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Ketamine's Immediate Analgesia and Opioid-Sparing Benefits in Laparoscopic Cholecystectomy: A Meta-Analysis of Time Points, Anesthesia Protocols, and Bolus/Infusion Strategies. 氯胺酮在腹腔镜胆囊切除术中的即时镇痛和阿片类药物节约益处:时间点、麻醉方案和丸/输注策略的荟萃分析。
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-19 DOI: 10.1097/AJP.0000000000001382
Mohamed Abo Zeid, Amr M Abou Elezz, Kareem Khalefa, Ahmed W Abbas, Habiba Tariq Saeed, Amr Alaa Azzouz Elkelany, Habiba Abdelhameed Elrefaey, Mohamed Samir Ahmed Zaki, Lamees Taman

Objectives: Laparoscopic cholecystectomy (LC), though minimally invasive, sometimes leads to significant postoperative pain. Ketamine has shown potential in alleviating it, but small sample sizes and administration protocols variability limit prior findings generalizability. This study evaluates ketamine's effectiveness in reducing postoperative pain across multiple time points.

Methods: A thorough search of multiple databases was conducted, covering publications up to January 2025. Data from eligible randomized controlled trials (RCTs) were extracted and pooled to calculate mean differences (MDs) for postoperative pain scores at 30 minutes, 1 hour, 2 hours, 4 hours, and 12 hours, alongside opioid consumption (morphine and tramadol) and adverse events.

Results: The analysis included 22 RCTs with 1,163 participants. Ketamine significantly reduced postoperative pain compared to placebo (MD=-0.37, 95% CI [-0.56 to -0.17], P=0.0002). Subgroup analyses at 30 minutes showed significant pain reduction in bolus + infusion (MD=-0.70, 95% CI [-1.33 to -0.07], P=0.03), bolus alone (MD=-1.28, 95% CI [-2.29 to -0.27], P=0.01), and propofol-based maintenance (MD=-0.89, 95% CI [-1.44 to -0.34], P=0.002). Additionally, ketamine significantly reduced morphine (MD=-0.46, 95% CI [-0.91 to -0.02], P=0.04) and tramadol consumption (MD=-1.03, 95% CI [-1.86 to -0.21], P=0.01).

Discussion: Ketamine reduced opioid use and postoperative pain at 30 minutes, with efficacy varying by administration method. Future RCTs should standardize dosage, anesthesia protocols, and pain management strategies to enhance evidence consistency.

目的:腹腔镜胆囊切除术(LC)虽然是微创的,但有时会导致明显的术后疼痛。氯胺酮已显示出缓解它的潜力,但小样本量和给药方案的可变性限制了先前发现的普遍性。本研究评估氯胺酮在多个时间点上减轻术后疼痛的有效性。方法:对截至2025年1月的出版物进行全面检索。从符合条件的随机对照试验(rct)中提取并汇总数据,计算术后30分钟、1小时、2小时、4小时和12小时疼痛评分的平均差异(MDs),以及阿片类药物消耗(吗啡和曲马多)和不良事件。结果:分析包括22项随机对照试验,1163名参与者。与安慰剂相比,氯胺酮显著减轻了术后疼痛(MD=-0.37, 95% CI [-0.56 ~ -0.17], P=0.0002)。30分钟的亚组分析显示,丸剂+输注(MD=-0.70, 95% CI [-1.33 ~ -0.07], P=0.03)、单独丸剂(MD=-1.28, 95% CI [-2.29 ~ -0.27], P=0.01)和基于异丙酚的维持(MD=-0.89, 95% CI [-1.44 ~ -0.34], P=0.002)均显著减轻疼痛。此外,氯胺酮显著减少吗啡(MD=-0.46, 95% CI [-0.91 ~ -0.02], P=0.04)和曲马多的使用(MD=-1.03, 95% CI [-1.86 ~ -0.21], P=0.01)。讨论:氯胺酮减少阿片类药物的使用和术后30分钟的疼痛,其效果因给药方式而异。未来的随机对照试验应规范剂量、麻醉方案和疼痛管理策略,以增强证据的一致性。
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引用次数: 0
A Systematic Review and Meta-Analysis of Pharmacological and Physical Interventions Directed at the Injection Site for Reducing Distress during Vaccine Injections. 针对注射部位的药物和物理干预以减少疫苗注射期间的痛苦的系统回顾和荟萃分析。
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-13 DOI: 10.1097/AJP.0000000000001374
Anna Taddio, Vibhuti Shah, C Meghan McMurtry, Eddy Lang, Noni E MacDonald, Kaytlin Constantin, Charlotte Logeman, Elizabeth Uleryk

Part of the June 2026 issue supplement, to be published in its entirety on May 12, 2026.

