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Experimentally induced pain increases absolute but not relative errors and reduces variability in joint repositioning of the knee joint in healthy participants 实验诱导的疼痛会增加绝对误差,但不会增加相对误差,并降低健康参与者膝关节复位的可变性
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-17 DOI: 10.1016/j.msksp.2024.103188
Michalis A. Efstathiou , Stelios Hadjisavvas , Irene-Chrysovalanto Themistocleous , Katerina Daskalaki , Zoi Roupa , Savoula Ghobrial , Christoforos Giannaki , Christos Savva , Lee Herrington , Manos Stefanakis

Background

Joint position sense (JPS) plays an important role in knee joint function. Despite the possible influence of pain on the proprioceptive system, the effects of experimental muscle pain on knee JPS have not been studied.

Objectives

To investigate if experimentally induced muscle pain affects knee JPS in healthy participants.

Methods

Measurements of knee JPS were conducted before and after the injection of 5.8% sterile hypertonic saline in the vastus medialis muscle of 26 healthy physically active adults. Knee JPS was assessed through a passive/active repositioning paradigm in target angles of 15°, 45° and 60° using an isokinetic dynamometer. Absolute and relative angular errors were calculated. The coefficient of variation analysis was used to assess differences in the angles’ variability during the repositioning task.

Results

Absolute angular error increased in all three angles following experimentally induced pain. The difference was statistically significant at 45° (p = 0.003, d = 0.6) and 15° (p = 0.047, d = 0.4) but not at 60° (p = 0.064, d = 0.4). Relative error did not show directional bias at 45° (p = 0.272, d = 0.2), 15° (p = 0.483, d = 0.1) or 60° (p = 0.091, d = 0.3). The coefficient of variation analysis revealed a statistically significant reduction in variability at angles of 60° (p = 0.002, d = 0.7) and 15° (p = 0.031, d = 0.4) after the pain intervention.

