Andrew R. Moore , Jasmin C. Hutchinson , Christa Winter , Paul C. Dalton , Lori A. Bolgla , Vincent J. Paolone
{"title":"Music alters heart rate and psychological responses but not muscle activation during light-intensity isometric exercise","authors":"Andrew R. Moore , Jasmin C. Hutchinson , Christa Winter , Paul C. Dalton , Lori A. Bolgla , Vincent J. Paolone","doi":"10.1016/j.smhs.2024.01.008","DOIUrl":"10.1016/j.smhs.2024.01.008","url":null,"abstract":"<div><p>Listening to music manipulates attention to be more externally focused, which has the potential to improve muscular efficiency. This study aimed to determine the effect of listening to music on muscle activation during an isometric exercise task, and compare this effect to those of other attentional focus conditions. Apparently healthy subjects (<em>n</em> = 35; 16 men/19 women) completed an isometric elbow flexion task for 1 min in three randomized and counterbalanced conditions: internal focus (INT), external focus with a simple distraction task (EXT), or listening to music (MUS). Muscle activation of the biceps and triceps brachii and heart rate (HR) were recorded throughout the exercise tasks. Ratings of perceived exertion (RPE), affective valence, and motivation were measured at the end of each trial. There was no difference in muscle activation measures among the three conditions. HR during MUS was lower than EXT at 15 s ([89.4 ± 11.8] beats/min vs. [93.1 ± 12.9] beats/min; <em>p</em> = 0.018) and 30 s ([90.6 ± 12.4] beats/min vs. [94.2 ± 12.5] beats/min; <em>p</em> = 0.026), and lower than INT at 60 s ([93.3 ± 13.3] beats/min vs. [96.7 ± 12.0] beats/min; <em>p</em> = 0.016). Overall RPE was higher for INT (13.4 ± 2.2) than for MUS ([12.6 ± 2.0]; <em>p</em> = 0.020) and EXT ([11.94 ± 2.22]; <em>p</em> < 0.001). Affective valence was higher for MUS than for INT ([2.7 ± 1.4] vs. [2.1 ± 1.5]; <em>p</em> = 0.011). Manipulating attentional focus did not alter muscle activation for a light-intensity isometric muscular endurance task, though MUS was reported as more positive and requiring less exertion to complete than INT. Using music can therefore be recommended during light-intensity isometric exercise based on the psychological benefits observed.</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"6 4","pages":"Pages 394-401"},"PeriodicalIF":2.3,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666337624000088/pdfft?md5=47a49e15acab2e3457acc2f5e44c6f78&pid=1-s2.0-S2666337624000088-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142148196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Demystifying roles of exercise in immune response regulation against acute respiratory infections: A narrative review","authors":"Denny Agustiningsih , Tri Wibawa","doi":"10.1016/j.smhs.2024.01.004","DOIUrl":"10.1016/j.smhs.2024.01.004","url":null,"abstract":"<div><p>The benefits of physical activity and exercise, especially those classified as moderate-to-vigorous activity (MVPA), have been well-established in preventing non-communicable diseases and mental health problems in healthy adults. However, the relationship between physical activity and exercise and the prevention and management of acute respiratory infection (ARI), a global high-burden disease, has been inconclusive. There have been debates and disagreements among scientific publications regarding the relationship between exercise and immune response against the causative agents of ARI. This narrative review aims to explore the theory that sufficiently explains the correlation between exercise, immune response, and ARI. The potential root causes of discrepancies come from research associated with the “open window” hypothesis. The studies have several limitations, and future improvements to address them are urgently needed in the study design, data collection, exercise intervention, subject recruitment, biomarkers for infection and inflammation, nutritional and metabolism status, and in addressing confounding variables. In conclusion, data support the clinical advantages of exercise have a regulatory contribution toward improving the immune response, which in turn potentially protects humans fromARI. However, the hypothesis related to its negative effect must be adopted cautiously.