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Contemporary practices of Portuguese and Brazilian soccer coaches in designing and applying small-sided games. 葡萄牙和巴西足球教练设计和应用小型比赛的当代做法。
IF 5.6 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-11-20 DOI: 10.5114/biolsport.2024.132985
Filipe Manuel Clemente, José Afonso, Rui Miguel Silva, Rodrigo Aquino, Luiz Palucci Vieira, Fernando Santos, Israel Teoldo, Rafael Oliveira, Gibson Praça, Hugo Sarmento

This descriptive study aimed to investigate the current practices of Portuguese and Brazilian soccer coaches in the design and implementation of small-sided games (SSGs) in soccer. A total of 187 male coaches participated in the online survey, consisting of 82 Portuguese and 105 Brazilian individuals. These coaches held various positions within the technical staff, with 63 serving as head coaches, 38 as assistant coaches, 38 as physical trainers, and 48 in other roles related to the technical staff. Additionally, the participants represented both youth (n = 102) and adult competitive levels (n = 59), along with some who were not currently associated with a specific group. The survey consisted of 32 questions divided into three main sections: (i) the timing of SSG application, (ii) the methods used for applying SSGs, and (iii) the reasons for applying SSGs. The Chi-square test revealed a statistically significant association between nationality and the frequency of SSGs used in training sessions during the pre-season (p = 0.039) and in-season (p < 0.001). Moreover, significant association between nationality and the time allocated to employing SSGs for targeting aerobic training (p < 0.001) was found. There was a significant association between nationality and the weekly frequency of SSGs use for targeting sprint training (p = 0.019). The Chi-square test identified significant associations between nationality and the use of SSGs for targeting technical training (p = 0.002), as well as for tactical training (p = 0.002). In summary, this study underscores that SSGs are primarily employed to enhance aerobic fitness, change of direction, technical skills, and tactical behaviors. Coaches generally favor employing SSGs two to three times a week, with typical sessions lasting between 16 to 30 minutes. Notably, the major discrepancies between nationalities lie in the importance assigned to the use of SSGs. However, in practice, the formats and objectives for implementing SSGs remain relatively similar.

这项描述性研究旨在调查葡萄牙和巴西足球教练目前在设计和实施足球小场比赛(SSG)方面的做法。共有 187 名男性教练参与了在线调查,其中包括 82 名葡萄牙人和 105 名巴西人。这些教练在技术人员中担任不同职务,其中 63 人担任主教练,38 人担任助理教练,38 人担任体能教练,48 人担任与技术人员相关的其他职务。此外,参与者还代表了青少年(102 人)和成年竞技水平(59 人),以及一些目前与特定团体没有关联的人。调查包括 32 个问题,分为三个主要部分:(i) 申请 SSG 的时间,(ii) 申请 SSG 的方法,(iii) 申请 SSG 的原因。卡方检验显示,国籍与在赛季前(P = 0.039)和赛季中(P < 0.001)的训练课上使用 SSG 的频率之间存在显著的统计学关联。此外,研究还发现,国籍与使用 SSGs 进行有氧训练的时间之间存在明显联系(p < 0.001)。国籍与每周使用 SSGs 进行短跑训练的频率之间存在明显联系(p = 0.019)。通过卡方检验发现,国籍与将 SSGs 用于技术训练(p = 0.002)和战术训练(p = 0.002)之间存在显著关联。总之,本研究强调,使用 SSGs 主要是为了增强有氧体能、改变方向、技术技能和战术行为。教练们普遍倾向于每周进行 2 到 3 次 SSG,每次持续 16 到 30 分钟。值得注意的是,不同国家之间的主要差异在于对使用 SSGs 的重视程度不同。然而,在实践中,实施 SSG 的形式和目标仍然相对相似。
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引用次数: 0
Association of the IL1A and IL6 polymorphisms with posttraining changes in body mass, composition, and biochemical parameters in Caucasian women. 白种女性 IL1A 和 IL6 多态性与训练后体重、成分和生化指标变化的关系。
IF 5.6 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-09-21 DOI: 10.5114/biolsport.2024.131415
Agata Leońska-Duniec, Weronika Lepionka, Andrzej Brodkiewicz, Maciej Buryta