背景:本系统综述的目的是检查针对注射部位区域的药理学和物理干预在整个生命周期中减少疫苗接种者在接种疫苗期间的痛苦的有效性。方法:采用GRADE和Cochrane方法学。检索MEDLINE、EMBASE、APA PsycINFO、CINAHL和ProQuest论文,以确定相关的随机和准随机对照试验。包括的干预措施和关键结果是通过投票程序确定的。至少有两名审稿人对研究进行了回顾和数据提取。分别对婴儿(0-12个月)和年龄较大的疫苗接种者(0-12个月)进行了meta分析,并将个体干预纳入亚组。点估计采用标准化平均差(SMD)计算,95%置信区间采用随机效应模型。根据证据的确定性(4个级别:高到极低)和效应大小(4个级别:小到大)对结果进行总结。结果:总共纳入了71项研究,证据的确定性从高到极低不等。除一项分析外,其余分析的影响幅度均超过最小阈值(SMD≥0.2)。对于婴儿,表面麻醉和手动轻叩(Helfer技术)是减少窘迫(关键结果)的首选干预措施,其次是手动或设备辅助压力、冷/冰或使用外部冷设备振动。接下来使用蒸汽冷却剂,然后用外部设备进行振动而不进行冷却。手揉有益的证据不足。对于年龄较大的疫苗接种者,首选表面麻醉,然后手动拍打。随后与外部设备进行振动,带或不带冷。手动或设备辅助压力、冷/冰或蒸汽冷却剂不太受欢迎,手动摩擦的证据非常不确定。结论:在所有年龄段,局部麻醉和手动皮肤轻叩是首选的干预措施。实施应考虑证据基础的强度以及疫苗接种者的偏好。
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引用次数: 0
A Systematic Review and Meta-Analysis of the Effectiveness of Process Interventions for Reducing Distress during Vaccine Injections. 减少疫苗注射过程中痛苦的过程干预有效性的系统回顾和荟萃分析。
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-13 DOI: 10.1097/AJP.0000000000001372
Anna Taddio, Vibhuti Shah, C Meghan McMurtry, Eddy Lang, Noni E MacDonald, Kaytlin Constantin, Elizabeth Uleryk, Elissa M Abrams, Shaindy Alexander, Lucie M Bucci, Jeannette Comeau, Jocelyn Marcelo Cortes, Julene Cranch, Lauralee Gallinger, Stéphane Girouard, Betty Golightly, Marion Guenther, Scott A Halperin, Lyndsay Howitt, Christina Jensen, Sabrina Kolker, Erin Kryschuk, Ripudaman Minhas, Melanie Noel, Rebecca Pillai Riddell, Janet Probst, Michael J Rieder, Kathleen Ross, Sarah Siamaki

Part of the June 2026 issue supplement, to be published in its entirety on May 12, 2026.

背景:本系统综述是我们2015年关于减少疫苗接种期间痛苦的临床实践指南的10年更新的一部分。总共包括四个临床问题,以评估针对以下目标的过程(即教育和实施)干预措施的有效性:1)临床医生,2)支持人员,3)疫苗接受者,以及4)多用户群体(即多组分/复杂干预措施)。方法:注册该方案。随机和准随机对照试验的检索策略包括五个数据库:MEDLINE, EMBASE, APA PsycINFO, CINAHL和ProQuest Dissertations。关键结果包括痛苦(自我报告和观察者报告),以及参与者的知识和使用减轻痛苦的干预措施。采用随机效应模型对数据进行提取和汇总。定量数据采用标准化平均差(SMD)和95%置信区间进行汇总。摘要陈述是根据证据的确定性和影响的程度制定的。结果:纳入了17项独特的研究。在整个证据库中,证据的确定性从高到低不等,在可用的关键结局中,效果的大小超过了最小阈值(SMD=0.2)。结果表明,教育临床医生可能会增加使用减少痛苦的干预措施(SMD=0.66,低确定性)。支持人员教育可能会略微减少疫苗接受者的痛苦(SMD=-0.30;中等确定性),可能会增加减少痛苦干预措施的使用(SMD=0.67;低确定性),并可能略微增加支持人员对减少痛苦干预措施的了解(SMD=0.25;中等确定性)。对疫苗接种者进行教育可能会大大减少痛苦(SMD=-0.80;低确定性)。多成分干预可以略微减少痛苦(SMD=-0.21;高确定性),并可能增加减少痛苦干预的使用(SMD=0.60;中等确定性)。结论:建议对涉及疫苗接种的相关用户群体(包括临床医生、支持人员、疫苗接受者和多成分干预措施)进行教育和实施干预措施,以减少疫苗注射期间的痛苦。
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引用次数: 0
A Systematic Review and Meta-Analysis of Psychological Interventions for Reducing Distress During Vaccine Injections. 减少疫苗注射期间痛苦的心理干预的系统回顾和荟萃分析。
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-12 DOI: 10.1097/AJP.0000000000001376
C Meghan McMurtry, Anna Taddio, Vibhuti Shah, Eddy Lang, Noni E MacDonald, Kaytlin Constantin, Charlotte Logeman, Elizabeth Uleryk