Conclusion

The presence of experimentally induced muscle pain affects the ability of healthy participants to accurately reposition the knee at two angles of knee flexion and reduces movement variability during the repositioning task. Further research is required to determine if these deficits also impact patients with clinical knee pain.
背景关节位置感(JPS)在膝关节功能中发挥着重要作用。尽管疼痛可能对本体感觉系统产生影响,但实验性肌肉疼痛对膝关节JPS的影响尚未得到研究。方法在26名健康的运动型成年人的内侧阔肌注射5.8%无菌高渗盐水前后对膝关节JPS进行测量。使用等动测力计在15°、45°和60°目标角度下,通过被动/主动重新定位范例对膝关节JPS进行评估。计算了绝对和相对角度误差。结果在实验诱导疼痛后,所有三个角度的绝对角度误差都有所增加。在 45° (p = 0.003, d = 0.6) 和 15° (p = 0.047, d = 0.4) 时,这种差异具有统计学意义,但在 60° (p = 0.064, d = 0.4) 时,这种差异不具有统计学意义。相对误差在 45°(p = 0.272,d = 0.2)、15°(p = 0.483,d = 0.1)或 60°(p = 0.091,d = 0.3)时未显示出方向偏差。变异系数分析表明,在疼痛干预后,60°(p = 0.002,d = 0.7)和 15°(p = 0.031,d = 0.4)角度的变异性在统计学上显著降低。要确定这些缺陷是否也会影响临床膝关节疼痛患者,还需要进一步的研究。
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引用次数: 0
The Patient Specific Functional Scale - Brazil as an instrument for the functional assessment of patients with chronic non-specific low back pain: Construct validity (hypothesis testing and structural validity) and test-retest reliability 患者特定功能量表--巴西,作为慢性非特异性腰背痛患者功能评估的工具:结构效度(假设检验和结构效度)和重复测试可靠性
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-17 DOI: 10.1016/j.msksp.2024.103190
Milton Ricardo de Medeiros Fernandes , Rafael Inacio Barbosa , Lais Mara Siqueira das Neves , Heloyse Uliam Kuriki , Alexandre Marcio Marcolino
The objective was to assess the validity and reliability of the Patient-Specific Functional Scale-Brazil (PSFS-B) in patients with non-specific chronic low back pain. A methodological study was conducted, and 101 volunteers with chronic non-specific low back pain were interviewed and asked to complete the PSFS-B questionnaire and the Oswestry Disability Index-Brazil 2.0 reference questionnaire. The Oswestry Disability Index-Brazil 2.0 is a standardized tool used to assess functional disability of the lumbar spine. A new assessment (follow-up) was conducted one week later using the same instruments. The COSMIN checklist was utilized as a guide. Two questionnaires were employed to assess patients: the Patient-Specific Functional Scale-Brazil (PSFS-Br) and the Oswestry Disability Index-Brazil 2.0 (ODI-Br). Data were analyzed to assess construct validity (hypothesis testing and structural validity), internal consistency, and test-retest reliability. The statistical methods employed included Pearson's correlation coefficient, confirmatory factorial analysis, Cronbach's alpha, and intraclass correlation coefficient. The results of the Patient-Specific Functional Scale-Brazil demonstrated a moderate negative correlation with the ODI-Br in hypothesis testing (r = −0.691 and r = −0.754) and in structural validity (Comparative Fit Index (0.986), Tucker-Lewis Index (0.958), Root Mean Square Error of Approximation (0.194), and Standardized Root Mean Square Residual (0.134). Furthermore, the instrument demonstrated excellent internal consistency (α = 0.951) and test-retest reliability (intraclass correlation coefficient = 0.978), and was additionally validated by the Bland-Altman plot (0.125). In conclusion, the Patient-Specific Functional Scale-Brazil is a valid and reliable tool for the evaluation and follow-up of patients with non-specific chronic low back pain.
目的是评估巴西患者特异性功能量表(PSFS-B)在非特异性慢性腰背痛患者中的有效性和可靠性。研究人员对 101 名患有慢性非特异性腰背痛的志愿者进行了访谈,并要求他们填写 PSFS-B 问卷和 Oswestry Disability Index-Brazil 2.0 参考问卷。Oswestry Disability Index-Brazil 2.0 是用于评估腰椎功能性残疾的标准化工具。一周后使用相同的工具进行新的评估(随访)。COSMIN 检查表被用作指南。评估患者时使用了两份问卷:巴西患者特定功能量表(PSFS-Br)和巴西奥斯韦特里残疾指数 2.0(ODI-Br)。对数据进行了分析,以评估构建有效性(假设检验和结构有效性)、内部一致性和测试-再测可靠性。采用的统计方法包括皮尔逊相关系数、确证因子分析、克朗巴赫α和类内相关系数。在假设检验(r = -0.691 和 r = -0.754)和结构效度(比较拟合指数(0.986)、塔克-刘易斯指数(0.958)、近似均方根误差(0.194)和标准化均方根残差(0.134))方面,巴西患者特定功能量表与 ODI-Br 的结果呈中度负相关。此外,该工具还表现出极佳的内部一致性(α = 0.951)和测试-再测试可靠性(类内相关系数 = 0.978),并通过布兰德-阿尔特曼图(0.125)得到进一步验证。总之,巴西患者特异性功能量表是评估和随访非特异性慢性腰背痛患者的有效而可靠的工具。
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引用次数: 0
The association between insomnia and musculoskeletal problems in employees of an automotive company in Tehran, Iran 伊朗德黑兰一家汽车公司员工失眠与肌肉骨骼问题之间的关系
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-16 DOI: 10.1016/j.msksp.2024.103189
Shima Jamialahmadi , Zahra Banafsheh Alemohammad , Seyed Akbar Sharifian , Ramin Mehrdad

Objectives

The purpose of this study was to examine the association between insomnia and the number of pain areas among employees of an automotive company. Secondary aim was to examine the association between depression, anxiety, and stress, and musculoskeletal pain independent of insomnia.

Material and methods

We performed a cross-sectional study conducted in an automobile manufacturing factory. To collect data, we used the Nordic Musculoskeletal Questionnaire, ISI (Insomnia Severity Index), and DASS-21 (Depression, Anxiety, and Stress Scale). The univariate and multiple association analyses were performed using ordinal logistic regression adjusted for gender, age, industrial/non-industrial, sport activity, pack year, educational level, years of employment, anxiety, stress, and depression.

Result

In individuals with insomnia, the lower back was the most common area where pain was reported (59.5%). In all areas, pain symptoms were significantly more prevalent in individuals with insomnia compared to those without insomnia. Insomnia was associated with having pain with an increased odds of number of pain sites (odds ratio [OR] 2.81,95%CI 2.34–3.39). In ordinal logistic regression, there was an association between insomnia and pain, independent of the effects of depression, anxiety, and stress (OR 2.21,95%CI 1.52–3.23).

