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The emerging role of exercise as a cancer treatment. 运动作为癌症治疗手段的新作用。
IF 9.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-07-01 Epub Date: 2023-03-20 DOI: 10.1016/j.jshs.2023.03.006
Kerry S Courneya
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引用次数: 0
Could near infrared spectroscopy be the new weapon in our understanding of the cerebral and muscle microvascular oxygen demand during exercise? 近红外光谱能否成为我们了解运动时大脑和肌肉微血管需氧量的新武器?
IF 11.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-07-01 Epub Date: 2024-03-27 DOI: 10.1016/j.jshs.2024.03.006
Stéphane Perrey
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引用次数: 0
Non-coding RNAs in exercise immunology: A systematic review. 运动免疫学中的非编码RNA:系统综述。
IF 11.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-05-01 Epub Date: 2023-11-03 DOI: 10.1016/j.jshs.2023.11.001
Mona Kotewitsch, Melina Heimer, Boris Schmitz, Frank C Mooren

Regular physical exercise has been recognized as a potent modulator of immune function, with its effects including enhanced immune surveillance, reduced inflammation, and improved overall health. While strong evidence exists that physical exercise affects the specific expression and activity of non-coding RNAs (ncRNAs) also involved in immune system regulation, heterogeneity in individual study designs and analyzed exercise protocols exists, and a condensed list of functional, exercise-dependent ncRNAs with known targets in the immune system is missing from the literature. A systematic review and qualitative analysis was used to identify and categorize ncRNAs participating in immune modulation by physical exercise. Two combined approaches were used: (a) a systematic literature search for "ncRNA and exercise immunology", (b) and a database search for microRNAs (miRNAs) (miRTarBase and DIANA-Tarbase v8) aligned with known target genes in the immune system based on the Reactome database, combined with a systematic literature search for "ncRNA and exercise". Literature searches were based on PubMed, Web of Science, and SPORTDiscus; and miRNA databases were filtered for targets validated by in vitro experimental data. Studies were eligible if they reported on exercise-based interventions in healthy humans. After duplicate removal, 95 studies were included reporting on 164 miRNAs, which were used for the qualitative synthesis. Six studies reporting on long-noncoding RNAs (lncRNAs) or circular RNAs were also identified. Results were analyzed using ordering tables that included exercise modality (endurance/resistance exercise), acute or chronic interventions, as well as the consistency in reported change between studies. Evaluation criteria were defined as "validated" with 100% of ≥3 independent studies showing identical direction of regulation, "plausible" (≥80%), or "suggestive" (≥70%). For resistance exercise, upregulation of miR-206 was validated while downregulation of miR-133a appeared plausible. For endurance exercise, 15 miRNAs were categorized as validated, with 12 miRNAs being consistently elevated and 3 miRNAs being downregulated, most of them after acute exercise training. In conclusion, our approach provides evidence that miRNAs play a major role in exercise-induced effects on the innate and adaptive immune system by targeting different pathways affecting immune cell distribution, function, and trafficking as well as production of (anti-)inflammatory cytokines. miRNAs miR-15, miR-29c, miR-30a, miR-142/3, miR-181a, and miR-338 emerged as key players in mediating the immunomodulatory effects of exercise predominantly after acute bouts of endurance exercise.