</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"6 2","pages":"Pages 139-153"},"PeriodicalIF":0.0,"publicationDate":"2024-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666337624000040/pdfft?md5=61261b8de738b12a9418618c5d08113f&pid=1-s2.0-S2666337624000040-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139537515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Acute Pilates and plyometric exercise in school-based settings improve attention and mathematics performance in high school students","authors":"Muhammed M. Atakan , Betül Atakan","doi":"10.1016/j.smhs.2023.12.008","DOIUrl":"10.1016/j.smhs.2023.12.008","url":null,"abstract":"<div><p>The aim of this study was to examine the effects of acute Pilates and plyometric exercise in a school-based setting on attention and mathematics test performance in high school students. Forty 10<sup>th</sup>-grade students (21 females and 19 males; age: [15.0 ± 0.5] years, body mass index: [21.4 ± 2.8] kg/m<sup>2</sup>) participated in this crossover and quasi-experimental study. In week 1, students were familiarized with the d2 test of attention and Pilates and plyometric exercises activities, and body composition measurements were taken. In both weeks 2 and 3, students completed the d2 test of attention and mathematics test with 20 questions following a single session of low-to-moderate-intensity exercise and a classroom-based non-exercise activity, in a non-randomized order. The exercise sessions included 30 mins of plyometric exercises for male students and Pilates exercise for female students, with intensities corresponding to 10–14 on the Borg rating of perceived exertion scale<sub>6-20</sub>. Compared to the non-exercise activity, a 30-min of Pilates and plyometric exercise resulted in significant improvements in attention score (mean difference [Δ] = 54.5 score; <em>p</em> < 0.001; Cohen's effect sizes [<em>d</em>] = 1.26) and concentration performance (Δ = 20.7 score; <em>p</em> = 0.003; <em>d</em> = 0.51). The students scored significantly higher on the mathematics test after participating in the exercise sessions compared to the non-exercise condition (Δ<em>%</em> = 11.7; <em>p</em> < 0.001; <em>d</em> = 0.76). There were no significant differences between genders (<em>p</em> > 0.05). These findings demonstrate the effectiveness of acute light-to-moderate-intensity Pilates and plyometric exercises in school-based settings for improving attention and mathematics performance in adolescents.</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"6 2","pages":"Pages 185-192"},"PeriodicalIF":0.0,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666337623001002/pdfft?md5=efa4a1734628882c7fb1a8f2de3a2f0a&pid=1-s2.0-S2666337623001002-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139194302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Potential neurophysiological and biomechanical risk factors for sport-related back problems: A scoping review","authors":"Erika Zemková , Banafsheh Amiri , Henrieta Horníková , Ludmila Zapletalová","doi":"10.1016/j.smhs.2023.12.006","DOIUrl":"10.1016/j.smhs.2023.12.006","url":null,"abstract":"<div><p>This scoping review aims (1) to map the literature dealing with neurophysiological and biomechanical aspects of back problems in athletes in order to identify valid risk-factors for their prevention, plus (2) to identify gaps in the existing research and propose suggestions for future studies. A literature search conducted with Scopus, Web of Science, MEDLINE and Cochrane Library was completed by Elsevier, SpringerLink and Google Scholar. The main neurophysiological risk factors identified leading to back problems in athletes are neuromuscular imbalance, increased muscle fatigability, muscle dysfunction and impaired motor control, whilst biomechanical risk factors include maladaptive spinal, spinopelvic and lower limb kinematics, side-to-side imbalances in axial strength and hip rotation range of motion, spinal overloading and deficits in movement pattern. However, most studies focused on back pain in the lumbar region, whereas less attention has been paid to thoracic and cervical spine problems. The range of sports where this topic has been studied is relatively small. There is a lack of research in sports in which the core muscles are highly involved in specific movements such as lifting weights or trunk rotations. A limited number of studies include female athletes and master athletes of both genders. In addition to chronic back pain patients, it is equally important to conduct research on healthy athletes with a predisposition to spine problems. Investigators should focus their empirical work on identifying modifiable risk factors, predict which athletes are at risk for back problems, and develop personalized sport-specific assessment tools and targeted prevention strategies for them.