Discussion

Insomnia was associated with pain in all regions of the body and a higher prevalence of pain in multiple areas. The insomnia-pain association was independent of depression, anxiety, and stress.

本研究的目的是调查一家汽车公司员工失眠与疼痛部位数量之间的关系。材料和方法我们在一家汽车制造厂进行了一项横断面研究。为了收集数据,我们使用了北欧肌肉骨骼问卷、ISI(失眠严重程度指数)和 DASS-21(抑郁、焦虑和压力量表)。在对性别、年龄、工业/非工业、体育活动、包年、教育程度、工作年限、焦虑、压力和抑郁进行调整后,使用序数逻辑回归法进行了单变量和多重关联分析。 结果在失眠患者中,下背部是最常见的疼痛部位(59.5%)。在所有部位中,失眠患者的疼痛症状明显多于无失眠者。失眠与疼痛的相关性与疼痛部位数量的几率增加有关(几率比 [OR] 2.81,95%CI 2.34-3.39)。在顺序逻辑回归中,失眠与疼痛之间存在关联,不受抑郁、焦虑和压力的影响(OR 2.21,95%CI 1.52-3.23)。失眠与疼痛的关系与抑郁、焦虑和压力无关。
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引用次数: 0
Clinical recognition of the role of the cervical spine in signs and symptoms of altered sensorimotor control 临床认识颈椎在感觉运动控制改变的体征和症状中的作用
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-16 DOI: 10.1016/j.msksp.2024.103187
Julia Treleaven

Together with visual and vestibular input the cervical spine is vital for sensorimotor control of head and eye movement control, general body postural stability adjustments and co-ordination.

Altered cervical input in persons with neck disorders can lead to signs and symptoms of impaired sensorimotor control across and within several domains. Clinical assessment for differential diagnosis and to direct management of cervical related altered sensorimotor control is clearly required in many patients. This applies not only to patients with neck disorders but also in patients with, for example vestibular disorders or concussion, presenting with signs and symptoms of altered sensorimotor control where the cervical spine may have a role to play.

This paper explores the research and current knowledge in relation to clinical measures of cervical related sensorimotor control. The feasibility, responsiveness, comparison to gold standards and potential of clinical measures of cervical related sensorimotor control to assist in differential diagnosis are considered where relevant. Future research directions should examine the full complement of psychometric properties of tests and consideration of any relationships of these measures to pain, dizziness, trauma and functional implications. Development of other measures as well as use in assessing response post management are also important directions.

These clinical measures, along with a skilled interview and cervical musculoskeletal examination will enable clinicians to recognise and manage impaired cervical sensorimotor control in patients with neck disorders as well as determine the role of the cervical spine in many patients presenting with signs and symptoms of altered sensorimotor control.

颈椎与视觉和前庭输入一起,对于头部和眼部运动控制、全身姿势稳定性调整和协调等感官运动控制至关重要。颈部疾病患者的颈椎输入改变可导致多个领域内感官运动控制受损的体征和症状。许多患者显然需要进行临床评估,以进行鉴别诊断,并指导治疗与颈椎相关的感觉运动控制改变。这不仅适用于颈部疾病患者,也适用于前庭功能障碍或脑震荡等患者,这些患者会出现感觉运动控制改变的体征和症状,而颈椎可能在其中发挥了作用。本文探讨了与颈椎相关的感觉运动控制临床测量方法的可行性、响应性、与黄金标准的比较以及协助鉴别诊断的潜力。未来的研究方向应检查测试的全部心理测量特性,并考虑这些测量与疼痛、头晕、外伤和功能影响之间的关系。这些临床测量方法以及熟练的访谈和颈部肌肉骨骼检查将使临床医生能够识别和处理颈部疾病患者受损的颈部感觉运动控制能力,并确定颈椎在许多出现感觉运动控制能力改变的体征和症状的患者中的作用。
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引用次数: 0
Morphological and mechanical properties of cervical muscles in fibromyalgia with migraine: A case-control study 纤维肌痛伴偏头痛患者颈部肌肉的形态和机械特性:病例对照研究
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-14 DOI: 10.1016/j.msksp.2024.103185
Mehtap Balaban , Seyda Toprak Celenay , Nida Lalecan , Selcuk Akan , Derya Ozer Kaya

Background

The precise manner in which morphological and mechanical properties of cervical muscles in patients with fibromyalgia and migraine are affected remains unclear.