定期体育锻炼已被公认为免疫功能的有效调节剂,其效果包括增强免疫监测、减少炎症和改善整体健康。虽然有强有力的证据表明,体育锻炼会影响同样参与免疫系统调节的非编码RNA(ncRNA)的特异性表达和活性,但个体研究设计和分析的锻炼方案存在异质性,文献中缺少免疫系统中具有已知靶点的功能性、运动依赖性ncRNA的简明列表。系统综述和定性分析用于识别和分类通过体育锻炼参与免疫调节的ncRNA。使用了两种联合方法:(a)系统搜索“ncRNA和运动免疫学”的文献,(b)基于Reactome数据库搜索与免疫系统中已知靶基因对齐的miRNA(miRTarBase和DIANATarbase v8),并结合系统搜索“ncRNA和运动”的文献,和运动铁饼;并且对miRNA数据库进行过滤以寻找通过体外实验数据验证的靶标。如果研究报告了对健康人的基于锻炼的干预措施,则符合条件。去除重复后,纳入了95项研究,报告了164种用于定性合成的微小RNA(miRNA)。还鉴定了六项关于长非编码RNA(lncRNA)或环状RNA(circRNA)的研究。使用排序表分析结果,其中包括运动模式(耐力/阻力运动)、急性或慢性干预措施,以及研究之间报告变化的一致性。评估标准被定义为“已验证”,至少3项独立研究中100%显示出相同的调控方向、“合理”(≥80%)或“暗示”(≥70%)。对于阻力运动,miR-206的上调得到了验证,而miR-133a的下调似乎是合理的。对于耐力运动,15个miRNA被归类为有效,其中12个miRNA持续升高,3个miRNA下调,其中大多数在急性运动训练后。总之,我们的方法提供了证据,证明miRNA通过靶向影响免疫细胞分布、功能和运输以及(抗)炎性细胞因子产生的不同途径,在运动诱导的先天和适应性免疫系统影响中发挥着重要作用。miRNA miR-15、miR-29c、miR-30a、miR-142/3、miR-181a和miR-338主要在急性耐力运动后成为介导运动免疫调节作用的关键因素。
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引用次数: 0
Increased number of symptoms during the acute phase of SARS-CoV-2 infection in athletes is associated with prolonged time to return to full sports performance-AWARE VIII. 运动员感染SARS-CoV-2急性期症状数量增加与恢复全面运动表现的时间延长有关——第八部分:运动员在最近的新冠肺炎后恢复全面表现。
IF 11.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-05-01 Epub Date: 2023-10-21 DOI: 10.1016/j.jshs.2023.10.005
Carolette Snyders, Marlise Dyer, Nicola Sewry, Esme Jordaan, Martin Schwellnus

Purpose: The aim of the study was to identify factors associated with prolonged time to return to full performance (RTFP) in athletes with recent severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection.

Methods: Prospective cohort study with cross sectional analysis. A total of 84 athletes with confirmed SARS-CoV-2 infection assessed at a coronavirus disease 2019 recovery clinic gave a history of age, sex, type/level of sport, co-morbidities, pre-infection training hours, and 26 acute SARS-CoV-2 symptoms from 3 categories ("nose and throat", "chest and neck", and "whole body"/systemic). Data on days to RTFP were obtained by structured interviews. Factors associated with RTFP were demographics, sport participation, history of co-morbidities, pre-infection training history, and acute symptoms (type, number). Outcomes were: (a) days to RTFP (median, interquartile range (IQR)) in asymptomatic (n = 7) and symptomatic athletes (n = 77), and (b) hazard ratios (HRs; 95% confidence interval) for symptomatic athletes with vs. without a factor (univariate, multiple models). HR < 1 was predictive of higher percentage chance of prolonged RTFP. Significance was p < 0.05.

Results: Days to RTFP were 30 days (IQR: 23-40) for asymptomatic and 64 days (IQR: 42-91) for symptomatic participants (p > 0.05). Factors associated with prolonged RTFP (univariate models) were: females (HR = 0.57; p = 0.014), endurance athletes (HR = 0.41; p < 0.0001), co-morbidity number (HR = 0.75; p = 0.001), and respiratory disease history (HR = 0.54; p = 0.026). In symptomatic athletes, prolonged RTFP (multiple models) was significantly associated with increased "chest and neck" (HR = 0.85; p = 0.017) and "nose and throat" (HR = 0.84; p = 0.013) symptoms, but the association was more profound between prolonged RFTP and increased total number of "all symptoms" (HR = 0.91; p = 0.001) and "whole body"/systemic (HR = 0.82; p = 0.007) symptoms.

Conclusion: A larger number of total symptoms and specifically "whole body"/systemic symptoms during the acute phase of SARS-CoV-2 infection in athletes is associated with prolonged RTFP.

