1
|
Romanowicz GE, Popp K, Dinh E, Harker IR, Leguineche K, Hughes JM, Ackerman KE, Bouxsein ML, Guldberg RE. Deciphering Risk of Recurrent Bone Stress Injury in Female Runners Using Serum Proteomics Analysis and Predictive Models. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.12.03.24318372. [PMID: 39677448 PMCID: PMC11643168 DOI: 10.1101/2024.12.03.24318372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
Up to 40% of elite athletes experience bone stress injuries (BSIs), with 20-30% facing reinjury. Early identification of runners at high risk of subsequent BSI could improve prevention strategies. However, the complex etiology and multifactorial risk factors of BSIs makes identifying predictive risk factors challenging. In a study of 30 female recreational athletes with tibial BSIs, 10 experienced additional BSIs over a 1-year period, prompting investigation of systemic biomarkers of subsequent BSIs using aptamer-based proteomic technology. We hypothesized that early proteomic signatures could discriminate runners who experienced subsequent BSIs. 1,500 proteins related to metabolic, immune, and bone healing pathways were examined. Using supervised machine learning and genetic programming methods, we analyzed serum protein signatures over the 1-year monitoring period. Models were also created with clinical metrics, including standard-of-care blood analysis, bone density measures, and health histories. Protein signatures collected within three weeks of BSI diagnosis achieved the greatest separation by sparse partial least squares discriminant analysis (sPLS-DA), clustering single and recurrent BSI individuals with a mean accuracy of 96 ± 0.02%. Genetic programming models independently verified the presence of candidate biomarkers, including fumarylacetoacetase, osteopontin, and trypsin-2, which significantly outperformed clinical metrics. Time-course differential expression analysis highlighted 112 differentially expressed proteins in individuals with additional BSIs. Gene set enrichment analysis mapped these proteins to pathways indicating increased fibrin clot formation and decreased immune signaling in recurrent BSI individuals. These findings provide new insights into biomarkers and dysregulated protein pathways associated with recurrent BSI and may lead to new preventative or therapeutic intervention strategies. One Sentence Summary Our study identified candidate serum biomarkers to predict subsequent bone stress injuries in female runners, offering new insights for clinical monitoring and interventions.
Collapse
|
2
|
Moradi F, Yazdani A, Nematolahi F, Hosseini-Roknabadi SM, Sharifi N. Prevalence of supplement usage and related attitudes and reasons among fitness athletes in the gyms of Kashan and its relationship with feeding behavior: a cross-sectional study. BMC Sports Sci Med Rehabil 2024; 16:150. [PMID: 38978090 PMCID: PMC11229390 DOI: 10.1186/s13102-024-00940-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 07/02/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND The overuse of supplements among athletes is a widespread issue affecting the health of both male and female athletes. However, research on supplements usage among female fitness athletes is limited, and there is little information on the feeding behavior of fitness athletes who use supplements. This study aimed to fill the gap in knowledge by examining the prevalence of supplement usage and its related attitudes and reasons among fitness athletes in the gyms of Kashan. It further aimed to investigate the correlation between supplements usage and the feeding behavior of fitness athletes. METHODS For these purposes, in this cross-sectional study, 433 fitness athletes (15‒46 years old) in 28 gyms in the city of Kashan were surveyed using a researcher-made questionnaire in 2023. Five experts confirmed the validity of the questionnaire. The present study considered the supplements based on the Australian Institute of Sport position statement. A Chi-square analysis was conducted to examine the relationship between the study variables and supplement usage. RESULTS Overall, 272 male and 161 female fitness athletes participated in this study. The results revealed that 57.9% of participants used supplements, most commonly vitamin C, vitamin D, omega-3 fatty acids, and whey protein. The main reason for using supplements was to speed up body repair after exercise (69.5%). Additionally, 41.8% of these athletes believed that using supplements improves their overall performance, and 21.9% thought that supplements do not harm the body. Moreover, a correlation was observed between feeding behavior and the consumption of supplements. It was found that athletes who use supplements tend to eat more white meat, seeds, and nuts and fewer high-fat dairy products than those who do not consume them. CONCLUSION Using supplements among fitness athletes in the gyms of Kashan is common. The main reason for using these substances was to speed up body repair after exercise, and nearly half of the athletes believed that supplements improved their performance. In addition, it was revealed that athletes who take supplements have healthier feeding behaviors than those who do not. Thus, these findings confirm the necessity of informing fitness athletes about using supplements.