Objectives

The objective of this study was to compare the morphological and mechanical properties of cervical muscles in individuals diagnosed with fibromyalgia who also experience migraine headaches with those who do not.

Methods

The study included two groups of fibromyalgia patients: one with migraine (n = 18, age = 44.7 ± 7.5 years, body mass index = 28.7 ± 6.9 kg/m2) and one without migraine (n = 21, age = 42.6 ± 9.5 years, body mass index = 25.1 ± 4.4 kg/m2). Body pain intensity related to fibromyalgia and migraine attack severity were evaluated with a Visual Analog Scale (VAS). The cervical muscle morphological and mechanical properties, including thickness, cross-sectional area (CSA), and stiffness, were measured using ultrasound imaging.

Results

It was found that there was a greater decrease in longus colli muscle CSA scores (p = 0.004) and a greater increase in upper trapezius muscle stiffness scores (p = 0.013) in the fibromyalgia + migraine group compared to the fibromyalgia group. No statistically significant differences were observed in trapezius muscle thickness (p = 0.261), sternocleidomastoid muscle thickness (p = 0.874), multifidus CSA (p = 0.963), or sternocleidomastoid muscle stiffness (p = 0.642) between the two groups.

Conclusion

Patients with fibromyalgia and migraine exhibited diminished longus colli muscle CSA and heightened upper trapezius muscle stiffness compared to those with fibromyalgia but no migraine. It should be considered that migraine comorbidity in fibromyalgia may negatively affect cervical muscle morphological and mechanical properties.

背景纤维肌痛和偏头痛患者颈部肌肉的形态和机械特性受影响的确切方式仍不清楚。目的本研究的目的是比较被诊断为纤维肌痛并伴有偏头痛的患者与未被诊断为纤维肌痛并伴有偏头痛的患者颈部肌肉的形态和机械特性。方法该研究包括两组纤维肌痛患者:一组有偏头痛(n = 18,年龄 = 44.7 ± 7.5 岁,体重指数 = 28.7 ± 6.9 kg/m2),另一组无偏头痛(n = 21,年龄 = 42.6 ± 9.5 岁,体重指数 = 25.1 ± 4.4 kg/m2)。采用视觉模拟量表(VAS)评估与纤维肌痛和偏头痛发作严重程度相关的身体疼痛强度。结果发现,与纤维肌痛组相比,纤维肌痛+偏头痛组的副长肌CSA评分下降幅度更大(p = 0.004),斜方肌上端的肌肉僵硬度评分增加幅度更大(p = 0.013)。两组患者在斜方肌厚度(p = 0.261)、胸锁乳突肌厚度(p = 0.874)、多裂肌CSA(p = 0.963)或胸锁乳突肌僵硬度(p = 0.642)方面均无统计学差异。结论与患有纤维肌痛但无偏头痛的患者相比,患有纤维肌痛并伴有偏头痛的患者表现出背长肌CSA减小、斜方肌上部肌肉僵硬度增高。应考虑到纤维肌痛合并偏头痛可能会对颈部肌肉的形态和机械特性产生负面影响。
{"title":"Morphological and mechanical properties of cervical muscles in fibromyalgia with migraine: A case-control study","authors":"Mehtap Balaban ,&nbsp;Seyda Toprak Celenay ,&nbsp;Nida Lalecan ,&nbsp;Selcuk Akan ,&nbsp;Derya Ozer Kaya","doi":"10.1016/j.msksp.2024.103185","DOIUrl":"10.1016/j.msksp.2024.103185","url":null,"abstract":"<div><h3>Background</h3><p>The precise manner in which morphological and mechanical properties of cervical muscles in patients with fibromyalgia and migraine are affected remains unclear.</p></div><div><h3>Objectives</h3><p>The objective of this study was to compare the morphological and mechanical properties of cervical muscles in individuals diagnosed with fibromyalgia who also experience migraine headaches with those who do not.</p></div><div><h3>Methods</h3><p>The study included two groups of fibromyalgia patients: one with migraine (n = 18, age = 44.7 ± 7.5 years, body mass index = 28.7 ± 6.9 kg/m<sup>2</sup>) and one without migraine (n = 21, age = 42.6 ± 9.5 years, body mass index = 25.1 ± 4.4 kg/m<sup>2</sup>). Body pain intensity related to fibromyalgia and migraine attack severity were evaluated with a Visual Analog Scale (VAS). The cervical muscle morphological and mechanical properties, including thickness, cross-sectional area (CSA), and stiffness, were measured using ultrasound imaging.</p></div><div><h3>Results</h3><p>It was found that there was a greater decrease in longus colli muscle CSA scores (p = 0.004) and a greater increase in upper trapezius muscle stiffness scores (p = 0.013) in the fibromyalgia + migraine group compared to the fibromyalgia group. No statistically significant differences were observed in trapezius muscle thickness (p = 0.261), sternocleidomastoid muscle thickness (p = 0.874), multifidus CSA (p = 0.963), or sternocleidomastoid muscle stiffness (p = 0.642) between the two groups.</p></div><div><h3>Conclusion</h3><p>Patients with fibromyalgia and migraine exhibited diminished longus colli muscle CSA and heightened upper trapezius muscle stiffness compared to those with fibromyalgia but no migraine. It should be considered that migraine comorbidity in fibromyalgia may negatively affect cervical muscle morphological and mechanical properties.</p></div>","PeriodicalId":56036,"journal":{"name":"Musculoskeletal Science and Practice","volume":"74 ","pages":"Article 103185"},"PeriodicalIF":2.2,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142273979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Contents and delivery methods of pain neuroscience education in pediatrics: A scoping review 儿科疼痛神经科学教育的内容和授课方法:范围综述
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-13 DOI: 10.1016/j.msksp.2024.103182
Juliana Rezende , Louise Acalantis , Leandro Calazans Nogueira , Ney Meziat-Filho , Kelly Ickmans , Felipe J.J. Reis