Polymorphisms located in IL1A and IL6 are promising markers of obesity-related traits; however, studies concerning their potential impact on the effectiveness of lifestyle interventions are lacking. Therefore, the aim was to examine the association between the polymorphic sites located in IL1A (rs1800587) and IL6 (rs1800795, rs1800796, and rs1800797) and the body's response to a 12-week training program. We studied the genotype distribution in a group of 168 Caucasian females in whom body mass and composition parameters, the lipid profile, and glucose levels were measured before and after the exercise period. Our results showed that carriers of the IL1A rs1800597 CC genotype exhibited a significant decrease in total body water (TBW) in response to training (p = 0.045). Additionally, carriers of the IL6 rs1800797 GG and GA genotypes demonstrated a posttraining decrease in body mass index (BMI) (p = 0.039). Haplotype analysis revealed that only rare haplotypes, namely, GGA, CGG and CCG (rs1800795, rs1800796, and rs1800797, respectively), were linked to changes in phenotype, yet assessing individual haplotype effects was not possible. Studies of the interactions between these genes showed that carrying the TC-GG genotype (rs1800587-rs1800795 and rs1800587-rs1800796) may be associated with greater posttraining decreases in fat mass percentage (%FM) and fat-free mass (FM). Carriers of the CC-CG genotype (rs1800587-rs1800795) had significantly greater changes in triglycerides (TGL) over the training period. Our study showed that the IL1A and IL6 genotypes, either individually, in haplotype, or in gene-gene combination, may modify training-induced changes in body mass, composition, glucose levels, and the lipid profile in healthy women.

IL1A和IL6的多态性是肥胖相关特征的有希望的标记物;然而,有关它们对生活方式干预效果的潜在影响的研究还很缺乏。因此,我们的目的是研究 IL1A(rs1800587)和 IL6(rs1800795、rs1800796 和 rs1800797)多态性位点与身体对 12 周训练计划的反应之间的关联。我们对一组 168 名高加索女性的基因型分布进行了研究,并在运动前后测量了她们的体重和成分参数、血脂状况和血糖水平。研究结果表明,IL1A rs1800597 CC 基因型携带者在训练中表现出身体总水分(TBW)的显著下降(p = 0.045)。此外,IL6 rs1800797 GG 和 GA 基因型携带者的体重指数(BMI)在训练后也有所下降(p = 0.039)。单倍型分析表明,只有罕见的单倍型,即 GGA、CGG 和 CCG(分别为 rs1800795、rs1800796 和 rs1800797)与表型变化有关,但无法评估单个单倍型的影响。对这些基因之间相互作用的研究表明,携带 TC-GG 基因型(rs1800587-rs1800795 和 rs1800587-rs1800796)可能与训练后脂肪量百分比(%FM)和无脂肪量(FM)的更大减少有关。CC-CG 基因型(rs1800587-rs1800795)携带者在训练期间甘油三酯(TGL)的变化明显更大。我们的研究表明,IL1A 和 IL6 基因型,无论是单独、单体型还是基因-基因组合,都可能改变训练诱导的健康女性体重、成分、血糖水平和血脂谱的变化。
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引用次数: 0
Investigation of the involvement of platelet-activating factor in the control of hypertension by aerobic training. A randomized controlled trial. 关于血小板活化因子参与有氧训练控制高血压的研究。随机对照试验。
IF 5.6 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-11-17 DOI: 10.5114/biolsport.2024.131819
João Paulo Prado, Ana Emilia Castro, Jonatan Carvalho, Daniele Pereira, Lúcia Helena Faccioli, Carlos Sorgi, Rômulo Novaes, Silvia Silva, Giovane Galdino

Although studies have demonstrated the effectiveness of exercise in controlling systemic arterial hypertension (SAH), the mechanisms involved in this effect are still poorly understood. Thus, this study investigated the impact of aerobic training on the relationship between platelet-activating factor (PAF) circulating levels and blood pressure in hypertensives. Seventy-seven hypertensive subjects were enrolled in this randomized controlled trial (age 66.51 ± 7.53 years, body mass 76.17 ± 14.19 kg). Participants were randomized to two groups: the intervention group (IG, n = 36), composed of hypertensive individuals submitted to an aerobic training protocol, and the control group (CG, n = 41), composed of non-exercised hypertensives. Body mass index, arterial blood pressure, quality of life, respiratory muscle strength, and functional capacity were assessed before and after 12 weeks. PAF and plasma cytokine levels were also evaluated respectively by liquid chromatography coupled with mass spectrometry and enzyme-linked immunosorbent assay. Aerobic training promoted a significant reduction in blood pressure while functional capacity, expiratory muscle strength, and quality of life, PAFC16:0 and PAFC18:1 plasma levels were increased in comparison to the CG (p < 0.05). In addition, multiple correlation analysis indicated a positive correlation [F (3.19) = 6.322; p = 0.001; R2adjusted = 0.499] between PAFC16:0 levels and expiratory muscle strength after aerobic training. Taken together, our findings indicate that PAF may be involved in the indirect mechanisms that control SAH, being mainly associated with increased respiratory muscle strength in hypertensive subjects undergoing aerobic training.