Collapse
Affiliation(s)
- Fatemeh Moradi
- Research Center for Biochemistry and Nutrition in Metabolic Diseases, Kashan University of Medical Sciences, Kashan, 87159-7347415973474, Iran
- Student Research Committee, Kashan University of Medical Sciences, Kashan, 87159-73474, Iran
| | - Akram Yazdani
- Department of Biostatistics and Epidemiology, Kashan University of Medical Sciences, Kashan, Iran
| | - Faezeh Nematolahi
- Research Center for Biochemistry and Nutrition in Metabolic Diseases, Kashan University of Medical Sciences, Kashan, 87159-7347415973474, Iran.
- Student Research Committee, Kashan University of Medical Sciences, Kashan, 87159-73474, Iran.
| | - Seyed Mohammad Hosseini-Roknabadi
- Research Center for Biochemistry and Nutrition in Metabolic Diseases, Kashan University of Medical Sciences, Kashan, 87159-7347415973474, Iran
| | - Nasrin Sharifi
- Research Center for Biochemistry and Nutrition in Metabolic Diseases, Kashan University of Medical Sciences, Kashan, 87159-7347415973474, Iran.
| |
Collapse
|
3
|
Deccy S, Bartkowiak C, Rodricks N, Paultre K. Echinacea Supplementation Does Not Impact Aerobic Capacity and Erythropoiesis in Athletes: A Meta-Analysis. Nutrients 2024; 16:1991. [PMID: 38999738 PMCID: PMC11243582 DOI: 10.3390/nu16131991] [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: 05/25/2024] [Revised: 06/14/2024] [Accepted: 06/19/2024] [Indexed: 07/14/2024] Open
Abstract
Athletes are increasingly relying on natural supplements to improve athletic performance. Echinacea, a common herbal supplement, has been studied for its potential erythropoietin-enhancing effects, with mixed results in the literature. The purpose of this meta-analysis is to determine whether echinacea supplementation has erythropoietic or ergogenic effects in athletes. A search strategy was developed to identify trials studying the impact of echinacea supplementation on erythropoiesis and maximal oxygen uptake. The database search yielded 502 studies, 496 of which were excluded in the two-reviewer screening process. Six studies with a total of 107 athletes were included in the analysis. For hemoglobin and hematocrit levels, there were small, positive effect sizes when comparing the difference in pre- and post-intervention levels between the echinacea and placebo groups, at 0.38 (p = 0.02, 95% CI -0.04-0.80, I2 = 70%) and 0.34 (p < 0.01, 95% CI -0.10-0.78, I2 = 86%), respectively, though they did not reach statistical significance. There was also no statistically significant change in erythropoietin (effect size -0.29, p = 0.05, 95% CI -0.75-0.17, I2 = 67%) or maximal oxygen uptake (effect size -0.20, p = 0.95, 95% CI -0.60-0.21, I2 = 0%). Echinacea supplementation did not influence erythropoietin, hemoglobin, hematocrit, or maximal oxygen uptake in athletes; however, the evidence base is limited.