</p><p>This review was registered using the Open Science Framework Registries (<span>https://osf.io/ha5n7</span><svg><path></path></svg>).</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"6 2","pages":"Pages 123-138"},"PeriodicalIF":0.0,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666337623000987/pdfft?md5=614b607dd5869cef70e03fb647f1fe14&pid=1-s2.0-S2666337623000987-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139195753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tomé Edson dos Reis Moda , Ricardo Borges Viana , Rayra Khalinka Neves Dias , Eduardo Macedo Penna , Victor Silveira Coswig
{"title":"Responsiveness of functional performance and muscle strength, power, and size to resistance training: A systematic review","authors":"Tomé Edson dos Reis Moda , Ricardo Borges Viana , Rayra Khalinka Neves Dias , Eduardo Macedo Penna , Victor Silveira Coswig","doi":"10.1016/j.smhs.2023.12.003","DOIUrl":"10.1016/j.smhs.2023.12.003","url":null,"abstract":"<div><p>There is a recent and growing interest in assessing differential responders to resistance training (RT) for diverse outcomes. Thus, the individual ability to respond to an intervention for a specific measurement, called responsiveness, remains to be better understood. Thus, the current study aimed to summarize the available information about the effects of RT on functional performance and muscle strength, power, and size in healthy adults, through the prevalence rate in different responsiveness classifications models. A systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) and was registered at the International Prospective Register of Systematic Reviews (PROSPERO, CRD42021265378). PubMed/MEDLINE, Scopus, and Embase databases were systematically searched in October 2023. A total of 13 studies were included, totaling 921 subjects. Only two studies presented a low risk of bias. Regarding the effectiveness of RT, the prevalence rate for non-responders ranged from 0% to 44% for muscle strength, from 0% to 84% for muscle size, and from 0% to 42% for functional performance, while for muscle power, the only study found showed a responsiveness rate of 37%. In conclusion, a wide range of differential responders is described for all variables investigated. However, the evidence summarized in this systematic review suggested some caution while interpreting the findings, since the body of evidence found seems to be incipient, and widely heterogeneous in methodological and statistical aspects.</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"6 2","pages":"Pages 111-122"},"PeriodicalIF":0.0,"publicationDate":"2023-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666337623000951/pdfft?md5=2535c0cc888661d3a8a1fd6bbd25f80e&pid=1-s2.0-S2666337623000951-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139018496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Protein expression changes in Tibetan middle-to-long distance runners after the transition from high altitude to low altitude: Implications for enhancing endurance training","authors":"","doi":"10.1016/j.smhs.2023.12.005","DOIUrl":"10.1016/j.smhs.2023.12.005","url":null,"abstract":"<div><p>The study aims to investigate the differences in protein expressions in Xizang's (Tibetan) middle-to-long distance runners after the transition from high altitude to low altitude and reveal the molecular mechanisms underlying their enhanced middle-to-long distance running performance. In the study, eleven subjects were selected from native Tibetan middle-to-long distance runners to participate in an 8-week pre-competition exercise training program consisting of a 6-week training stage in Kangding City at an altitude of 2 560 meters (m) and a subsequent 2-week training stage in Leshan City at an altitude of 360 m. Blood samples were collected twice from the runners before beginning altitude exercise training in Kangding and after going to sea level - Leshan City. Using a label-free quantitative method, peptides in