尽管已有研究证明运动能有效控制全身性动脉高血压(SAH),但人们对其作用机制仍知之甚少。因此,本研究调查了有氧训练对高血压患者血小板活化因子(PAF)循环水平和血压之间关系的影响。这项随机对照试验共招募了 77 名高血压受试者(年龄为 66.51 ± 7.53 岁,体重为 76.17 ± 14.19 千克)。参与者被随机分为两组:干预组(IG,n = 36),由接受有氧训练方案的高血压患者组成;对照组(CG,n = 41),由未接受锻炼的高血压患者组成。在 12 周前和 12 周后,对体重指数、动脉血压、生活质量、呼吸肌力量和功能能力进行了评估。此外,还分别采用液相色谱-质谱法和酶联免疫吸附法对 PAF 和血浆细胞因子水平进行了评估。与 CG 相比,有氧训练促进了血压的显著降低,而功能能力、呼气肌力、生活质量、PAFC16:0 和 PAFC18:1 血浆水平均有所提高(P < 0.05)。此外,多重相关分析表明,有氧训练后 PAFC16:0 水平与呼气肌力之间存在正相关[F (3.19) = 6.322; p = 0.001; R2adjusted = 0.499]。综上所述,我们的研究结果表明,PAF 可能参与了控制 SAH 的间接机制,主要与接受有氧训练的高血压受试者呼吸肌力量的增加有关。
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引用次数: 0
Effects of ischaemic post-conditioning on eccentric exercise-induced muscle damage. 缺血后调节对偏心运动引起的肌肉损伤的影响
IF 5.6 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-09-21 DOI: 10.5114/biolsport.2024.129483
Si Chen, Chuan Zhang

Exercise-induced muscle damage (EIMD) is a common phenomenon resulting from high-intensity exercise that impairs subsequent performance. Ischaemic post-conditioning (IPOC) is a simple intervention that has been shown to reduce muscle damage after prolonged ischaemia, a condition mechanistically similar to EIMD. The purpose of this study was to determine whether IPOC could alleviate muscle damage after eccentric exercise. Thirty-two young male participants were randomized into either a sham (n = 16) or an IPOC (n = 16) intervention group. Biceps brachii muscle damage was induced by eccentric exercise, with IPOC or sham intervention applied on the dominant arm following exercise (3 cycles of 30 s ischaemia). Visual analogue scale (VAS) pain, arm circumference, muscle thickness, echo-intensity, and microvascular function (using near-infrared spectroscopy) were measured bilaterally at baseline, 24, 48, and 72 hours after eccentric exercise. Biceps curl one repetition maximum (1RM) was also measured. 1RM was higher for the IPOC group at 48 and 72 hours (both p < 0.05). On the dominant arm, VAS pain was lower at 72 hours for the IPOC group (p = 0.039). Muscle thickness was lower at all post-exercise time points for the IPOC group (all p < 0.05). VAS pain, echo-intensity, and arm circumference were elevated on the non-dominant arm in the sham group at 72 hours (all p < 0.05). These parameters all returned to the baseline level for the IPOC group at 72 hours (all p > 0.05IPOC could attenuate the decrease in strength, and alleviate EIMD with both local and remote effects after high-intensity exercise.

运动诱发的肌肉损伤(EIMD)是高强度运动导致的一种常见现象,会影响随后的运动表现。缺血后调节(IPOC)是一种简单的干预措施,已被证明可以减轻长时间缺血后的肌肉损伤,这种损伤在机理上与 EIMD 相似。本研究旨在确定 IPOC 能否减轻偏心运动后的肌肉损伤。32 名年轻男性参与者被随机分为假干预组(16 人)或 IPOC 干预组(16 人)。通过偏心运动诱发肱二头肌损伤,在运动(30 秒缺血 3 个周期)后对优势臂进行 IPOC 或假干预。分别在基线、偏心运动后 24、48 和 72 小时测量双侧视觉模拟量表(VAS)疼痛、臂围、肌肉厚度、回声强度和微血管功能(使用近红外光谱)。此外,还测量了肱二头肌卷曲的单次最大重量(1RM)。在 48 小时和 72 小时时,IPOC 组的 1RM 更高(均 p < 0.05)。在主导臂上,IPOC 组在 72 小时后的 VAS 疼痛程度较低(p = 0.039)。在运动后的所有时间点,IPOC 组的肌肉厚度都较低(均 p <0.05)。在 72 小时内,假肢组非优势臂的 VAS 疼痛、回声强度和臂围均升高(均 p < 0.05)。在 72 小时后,IPOC 组的这些参数都恢复到了基线水平(所有 p > 0.05)IPOC 可以减轻力量的下降,并在高强度运动后通过局部和远端效应缓解 EIMD。
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引用次数: 0
Fasting reduces satiety and increases hunger but does not affect the performance in resistance training. 空腹会减少饱腹感,增加饥饿感,但不会影响阻力训练的表现。
IF 5.6 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-04-10 DOI: 10.5114/biolsport.2024.131814
Marcos D M Drummond, Paula S G Soares, Lucas A Savoi, Ronaldo A D Silva