Part of the June 2026 issue supplement, to be published in its entirety on May 12, 2026.

2026年6月号增刊的部分内容,将于2026年5月12日全部出版。
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引用次数: 0
A Systematic Review and Meta-Analysis of the Effectiveness of Procedural Interventions for Reducing Distress during Vaccine Injections. 程序性干预减少疫苗注射过程中焦虑的有效性的系统回顾和荟萃分析。
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-12 DOI: 10.1097/AJP.0000000000001373
Anna Taddio, Vibhuti Shah, C Meghan McMurtry, Eddy Lang, Noni E MacDonald, Kaytlin Constantin, Elizabeth Uleryk

Part of the June 2026 issue supplement, to be published in its entirety on May 12, 2026.

2026年6月号增刊的部分内容,将于2026年5月12日全部出版。
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引用次数: 0
Clinimetric Evaluation of the English Version of the Conceptualization of Pain Questionnaire (COPAQ). 英文版疼痛概念化问卷(COPAQ)的临床评价
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-12 DOI: 10.1097/AJP.0000000000001377
Isabelle Bogard, Steven J Kamper, Kris Rogers, Tie P Yamato

Objective: Very few validated instruments measure a child's concept of pain. The Conceptualization of Pain Questionnaire (COPAQ) is a unidimensional instrument measuring this construct, developed in Catalan and translated to English. The psychometric properties of the English-version have not been evaluated. We conducted a Rasch analysis to evaluate its structural validity and internal consistency and a Confirmatory Factor Analysis (CFA) to evaluate its structural validity.

Methods: We analysed an existing dataset from a previous study. Item fit was evaluated using INFIT and OUTFIT statistics, item difficulty was estimated using Rasch coefficients, and internal consistency using Cronbach's alpha. Structural validity was measured using item loadings from the CFA.

Results: We included data from 497 adolescents (average age 14 y [SD 1.28], 51% male). There was a wide range of difficulty across items. One item demonstrated excessive positive outfit, and two items were close to the cut-off for excessive negative outfit. The COPAQ demonstrated poor overall fit to the unidimensional Rasch Model and did not demonstrate adequate internal consistency (Cronbach's alpha=0.6). Results from the CFA suggest the items do not measure the single construct they intend to measure.

Discussion: The English-version of the COPAQ did not have adequate internal consistency or structural validity. More work is required to assess the content validity of current instruments measuring a child's concept of pain. Developing validated instruments measuring a child's concept of pain aligned with the biopsychosocial model should be prioritized.