Background

Pain is prevalent among children and adolescents. The development and implementation of Pain Neuroscience Education (PNE) strategies tailored to this population remains overlooked in contrast to the adult population.

Objective

This study sought to identify the content, delivery methods, and dosage of PNE for children and adolescents available in the literature.

Method

We systematically searched PubMed, EMBASE, Physiotherapy Evidence Database, Scopus, Web of Science, Cochrane Library, PsycINFO, and clinical trial registration databases. Inclusion criteria consisted of studies that involved children submitted to a PNE program in community, school, clinics, hospitals or child development centers. We considered studies that included children with and without pain who received PNE strategies associated or not with self-motivational interventions. Studies focusing on psychological interventions were excluded. We extracted data on authors, publication year, country, sample characteristics, health condition, PNE content, study design, context, outcomes, duration, follow-up, main results, dropout, and adverse effects. Data extracted were qualitatively organized.

Results

A total of 805 studies were initially reviewed. The final sample comprised 17 studies. Common PNE topics included pain neurophysiology, biopsychosocial influences, pain concepts, self-management, and coping strategies. Delivery methods ranged from slideshows and videos to booklets, with sessions lasting 8–60 min. Schools were the most common setting for these interventions.

Conclusion

Our review demonstrates the diversity in PNE content, delivery methods, and intervention dosages among the included studies. Most studies occurred in school settings, potentially limiting its generalizability for clinical contexts.