Intermittent fasting (IF) has been suggested to reduce body fat percentage and improve non-communicable chronic diseases. However, little is known about resistance training (RT) and the subjective perception of hunger under fasted conditions. This study aimed to examine the effects of overnight fasting (12 h or 16 h fasting) on the maximum voluntary isometric contraction (MVIC) and countermovement jump (CMJ) performance in resistance-trained young male adults. In RT sessions, the maximum number of repetitions (MNR) and the total volume load (TVL) were evaluated in the back squat and leg press 45°. The volunteers performed all tests and the RT session in 3 different conditions: fed state, 12 and 16 hours of IF. The subjective perception of hunger was applied through an adapted visual analogue scale (adVAS). The results showed that strength and power variables did not change significantly: MVIC (p = 0.960), CMJ (p = 0.986), MNR back squat (p = 0.856), MNR leg press 45° (p = 0.998), TVL (p = 0.954). However, hunger was significantly greater after the 16-hour fasting (p = 0.001) compared to 12 hours of fasting and the fed state. Also, the desire to eat was greater after 16 hours (p = 0.001) compared to 12 hours of fasting and the fed state. This study indicates that IF for 12 or 16 hours does not significantly impair strength and power, but the longer the fasting duration, the greater are the hunger and desire to eat.

间歇性禁食(IF)被认为可以降低体脂率,改善非传染性慢性疾病。然而,人们对禁食条件下的阻力训练(RT)和主观饥饿感知之甚少。本研究旨在探讨隔夜禁食(12 小时或 16 小时)对阻力训练的年轻男性成年人的最大自主等长收缩(MVIC)和反向运动跳跃(CMJ)表现的影响。在阻力训练课上,对后蹲和 45°压腿的最大重复次数(MNR)和总负荷量(TVL)进行了评估。志愿者在 3 种不同的条件下进行了所有测试和 RT 训练:进食状态、12 小时和 16 小时 IF。对饥饿感的主观感受采用了改良的视觉模拟量表(adVAS)。结果显示,力量和功率变量没有显著变化:MVIC (p = 0.960)、CMJ (p = 0.986)、MNR 后蹲 (p = 0.856)、MNR 45°压腿 (p = 0.998)、TVL (p = 0.954)。然而,与禁食 12 小时和进食状态相比,禁食 16 小时后的饥饿感明显增加(p = 0.001)。此外,与禁食 12 小时和进食状态相比,禁食 16 小时后的进食欲望更大(p = 0.001)。这项研究表明,禁食 12 或 16 小时不会明显影响体力和力量,但禁食时间越长,饥饿感和进食欲望越强。
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引用次数: 0
Fitness and fatness in children and adolescents: investigating their role in the association between physical activity and cardiometabolic health. 儿童和青少年的体能和脂肪:研究它们在体育锻炼与心脏代谢健康之间的关系。
IF 5.6 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-06-11 DOI: 10.5114/biolsport.2024.129473
Caroline Brand, Ana Paula Sehn, Camila Felin Fochesatto, Emílio Villa-González, Anelise Reis Gaya, Jane Dagmar Pollo Renner, Alex Ojeda-Aravena, Cézane Priscila Reuter

To verify the role of the combination of fitness and fatness in the relationship between physical activity (PA) and cardiometabolic risk in children and adolescents. This is a cross-sectional study performed with 2786 children and adolescents (6 to 17 years). Fitness was determined by the cardiorespiratory fitness (CRF) six-minute walking and running test. Waist circumference (WC) was considered a fatness indicator. A selfreported questionnaire was used to determine PA practice, whereas the clustered cardiometabolic risk score (cMetS) was calculated by summing z-scores of triglycerides, total cholesterol/HDL-C ratio, systolic blood pressure, glucose, and WC. Considering the combination of CRF (fitness) and WC (fatness), the following phenotypes were created: Fit/Unfat, Fit/Fat, Unfit/Unfat and Unfit/Fat. Moderation analyses were tested using linear regression models. Significant interactions were found between PA and Unfit/Fat category (β = -0.001; p = 0.001) only for adolescents. The interaction observed in the Unfit/Fat phenotype indicated that adolescents who practise PA for 330 minutes per week presented lower cMetS compared to those who do not practise or practise for 60 minutes respectively. The combination of fitness and fatness moderates the relationship between PA and cardiometabolic risk, suggesting that adolescents, particularly those who are less fit and present high adiposity, should be encouraged to engage in regular PA to improve their metabolic health.