目的:很少有有效的仪器测量儿童的疼痛概念。疼痛问卷概念化(COPAQ)是一种测量这种结构的单维工具,用加泰罗尼亚语开发并翻译成英语。英文版本的心理测量特性尚未被评估。我们采用Rasch分析来评估其结构效度和内部一致性,并采用验证性因子分析(CFA)来评估其结构效度。方法:我们分析了先前研究的现有数据集。项目拟合使用INFIT和OUTFIT统计来评估,项目难度使用Rasch系数来评估,内部一致性使用Cronbach’s alpha来评估。结构效度是用CFA的项目负荷来测量的。结果:我们纳入了497名青少年(平均年龄14岁[SD 1.28], 51%为男性)的数据。不同项目的难度差别很大。其中一项显示出过度的正面着装,另外两项接近过度负面着装的临界值。COPAQ与一维Rasch模型的整体拟合较差,并且没有表现出足够的内部一致性(Cronbach’s alpha=0.6)。CFA的结果表明,这些项目并没有测量他们想要测量的单一结构。讨论:COPAQ的英文版本没有足够的内部一致性或结构有效性。需要更多的工作来评估目前测量儿童疼痛概念的工具的内容有效性。开发有效的工具来测量儿童的疼痛概念与生物心理社会模型相一致,应该优先考虑。
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引用次数: 0
Methods for 2025 HELPinKids&Adults and Clinical Practice Guideline for Reducing Distress during Vaccination. 2025年儿童和成人预防接种方法及减少接种过程中焦虑的临床实践指南。
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-12 DOI: 10.1097/AJP.0000000000001371
Anna Taddio, Vibhuti Shah, C Meghan McMurtry, Eddy Lang, Noni E MacDonald, Kaytlin Constantin, Elizabeth Uleryk

Part of the June 2026 issue supplement, to be published in its entirety on May 12, 2026.

目的:我们对2015年临床实践指南(CPG)进行了为期10年的更新,以减少疫苗接种期间的痛苦。这份手稿总结了方法学方法和包括临床问题和结果文章的特点。方法:该项目由几个流程和框架指导,包括AGREE-II、GRADE、GIN和Cochrane。合格的小组成员对临床问题和结果进行投票。临床问题采用PICO(人群、干预、比较、结果)构建,并根据5P框架(过程、程序、物理、药理学、心理)进行分组,考虑目标用户(如临床医生、疫苗接受者)和作用机制/部位。相关试验是从我们之前的工作和更新的中期文献检索中确定的,涉及五个数据库。筛选和提取分多个步骤进行,每一步至少涉及两个人。使用Cochrane偏倚风险工具(1.0版)评估质量。使用随机效应模型计算点估计和95%置信区间。证据的总体确定性分为四个等级:高、中、低、极低。结果和其他优先考虑的因素被用来起草建议。结果:共包括47个临床问题:过程性问题4个,程序性问题4个,生理问题23个,药理学问题2个,心理问题14个。在所有问题中,苦恼被选为关键结果。搜索发现了29301篇文章;201例符合纳入条件。大多数研究是在高收入国家进行的,并评估了婴儿疫苗接种者干预措施的有效性。大多数与高偏倚风险相关。结论:我们更新的方法的改进简化了演示,使用户能够轻松识别与他们的实践相关的具体干预措施。虽然自上次审查以来,重叠临床问题的证据基础大大增加,但质量仍然很低。系统审查的结果和指南建议可在其他地方获得。
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引用次数: 0
The Association Between Depressive Symptoms and Pain-related Functioning Among Adolescents With Recurrent Musculoskeletal Pain. A Longitudinal Study. 复发性肌肉骨骼疼痛青少年抑郁症状与疼痛相关功能的关系一项纵向研究。
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-11 DOI: 10.1097/AJP.0000000000001378
Tove Axelsson-Landberg, Christiana Owiredua, Emma Nilsing-Strid, Anna Duberg, Katja Boersma

Background: Chronic musculoskeletal pain is reported by one of four adolescents worldwide. Pain-related functioning is negatively affected by pain itself but also related to depressive symptoms. While the association between pain-related functioning and depressive symptoms is established, there is a lack of longitudinal studies that establishes the direction of the association.

Objectives: The aim was to analyse the temporal association between depressive symptoms and pain-related functioning among adolescents with recurrent musculoskeletal pain.

Methods: This longitudinal sample comprised 604 adolescents in 7th and 8th grade (M = 13.7 years) who reported recurrent musculoskeletal pain at baseline, defined as occurring at least every week over the previous 6 months. The adolescents were followed yearly for two consecutive years (T1, T2 and T3). Temporal associations of self-reported pain-related functioning and depressive symptoms were analysed. Using cross-lagged panel modelling, four models were estimated: Autoregressive; Depressive symptoms predicting pain-related functioning; Pain-related functioning predicting depressive symptoms and a bidirectional model. Pain intensity was entered as a covariate.

Results: The results indicate high stability of depressive symptoms and pain-related functioning over time. While the strength of the prediction was strongest in the autoregressive paths, cross-lagged paths revealed that depressive symptoms at T1 and T2 significantly predicted pain-related functioning at T2 respectively T3. Conversely, pain-related functioning at T1 and T2 did not predict depressive symptoms at T2 respectively T3.