背景疼痛在儿童和青少年中普遍存在。本研究旨在确定文献中针对儿童和青少年的疼痛神经科学教育(PNE)的内容、实施方法和剂量。方法我们系统地检索了 PubMed、EMBASE、物理治疗证据数据库、Scopus、Web of Science、Cochrane Library、PsycINFO 和临床试验注册数据库。纳入标准包括涉及在社区、学校、诊所、医院或儿童发展中心接受新生儿及儿童营养教育项目的儿童的研究。我们考虑的研究包括有疼痛和无疼痛的儿童,他们接受了与自我激励干预相关或不相关的 PNE 策略。以心理干预为主的研究除外。我们提取了有关作者、发表年份、国家、样本特征、健康状况、PNE 内容、研究设计、背景、结果、持续时间、随访、主要结果、辍学和不良反应的数据。对提取的数据进行了定性整理。最终样本包括 17 项研究。常见的 PNE 主题包括疼痛神经生理学、生物心理社会影响、疼痛概念、自我管理和应对策略。授课方式从幻灯片、视频到小册子不等,授课时间为 8-60 分钟。结论我们的综述表明,纳入研究的 PNE 内容、授课方法和干预剂量多种多样。大多数研究都是在学校环境中进行的,这可能会限制其在临床环境中的推广性。
{"title":"Contents and delivery methods of pain neuroscience education in pediatrics: A scoping review","authors":"Juliana Rezende ,&nbsp;Louise Acalantis ,&nbsp;Leandro Calazans Nogueira ,&nbsp;Ney Meziat-Filho ,&nbsp;Kelly Ickmans ,&nbsp;Felipe J.J. Reis","doi":"10.1016/j.msksp.2024.103182","DOIUrl":"10.1016/j.msksp.2024.103182","url":null,"abstract":"<div><h3>Background</h3><p>Pain is prevalent among children and adolescents. The development and implementation of Pain Neuroscience Education (PNE) strategies tailored to this population remains overlooked in contrast to the adult population.</p></div><div><h3>Objective</h3><p>This study sought to identify the content, delivery methods, and dosage of PNE for children and adolescents available in the literature.</p></div><div><h3>Method</h3><p>We systematically searched PubMed, EMBASE, Physiotherapy Evidence Database, Scopus, Web of Science, Cochrane Library, PsycINFO, and clinical trial registration databases. Inclusion criteria consisted of studies that involved children submitted to a PNE program in community, school, clinics, hospitals or child development centers. We considered studies that included children with and without pain who received PNE strategies associated or not with self-motivational interventions. Studies focusing on psychological interventions were excluded. We extracted data on authors, publication year, country, sample characteristics, health condition, PNE content, study design, context, outcomes, duration, follow-up, main results, dropout, and adverse effects. Data extracted were qualitatively organized.</p></div><div><h3>Results</h3><p>A total of 805 studies were initially reviewed. The final sample comprised 17 studies. Common PNE topics included pain neurophysiology, biopsychosocial influences, pain concepts, self-management, and coping strategies. Delivery methods ranged from slideshows and videos to booklets, with sessions lasting 8–60 min. Schools were the most common setting for these interventions.</p></div><div><h3>Conclusion</h3><p>Our review demonstrates the diversity in PNE content, delivery methods, and intervention dosages among the included studies. Most studies occurred in school settings, potentially limiting its generalizability for clinical contexts.</p></div>","PeriodicalId":56036,"journal":{"name":"Musculoskeletal Science and Practice","volume":"74 ","pages":"Article 103182"},"PeriodicalIF":2.2,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142243687","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning methods in physical therapy: A scoping review of applications in clinical context 物理治疗中的机器学习方法:临床应用范围综述
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-13 DOI: 10.1016/j.msksp.2024.103184
Felipe J.J. Reis , Matheus Bartholazzi Lugão de Carvalho , Gabriela de Assis Neves , Leandro Calazans Nogueira , Ney Meziat-Filho

Background

Machine learning (ML) efficiently processes large datasets, showing promise in enhancing clinical practice within physical therapy.

Objective

The aim of this scoping review is to provide an overview of studies using ML approaches in clinical settings of physical therapy.

Data sources

A scoping review was performed in PubMed, EMBASE, PEDro, Cochrane, Web of Science, and Scopus.

Selection criteria

We included studies utilizing ML methods. ML was defined as the utilization of computational systems to encode patterns and relationships, enabling predictions or classifications with minimal human interference.

Data extraction and data synthesis

Data were extracted regarding methods, data types, performance metrics, and model availability.

Results

Forty-two studies were included. The majority were published after 2020 (n = 25). Fourteen studies (33.3%) were in the musculoskeletal physical therapy field, nine (21.4%) in neurological, and eight (19%) in sports physical therapy. We identified 44 different ML models, with random forest being the most used. Three studies reported on model availability. We identified several clinical applications for ML-based tools, including diagnosis (n = 14), prognosis (n = 7), treatment outcomes prediction (n = 7), clinical decision support (n = 5), movement analysis (n = 4), patient monitoring (n = 3), and personalized care plan (n = 2).

Limitation

Model performance metrics, costs, model interpretability, and explainability were not reported.

Conclusion

This scope review mapped the emerging landscape of machine learning applications in physical therapy. Despite the growing interest, the field still lacks high-quality studies on validation, model availability, and acceptability to advance from research to clinical practice.