目的:本研究的目的是确定最近感染严重急性呼吸综合征冠状病毒2型(SARS-CoV-2)的运动员恢复全面表现时间延长的相关因素。方法:采用横断面分析的前瞻性队列研究。在2019冠状病毒病(新冠肺炎)康复诊所评估的84名确诊感染SARS-CoV-2的运动员共有以下病史:年龄、性别、运动类型/水平、合并症、感染前训练时间,以及3类(“鼻子和喉咙”、“胸部和颈部”以及“全身”/全身)的26种急性SARS-CoV-2症状。RTFP天数数据通过结构化访谈获得。与RTFP相关的因素有:人口统计学、运动参与度、合并症史、感染前训练史、急性症状(类型、数量)。结果为:(a)无症状(n = 7) 和有症状的运动员(n = 77),以及(b)有症状运动员与无症状运动员的风险比(HR;95%置信区间(95%CI))(单变量、多模型)。HR<1可预测RTFP延长的%几率更高。结果:无症状参与者的RTFP天数为30天(23-40天),有症状参与者的天数为64天(42-91天)(p>0.05)。与RTFP延长相关的因素(单变量模型)为:女性(HR = 0.57;p = 0.014),耐力运动员(HR = 0.41;p<0.0001)、合并发病率(HR = 0.75;p = 0.001),呼吸道疾病史(HR = 0.54;p = 0.026)。在有症状的运动员中,RTFP(多个模型)延长与“胸部和颈部”(HR)增加显著相关 = 0.85;p = 0.017)和“鼻子和喉咙”(HR = 0.84);p = 0.013)症状,但RFTP延长与“所有症状”总数增加之间的关联更为深刻(HR = 0.91;p = 0.001)和“全身”/全身(HR = 0.82;p = 0.007)症状。结论:在严重急性呼吸系统综合征冠状病毒2型感染的急性期,运动员出现大量的全身症状,特别是“全身”/全身症状与RTFP延长有关。
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引用次数: 0
Immune consequences of exercise in hypoxia: A narrative review. 低氧运动的免疫后果:叙述性综述。
IF 11.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-05-01 Epub Date: 2023-09-19 DOI: 10.1016/j.jshs.2023.09.007
Johannes Burtscher, Qadar Pasha, Neha Chanana, Grégoire P Millet, Martin Burtscher, Barbara Strasser

Immune outcomes are key mediators of many health benefits of exercise and are determined by exercise type, dose (frequency/duration, intensity), and individual characteristics. Similarly, reduced availability of ambient oxygen (hypoxia) modulates immune functions depending on the hypoxic dose and the individual capacity to respond to hypoxia. How combined exercise and hypoxia (e.g., high-altitude training) sculpts immune responses is not well understood, although such combinations are becoming increasingly popular. Therefore, in this paper, we summarize the impact on immune responses of exercise and of hypoxia, both independently and together, with a focus on specialized cells in the innate and adaptive immune system. We review the regulation of the immune system by tissue oxygen levels and the overlapping and distinct immune responses related to exercise and hypoxia, then we discuss how they may be modulated by nutritional strategies. Mitochondrial, antioxidant, and anti-inflammatory mechanisms underlie many of the adaptations that can lead to improved cellular metabolism, resilience, and overall immune functions by regulating the survival, differentiation, activation, and migration of immune cells. This review shows that exercise and hypoxia can impair or complement/synergize with each other while regulating immune system functions. Appropriate acclimatization, training, and nutritional strategies can be used to avoid risks and tap into the synergistic potentials of the poorly studied immune consequences of exercising in a hypoxic state.