Conclusions: The model where depressive symptoms predict pain-related functioning provided the best model fit and thus, in this general population sample, depressive symptoms drive pain-related functioning more than vice versa. Screening for, and targeting depressive symptoms, might be essential in affecting the functional consequences of pain.

背景:全球四分之一的青少年报告慢性肌肉骨骼疼痛。疼痛相关功能受到疼痛本身的负面影响,但也与抑郁症状有关。虽然疼痛相关功能和抑郁症状之间的联系是确定的,但缺乏纵向研究来确定这种联系的方向。目的:目的是分析复发性肌肉骨骼疼痛的青少年抑郁症状和疼痛相关功能之间的时间关联。方法:该纵向样本包括604名7年级和8年级的青少年(M = 13.7岁),他们在基线时报告复发性肌肉骨骼疼痛,定义为在过去6个月内至少每周发生一次。每年随访2年(T1、T2、T3)。分析了自我报告的疼痛相关功能和抑郁症状的时间关联。利用交叉滞后面板模型,估计了四个模型:自回归模型;抑郁症状预测疼痛相关功能;疼痛相关功能预测抑郁症状和双向模型疼痛强度作为协变量输入。结果:结果表明,随着时间的推移,抑郁症状和疼痛相关功能的稳定性很高。虽然自回归路径的预测强度最强,但交叉滞后路径显示,T1和T2的抑郁症状分别显著预测T2和T3的疼痛相关功能。相反,T1和T2时的疼痛相关功能并不能预测T2时的抑郁症状。结论:抑郁症状预测疼痛相关功能的模型提供了最佳的模型拟合,因此,在这个一般人群样本中,抑郁症状驱动疼痛相关功能比反之亦然。筛选和针对抑郁症状,可能对影响疼痛的功能后果至关重要。
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引用次数: 0
An Interdisciplinary Young Adult Pain Rehabilitation Program: Initial Outcomes Supporting Effectiveness. 一个跨学科的青少年疼痛康复计划:初步结果支持有效性。
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-09 DOI: 10.1097/AJP.0000000000001369
Leah Reece, Morgan Mitcheson, Carolina Donado, Julie Shulman, Monique Ribeiro, Kevin Zirko, Roxanne DeFabio, Shealyn O'Donnell, Paige Brousseau, Lisa Volpigno, Mahadeva Daniel, Sophia Paravalos, Kimberly Lobo, Mikayla Culpo, Deirdre Logan, Navil Sethna, Christine Greco

Context: Chronic pain affects 1 in 9 young adults worldwide. Intensive interdisciplinary pain treatment (IIPT) has shown favorable outcomes in pain intensity, mood, school attendance and social and physical functioning in pediatric studies.  However, few IIPT programs are designed for young adults (YAs), a distinctly vulnerable developmental stage. Given this limitation, we sought to study the benefits of applying an IIPT model for YAs with chronic pain and functional impairment.

Objectives: This study aims to 1) describe the design and implementation of our pilot YA-IIPT program and 2) assess outcomes of YA-IIPT on pain experience, psychological and physical functioning, disability, and quality of life, in YAs with chronic pain and functional impairment.

Methods: In this observational study, we adapted the pediatric IIPT model for YAs using a biopsychosocial approach to chronic pain treatment. Outcome measures included physical functioning, psychological functioning, disability and quality of life, and pain experience. Paired t-tests and repeated measure ANOVAs were used to compare admission, discharge, 6-week, and 6-month follow-up data.

Results: Patients showed clinically and statistically significant improvements across the majority of physical and psychological functioning, disability, quality of life, and pain experience measures between admission and discharge ( P values<0.01). Most improvements were maintained at 6-week and 6-month follow-up.

Discussion: On average, participants in our YA-IIPT program demonstrated clinically and statistically significant improvements in most areas of functioning, quality of life, and pain experience that were maintained after discharge. Further research is needed on YA pain treatment and whether outcomes after YA-IIPT are sustained long term.