背景机器学习(ML)可高效处理大型数据集,在提高物理治疗的临床实践方面大有可为。目的本范围综述旨在概述在物理治疗的临床环境中使用 ML 方法的研究。ML 被定义为利用计算系统对模式和关系进行编码,从而在最少人为干预的情况下进行预测或分类。数据提取和数据综合提取了有关方法、数据类型、性能指标和模型可用性的数据。大多数研究发表于 2020 年之后(n = 25)。14项研究(33.3%)涉及肌肉骨骼理疗领域,9项(21.4%)涉及神经理疗领域,8项(19%)涉及运动理疗领域。我们发现了 44 种不同的 ML 模型,其中使用最多的是随机森林模型。三项研究报告了模型的可用性。我们确定了基于 ML 工具的几种临床应用,包括诊断(14 例)、预后(7 例)、治疗结果预测(7 例)、临床决策支持(5 例)、运动分析(4 例)、患者监控(3 例)和个性化护理计划(2 例)。尽管人们对机器学习的兴趣与日俱增,但该领域仍然缺乏关于验证、模型可用性和可接受性的高质量研究,因此无法从研究推进到临床实践。
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引用次数: 0
Patient acceptance of care of a novel care pathway for those at risk of poor outcomes from musculoskeletal pain: A mixed methods study 患者对针对肌肉骨骼疼痛不良后果高危人群的新型护理路径的接受程度:混合方法研究
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-12 DOI: 10.1016/j.msksp.2024.103178
Darren Beales , Eileen Boyle , Robyn Fary , Anton Mikhailov , Benjamin Saunders , Sonia Coates , Kerrie Evans , Milena Simic , Michele Sterling , Kim Bennell , Trudy Rebbeck

Objective

Investigate people's acceptance of specialist musculoskeletal care within a new care pathway for common musculoskeletal conditions (low back pain, neck pain/whiplash, knee osteoarthritis).

Design

Convergent parallel mixed methods design referencing the Theoretical Framework of Acceptability. The study included a subset of participants (n = 29) at-risk of poor outcomes from the intervention arm of the PAthway of CarE for common musculoskeletal conditions (PACE-MSK) trial. In the PACE-MSK arm, participants received specialist physiotherapist care as an adjunct to the care provided by their primary healthcare professional(s). One-to-one semi-structured interviews were conducted around 3-months after commencing in the trial. Quantitative data were collected at baseline and 3-month follow-up (health-related quality of life, pain self-efficacy, global perceived change, satisfaction).

Results

Five themes were identified (Expectations and beliefs shaped patient experience; Clinical expertise and competence influence acceptance; Person-centred care; Mechanisms facilitating beneficial responses to care; Gaps in care pathway implementation). There were positive individual changes in physical quality of life for 17/29 (59%) participants, mental health quality of life for 12/29 (41%), pain self-efficacy for 8/29 (28%) and global perceived change for 19/29 (66%). Management met expectations with the majority reporting high levels of satisfaction. Integrating the qualitative and quantitative data with the Theoretical Framework of Acceptability, there were complementary meta-inferences in the constructs of ‘ethicality’, ‘intervention coherence’, ‘self-efficacy’ and ‘affective attitude’. Divergence was identified in ‘perceived effectiveness’.

Discussion

In general, there was positive acceptance of the care pathway by participants. Specialist physiotherapists’ care was perceived as a positive addition to usual care.

目标:调查人们对常见肌肉骨骼疾病(腰背痛、颈部疼痛/颈椎病、膝关节骨性关节炎)新护理路径中肌肉骨骼专科护理的接受程度。设计:参照可接受性理论框架,采用收敛平行混合方法设计。该研究纳入了常见肌肉骨骼疾病的PACE-MSK(PAthway of CarE for common musculoskeletal conditions)试验干预组中有不良后果风险的参与者子集(n = 29)。在PACE-MSK干预组中,参与者接受专业物理治疗师的护理,作为其初级医疗保健专业人员提供的护理的补充。试验开始 3 个月后,我们对参与者进行了一对一的半结构化访谈。结果确定了五个主题(期望和信念影响患者体验;临床专业知识和能力影响接受程度;以人为本的护理;促进对护理产生有益反应的机制;护理路径实施中的不足)。17/29(59%)名参与者的身体生活质量、12/29(41%)名参与者的心理健康生活质量、8/29(28%)名参与者的疼痛自我效能以及 19/29(66%)名参与者的整体感知变化均出现了积极的个人变化。管理达到了预期目标,大多数人表示非常满意。将定性和定量数据与 "可接受性理论框架 "相结合,在 "道德性"、"干预一致性"、"自我效能 "和 "情感态度 "等方面形成了互补的元推论。讨论 总体而言,参与者对护理路径的接受度较高。专业物理治疗师的护理被认为是对常规护理的积极补充。
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引用次数: 0
Effects of therapeutic exercise on pain processing in people with chronic non-specific neck pain - A systematic review and meta-analysis 治疗性运动对慢性非特异性颈痛患者疼痛处理的影响--系统回顾与荟萃分析
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-11 DOI: 10.1016/j.msksp.2024.103183
Adriane Aguayo-Alves , Giovanna Laura Neves Antônio Gaban , Marcos Amaral de Noronha , Luiz Fernando Approbato Selistre

