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Matłosz P, Makivic B, Csapo R, Hume P, Mitter B, Martínez-Rodríguez A, Bauer P. Body fat of competitive volleyball players: a systematic review with meta-analysis. J Int Soc Sports Nutr 2023; 20:2246414. [PMID: 37578094 PMCID: PMC10431728 DOI: 10.1080/15502783.2023.2246414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 08/03/2023] [Indexed: 08/15/2023] Open
Abstract
BACKGROUND Reference values of body fat for competitive volleyball players are lacking, making it difficult to interpret measurement results. This review systematically summarized published data on the relative body fat of volleyball players and calculated potential differences between sex, measurement method, and competitive level. METHODS The protocol followed the Preferred Reported Items for Systematic Reviews and Meta-Analysis guidelines. The literature search was conducted using five electronic databases to retrieve all relevant publications from January 1, 2010, to July 1, 2021. The 63 studies including 2607 players that met the inclusion criteria were analyzed using random-effects models. Data were reported as pooled mean body fat with 95% confidence intervals. RESULTS Body fat for males and females was 12.8% (11.9-13.8%) and 22.8% (21.9-23.7%), respectively. Body fat was 18.3% (16.3-20.4%) measured via skinfolds, 18.4% (15.6-21.2%) via bioelectrical impedance analysis, 24.2% (20.4-28.0%) via dual-energy x-ray absorptiometry and 21.6% (17.4-25.8%) via densitometry. Regional, national, and international-level players had body fat values of 19.5% (17.8-21.2%), 20.3% (18.6-22.0%), and 17.9% (15.7-20.4%), respectively. When the meta-regression was adjusted for the variables sex, measurement method, and competitive level, a significant difference between sex (p < 0.001), dual-energy x-ray absorptiometry and skinfolds (p = 0.02), and national and international-level players (p = 0.02) was found. However, sensitivity analysis revealed that findings regarding measurement method and competitive level were not robust and should, therefore, be interpreted with caution. CONCLUSIONS Despite the limitations of published data, this meta-analysis provided pooled values for body fat of male and female volleyball players for different competitive levels and measurement methods.
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Affiliation(s)
- Piotr Matłosz
- Rzeszow University, Institute of Physical Culture Sciences, Medical College, Rzeszow, Poland
| | - Bojan Makivic
- University of Applied Sciences, Wiener Neustadt, Austria
| | - Robert Csapo
- University of Vienna, Centre for Sports Science and University Sports, Vienna, Austria
| | - Patria Hume
- Auckland University of Technology, Sports Performance Research Institute New Zealand (SPRINZ), Auckland, New Zealand
| | - Benedikt Mitter
- University of Vienna, Centre for Sports Science and University Sports, Vienna, Austria
| | - Alejandro Martínez-Rodríguez
- University of Alicante, Department of Analytical Chemistry, Nutrition and Food Sciences, Faculty of Sciences, Alicante, Spain
| | - Pascal Bauer
- University of Vienna, Centre for Sports Science and University Sports, Vienna, Austria
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Bârsan M, Chelaru VF, Râjnoveanu AG, Popa ȘL, Socaciu AI, Bădulescu AV. Difference in Levels of Vitamin D between Indoor and Outdoor Athletes: A Systematic Review and Meta-Analysis. Int J Mol Sci 2023; 24:ijms24087584. [PMID: 37108748 PMCID: PMC10147028 DOI: 10.3390/ijms24087584] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 04/11/2023] [Accepted: 04/18/2023] [Indexed: 04/29/2023] Open
Abstract
Vitamin D, its importance in different processes taking place in the human body, the effects of abnormal levels of this hormone, either too low or too high, and the need for supplementation have been extensively researched thus far. Variances in exposure to sunlight can cause vitamin D levels to fluctuate. Indoor activity can be a factor for these fluctuations and can lead to a decrease in vitamin D levels. We conducted a systematic review and meta-analysis aiming to identify whether indoor compared to outdoor training has a significant influence on vitamin D levels; we also performed subgroup analyses and multivariate meta-regression. The type of training has an impact on vitamin D levels that is influenced by multiple cofounders. In a subgroup analysis not considering cofounders, the mean serum vitamin D was 3.73 ng/mL higher in outdoor athletes, a difference which barely fails to achieve significance (p = 0.052, a total sample size of 5150). The indoor-outdoor difference is only significant (clinically and statistically) when considering studies performed exclusively on Asian athletes (a mean difference of 9.85 ng/mL, p < 0.01, and a total sample size of 303). When performing the analyses within each season, no significant differences are observed between indoor and outdoor athletes. To control for multiple cofounders (the season, latitude, and Asian/Caucasian race) simultaneously, we constructed a multivariate meta-regression model, which estimated a serum vitamin D concentration lower by 4.446 ng/mL in indoor athletes. While a multivariate model suggests that outdoor training is associated with slightly higher vitamin D concentrations when controlling for the season, latitude, and Asian/Caucasian race, the type of training has a numerically and clinically small impact. This suggests that vitamin D levels and the need for supplementation should not be decided based on training type alone.
