Model-based network meta-analysis

  • 文章类型: Systematic Review
    抑郁症是一个日益增长的公共卫生问题,运动是一种改善抑郁的辅助治疗方式,但运动的最佳形式和最佳剂量仍不清楚。本系统综述检查了四种主要运动类型的功效(有氧运动,阻力,混合,和身心)抑郁症,以及总运动和特定运动与抑郁症状之间的剂量反应关系。我们纳入了随机对照试验,包括年龄在18岁或以上的参与者,这些参与者诊断为重度抑郁症或抑郁症状评分高于阈值,这是通过有效的筛查措施确定的。实施一个或多个运动治疗组,并在基线和随访时评估抑郁症状。46项研究(3164例患者)纳入荟萃分析。与对照组相比,有氧(标准化平均差(SMD)=-0.93;95%CI:-1.25至-0.62)和身心锻炼(SMD)=-0.81;95%CI:-1.19至-0.42)改善了抑郁症状,其次是混合运动(SMD=-0.77;95%CI:-1.20至-0.34)和抵抗运动(SMD=-0.76;95%CI:-1.24至-0.28)。该剂量反应荟萃分析显示,运动剂量与抑郁症状之间呈U形曲线。最小有效剂量估计为每周320代谢当量(MET)-min,最佳反应为每周860MET-min。这些发现引导我们提倡临床医生根据患者的个体特征和需要仔细选择合适的运动剂量,结合心理护理干预。
    Depression is a growing public health concern, and exercise is an adjunctive treatment modality to improve depression, but the optimal form of exercise and the optimal dose are still unclear. This systematic review examined the efficacy of four major types of exercise (aerobic, resistance, mixed, and mind-body) on depression, as well as the dose-response relationship between total and specific exercise and depressive symptoms. We included randomized controlled trials that included participants aged 18 years or older with a diagnosis of major depressive disorder or a depressive symptom score above a threshold as determined by a validated screening measure, implemented one or more exercise therapy groups, and assessed depressive symptoms at baseline and follow-up. Forty-six studies (3164 patients) were included in the meta-analysis. Aerobic (standardised mean difference (SMD) = -0.93; 95% CI: -1.25 to -0.62) and mind-body exercise (SMD) = -0.81; 95% CI: -1.19 to -0.42) improved depressive symptoms better compared to controls, followed by mixed (SMD = -0.77; 95% CI: -1.20 to -0.34) and resistance exercise (SMD = -0.76; 95% CI: -1.24 to -0.28). This dose-response meta-analysis showed a U-shaped curve between exercise dose and depressive symptoms. The minimum effective dose was estimated to be 320 metabolic equivalent (METs) -min per week and the optimal response was 860 METs-min per week. These findings lead us to advocate that clinicians carefully select the appropriate dose of exercise based on the patient\'s individual characteristics and needs, in conjunction with psychological care interventions.
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  • 文章类型: Journal Article
    目的:量化总体和特定运动方式与疼痛之间的剂量反应关系,非特异性慢性下腰痛(LBP)患者。设计:系统评价与贝叶斯网络Meta分析(NMA)。我们搜索了Medline,Embase,WebofScience,科克伦图书馆,Scopus,和SPORTDiscus数据库从成立到2023年6月。研究选择标准:我们纳入了非特异性慢性LBP成人运动干预的随机对照试验(RCT),并在主要试验终点报告了至少一种疼痛结局。数据综合:进行随机效应NMA。我们使用Cochrane偏差风险工具2.0评估偏差风险,并使用GRADE方法判断每个结果的证据确定性。结果:纳入了82项试验(n=5,033名参与者)。我们发现非特异性慢性LBP患者的总运动与疼痛之间存在非线性剂量反应关系。在920MET-min时观察到最大显著响应(标准化平均差=-1.74;95%可信间隔:[-2.43,-1.04])。实现有意义的疼痛改善的最小临床重要差异(MCID)为每周520METs-min。达到MCID的剂量因运动类型而异;普拉提最有效。对于所有结果,证据的确定性非常低至中等。结论:不同运动方式改善非特异性慢性LBP患者疼痛的量效关系具有U型运动轨迹和低至中度确定性证据。普拉提运动的临床效果最为明显。
    OBJECTIVE: To quantify the dose-response relationship between overall and specific exercise modalities and pain, in patients with nonspecific chronic low back pain (LBP). DESIGN: Systematic review with Bayesian network meta-analysis. LITERATURE SEARCH: We searched the Medline, Embase, Web of Science, Cochrane Library, Scopus, and SPORTDiscus databases from inception to June 2023. STUDY SELECTION CRITERIA: We included randomized controlled trials of exercise interventions in adults with nonspecific chronic LBP and at least 1 pain outcome reported at the main trial end point. DATA SYNTHESIS: A random-effects network meta-analysis was conducted. We assessed risk of bias using the Cochrane Risk of Bias Tool 2.0, and used the GRADE approach to judge the certainty of evidence for each outcome. RESULTS: Eighty-two trials were included (n = 5033 participants). We found a nonlinear dose-response relationship between total exercise and pain in patients with nonspecific chronic LBP. The maximum significant response was observed at 920 MET minutes (standardized mean difference = -1.74; 95% credible intervals: -2.43, -1.04). The minimal clinically important difference for achieving meaningful pain improvement was 520 MET minutes per week. The dose to achieve minimal clinically important difference varied by type of exercise; Pilates was the most effective. The certainty of the evidence was very low to moderate for all outcomes. CONCLUSION: The dose-response relationship of different exercise modalities to improve pain in patients with nonspecific chronic LBP had a U-shaped trajectory and low- to moderate-certainty evidence. The clinical effect was most pronounced with Pilates exercise. J Orthop Sports Phys Ther 2024;54(5):1-13. Epub 8 March 2024. doi:10.2519/jospt.2024.12153.
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