验证体能和肥胖的组合在儿童和青少年体力活动(PA)与心脏代谢风险之间的关系中的作用。这是一项横断面研究,研究对象为 2786 名儿童和青少年(6 至 17 岁)。体能由心肺功能(CRF)六分钟步行和跑步测试确定。腰围(WC)被认为是一项脂肪指标。自我报告问卷用于确定体育锻炼情况,而聚类心脏代谢风险评分(cMetS)则通过甘油三酯、总胆固醇/高密度脂蛋白胆固醇比率、收缩压、血糖和腰围的 Z 值之和计算得出。考虑到 CRF(体质)和 WC(肥胖)的组合,创建了以下表型:适合/不胖、适合/胖、不适合/不胖和不适合/胖。使用线性回归模型对调节分析进行了检验。仅在青少年中,PA 与 "非适宜/肥胖 "类别之间存在显著的交互作用(β = -0.001;p = 0.001)。在 "不健康/肥胖 "表型中观察到的交互作用表明,每周进行 330 分钟体育锻炼的青少年的 cMetS 分别低于不进行体育锻炼或进行 60 分钟体育锻炼的青少年。体能和肥胖的结合调节了体育锻炼与心脏代谢风险之间的关系,这表明应鼓励青少年,尤其是体能较差和脂肪含量较高的青少年,定期进行体育锻炼,以改善他们的代谢健康。
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引用次数: 0
Using artificial intelligence for exercise prescription in personalised health promotion: A critical evaluation of OpenAI's GPT-4 model. 在个性化健康促进中使用人工智能开具运动处方:对 OpenAI 的 GPT-4 模型进行批判性评估。
IF 4.2 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-12-13 DOI: 10.5114/biolsport.2024.133661
Ismail Dergaa, Helmi Ben Saad, Abdelfatteh El Omri, Jordan M Glenn, Cain C T Clark, Jad Adrian Washif, Noomen Guelmami, Omar Hammouda, Ramzi A Al-Horani, Luis Felipe Reynoso-Sánchez, Mohamed Romdhani, Laisa Liane Paineiras-Domingos, Rodrigo L Vancini, Morteza Taheri, Leonardo Jose Mataruna-Dos-Santos, Khaled Trabelsi, Hamdi Chtourou, Makram Zghibi, Özgür Eken, Sarya Swed, Mohamed Ben Aissa, Hossam H Shawki, Hesham R El-Seedi, Iñigo Mujika, Stephen Seiler, Piotr Zmijewski, David B Pyne, Beat Knechtle, Irfan M Asif, Jonathan A Drezner, Øyvind Sandbakk, Karim Chamari

The rise of artificial intelligence (AI) applications in healthcare provides new possibilities for personalized health management. AI-based fitness applications are becoming more common, facilitating the opportunity for individualised exercise prescription. However, the use of AI carries the risk of inadequate expert supervision, and the efficacy and validity of such applications have not been thoroughly investigated, particularly in the context of diverse health conditions. The aim of the study was to critically assess the efficacy of exercise prescriptions generated by OpenAI's Generative Pre-Trained Transformer 4 (GPT-4) model for five example patient profiles with diverse health conditions and fitness goals. Our focus was to assess the model's ability to generate exercise prescriptions based on a singular, initial interaction, akin to a typical user experience. The evaluation was conducted by leading experts in the field of exercise prescription. Five distinct scenarios were formulated, each representing a hypothetical individual with a specific health condition and fitness objective. Upon receiving details of each individual, the GPT-4 model was tasked with generating a 30-day exercise program. These AI-derived exercise programs were subsequently subjected to a thorough evaluation by experts in exercise prescription. The evaluation encompassed adherence to established principles of frequency, intensity, time, and exercise type; integration of perceived exertion levels; consideration for medication intake and the respective medical condition; and the extent of program individualization tailored to each hypothetical profile. The AI model could create general safety-conscious exercise programs for various scenarios. However, the AI-generated exercise prescriptions lacked precision in addressing individual health conditions and goals, often prioritizing excessive safety over the effectiveness of training. The AI-based approach aimed to ensure patient improvement through gradual increases in training load and intensity, but the model's potential to fine-tune its recommendations through ongoing interaction was not fully satisfying. AI technologies, in their current state, can serve as supplemental tools in exercise prescription, particularly in enhancing accessibility for individuals unable to access, often costly, professional advice. However, AI technologies are not yet recommended as a substitute for personalized, progressive, and health condition-specific prescriptions provided by healthcare and fitness professionals. Further research is needed to explore more interactive use of AI models and integration of real-time physiological feedback.