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Affiliation(s)
- Maria Bârsan
- Department of Occupational Medicine, 'Iuliu Hațieganu' University of Medicine and Pharmacy Cluj-Napoca, 400347 Cluj-Napoca, Romania
| | - Vlad-Florin Chelaru
- Faculty of Medicine, 'Iuliu Hațieganu' University of Medicine and Pharmacy Cluj-Napoca, 400347 Cluj-Napoca, Romania
| | - Armand-Gabriel Râjnoveanu
- Department of Occupational Medicine, 'Iuliu Hațieganu' University of Medicine and Pharmacy Cluj-Napoca, 400347 Cluj-Napoca, Romania
| | - Ștefan Lucian Popa
- 2nd Medical Department, 'Iuliu Hațieganu' University of Medicine and Pharmacy Cluj-Napoca, 400347 Cluj-Napoca, Romania
| | - Andreea-Iulia Socaciu
- Department of Occupational Medicine, 'Iuliu Hațieganu' University of Medicine and Pharmacy Cluj-Napoca, 400347 Cluj-Napoca, Romania
| | - Andrei-Vlad Bădulescu
- Faculty of Medicine, 'Iuliu Hațieganu' University of Medicine and Pharmacy Cluj-Napoca, 400347 Cluj-Napoca, Romania
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Rockwell MS, Kostelnik SB, McMillan RP, Lancaster M, Larson-Meyer DE, Hulver MW. An Association between Bioavailable 25-Hydroxyvitamin D and Bone Mineral Density in a Diverse Cohort of Collegiate Athletes. Med Sci Sports Exerc 2021; 54:371-376. [PMID: 34652336 DOI: 10.1249/mss.0000000000002807] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
INTRODUCTION Although vitamin D is intimately involved in bone metabolism, the relationship between vitamin D status, as measured by serum total 25-hydroxyvitamin D [25(OH)D] concentration, and bone mineral density (BMD) is weak, particularly in non-White populations. Measurement of bioavailable 25(OH)D has been suggested as a better indicator of vitamin D status than total 25(OH)D concentration. To date, the bioavailable 25(OH)D biomarker has been explored minimally in athletic populations. The purpose of this study was to investigate the relationship between total and bioavailable 25(OH)D concentrations and BMD in collegiate athletes. METHODS NCAA Division 1 basketball and swimming athletes served as study participants (n = 53; 28 females, 25 males; 28 basketball players, 25 swimmers). All participants completed dual energy x-ray absorptiometry (DXA) scans for analysis of BMD, blood draws for vitamin D measures, and diet/lifestyle questionnaires. RESULTS Overall, total 25(OH)D was 80.0 + 13.9 nmol/L and bioavailable 25(OH)D was 6.0 ± 1.9 nmol/L. There was strong disagreement between total 25(OH)D and bioavailable 25(OH)D concentrations (κ = -0.299; r = -0.129) (p = 0.100); 53% of total participants and 77% of Black participants were classified differently (low vs. normal vitamin D status) based on total and bioavailable 25(OH)D criteria. Black participants had significantly lower total 25(OH)D and higher bioavailable 25(OH)D concentrations than White participants (59.5 vs. 102.5 nmol/L and 7.9 vs. 5.4 nmol/L, respectively) (p < 0.001). Total 25(OH)D and total BMD were not correlated, but bioavailable 25(OH)D and total BMD demonstrated a positive correlation (r = 0.618, p < 0.01). CONCLUSIONS These results suggest that bioavailable 25(OH)D concentration may be a better clinical measure of vitamin D status than total 25(OH)D in collegiate athletes as related to BMD, particularly in Black athletes. Further research on the utility of the bioavailable 25(OH)D biomarker in athletes is needed.
