve a better functional recovery outcome. Rehabilitation therapy can help patients return to society sooner following an injury. Regenerative medicine concepts can also be integrated into regenerative therapy to maximize its benefits when compared with traditional rehabilitation or regenerative therapy alone. The development of regenerative rehabilitation for the treatment of skeletal muscle, bone and bone junction injuries is reviewed in this article.


Asunto(s)
Medicina Regenerativa , Humanos , Medicina Regenerativa/métodos , Medicina Regenerativa/tendencias , Sistema Musculoesquelético/lesiones , Enfermedades Musculoesqueléticas/rehabilitación , Enfermedades Musculoesqueléticas/terapia , Animales , Regeneración
13.
Animals (Basel) ; 14(11)2024 May 30.
Artículo en Inglés | MEDLINE | ID: mdl-38891673

RESUMEN

Osteoarthritis is a common degenerative disease in dogs, often manifested as pain, joint swelling, and lameness. Despite the lack of scientific evidence for its treatment efficacy, transcutaneous electrical nerve stimulation (TENS) is used in dogs as a pain-relieving treatment. This randomised single-blinded cross-over study investigated the effect of TENS on gait parameters in fifteen dogs with osteoarthritis. Stance time, swing time, stride time, stride length, peak vertical force (%BW), vertical impulse (%BW*sec), and symmetry indices were obtained using a pressure-sensitive mat. TENS treatment of 80 Hz and 100 µs with an individually selected amplitude was conducted for 45 min once daily for a treatment period of seven or ten days. No significant differences were seen between TENS and placebo for any of the gait parameters. Hence, in this study, TENS did not affect gait parameters, compared to placebo. Further studies are needed to confirm the observations.

14.
J Eval Clin Pract ; 2024 Jun 17.
Artículo en Inglés | MEDLINE | ID: mdl-38881399

RESUMEN

RATIONALE: Advanced practice physiotherapy roles (Advanced Physiotherapy Practitioners [APPs] and First Contact Physiotherapists [FCPs]) are pivotal in supporting patients to manage their musculoskeletal (MSK) conditions. Having a greater understanding of how decisions are made by these practitioners will inform competency frameworks and improve the provision of patient-centred care. AIM: To evaluate the current knowledge, views and use of shared decision-making in MSK advanced physiotherapy practice in the United Kingdom. METHODS: A cross-sectional survey using an online questionnaire was used to collect demographic information, knowledge, views and self-reported use of shared decision-making (SDM) of APPs and FCPs who work with adults with MSK disorders in the United Kingdom. RESULTS: Responses from 49 participants (25 APPs and 24 FCPs) were included in the study. In total, 80% of participants had received SDM training and overall high levels of knowledge were shown. Only 12% of participants used a communication model to facilitate SDM. In total, 80% of participants reported making decisions together with the patient either always or most of the time. FCPs favoured a more patient-led approach to decision-making compared to APPs who favoured collaborative decision-making. The most commonly reported barriers to SDM included lack of time, lack of patient education resources, lack of access to patient decision aids and treatment pathway restrictions. CONCLUSIONS: The responses in this study showed that overall APPs and FCPs have good knowledge of SDM and report routine use of collaborative and patient-led decision-making approaches.

