Network analysis of cognitive, physical/functional, sensory, and pain processing-related factors in individuals with knee osteoarthritis.

IF 2.2 3区 医学 Q1 REHABILITATION
Bruno Ruocco Verengue, Patrícia Gabrielle Dos Santos, Barbara Greco Miura, Aron Charles Barbosa, Gabriela Nascimento de Santana, Almir Vieira Dibai-Filho, Soraia Micaela Silva, Cid André Fidelis de Paula Gomes
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引用次数: 0

Abstract

Background: Knee osteoarthritis (KOA) is a complex condition influenced by cognitive, physical, functional, sensory, and pain-processing-related factors, all of which contribute to pain and limitations in daily activities. Understanding how these factors are connected is vital for better disease management.

Objectives: To use network analysis to explore the relationships among cognitive (self-efficacy and catastrophizing), physical/functional (functionality and strength), sensory (central sensitization symptoms), and pain-processing-related factors (pain intensity) in individuals with KOA.

Methods: Two hundred and forty individuals with KOA participated in this cross-sectional study. The assessments included: Numeric Pain Rating Scale (NPRS), Central Sensitization Inventory (CSI), Pain Catastrophizing Scale (PCS), Pain Self-Efficacy Questionnaire (PSEQ), Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), World Health Organization Disability Assessment Schedule (WHODAS), and quadriceps isometric strength (QIS). The network was estimated using the graphical LASSO method combined with a walktrap algorithm to identify clusters and connections between nodes (factors).

Results: The estimated network indicates that pain self-efficacy plays a key role in linking clinical and psychosocial factors, such as physical disability, pain during activities, and maladaptive pain thoughts. Its prominent position underscores its importance as a potential target for assessment and intervention in individuals with KOA.

Conclusion: Self-efficacy, as measured by the PSEQ, appears to be a central factor connected to physical/functional and sensory factors in individuals with KOA.

膝骨关节炎患者的认知、身体/功能、感觉和疼痛处理相关因素的网络分析。
背景:膝关节骨关节炎(KOA)是一种复杂的疾病,受认知、身体、功能、感觉和疼痛处理相关因素的影响,所有这些因素都会导致疼痛和日常活动受限。了解这些因素是如何联系在一起的,对于更好地管理疾病至关重要。目的:利用网络分析探讨KOA患者的认知(自我效能和灾难化)、身体/功能(功能和力量)、感觉(中枢致敏症状)和疼痛加工相关因素(疼痛强度)之间的关系。方法:对240例KOA患者进行横断面研究。评估包括:数字疼痛评定量表(NPRS)、中枢致敏量表(CSI)、疼痛灾难化量表(PCS)、疼痛自我效能问卷(PSEQ)、安大略省西部和麦克马斯特大学骨关节炎指数(WOMAC)、世界卫生组织残疾评估表(WHODAS)和股四头肌等肌力(QIS)。使用图形LASSO方法结合步行陷阱算法来识别聚类和节点(因素)之间的连接,对网络进行估计。结果:该网络表明疼痛自我效能在连接临床和社会心理因素(如身体残疾、活动时疼痛和不适应疼痛思想)方面起着关键作用。它的突出位置强调了它作为评估和干预KOA患者的潜在目标的重要性。结论:由PSEQ测量的自我效能感似乎是与KOA个体的身体/功能和感觉因素相关的中心因素。
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来源期刊
Musculoskeletal Science and Practice
Musculoskeletal Science and Practice Health Professions-Physical Therapy, Sports Therapy and Rehabilitation
CiteScore
4.10
自引率
8.70%
发文量
152
审稿时长
48 days
期刊介绍: Musculoskeletal Science & Practice, international journal of musculoskeletal physiotherapy, is a peer-reviewed international journal (previously Manual Therapy), publishing high quality original research, review and Masterclass articles that contribute to improving the clinical understanding of appropriate care processes for musculoskeletal disorders. The journal publishes articles that influence or add to the body of evidence on diagnostic and therapeutic processes, patient centered care, guidelines for musculoskeletal therapeutics and theoretical models that support developments in assessment, diagnosis, clinical reasoning and interventions.
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