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Affiliation(s)
- Michelle S Rockwell
- Fralin Life Sciences Institute, Virginia Tech, Blacksburg, VA Department of Family and Community Medicine, Virginia Tech Carilion School of Medicine, Roanoke, VA Department of Human Nutrition, Foods, and Exercise, Blacksburg, VA The Metabolism Core at Virginia Tech, Blacksburg, VA
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Paradoxical Relationships between Serum 25(OH)D and Ferritin with Body Composition and Burnout: Variation by Sex and Sports Team. ENDOCRINES 2021. [DOI: 10.3390/endocrines2030030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Adequate serum vitamin D and iron levels are thought to influence physical training adaptations and mood positively. The primary purpose of this prospective, observational study was to investigate relationships between serum 25-OH vitamin D/25(OH)D and serum ferritin levels with body composition and athlete burnout symptoms. Seventy-three collegiate athletes (female: n = 49; male: n = 24) from indoor (swimming, basketball) and outdoor (soccer, cross-country) sports were tested pre-season and post-season for serum 25(OH)D and serum ferritin (nutrient biomarkers) via venipuncture; body composition (total lean mass, bone mineral density/BMD, and % body fat) via dual energy X-ray absorptiometry (DXA) scans; and athlete burnout symptoms (post-season) via the athlete burnout questionnaire (ABQ). When male and female cohorts were combined, significant correlations (Pearson’s r) were noted between pre-season serum 25(OH)D versus the change (∆: post-season minus pre-season) in both BMD (r = −0.34; p = 0.0003) and % body fat (r = −0.28; p = 0.015). Serum ferritin ∆ was significantly associated with lean mass ∆ (r = −0.34; p = 0.003). For burnout symptoms, serum 25(OH)D ∆ significantly explained 20.6% of the variance for devaluation of the sport in the male cohort only. Across time, serum 25(OH)D levels decreased while serum ferritin levels increased, non-significantly, in both males and females. Relationships between nutrient biomarkers and body composition were opposite of physiological expectations.
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Stojanović E, Jakovljević V, Scanlan AT, Dalbo VJ, Radovanović D. Vitamin D 3 supplementation reduces serum markers of bone resorption and muscle damage in female basketball players with vitamin D inadequacy. Eur J Sport Sci 2021; 22:1532-1542. [PMID: 34240659 DOI: 10.1080/17461391.2021.1953153] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
This study aimed to investigate the effect of vitamin D3 supplementation at a dose of 4,000 IU/day for 6 weeks on serum levels of: 25-hydroxyvitamin D [25(OH)D], bone turnover [osteocalcin and carboxy-terminal telopeptides of crosslinks of type I collagen (CTx-I)], and muscle damage [lactate dehydrogenase (LDH) and creatine kinase (CK)] in middle adolescent (15-18 years) and late-adolescent to early adulthood (19-30 years) female basketball players with inadequate vitamin D status. Participants (N=24) were randomly assigned in a double-blind manner into a vitamin D or placebo group. Data were analyzed using separate 2×2x2 mixed ANOVAs with one within-subjects factor (time) and two between-subjects factors (condition and age). When a significant interaction was observed, the intra-group changes were assessed using paired t tests and Hedge's g. Paired t-tests comparing intra-group changes in the vitamin D condition revealed a non-significant large improvement in 25(OH)D (p = 0.06; g = 0.86), non-significant small decreases in CTx-I (p = 0.13; g = -0.22) and CK (p = 0.07; g = -0.26), as well as a significant moderate decrease in LDH (p = 0.004; g = -0.74). Paired t-tests comparing intra-group changes in the placebo condition revealed a significant moderate decline in 25(OH)D (p <0.001; g = -0.77), as well as significant small increases in CTx-I (p = 0.04; g = 0.47) and CK (p = 0.04; g = 0.36). Vitamin D3 supplementation at 4,000 IU/day could be effective in reducing bone resorption and muscle damage in female basketball players with inadequate baseline vitamin D, irrespective of age.