Background

Emerging evidence suggests that individuals with chronic non-specific neck pain may experience altered sensory processing, potentially contributing to the modest response to therapeutic exercise treatments.

Objective

This systematic review aims to explore the effect of therapeutic exercise on pain processing among patients with chronic non-specific neck pain.

Methods

A systematic search was conducted in multiple databases (PubMed, EMBASE, CINAHL, PEDro, SportDiscus, and Cochrane CENTRAL) from inception to June 2023. Inclusion criteria included randomized controlled trials (RCT) comparing therapeutic exercise to non-exercise treatments or no treatment. The screening and data extraction was conducted by two reviewers. The methodological quality was evaluated using the PEDro scale and the certainty of evidence using GRADE. The primary outcomes assessed were pressure pain threshold (PPT), temporal summation, and conditioned pain modulation.

Results

Thirteen trials included a total of 948 participants, with 586 in the exercise therapy group and 362 in the non-exercise group. The therapeutic exercise was not superior to non-exercise treatments for both local and PPT in the immediate (MD = 0.13, 95%CI = −0.18 to 0.43), and short-term follow-up (MD = 0.17, 95%CI = −0.27 to 0.61). In the medium term, therapeutic exercise demonstrated a small effect size in increasing local PPT (Kg/cm2) (MD = 0.64, 95%CI = 0.08 to 1.19) compared to non-exercise interventions. The certainty of evidence for these outcomes was very low.

Conclusions

There is very low certainty of evidence that therapeutic exercise is not superior than non-exercise treatment on pain processing in patients with chronic non-specific neck pain.

背景越来越多的证据表明,慢性非特异性颈部疼痛患者的感觉处理可能会发生改变,这可能是导致治疗性运动疗法反应不大的原因之一。目的本系统综述旨在探讨治疗性运动对慢性非特异性颈部疼痛患者疼痛处理的影响。方法从开始到 2023 年 6 月,在多个数据库(PubMed、EMBASE、CINAHL、PEDro、SportDiscus 和 Cochrane CENTRAL)中进行了系统检索。纳入标准包括比较治疗性运动与非运动疗法或无疗法的随机对照试验(RCT)。筛选和数据提取由两名审稿人进行。方法学质量采用PEDro量表进行评估,证据的确定性采用GRADE进行评估。结果13项试验共纳入948名参与者,其中运动疗法组586人,非运动疗法组362人。在近期(MD = 0.13,95%CI = -0.18 至 0.43)和短期随访(MD = 0.17,95%CI = -0.27 至 0.61)中,治疗性运动在局部和 PPT 方面均不优于非运动疗法。从中期来看,与非运动干预相比,治疗性运动在提高局部 PPT(Kg/cm2)(MD = 0.64,95%CI = 0.08 至 1.19)方面的效果较小。这些结果的证据确定性很低。结论对于慢性非特异性颈部疼痛患者的疼痛处理,治疗性运动并不比非运动疗法更有优势,这一证据的确定性很低。
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引用次数: 0
Online education and manual skill acquisition 在线教育和手工技能学习
IF 2.2 3区 医学 Q1 REHABILITATION Pub Date : 2024-09-10 DOI: 10.1016/j.msksp.2024.103181
Professor Emerita Gwendolen Jull AO (Co-EditorMusculoskeletal Science and Practice), Professor Emerita Ann P. Moore CBE (Editor in ChiefMusculoskeletal Science and Practice)
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引用次数: 0
期刊
Musculoskeletal Science and Practice
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