背景:全世界每9名年轻人中就有1人患有慢性疼痛。在儿科研究中,强化跨学科疼痛治疗(IIPT)在疼痛强度、情绪、学校出勤率、社会和身体功能方面显示出良好的效果。 然而,很少有ipt项目是为年轻人(YAs)设计的,这是一个明显脆弱的发展阶段。鉴于这一局限性,我们试图研究应用ipt模型治疗慢性疼痛和功能障碍的YAs的益处。目的:本研究旨在1)描述我们的YA-IIPT试点项目的设计和实施,2)评估YA-IIPT在慢性疼痛和功能障碍的YA-IIPT患者的疼痛体验,心理和身体功能,残疾和生活质量方面的结果。方法:在这项观察性研究中,我们采用生物心理社会方法将儿童ipt模型应用于慢性疼痛治疗。结果测量包括身体功能、心理功能、残疾和生活质量以及疼痛体验。采用配对t检验和重复测量方差分析比较入院、出院、6周和6个月的随访数据。结果:在入院和出院期间,患者在大多数身体和心理功能、残疾、生活质量和疼痛体验方面表现出临床和统计上显著的改善(P值)。讨论:平均而言,我们的ya - ipt项目的参与者在大多数功能、生活质量和疼痛体验方面表现出临床和统计上显著的改善,并在出院后保持。YA疼痛的治疗以及YA- ipt后的结果是否能长期持续需要进一步的研究。
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引用次数: 0
Predicting Non-Response to Multicomponent Treatment in Fibromyalgia: Development and Validation of a Machine Learning Model. 预测纤维肌痛多组分治疗无反应:机器学习模型的开发和验证。
IF 3.1 3区 医学 Q2 ANESTHESIOLOGY Pub Date : 2026-03-02 DOI: 10.1097/AJP.0000000000001367
Rodrigo López-García, Mayte Serrat, Juan P Sanabria-Mazo, Adrián Pérez-Aranda, Miriam Almirall, Jaime Delgadillo, Albert Espelt, Juan V Luciano, Rubén Nieto, Albert Feliu-Soler

Background: Multicomponent programs combining therapeutic exercise, cognitive-behavioral therapy, and pain neuroscience education demonstrate overall efficacy for fibromyalgia (FM). However, a substantial proportion of patients do not achieve clinically meaningful improvement. This study aimed to identify predictors of non-response and to develop a prognostic classifier model.

Methods: Participants (N=788) from multiple randomized controlled trials received a standardized 12-week multicomponent intervention. This secondary analysis defined non-response as less than a 20% reduction in Fibromyalgia Impact Questionnaire Revised (FIQR) scores. A machine learning approach called Least Absolute Shrinkage and Selection Operator (LASSO) regularization was used to train a classifier. Model performance was assessed via external validation in a hold-out sample, with the area under the curve (AUC) and mean squared error as evaluation indices.

Results: Higher baseline anxiety (B=0.010), depression (B=0.007), kinesiophobia (B=0.005), and FM severity (B=-0.004), along with lower physical function (B=-0.014), younger age (B=-0.005), and lower body mass index (B=-0.010), were associated with non-response. The model demonstrated adequate classification accuracy out-of-sample (AUC=0.657; 95% CI: 0.586-0.728). A prototype calculator incorporating these predictors was developed.

Conclusion: Psychological, functional, and demographic factors were linked to non-response to multicomponent treatment in FM. Although predictive accuracy was limited, these findings support further validation of stratification approaches to inform treatment planning.

背景:结合治疗性运动、认知行为疗法和疼痛神经科学教育的多组分方案显示了对纤维肌痛(FM)的总体疗效。然而,相当大比例的患者没有达到有临床意义的改善。本研究旨在确定无反应的预测因素,并建立一个预后分类模型。方法:来自多个随机对照试验的参与者(N=788)接受标准化的12周多成分干预。这一次要分析将无反应定义为纤维肌痛影响问卷修订(FIQR)得分降低低于20%。使用一种称为最小绝对收缩和选择算子(LASSO)正则化的机器学习方法来训练分类器。以曲线下面积(AUC)和均方误差(均方误差)为评价指标,在保留样本中通过外部验证评估模型的性能。结果:较高的基线焦虑(B=0.010)、抑郁(B=0.007)、运动恐惧症(B=0.005)和FM严重程度(B=-0.004),以及较低的身体功能(B=-0.014)、较年轻的年龄(B=-0.005)和较低的体重指数(B=-0.010)与无反应相关。该模型具有足够的样本外分类精度(AUC=0.657; 95% CI: 0.586-0.728)。开发了一个包含这些预测因子的原型计算器。结论:心理、功能和人口因素与多发性硬化症多组分治疗无反应有关。虽然预测准确性有限,但这些发现支持进一步验证分层方法为治疗计划提供信息。
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引用次数: 0
期刊
Clinical Journal of Pain
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