Collapse
Affiliation(s)
- Stephanie Deccy
- Department of Family Medicine, University of Miami, Miami, FL 33136, USA
- Jackson Health Systems, Miami, FL 33136, USA
| | - Callie Bartkowiak
- Department of Family Medicine, University of Miami, Miami, FL 33136, USA
- Jackson Health Systems, Miami, FL 33136, USA
| | - Nathan Rodricks
- Department of Family Medicine, University of Miami, Miami, FL 33136, USA
- Jackson Health Systems, Miami, FL 33136, USA
| | - Kristopher Paultre
- Department of Family Medicine, University of Miami, Miami, FL 33136, USA
- Jackson Health Systems, Miami, FL 33136, USA
- Department of Orthopedics and Student Healthcare Clinic, University of Miami Health Systems, Miami, FL 33146, USA
- Club Sports, Department of Wellness and Recreation, University of Miami, Miami, FL 33146, USA
| |
Collapse
|
4
|
McDaid B, Wardenaar FC, Woodside JV, Neville CE, Tobin D, Madigan S, Nugent AP. Athletes Perceived Level of Risk Associated with Botanical Food Supplement Use and Their Sources of Information. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6244. [PMID: 37444092 PMCID: PMC10341873 DOI: 10.3390/ijerph20136244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 06/09/2023] [Accepted: 06/24/2023] [Indexed: 07/15/2023]
Abstract
Athletes should carefully consider the use of botanical food supplements (BFSs) given the current lack of substantiation for botanical nutrition and health claims under EU and UK food laws. In addition, athletes may be at an increased risk of doping violations and other adverse outcomes potentially associated with BFS use; however, little is known about athletes' intake, knowledge, or perceptions in relation to BFS use. An online cross-sectional survey of n = 217 elite and amateur athletes living on the island of Ireland was conducted using Qualtrics XM to assess intake, knowledge, attitudes, and perceptions. General food supplements (FSs) were reported by approximately 60% of the study cohort, and 16% of the supplements reported were categorized as BFS. The most frequently consumed BFSs were turmeric/curcumin (14%), Ashwagandha (10%), and Beetroot extract (8%). A higher proportion of amateur athletes would source information about BFSs from less credible sources, such as fellow athletes, or from internet sources or their coach, compared to elite athletes. Those who sourced information about botanicals from fellow athletes (p = 0.03) or the internet (p = 0.02) reported a lower perceived level of risks associated with BFS use. This study therefore suggests that amateur athletes may be more likely to source information from less credible sources compared to elite athletes who may have more access to nutrition professionals and their knowledge/advice. This may have potential adverse implications for amateur athletes, e.g., Gaelic games players, who are included within the doping testing pool but who may not have access to evidence-based nutrition advice.
Collapse
Affiliation(s)
- Bridin McDaid
- School of Biological Sciences, Institute for Global Food Security, Queen’s University Belfast, Belfast BT9 5DL, UK
| | - Floris C. Wardenaar
- College of Health Solutions, Arizona State University, Phoenix, AZ 85004, USA;
| | - Jayne V. Woodside
- Centre for Public Health, Institute for Global Food Security, Queen’s University Belfast, Belfast BT9 7BL, UK
| | - Charlotte E. Neville
- Centre for Public Health, Institute for Global Food Security, Queen’s University Belfast, Belfast BT9 7BL, UK
| | - David Tobin
- Sport Ireland Institute, National Sport Campus, Abbottstown, D15 Y52H Dublin, Ireland (S.M.)
| | - Sharon Madigan
- Sport Ireland Institute, National Sport Campus, Abbottstown, D15 Y52H Dublin, Ireland (S.M.)
- Department of Physical Education & Sport Sciences, Faculty of Education and Health Sciences, University of Limerick, V94 T9PX Limerick, Ireland
- Health Research Institute, University of Limerick, V94 T9PX Limerick, Ireland
| | - Anne P. Nugent
- School of Biological Sciences, Institute for Global Food Security, Queen’s University Belfast, Belfast BT9 5DL, UK
- Institute of Food and Health, School of Agriculture and Food Science, University College Dublin, D04 V1W8 Dublin, Ireland
| |
Collapse
|
5
|
Hamilton KP, Ziegler J, Samavat H, Wardenaar F, Esopenko C, Womack J, Krystofiak J, Byham-Gray L. Nutritional Supplement Use and Athletic Characteristics among a Sample of NCAA Division I and Division III Student-Athletes. J Diet Suppl 2022; 20:911-925. [PMID: 36325965 DOI: 10.1080/19390211.2022.2140740] [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] [Indexed: 11/06/2022]
Abstract
Due to documented adverse events, understanding the prevalence of nutritional supplements commonly used by athletes is essential. This cross-sectional study used data from a web-based survey conducted in February-March 2022. Participants were Division I (DI) and Division III (DIII) student-athletes of the National Collegiate Athletic Association (NCAA). Chi-square tests were conducted to identify the differences in the prevalence of demographic and athletic characteristics between the divisions. Multivariable odds ratios and 95% confidence intervals were calculated using logistic regression adjusting for potential confounders to determine the predictors of supplement usage. A total of 247 NCAA student-athletes (72.5% Division I, 27.5% Division III) completed the survey, yielding a 24.5% response rate. There were no significant differences between nutritional supplementation and NCAA divisions. Instead, all student-athletes used supplements regardless of division. There were significant differences in race, ethnicity, sports dietitian access, name, image, and likeness (NIL), advisement to consume NS, and knowledge of NS between the divisions (all P-values < 0.01). Unadjusted regression models showed that being in an upper-level academic standing was associated with higher odds of using sports food and ergogenic supplements than student-athletes with a lower-level academic standing. However, multivariable logistic regression analysis revealed that none of the demographic and athletic characteristics significantly affected supplement usage. Allocating resources for access to sports dietitians and supplement education for all divisions may benefit student-athletes knowledge and safety.