人工智能(AI)应用在医疗保健领域的兴起为个性化健康管理提供了新的可能性。基于人工智能的健身应用越来越普遍,为个性化运动处方提供了便利。然而,人工智能的使用存在专家监督不足的风险,而且此类应用的功效和有效性尚未得到深入研究,尤其是在不同的健康状况下。本研究的目的是严格评估 OpenAI 的生成预训练转换器 4 (GPT-4) 模型针对五个具有不同健康状况和健身目标的患者病例所生成的运动处方的有效性。我们的重点是评估该模型基于单一的初始交互(类似于典型的用户体验)生成运动处方的能力。评估由运动处方领域的权威专家进行。我们制定了五种不同的情景,每种情景都代表了一个具有特定健康状况和健身目标的假设个体。收到每个人的详细信息后,GPT-4 模型的任务是生成一个 30 天的锻炼计划。随后,运动处方专家对这些人工智能生成的运动计划进行了全面评估。评估内容包括:是否遵守频率、强度、时间和运动类型等既定原则;是否综合考虑了感知消耗水平;是否考虑了药物摄入量和各自的身体状况;以及针对每个假定情况定制的个性化计划的程度。人工智能模型可以为各种情况创建具有安全意识的一般锻炼计划。然而,人工智能生成的运动处方在解决个人健康状况和目标方面缺乏精确性,往往将过度安全置于训练效果之上。基于人工智能的方法旨在通过逐步增加训练负荷和强度来确保患者的病情得到改善,但该模型通过持续互动对其建议进行微调的潜力并不能完全令人满意。目前,人工智能技术可以作为运动处方的辅助工具,尤其是在提高无法获得专业建议(通常费用昂贵)的个人的可及性方面。不过,目前还不建议用人工智能技术来替代医疗保健和健身专业人员提供的个性化、渐进式和针对具体健康状况的处方。还需要进一步的研究来探索人工智能模型更多的交互式使用和实时生理反馈的整合。
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引用次数: 0
Serum myokines as potential biomarkers of myostatin inhibition in sport doping: a preliminary study on their baseline levels in elite athletes. 血清肌动蛋白作为运动兴奋剂肌生长蛋白抑制的潜在生物标志物:对精英运动员血清肌动蛋白基线水平的初步研究。
IF 5.6 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-11-17 DOI: 10.5114/biolsport.2024.132982
Francesco Donati, Giorgia Morgan Biasini, Xavier de la Torre, Francesco Botrè

We considered in this study the possibility of developing an indirect procedure for detecting myostatin inhibition/suppression, a practice that is prohibited as doping in sport. We have specifically considered the potential diagnostic utility of human serum myokines as indirect markers of myostatin inhibition. Myostatin, its main antagonist follistatin, and other myokines (follistatin-like 1, musclin, oncostatin, osteonectin, irisin, brain derived neurotrophic factor, and insulin-like growth factor-1) were selected as a panel of potential biomarkers whose levels may be altered following myostatine suppression. The serum levels of myostatin and of the nine myokines were measured in elite athletes of different age, sex, and sport discipline, and their cross correlation assessed by multivariate analysis. All myokines resulted to be measurable in human serum, except for musclin and irisine, whose levels were below the limits of quantitation in a reduced number of samples. Serum concentrations varied of different orders in magnitude (musclin and osteonectin < 1 ng/mL; follistatin, myostatine and irisine 1-5 ng/mL; brainderived neurotrophic factor, follistatin-like 1 and iinsulin-like growth factor-1 > 10 ng/mL), while no significant differences were found between female and male subjects, with the exceptions of follistatin-like 1 and musclin, showing a higher concentrations in females (p < 0.05). Levels of insulin-like growth factor 1 and brain derived neurotrophic factor were significantly higher in power athletes than in endurance ones. Multivariate statistics showed that musclin, follistatin-like 1 and oncostatin are more clustered and correlated to myostatin than other myokines, suggesting they could be considered as potential biomarkers of doping by myostatin inhibitors.