免疫结果是运动对健康益处的关键介质,并由运动类型、剂量(频率/持续时间、强度)和个人特征决定。同样,环境氧气(缺氧)的可用性降低会根据缺氧剂量和个体对缺氧的反应能力调节免疫功能。运动和缺氧(如高海拔训练)如何塑造免疫反应尚不清楚,尽管这种组合越来越流行。因此,在本文中,我们总结了运动和缺氧对免疫反应的影响,无论是独立的还是共同的,重点是先天免疫系统和适应性免疫系统中的特殊细胞。我们回顾了组织氧水平对免疫系统的调节,以及与运动和缺氧相关的重叠和不同的免疫反应,然后我们讨论了营养策略如何调节它们。线粒体、抗氧化和抗炎机制是许多适应的基础,这些适应可以通过调节免疫细胞的存活、分化、激活和迁移来改善细胞代谢、恢复力和整体免疫功能。这篇综述表明,运动和缺氧可以在调节免疫系统功能的同时相互损害或互补/协同作用。适当的适应、训练和营养策略可以用来避免风险,并利用低氧状态下运动的免疫后果研究不足的协同潜力。
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引用次数: 0
Muscle strength deficits are associated with low bone mineral density in young pediatric cancer survivors: The iBoneFIT project. 肌肉力量不足与小儿癌症幸存者骨质密度低有关:iBoneFIT项目
IF 11.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-05-01 Epub Date: 2024-01-12 DOI: 10.1016/j.jshs.2024.01.003
Andres Marmol-Perez, Jose J Gil-Cosano, Esther Ubago-Guisado, Francisco J Llorente-Cantarero, Juan Francisco Pascual-Gázquez, Kirsten K Ness, Vicente Martinez-Vizcaino, Jonatan R Ruiz, Luis Gracia-Marco

Background: Pediatric cancer survivors are at increased risk of muscle weakness and low areal bone mineral density (aBMD). However, the prevalence of muscle strength deficits is not well documented, and the associations of muscle strength with aBMD are unknown in this population. Therefore, this study aimed to investigate the prevalence of upper- and lower-body muscle strength deficits and to examine the associations of upper- and lower-body muscle strength with age-, sex, and race-specific aBMD Z-scores at the total body, total hip, femoral neck, and lumbar spine.

Methods: This cross-sectional study included 116 pediatric cancer survivors (12.1 ± 3.3 years old, mean ± SD; 42.2% female). Upper- and lower-body muscle strength were assessed by handgrip and standing long jump test, respectively. Dual‑energy X‑ray absorptiometry was used to measure aBMD (g/cm2). Associations between muscle strength and aBMD were evaluated in multivariable linear regression models. Logistic regression was used to evaluate the contribution of muscle strength (1-decile lower) to the odds of having low aBMD (Z-score ≤ 1.0). All analyses were adjusted for time from treatment completion, radiotherapy exposure, and body mass index.

Results: More than one-half of survivors were within the 2 lowest deciles for upper- (56.9%) and lower- body muscle strength (60.0%) in comparison to age- and sex-specific reference values. Muscle strength deficits were associated with lower aBMD Z-scores at all sites (B = 0.133-0.258, p = 0.001-0.032). Each 1-decile lower in upper-body muscle strength was associated with 30%-95% higher odds of having low aBMD Z-scores at all sites. Each 1-decile lower in lower-body muscle strength was associated with 35%-70% higher odds of having low aBMD Z-scores at total body, total hip, and femoral neck.

Conclusion: Muscle strength deficits are prevalent in young pediatric cancer survivors, and such deficits are associated with lower aBMD Z-scores at all sites. These results suggest that interventions designed to improve muscle strength in this vulnerable population may have the added benefit of improving aBMD.

背景:小儿癌症幸存者患肌无力和低骨密度(aBMD)的风险增加。然而,在这一人群中,肌肉力量不足的发生率并没有得到很好的记录,肌肉力量与骨密度的关系也不清楚。因此,本研究旨在调查上半身和下半身肌肉力量缺陷的患病率,并研究上半身和下半身肌肉力量与全身、全髋、股骨颈和腰椎的年龄、性别和种族特异性 aBMD Z 评分的关系:这项横断面研究包括 116 名儿科癌症幸存者(12.1 ± 3.3 岁;42% 为女性)。上半身和下半身肌肉力量分别通过握手和立定跳远测试进行评估。双能 X 射线吸收测量法用于测量 aBMD(克/平方厘米)。在多变量线性回归模型中评估了肌肉力量和 aBMD 之间的关系。逻辑回归用于评估肌肉力量(低 1 分位)对低 aBMD(Z-score 小于-1.0)几率的影响。所有分析均根据治疗完成时间、放疗暴露和体重指数进行了调整:与年龄和性别特异性参考值相比,一半以上的幸存者的上半身(56.9%)和下半身(60.0%)肌力处于最低的两个十分位数。肌肉力量不足与所有部位的 aBMD Z 分数较低有关(B = 0.133-0.258,p = 0.001-0.032)。上半身肌肉力量每降低 1 个十分位点,所有部位的 aBMD Z 值偏低的几率就会增加 30%-95% 。下半身肌肉力量每降低1个十分位点,全身、全髋和股骨颈的aBMD Z-评分偏低的几率就会增加35%-70%:结论:肌肉力量不足在年幼的儿科癌症幸存者中很普遍,而且这种不足与所有部位较低的骨密度 Z 值有关。这些结果表明,对这一弱势群体采取旨在提高肌肉力量的干预措施,可能会对改善骨密度有额外的益处。
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引用次数: 0
The anti-inflammatory effects of exercise on autoimmune diseases: A 20-year systematic review. 运动对自身免疫性疾病的抗炎作用:二十年系统回顾
IF 11.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-05-01 Epub Date: 2024-02-09 DOI: 10.1016/j.jshs.2024.02.002
Beibei Luo, Dao Xiang, Xiaorong Ji, Xuan Chen, Rui Li, Shuxin Zhang, Yujun Meng, David C Nieman, Peijie Chen