Collapse
Affiliation(s)
| | - Jane Ziegler
- School of Health Professions, Rutgers University, Newark, NJ, USA
| | - Hamed Samavat
- School of Health Professions, Rutgers University, Newark, NJ, USA
| | - Floris Wardenaar
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
| | - Carrie Esopenko
- Icahn School of Medicine at Mount Sinai Hospital, New York City, NY, USA
| | - Jason Womack
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | | | - Laura Byham-Gray
- School of Health Professions, Rutgers University, Newark, NJ, USA
| |
Collapse
|
6
|
Daher J, Mallick M, El Khoury D. Prevalence of Dietary Supplement Use among Athletes Worldwide: A Scoping Review. Nutrients 2022; 14:4109. [PMID: 36235761 PMCID: PMC9570738 DOI: 10.3390/nu14194109] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 09/25/2022] [Accepted: 09/29/2022] [Indexed: 11/11/2022] Open
Abstract
Athletes represent a major part of dietary supplement users. This scoping review aims to explore the prevalence of dietary supplement use among athletes worldwide, most commonly used supplements, sources of information on dietary supplements and their reasons for use of these supplements. PubMed, CINAHL, MEDLINE, and PsycInfo were searched for original research articles. Studies were included if they involved athletes, identified the prevalence of dietary supplement use, and were published after 2017. A total of 26 articles were reviewed. Prevalence of dietary supplement use varied among articles, but sex-based differences related to the types of used dietary supplements existed. Generally, the findings were consistent in terms of reasons for use and sources of information. Unfortunately, the lack of homogeneity regarding the definition of dietary supplements, definition of use, reporting timeframes, and data collection methods complicates the attempt to compare the findings among studies.
Collapse
Affiliation(s)
| | | | - Dalia El Khoury
- Department of Family Relations and Applied Nutrition, University of Guelph, 50 Stone Road, Guelph, ON N1G 2W1, Canada
| |
Collapse
|
7
|
Graybeal AJ, Kreutzer A, Willis JL, Moss K, Braun-Trocchio R, Shah M. Age Drives the Differences in Dietary Supplement Use in Endurance Athletes: A Cross-Sectional Analysis of Cyclists, Runners, and Triathletes. J Diet Suppl 2022:1-19. [DOI: 10.1080/19390211.2022.2056670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Austin J. Graybeal
- School of Kinesiology & Nutrition, College of Education and Human Sciences, University of Southern Mississippi, Hattiesburg, MS, USA
| | - Andreas Kreutzer
- Department of Kinesiology, Harris College of Nursing & Health Sciences, Texas Christian University, Fort Worth, TX, USA
| | - Jada L. Willis
- Department of Nutritional Sciences, College of Science & Engineering, Texas Christian University, Fort Worth, TX, USA
| | - Kamiah Moss
- Department of Kinesiology, Harris College of Nursing & Health Sciences, Texas Christian University, Fort Worth, TX, USA
| | - Robyn Braun-Trocchio
- Department of Kinesiology, Harris College of Nursing & Health Sciences, Texas Christian University, Fort Worth, TX, USA
| | - Meena Shah
- Department of Nutritional Sciences, College of Science & Engineering, Texas Christian University, Fort Worth, TX, USA
| |
Collapse
|
8
|
Barrack MT, Sassone J, Dizon F, Wu AC, DeLuca S, Ackerman KE, Tenforde AS. Dietary Supplement Intake and Factors Associated with Increased Use in Preadolescent Endurance Runners. J Acad Nutr Diet 2021; 122:573-582. [DOI: 10.1016/j.jand.2021.07.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 07/23/2021] [Accepted: 07/26/2021] [Indexed: 01/09/2023]
|