在这项研究中,我们考虑了开发一种间接程序来检测肌促蛋白抑制/抑制的可能性。我们特别考虑了人血清肌动蛋白作为肌生成抑制间接标志物的潜在诊断作用。我们选择了肌生成素、其主要拮抗剂软骨素和其他肌动素(软骨素样 1、肌肉素、骨粘连素、鸢尾素、脑源性神经营养因子和胰岛素样生长因子-1)作为一组潜在的生物标志物,这些标志物的水平在肌生成素抑制后可能会发生变化。对不同年龄、性别和运动项目的精英运动员进行了肌生长激素和九种肌动因子血清水平的测定,并通过多变量分析评估了它们之间的交叉相关性。结果表明,除了肌肉素和鸢尾素的含量低于少量样本的定量限值外,所有肌动蛋白在人体血清中均可测量。血清中的肌球蛋白浓度存在不同数量级的差异(肌球蛋白和骨连蛋白小于 1 纳克/毫升;软骨素、肌他汀和鸢尾素为 1-5 纳克/毫升;胸腺生成神经营养因子、类软骨素 1 和类胰岛素生长因子-1 > 10 纳克/毫升),女性和男性受试者之间没有发现显著差异,但类软骨素 1 和肌球蛋白在女性中的浓度较高(p < 0.05)。力量型运动员的类胰岛素生长因子 1 和脑源性神经营养因子水平明显高于耐力型运动员。多变量统计显示,与其他肌动蛋白相比,肌球蛋白、类胰岛素样生长因子1和oncostatin与肌生成素的聚类和相关性更高,这表明它们可被视为肌生成素抑制剂兴奋剂的潜在生物标志物。
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引用次数: 0
Technical and tactical evolution of the offensive team sequences in LaLiga between 2008 and 2021. Is Spanish football now a more associative game? 2008 年至 2021 年间西甲进攻球队序列的技战术演变。现在的西班牙足球是否更具联动性?
IF 4.2 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-06-10 DOI: 10.5114/biolsport.2024.131818
Joaquín González-Rodenas, Víctor Moreno-Pérez, Roberto López-Del Campo, Ricardo Resta, Juan Del Coso

The aim of this investigation was to study the technical and tactical evolution of the offensive team sequences in the Spanish football teams from 2008/09 to 2020/21. A comparative analysis including twelve variables related to the development of offensive sequences in 4940 matches was performed from 2008/09 to 2020/21 seasons of the Spanish professional football league (LaLiga). All match observations were recorded using a validated video tracking system. Multilevel linear mixed models were used to examine the differences across seasons, considering the effects of contextual variables. The number of passes per sequence (2.4 [CI: 2.2-2.5] vs 3.2 [CI: 3.0-3.4]; +33.3%), the passing accuracy (72.1 [CI: 70.6-73.5] vs 76.9 [CI: 75.4-78.3]%; +6.8%) and the average duration of the team sequences (6.4 [CI: 5.9-6.8] vs 8.3 [CI: 7.8-8.7] seconds; +25.76%) showed a small increasing trend over the seasons (P < 0.05). In contrast, variables such as the direct speed of progression (2.2 [CI: 2.1-2.3] vs 1.6 [CI: 1.5-1.7] metres/second; -24.5%), key passes (8.1 [CI: 7.6-8.5] vs 6.8 [CI: 6.3-7.2]; -15.8%), and the sequences that ended in the attacking third (64.8 [CI: 62,7-66.8] vs 57.1 [CI: 55.1-59.2]; -11.7%) or in a shot (13.0 [CI: 12.4-13.6] vs 10.2 [CI: 9.6-10.8]; -21.6%) showed a small decreasing trend from 2008/09 to 2020/21 (P < 0.05). Spanish professional football teams slightly evolved technically and tactically towards a more associative style of play that includes longer passing sequences. This evolution also involved a decreasing speed of progression and fewer technical actions such as through balls, key passes and shots.