the samples were analyzed by mass spectrometry. Proteomic analysis was performed to identify differentially expressed proteins and predict their biological functions. A total of 846 proteins were identified in the 21 samples, including 719 quantified proteins. In total, 49 significantly differentially expressed proteins (<em>p</em> < 0.05) were identified, including twenty-eight 0.2-fold up-regulated proteins or twenty-one 0.17-fold down-regulated proteins. The up-regulated proteins, including cystic fibrosis transmembrane conductance regulator (CFTR) and carbonic anhydrase I (CAI), were of particular interest due to their role in regulating the oxygen saturation in deep tissues. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicated that these proteins were mainly involved in regulating actin cytoskeleton, local adhesion, biotin absorption and metabolism, immune system, cancer, and membrane transport processes. In conclusion, Tibetan middle-to-long distance runners who resided in high-altitude areas benefited from repeated plateau-plain alternate training mode during the pre-competition period. The training mode induced positive changes in peripheral blood plasma proteins (CFTR and CAI), the biomarkers associated with aerobic capacity. Among the 11 runners, one female athlete won the gold medal in the 3 000-m running event in this competition, demonstrating that the plateau-plain alternate training mode could enhance the aerobic capacity of athletes.</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"6 4","pages":"Pages 370-377"},"PeriodicalIF":2.3,"publicationDate":"2023-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666337623000975/pdfft?md5=58470a941ad9fe65979bce2289dddc56&pid=1-s2.0-S2666337623000975-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139014435","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Maria Doumparatzi, Panagiota Sotiriou, Asterios Deligiannis, Evangelia Kouidi
{"title":"Electrocardiographic characteristics of pediatric and adolescent football players","authors":"Maria Doumparatzi, Panagiota Sotiriou, Asterios Deligiannis, Evangelia Kouidi","doi":"10.1016/j.smhs.2023.12.004","DOIUrl":"10.1016/j.smhs.2023.12.004","url":null,"abstract":"<div><p>Electrocardiographic characteristics of children and adolescents present differences compared to adults. The aim of our work was to study electrocardiograms (ECGs) of football male players from childhood to late adolescence and examine if the ECG parameters are influenced by systematic exercise. One thousand fifty-four football players participated and formed four groups. Group A included 89 players aged 5–7 years, group B 353 players aged 8–11 years, group C consisted of 355 football players 12-15 yearsold and group D of 257 players with 16–18 years of age. All participants underwent preparticipation screening, including 12-lead surface ECG. Heart rate (HR), PR, RR, QRS, QT, QTc intervals, QT dispersion (QTdisp) and QRS axis were calculated. All ECGs were evaluated according to the current preparticipation cardiac screening guidelines, that refer to athletes aged 12–35 years and do not include pediatric players. Eleven percent of the participants presented an ECG finding. Group D obtained the lowest values of HR, QTc and the highest of PR, RR, QRS, QT intervals and QTdisp, whereas no differences in QRS axis were reported. Incomplete Right Bandle Branch Block (RBBB) was the most frequent ECG peculiarity, detected in 7.3% of the participants. Years of training were statistically significantly correlated to HR, PR, RR, QRS and QT intervals. In conclusion, guidelines for ECG interpretation of athletes in childhood, early and late adolescence are needed.</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"6 2","pages":"Pages 179-184"},"PeriodicalIF":0.0,"publicationDate":"2023-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666337623000963/pdfft?md5=07e254697d2eee89a1be92eb2c9c2d11&pid=1-s2.0-S2666337623000963-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139019467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A single session of strength training changed plasma levels of resistin, but not leptin in overweight and obese men","authors":"","doi":"10.1016/j.smhs.2023.12.001","DOIUrl":"10.1016/j.smhs.2023.12.001","url":null,"abstract":"<div><p>Obesity has a complex multifactorial etiology and is characterized