Background: The anti-inflammatory effect of exercise may be an underlying factor in improving several autoimmune diseases. The aim of this systematic review was to examine the evidence on the role of exercise training in mitigating inflammation in adolescents and adults with autoimmune disease.

Methods: PubMed, Web of Science, and Embase databases were systematically reviewed for related studies published between January 1, 2003, and August 31, 2023. All randomized and non-randomized controlled trials of exercise interventions with autoimmune disease study participants that evaluated inflammation-related biomarkers were included. The quality of evidence was assessed using the Tool for the assEssment of Study qualiTy and reporting in EXercise scale and Cochrane bias risk tool.

Results: A total of 14,565 records were identified. After screening the titles, abstracts, and full texts, 87 were eligible for the systematic review. These studies were conducted in 25 different countries and included a total of 2779 participants (patients with autoimmune disease, in exercise or control groups). Overall, the evidence suggests that inflammation-related markers such as C-reactive protein, interleukin 6, and tumor necrosis factor α were reduced by regular exercise interventions. Regular exercise interventions combined with multiple exercise modes were associated with greater benefits.

Conclusion: Regular exercise training by patients with autoimmune disease exerts an anti-inflammatory influence. This systematic review provides support for the promotion and development of clinical exercise intervention programs for patients with autoimmune disease. Most patients with autoimmune disease can safely adopt moderate exercise training protocols, but changes in inflammation biomarkers will be modest at best. Acute exercise interventions are ineffective or even modestly but transiently pro-inflammatory.

背景:运动的抗炎作用可能是改善多种自身免疫性疾病的潜在因素。本系统综述旨在研究运动训练在减轻青少年和成人自身免疫性疾病患者炎症反应方面作用的证据:方法:系统回顾了 PubMed、Web of Science 和 Embase 数据库中 2003 年 1 月 1 日至 2023 年 8 月 31 日期间发表的相关研究。纳入了所有针对自身免疫性疾病研究参与者的、评估炎症相关生物标志物的运动干预随机和非随机对照试验。证据质量采用运动研究质量和报告评估工具(TESTEX)量表和科克伦偏倚风险工具进行评估:结果:共发现 14,565 条记录。经过对标题、摘要和全文的筛选,有 87 项符合系统综述的条件。这些研究在 25 个不同的国家进行,共纳入了 2779 名参与者(自身免疫性疾病患者、运动组或对照组)。总体而言,有证据表明,定期运动干预可降低炎症相关指标,如C反应蛋白(CRP)、白细胞介素6(IL-6)和肿瘤坏死因子α(TNF-α)。定期运动干预与多种运动模式相结合可带来更大的益处:结论:自身免疫性疾病患者定期进行运动训练具有抗炎作用。本系统综述为促进和发展自身免疫性疾病患者的临床运动干预计划提供了支持。大多数自身免疫性疾病患者可以安全地采用适度的运动训练方案,但炎症生物标志物的变化充其量不会太大。急性运动干预是无效的,甚至会产生轻微但短暂的促炎作用。
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引用次数: 0
Exercise immunology: Novel insights. 运动免疫学:新见解。
IF 9.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-05-01 Epub Date: 2024-01-25 DOI: 10.1016/j.jshs.2024.01.007
David C Nieman
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引用次数: 0
Associations between physical activity levels and ATPase inhibitory factor 1 concentrations in older adults. 老年人体力活动水平与ATP酶抑制因子1浓度之间的关系。
IF 11.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-05-01 Epub Date: 2023-09-23 DOI: 10.1016/j.jshs.2023.09.009
Jérémy Raffin, Yves Rolland, Annelise Genoux, Guillaume Combes, Mikael Croyal, Bertrand Perret, Sophie Guyonnet, Bruno Vellas, Laurent O Martinez, Philipe de Souto Barreto