本调查旨在研究 2008/09 至 2020/21 赛季西班牙足球队进攻序列的技战术演变。从 2008/09 赛季到 2020/21 赛季的西班牙职业足球联赛(西甲)的 4940 场比赛中,对与进攻序列发展相关的十二个变量进行了比较分析。所有比赛的观察结果均使用经过验证的视频跟踪系统进行记录。考虑到环境变量的影响,采用多层次线性混合模型来研究不同赛季的差异。每个序列的传球次数(2.4 [CI: 2.2-2.5] vs 3.2 [CI: 3.0-3.4]; +33.3%)、传球准确率(72.1 [CI: 70.6-73.5] vs 76.9 [CI: 75.4-78.3]%; +6.8%)和团队序列的平均持续时间(6.4 [CI: 5.9-6.8] vs 8.3 [CI: 7.8-8.7] 秒;+25.76%)在各赛季中呈现出小幅增长趋势(P < 0.05)。相比之下,直接推进速度(2.2 [CI: 2.1-2.3] vs 1.6 [CI: 1.5-1.7] 米/秒;-24.5%)、关键传球(8.1 [CI: 7.6-8.5] vs 6.8 [CI: 6.3-7.2] ;-15.8%)和在进攻三区结束的序列(64.8[CI:62.7-66.8] vs 57.1 [CI:55.1-59.2];-11.7%)或射门(13.0 [CI:12.4-13.6] vs 10.2 [CI:9.6-10.8];-21.6%)从 2008/09 年到 2020/21 年呈小幅下降趋势(P < 0.05)。西班牙职业足球队在技术上和战术上略有演变,趋向于包括较长传球序列在内的更具联动性的比赛风格。这种演变还包括推进速度的下降和技术动作的减少,如传球、关键传球和射门。
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引用次数: 0
Tell me how much your opponent team runs and I will tell you how much you should run: A predictive model applied to Spanish high-level football. 告诉我你的对手球队跑了多少,我就告诉你应该跑多少:应用于西班牙高水平足球的预测模型。
IF 5.6 2区 医学 Q1 SPORT SCIENCES Pub Date : 2024-03-01 Epub Date: 2023-12-19 DOI: 10.5114/biolsport.2024.132984
Julen Castellano, Roberto López-Del Campo, Raúl Hileno

The aim of this study was to predict a team's accumulated distance (TotDisTea) and accumulated distance at > 21 km/h (TotDis21Tea) in the Spanish Football First Division. 2,946 team physical performances (out of 3040 possible) during four seasons (from 2016-17 to 2019-20) were analysed. The outcome variables were the TotDisTea and TotDis21Tea when the ball was in play. Eight predictor variables were used: the distance accumulated and accumulated at > 21 km/h by the opponent (TotDisOpp and TotDis21Opp) were registered in km, the effective playing (EffPlaTim) and possession (BalPos) time were recorded in min, match location (MatLoc) had two levels (home and away), match outcome (MatOut) had three levels (lost, drawn, and won), and the teams were grouped in four levels (Champions League, Europa League, remained, and relegation) distinguishing the observed team (TeaLev) and the opponent team (OppLev) in the match. A total of 127 models were estimated from the all-possible regressions procedure for each outcome variable. The model with six predictor variables was selected as the best model to predict the TotDisTea (R2adj = .82). The predictor variables TotDisOpp, EffPlaTim, and BalPos had a greater contribution to the mean outcome value than the predictors OppLev, TeaLev, and MatLoc. All models estimated to predict TotDis21Tea had little predictive power (R2adj < .38). The findings of this study have both theoretical and practical implications for practitioners. The interaction between teams has a great effect on the conditional response. Before the match, teams could use this information to anticipate the physical demand expected in the next match, and after the match, be able to assess whether the physical response was similar to expected, and make decisions.

本研究旨在预测西班牙足球甲级联赛球队的累计距离(TotDisTea)和时速大于 21 公里的累计距离(TotDis21Tea)。研究分析了 2946 个球队在四个赛季(2016-17 至 2019-20)中的体能表现(共 3040 次)。结果变量为球在比赛中时的 TotDisTea 和 TotDis21Tea。使用了八个预测变量:对手累计距离(TotDisOpp)和以大于 21 km/h 的速度累计距离(TotDis21Opp)以公里为单位记录,有效比赛时间(EffPlaTim)和控球时间(BalPos)以分钟为单位记录,比赛地点(MatLoc)有两个级别(主场和客场)、比赛结果(MatOut)分为三个级别(输球、平局和赢球),球队分为四个级别(冠军联赛、欧洲联赛、保级和降级),并区分观察到的球队(TeaLev)和比赛中的对手球队(OppLev)。通过对每个结果变量的所有可能回归程序,共估算出 127 个模型。包含六个预测变量的模型被选为预测 TotDisTea 的最佳模型(R2adj = 0.82)。与预测变量 OppLev、TeaLev 和 MatLoc 相比,预测变量 TotDisOpp、EffPlaTim 和 BalPos 对平均结果值的贡献更大。所有用于预测 TotDis21Tea 的估计模型的预测能力都很低(R2adj < 0.38)。本研究的结果对实践者既有理论意义,也有实践意义。球队之间的互动对条件反应有很大影响。赛前,各队可以利用这些信息预测下一场比赛的预期体能需求,赛后,能够评估体能反应是否与预期相似,并做出决策。
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引用次数: 0
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