15.
BMC Med Educ ; 24(1): 688, 2024 Jun 22.
Artículo en Inglés | MEDLINE | ID: mdl-38909213

RESUMEN

BACKGROUND: Process-based teaching is a new education model. SPARK case database is a free medical imaging case database. This manuscript aimed to explore the application of the process-based teaching based on SPARK case database in the practice teaching of radiology in the musculoskeletal system. METHODS: 117 third year medical students were included. They were divided into Group A, B, C and D according to the curriculum arrangement. Group A and B attended the experimental class at the same time, A was the experimental group, B was the control group. Group C and D attended experimental classes at the same time, C was the experimental group, D was the control group. The experimental group used SPARK case database, while the control group used traditional teaching model for learning. The four groups of students were respectively tested after the theoretical class, before the experimental class, after the experimental class, and one week after the experimental class to compare the results. Finally, all students used SPARK case database to study, and were tested one month after the experimental class to compare their differences. RESULTS: The scores after the theoretical class of Group A and B were (100.0 ± 25.4), (101.0 ± 23.8)(t=-0.160, P > 0.05), Group C and D were (94.7 ± 23.7), (92.1 ± 18.6)(t = 0.467, P > 0.05). The scores of Group A and B before and after the experimental class and one week after the experimental class were respectively (84.1 ± 17.4), (72.1 ± 21.3)(t = 2.363, P < 0.05), (107.6 ± 14.3), (102.1 ± 18.0)(t = 1.292, P > 0.05), (89.7 ± 24.3), (66.6 ± 23.2)(t = 3.706, P < 0.05). The scores of Group C and D were (94.0 ± 17.3), (72.8 ± 25.5)(t = 3.755, P < 0.05), (107.3 ± 20.3), (93.1 ± 20.9)(t = 2.652, P < 0.05), (100.3 ± 19.7), (77.2 ± 24.0)(t = 4.039, P < 0.05). The scores of Group A and B for one month after the experimental class were (86.6 ± 28.8), (84.5 ± 24.0)(t = 0.297, P > 0.05), and Group C and D were (95.7 ± 20.3), (91.7 ± 23.0)(t = 0.699, P > 0.05). CONCLUSIONS: The process-based teaching based on SPARK case database could improve the radiology practice ability of the musculoskeletal system of students.


Asunto(s)
Educación de Pregrado en Medicina , Sistema Musculoesquelético , Radiología , Estudiantes de Medicina , Humanos , Educación de Pregrado en Medicina/métodos , Radiología/educación , Sistema Musculoesquelético/diagnóstico por imagen , Bases de Datos Factuales , Curriculum , Evaluación Educacional , Enseñanza , Masculino , Femenino , Modelos Educacionales , Aprendizaje Basado en Problemas
16.
Technol Health Care ; 2024 Jun 13.
Artículo en Inglés | MEDLINE | ID: mdl-38905067

RESUMEN

BACKGROUND: This study presents a comprehensive comparison between a marker-based motion capture system (MMC) and a video-based motion capture system (VMC) in the context of kinematic analysis using musculoskeletal models. OBJECTIVE: Focusing on joint angles, the study aimed to evaluate the accuracy of VMC as a viable alternative for biomechanical research. METHODS: Eighteen healthy subjects performed isolated movements with 17 joint degrees of freedom, and their kinematic data were collected using both an MMC and a VMC setup. The kinematic data were entered into the AnyBody Modelling System, which enables the calculation of joint angles. The mean absolute error (MAE) was calculated to quantify the deviations between the two systems. RESULTS: The results showed good agreement between VMC and MMC at several joint angles. In particular, the shoulder, hip and knee joints showed small deviations in kinematics with MAE values of 4.8∘, 6.8∘ and 3.5∘, respectively. However, the study revealed problems in tracking hand and elbow movements, resulting in higher MAE values of 13.7∘ and 27.7∘. Deviations were also higher for head and thoracic movements. CONCLUSION: Overall, VMC showed promising results for lower body and shoulder kinematics. However, the tracking of the wrist and pelvis still needs to be refined. The research results provide a basis for further investigations that promote the fusion of VMC and musculoskeletal models.

17.
Comput Mech ; 73(5): 1125-1145, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38699409

RESUMEN

This work presents a multi-resolution physics-informed recurrent neural network (MR PI-RNN), for simultaneous prediction of musculoskeletal (MSK) motion and parameter identification of the MSK systems. The MSK application was selected as the model problem due to its challenging nature in mapping the high-frequency surface electromyography (sEMG) signals to the low-frequency body joint motion controlled by the MSK and muscle contraction dynamics. The proposed method utilizes the fast wavelet transform to decompose the mixed frequency input sEMG and output joint motion signals into nested multi-resolution signals. The prediction model is subsequently trained on coarser-scale input-output signals using a gated recurrent unit (GRU), and then the trained parameters are transferred to the next level of training with finer-scale signals. These training processes are repeated recursively under a transfer-learning fashion until the full-scale training (i.e., with unfiltered signals) is achieved, while satisfying the underlying dynamic equilibrium. Numerical examples on recorded subject data demonstrate the effectiveness of the proposed framework in generating a physics-informed forward-dynamics surrogate, which yields higher accuracy in motion predictions of elbow flexion-extension of an MSK system compared to the case with single-scale training. The framework is also capable of identifying muscle parameters that are physiologically consistent with the subject's kinematics data.