by excessive accumulation of adipose tissue. Visceral adipose tissue has deleterious effects on health because it secretes large amounts of inflammatory cytokines. Nutritional calorie restriction associated with strength training may be useful in managing chronic systemic inflammation. This study aimed to evaluate the acute effect of a single strength-training session on plasma adipokine levels in sedentary, overweight, and obese young men. This study included twelve men (Age: [34.95 ± 9.77] years; Height: [174.16 ± 3.66] centimeter [cm]; Weight: [97.83 ± 12.87] kilogram (kg); body mass index [BMI]: [32.30 ± 4.51] kg/m<sup>2</sup>), who performed a single strength training session. The strength training protocol consisted of 4 sets of 12 repetitions in the following six exercises, 45° leg press, bench press, leg extension, machine row, leg curl, and shoulder press. Blood samples were collected before, immediately after, and 1-h subsequent after strength training. The plasma levels of resistin and leptin were measured. A significant decrease in resistin levels were found 1 h after the strength training session if compared to levels before the training session (pre-[before] [2 390 ± 1 199] picograms per milliliter [pg/mL] vs post-1 h [1-h subsequent] [1 523 ± 798],6 pg/mL, <em>p</em> = 0.002 8). The plasma leptin levels did not differ at any time point. In conclusion, a very well controlled single session of strength training significantly decreased the plasma levels of resistin without altering the concentration of leptin in overweight and obese individuals. This effect, at least in part, supports the benefits of exercise by reducing the low grade inflammation and insulin resistance in obesity.</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"6 4","pages":"Pages 324-330"},"PeriodicalIF":2.3,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666337623000938/pdfft?md5=661cf3dd754013e831481a65492430d4&pid=1-s2.0-S2666337623000938-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139015099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rafael R. Machado , Marcelo Palinkas , Paulo B. de Vasconcelos , Sara Gollino , Veridiana W. Arnoni , Marcos Vinicios R. Prandi , Isabela H. Regalo , Selma Siéssere , Simone C.H. Regalo
{"title":"Lower limb balance, ankle dorsiflexion, orofacial tissue pressure, and occlusal force of rugby players","authors":"Rafael R. Machado , Marcelo Palinkas , Paulo B. de Vasconcelos , Sara Gollino , Veridiana W. Arnoni , Marcos Vinicios R. Prandi , Isabela H. Regalo , Selma Siéssere , Simone C.H. Regalo","doi":"10.1016/j.smhs.2023.12.002","DOIUrl":"10.1016/j.smhs.2023.12.002","url":null,"abstract":"<div><p>This cross-sectional study examined the lower limb balance, ankle dorsiflexion, orofacial tissue pressure, and occlusal strength of rugby players. Twenty-six participants were divided into groups: rugby players (<em>n</em> = 13) and healthy sedentary adults (<em>n</em> = 13). Participants underwent an analysis of lower limb balance using a composite score (Y-Balance Test). Ankle dorsiflexion was measured using the Lunge Test. The Iowa Oral Performance Instrument was employed to measure orofacial tissue pressure. Bite force was measured with a dynamometer, and T-Scan assessed occlusal contact distribution. Data were analyzed using the <em>t</em>-test (<em>p</em> < 0.05) and ANCOVA with age and weight as covariates, where it is possible to verify that these factors did not influence the results obtained. Significant differences were observed in the balance of the right (<em>p</em> = 0.07) and left (<em>p</em> = 0.02) lower limbs, where rugby players had lower composite scores. There were significant differences in the right (<em>p</em> = 0.005) and left (<em>p</em> = 0.004) lunges, with rugby players showing lower values, as well as lower tongue pressure (<em>p</em> = 0.01) and higher lip pressure (<em>p</em> = 0.03), with significant differences to sedentary participants. There was no significant difference in molar bite force and distribution occlusal contacts between groups. Rugby seems to reduce lower limb displacement, cause ankle hypomobility, lead to changes in orofacial tissues, particularly the tongue and lips. This study is significant for identifying significant differences between rugby players and sedentary individuals, providing new insights into the impact of rugby on health and performance, which can benefit sports training and injury prevention.</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"6 2","pages":"Pages 173-178"},"PeriodicalIF":0.0,"publicationDate":"2023-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S266633762300094X/pdfft?md5=757099956d24f9cd265994a9d8affcd7&pid=1-s2.0-S266633762300094X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138625141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Justin Aflatooni , Steven Martin , Adib Edilbi , Pranav Gadangi , William Singer , Robert Loving , Shreya Domakonda , Nandini Solanki , Patrick C. McCulloch , Bradley Lambert