Background: Adenosine triphosphatase inhibitory factor 1 (IF1) is a key protein involved in energy metabolism. IF1 has been linked to various age-related diseases, although its relationship with physical activity (PA) remains unclear. Additionally, the apolipoprotein A-I (apoA-I), a PA-modulated lipoprotein, could play a role in this relationship because it shares a binding site with IF1 on the cell-surface ATP synthase. We examined here the associations between chronic PA and plasma IF1 concentrations among older adults, and we investigated whether apoA-I mediated these associations.

Methods: In the present work, 1096 healthy adults (63.8% females) aged 70 years and over who were involved in the Multidomain Alzheimer Prevention Trial study were included. IF1 plasma concentrations (square root of ng/mL) were measured at the 1-year visit of the Multidomain Alzheimer Prevention Trial, while PA levels (square root of metabolic equivalent task min/week) were assessed using questionnaires administered each year from baseline to the 3-year visit. Multiple linear regressions were performed to investigate the associations between the first-year mean PA levels and IF1 concentrations. Mediation analyses were conducted to examine whether apoA-I mediated these associations. Mixed-effect linear regressions were carried out to investigate whether the 1-year visit IF1 concentrations predicted subsequent changes in PA.

Results: Multiple linear regressions indicated that first-year mean PA levels were positively associated with IF1 concentrations (B = 0.021; SE = 0.010; p = 0.043). Mediation analyses revealed that about 37.7% of this relationship was mediated by apoA-I (Bab = 0.008; SE = 0.004; p = 0.023). Longitudinal investigations demonstrated that higher concentrations of IF1 at the 1-year visit predicted a faster decline in PA levels over the subsequent 2 years (time × IF1: B = -0.148; SE = 0.066; p = 0.025).

Conclusion: This study demonstrates that regular PA is associated with plasma IF1 concentrations, and it suggests that apoA-I partly mediates this association. Additionally, this study finds that baseline concentrations of IF1 can predict future changes in PA. However, further research is needed to fully understand the mechanisms underlying these observations.

背景:三磷酸腺苷(ATP酶)抑制因子1(IF1)是参与能量代谢的关键蛋白。IF1与各种与年龄相关的疾病有关,尽管它与体育活动(PA)的关系尚不清楚。此外,载脂蛋白A-I,一种PA调节的脂蛋白,可能在这种关系中发挥作用,因为它与细胞表面ATP合成酶上的IF1共享一个结合位点。我们在这里研究了老年人中慢性PA和血浆IF1浓度之间的相关性,并研究了apoA-I是否介导了这些相关性。方法:在目前的工作中,1096名70岁及以上的健康成年人(63.8%的女性)参与了多领域阿尔茨海默病预防试验(MAPT)研究。在MAPT的1年访视时测量IF1血浆浓度(ng/mL的平方根),而PA水平(代谢当量任务(MET)的平方根-分钟/周)则使用从基线到3年访视每年发放的问卷进行评估。进行多元线性回归以研究第一年平均PA水平与IF1浓度之间的相关性。进行中介分析以检验apoA-I是否介导了这些关联。采用混合效应线性回归研究1年随访IF1浓度是否能预测PA的后续变化。结果:多元线性回归表明,一年平均PA水平与IF1浓度呈正相关(B = 0.021;SE = 0.010;p = 0.043)。中介分析显示,约37.7%的这种关系是由apoA-I介导的(Bab = 0.008;SE = 0.004;p = 0.023)。纵向研究表明,1年随访时IF1浓度越高,预示着PA水平在随后的2年内下降得越快(时间 × IF1:B = -0.148;SE = 0.066;p = 0.025)。结论:本研究表明,有规律的PA与血浆IF1浓度有关,并表明apoA-I在一定程度上介导了这种联系。此外,这项研究发现,IF1的基线浓度可以预测PA的未来变化。然而,还需要进一步的研究来充分了解这些观察结果的潜在机制。
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引用次数: 0
A scoping review of methodologies for applying artificial intelligence to physical activity interventions. 将人工智能应用于体育活动干预方法的范围审查。
IF 9.7 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-05-01 Epub Date: 2023-09-29 DOI: 10.1016/j.jshs.2023.09.010
Ruopeng An, Jing Shen, Junjie Wang, Yuyi Yang