19.
Bioinspir Biomim ; 19(4)2024 Jun 10.
Artículo en Inglés | MEDLINE | ID: mdl-38806049

RESUMEN

Vertebrates possess a biomechanical structure with redundant muscles, enabling adaptability in uncertain and complex environments. Harnessing this inspiration, musculoskeletal systems offer advantages like variable stiffness and resilience to actuator failure and fatigue. Despite their potential, the complex structure presents modelling challenges that are difficult to explicitly formulate and control. This difficulty arises from the need for comprehensive knowledge of the musculoskeletal system, including details such as muscle arrangement, and fully accessible muscle and joint states. Whilst existing model-free methods do not need explicit formulations, they also underutilise the benefits of muscle redundancy. Consequently, they necessitate retraining in the event of muscle failure and require manual tuning of parameters to control joint stiffness limiting their applications under unknown payloads. Presented here is a model-free local inverse statics controller for musculoskeletal systems, employing a feedforward neural network trained on motor babbling data. Experiments with a musculoskeletal leg model showcase the controller's adaptability to complex structures, including mono and bi-articulate muscles. The controller can compensate for changes such as weight variations, muscle failures, and environmental interactions, retaining reasonable accuracy without the need for any additional retraining.


Asunto(s)
Modelos Biológicos , Músculo Esquelético , Animales , Músculo Esquelético/fisiología , Fenómenos Biomecánicos , Redes Neurales de la Computación , Humanos , Simulación por Computador , Adaptación Fisiológica/fisiología , Articulaciones/fisiología
20.
Am J Ind Med ; 67(7): 657-666, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38752439

RESUMEN

BACKGROUND: Knee osteoarthritis (OA) has been quite consistently associated with high physical workload and specific physical factors at work, while for hip OA, fewer studies are available, which still indicate possible associations with heavy lifting and physical workload. The objective of the study was to assess the association between exposure to workplace physical factors and incidence of knee and hip arthroplasty, as markers of severe OA in these joints. METHODS: The study population was composed of employees 25-60 years who participated in the Turin 2011 census. For each job held since 1995, exposure to physical factors was assigned to individuals in the cohort through a Job-Exposure Matrix constructed from the Italian O*NET database. Using Poisson regression models, the incidence of knee and hip arthroplasty for OA, identified through hospitalizations from 2012 to 2018, was examined in relation to cumulative exposure to 7 different physical hazards and a composite indicator of physical workload constructed from 17 physical factors (Ergo-Index). RESULTS: The risk of knee OA was significantly increased in the highest cumulative exposure quartile of physical workload (incidence rate ratio = 1.98, 95% confidence interval: 1.24-3.16) and of all single hazards examined, compared to the lowest quartile, with significant trends in risk with increasing exposure. In contrast, no association was found with hip OA, whose relative risks were close to or below one in all higher-exposure quartiles of physical workload and of each single hazard. CONCLUSIONS: Our results indicate that exposure to physical hazards at work increases the likelihood of developing knee OA, but not hip OA.


Asunto(s)
Artroplastia de Reemplazo de Cadera , Artroplastia de Reemplazo de Rodilla , Enfermedades Profesionales , Exposición Profesional , Osteoartritis de la Cadera , Osteoartritis de la Rodilla , Carga de Trabajo , Humanos , Persona de Mediana Edad , Femenino , Masculino , Incidencia , Adulto , Osteoartritis de la Rodilla/epidemiología , Osteoartritis de la Rodilla/cirugía , Osteoartritis de la Rodilla/etiología , Artroplastia de Reemplazo de Cadera/estadística & datos numéricos , Osteoartritis de la Cadera/epidemiología , Osteoartritis de la Cadera/cirugía , Enfermedades Profesionales/epidemiología , Enfermedades Profesionales/etiología , Carga de Trabajo/estadística & datos numéricos , Exposición Profesional/efectos adversos , Exposición Profesional/estadística & datos numéricos , Exposición Profesional/análisis , Artroplastia de Reemplazo de Rodilla/estadística & datos numéricos , Italia/epidemiología , Factores de Riesgo , Elevación/efectos adversos
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