{"title":"A novel non-invasive method for predicting bone mineral density and fracture risk using demographic and anthropometric measures","authors":"Justin Aflatooni , Steven Martin , Adib Edilbi , Pranav Gadangi , William Singer , Robert Loving , Shreya Domakonda , Nandini Solanki , Patrick C. McCulloch , Bradley Lambert","doi":"10.1016/j.smhs.2023.09.003","DOIUrl":"10.1016/j.smhs.2023.09.003","url":null,"abstract":"<div><p>Fractures are costly to treat and can significantly increase morbidity. Although dual-energy x-ray absorptiometry (DEXA) is used to screen at risk people with low bone mineral density (BMD), not all areas have access to one. We sought to create a readily accessible, inexpensive, high-throughput prediction tool for BMD that may identify people at risk of fracture for further evaluation. Anthropometric and demographic data were collected from 492 volunteers (♂275, ♀217; [44 ± 20] years; Body Mass Index (BMI) = [27.6 ± 6.0] kg/m<sup>2</sup>) in addition to total body bone mineral content (BMC, kg) and BMD measurements of the spine, pelvis, arms, legs and total body. Multiple-linear-regression with step-wise removal was used to develop a two-step prediction model for BMC followed by BMC. Model selection was determined by the highest adjusted <em>R</em><sup>2</sup>, lowest error of estimate, and lowest level of variance inflation (<em>α</em> = 0.05). Height (HTcm), age (years), sex<sup>m=1, f=0</sup>, %body fat (%fat), fat free mass (FFMkg), fat mass (FMkg), leg length (LLcm), shoulder width (SHWDTHcm), trunk length (TRNKLcm), and pelvis width (PWDTHcm) were observed to be significant predictors in the following two-step model (<em>p</em> < 0.05). Step1: BMC (kg) = (0.006 3 <span><math><mrow><mo>×</mo></mrow></math></span> HT) + (−0.002 4 <span><math><mrow><mo>×</mo></mrow></math></span> AGE) + (0.171 2 <span><math><mrow><mo>×</mo></mrow></math></span> SEX<sup>m=1, f=0</sup>) + (0.031 4 <span><math><mrow><mo>×</mo></mrow></math></span> FFM) + (0.001 <span><math><mrow><mo>×</mo></mrow></math></span> FM) + (0.008 9 <span><math><mrow><mo>×</mo></mrow></math></span> SHWDTH) + (−0.014 5 <span><math><mrow><mo>×</mo></mrow></math></span> TRNKL) + (−0.027 8 <span><math><mrow><mo>×</mo></mrow></math></span> PWDTH) - 0.507 3; <em>R</em><sup>2</sup> = 0.819, <em>SE</em> ± 0.301. Step2: Total body BMD (g/cm<sup>2</sup>) = (−0.002 8 <span><math><mrow><mo>×</mo></mrow></math></span> HT) + (−0.043 7 <span><math><mrow><mo>×</mo></mrow></math></span> SEX<sup>m=1, f=0</sup>) + (0.000 8 <span><math><mrow><mo>×</mo></mrow></math></span> %FAT) + (0.297 0 <span><math><mrow><mo>×</mo></mrow></math></span> BMC) + (−0.002 3 <span><math><mrow><mo>×</mo></mrow></math></span> LL) + (0.002 3 <span><math><mrow><mo>×</mo></mrow></math></span> SHWDTH) + (−0.002 5 <span><math><mrow><mo>×</mo></mrow></math></span> TRNKL) + (−0.011 3 <span><math><mrow><mo>×</mo></mrow></math></span> PWDTH) + 1.379; <em>R</em><sup><em>2</em></sup> = 0.89, <em>SE</em> ± 0.054. Similar models were also developed to predict leg, arm, spine, and pelvis BMD (<em>R</em><sup><em>2</em></sup> = 0.796–0.864, <em>p</em> < 0.05). The equations developed here represent promising tools for identifying individuals with low BMD at risk of fracture who would benefit from further evaluation, especially in the resource or time restricted setting.</p></div>","PeriodicalId":33620,"journal":{"name":"Sports Medicine and Health Science","volume":"5 4","pages":"Pages 308-313"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S266633762300063X/pdfft?md5=026f0f312ea15c956c0350e8f5526b50&pid=1-s2.0-S266633762300063X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135255265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}