Purpose: This scoping review aimed to offer researchers and practitioners an understanding of artificial intelligence (AI) applications in physical activity (PA) interventions; introduce them to prevalent machine learning (ML), deep learning (DL), and reinforcement learning (RL) algorithms; and encourage the adoption of AI methodologies.

Methods: A scoping review was performed in PubMed, Web of Science, Cochrane Library, and EBSCO focusing on AI applications for promoting PA or predicting related behavioral or health outcomes. AI methodologies were summarized and categorized to identify synergies, patterns, and trends informing future research. Additionally, a concise primer on predominant AI methodologies within the realm of PA was provided to bolster understanding and broader application.

Results: The review included 24 studies that met the predetermined eligibility criteria. AI models were found effective in detecting significant patterns of PA behavior and associations between specific factors and intervention outcomes. Most studies comparing AI models to traditional statistical approaches reported higher prediction accuracy for AI models on test data. Comparisons of different AI models yielded mixed results, likely due to model performance being highly dependent on the dataset and task. An increasing trend of adopting state-of-the-art DL and RL models over standard ML was observed, addressing complex human-machine communication, behavior modification, and decision-making tasks. Six key areas for future AI adoption in PA interventions emerged: personalized PA interventions, real-time monitoring and adaptation, integration of multimodal data sources, evaluation of intervention effectiveness, expanding access to PA interventions, and predicting and preventing injuries.

Conclusion: The scoping review highlights the potential of AI methodologies for advancing PA interventions. As the field progresses, staying informed and exploring emerging AI-driven strategies is essential for achieving significant improvements in PA interventions and fostering overall well-being.

背景:这篇范围界定综述旨在让研究人员和从业者了解人工智能在体育活动干预中的应用;向他们介绍流行的机器学习(ML)、深度学习(DL)和强化学习(RL)算法;并鼓励采用人工智能方法。方法:在PubMed、Web of Science、Cochrane Library和EBSCO上进行范围界定审查,重点关注人工智能在促进PA或预测相关行为或健康结果方面的应用。对人工智能方法进行了总结和分类,以确定协同作用、模式和趋势,为未来的研究提供信息。此外,还提供了一本关于PA领域内主要人工智能方法的简明入门书,以促进理解和更广泛的应用。结果:该综述包括24项符合预定资格标准的研究。人工智能模型在检测PA行为的显著模式以及特定因素与干预结果之间的关联方面被发现是有效的。大多数将人工智能模型与传统统计方法进行比较的研究报告称,人工智能模型对测试数据的预测精度更高。不同人工智能模型的比较结果喜忧参半,可能是因为模型性能高度依赖于数据集和任务。与标准ML相比,采用最先进的DL和RL模型的趋势越来越大,涉及复杂的人机交流、行为修改和决策任务。未来人工智能在PA干预中应用的六个关键领域出现了:个性化PA干预、实时监测和适应、多模式数据源的集成、干预效果的评估、扩大PA干预的使用范围以及预测和预防伤害。结论:范围界定审查强调了人工智能方法在推进PA干预方面的潜力。随着该领域的进展,保持知情和探索新兴的人工智能驱动策略对于显著改善PA干预和促进整体福祉至关重要。
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Journal of Sport and Health Science
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