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Affiliation(s)
- Emilija Stojanović
- Faculty of Sport and Physical Education, University of Niš, Niš, Serbia.,Faculty of Medical Sciences, Department of Physiology, University of Kragujevac, Kragujevac, Serbia
| | - Vladimir Jakovljević
- Faculty of Medical Sciences, Department of Physiology, University of Kragujevac, Kragujevac, Serbia.,Department of Human Pathology, Moscow State Medical University IM Sechenov, Moscow, Russia
| | - Aaron T Scanlan
- Human Exercise and Training Laboratory, School of Health, Medical and Applied Sciences, Central Queensland University, Rockhampton, Australia
| | - Vincent J Dalbo
- Human Exercise and Training Laboratory, School of Health, Medical and Applied Sciences, Central Queensland University, Rockhampton, Australia
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Stojanović E, Radovanović D, Hew-Butler T, Hamar D, Jakovljević V. Vitamin D in Basketball Players: Current Evidence and Future Directions. Sports Health 2021; 14:377-388. [PMID: 34085865 DOI: 10.1177/19417381211019343] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
CONTEXT Despite growing interest in quantifying and correcting vitamin D inadequacy in basketball players, a critical synthesis of these data is yet to be performed to overcome the low generalizability of findings from individual studies. OBJECTIVE To provide a comprehensive analysis of data in basketball pertaining to (1) the prevalence of vitamin D inadequacy; (2) the effects of vitamin D supplementation on 25-hydroxyvitamin D [25(OH)D] concentration (and its association with body composition), bone health, and performance; and (3) crucial aspects that warrant further investigation. DATA SOURCES PubMed, MEDLINE, ERIC, Google Scholar, SCIndex, and ScienceDirect databases were searched. STUDY SELECTION After screening, 15 studies were included in the systematic review and meta-analysis. STUDY DESIGN Systematic review and meta-analysis. LEVEL OF EVIDENCE Level 3. DATA EXTRACTION The prevalence of vitamin D inadequacy, serum 25(OH)D, body composition, stress fractures, and physical performance were extracted. RESULTS The pooled prevalence of vitamin D inadequacy for 527 basketball players in 14 studies was 77% (P < 0.001; 95% CI, 0.70-0.84). Supplementation with 4000 IU/d and 4000 IU/wk (absolute mean difference [AMD]: 25.39 nmol/L; P < 0.001; 95% CI, 13.44-37.33), as well as 10,000 IU/d (AMD: 100.01; P < 0.001; 95% CI, 70.39-129.63) vitamin D restored 25(OH)D to normal concentrations. Body composition data revealed inverse correlations between changes in serum 25(OH)D (from pre- to postsupplementation) and body fat (r = -0.80; very large). Data concerning positive impacts of vitamin D supplementation on bone health and physical performance remain sparse. CONCLUSION The high proportion of vitamin D inadequacy underscores the need to screen for serum 25(OH)D in basketball players. Although supplementation restored vitamin D sufficiency, the beneficial effects on bone health and physical performance remain sparse. Adiposity can modulate 25(OH)D response to supplementation.
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Affiliation(s)
- Emilija Stojanović
- Faculty of Sport and Physical Education, University of Niš, Niš, Serbia.,Faculty of Medical Sciences, Department of Physiology, University of Kragujevac, Kragujevac, Serbia
| | | | - Tamara Hew-Butler
- Faculty of Exercise and Sport Science, Division of Kinesiology, Health and Sport Studies, Wayne State University, Detroit, Michigan
| | - Dušan Hamar
- Faculty of Physical Education and Sport, Department of Sports Kinanthropology, Comenius University in Bratislava, Bratislava, Slovakia
| | - Vladimir Jakovljević
- Faculty of Medical Sciences, Department of Physiology, University of Kragujevac, Kragujevac, Serbia.,Department of Human Pathology, Moscow State Medical University IM Sechenov, Moscow, Russia
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