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Lindsey B, Shaul Y, Martin J. Salivary biomarkers of tactical athlete readiness: A systematic review. PLoS One 2025; 20:e0321223. [PMID: 40299918 PMCID: PMC12040155 DOI: 10.1371/journal.pone.0321223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 03/03/2025] [Indexed: 05/01/2025] Open
Abstract
Tactical athletes must maintain high levels of physical and cognitive readiness to handle the rigorous demands of their roles. They frequently encounter acute stressors like sleep deprivation, muscle fatigue, dehydration, and harsh environmental conditions, which can impair their readiness and increase the risk of mission failure. Given the challenging conditions these athletes face, there is a vital need for non-invasive, rapidly deployable point-of-care assessments to effectively measure the impact of these stressors on their operational readiness. Salivary biomarkers are promising in this regard, as they reflect physiological changes due to stress. This systematic review aims to investigate salivary markers as potential indicators for readiness, specifically focusing on their sensitivity to acute stressors like sleep deprivation, dehydration, environmental factors, and muscle fatigue. A search was conducted using the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) guidelines (PROSPERO; registration #: CRD42022370388). The primary inclusion criteria were the use of a quantitative analysis to assess salivary biomarkers changes in response to acute stressors. Risk of bias and methodological quality were evaluated with the modified Downs and Black checklist. Hormonal salivary biomarkers were the most commonly studied biomarkers. Muscle damage and fatigue were the most frequently studied acute stressors, followed by sleep deprivation, multiple stressors, dehydration, and environmental. Biomarkers such as creatine kinase, aspartate aminotransferase, uric acid, cortisol, testosterone, and the testosterone to cortisol ratio were indicative of muscle damage. Dehydration influenced osmolality, total protein, flow rate, and chloride ion concentrations. Sleep deprivation affected proteins, peptides, and alpha-amylase levels. Environmental stressors, such as hypoxia and cold temperatures, altered cortisol, pH, dehydroepiandrosterone-sulfate (DHEA-s), and salivary IgA levels. The current body of research highlights that various salivary biomarkers react to acute stressors, and proteomic panels appear promising for predicting physical and cognitive outcomes relevant to the operational readiness of tactical athletes.
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Affiliation(s)
- Bryndan Lindsey
- Research and Exploratory Development Department, Johns Hopkins Applied Physics Laboratory, Laurel, Maryland, United States of America
| | - Yosef Shaul
- Sports Medicine Assessment Research & Testing (SMART) Laboratory, George Mason University, Virginia, United States of America
| | - Joel Martin
- Sports Medicine Assessment Research & Testing (SMART) Laboratory, George Mason University, Virginia, United States of America
- Center for the Advancement of Well-Being, George Mason University, Fairfax, Virginia, United States of America
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Ciaccioni S, Martusciello F, Di Credico A, Guidotti F, Conte D, Palumbo F, Capranica L, Di Baldassarre A. Stress-Related Hormonal and Psychological Changes to Simulated and Official Judo Black Belt Examination in Older Tori and Adult Uke: An Exploratory Observational Study. Sports (Basel) 2024; 12:310. [PMID: 39590912 PMCID: PMC11598781 DOI: 10.3390/sports12110310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 11/02/2024] [Accepted: 11/12/2024] [Indexed: 11/28/2024] Open
Abstract
This study investigated the psycho-physiological impact of a black belt examination. Older brown-belt judoka (Tori, F = 2, M = 4; age = 75.6 ± 4.5 yrs) and their 2nd-5th Dan black-belt coaches (Uke; M = 6; age = 36.5 ± 10.8 yr) were evaluated during a simulated and official examination and a resting day. Participants' trait anxiety (STAI-Y2) was recorded prior to the study. State anxiety (STAI-Y1), ratings of perceived exertion (RPE), enjoyment (ENJ), and fear of falling (FoF) were collected 15 min before and after the experimental conditions. Saliva samplings at awakening (T0), PRE (T1), and POST (T2) exercise and during the recovery (15 min-T3, 30 min-T4, 60 min-T5) were collected for cortisol (sC), testosterone (sT), and alpha-amylase (sAA). Participants showed normal age-reference population trait anxiety. A difference (p ≤ 0.05) for role emerged for ENJ and sT only. For STAI-Y1, higher PRE values with respect to POST ones emerged (p = 0.005), and the highest values (p = 0.007) for PRE of the examination were with respect to the simulation. For sAA, differences for sampling were found in the examination conditions only, with peak values at T2 (370.3 ± 78.6 U/mL, p = 0.001). For sC, a significant peak value (0.51 ± 0.09 μg/dL, p = 0.012) emerged at T2 in the examination condition. With respect to Tori, Uke showed higher mean sT values in all conditions (p ≤ 0.05) and the highest T2 during examination (712.5 ± 57.2 pg/mL). Findings suggest the relevance of monitoring psycho-physiological stress-related responses in judo for optimizing both coaching effectiveness and sport performance, especially in older judo practitioners.
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Affiliation(s)
- Simone Ciaccioni
- Department of Wellbeing, Nutrition and Sport, Faculty of Human Sciences, Education and Sport, Pegaso Telematic University, 80143 Naples, Italy;
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (F.M.); (F.P.)
| | - Francesca Martusciello
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (F.M.); (F.P.)
| | - Andrea Di Credico
- Department of Medicine and Aging Sciences, University “G. d’Annunzio” Chieti-Pescara, 66100 Chieti, Italy; (A.D.C.); (A.D.B.)
| | - Flavia Guidotti
- Department of Human Sciences and Promotion of the Quality of Life, “San Raffaele” Open University of Rome, 00166 Rome, Italy
| | - Daniele Conte
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (F.M.); (F.P.)
| | - Federico Palumbo
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (F.M.); (F.P.)
| | - Laura Capranica
- Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy; (F.M.); (F.P.)
| | - Angela Di Baldassarre
- Department of Medicine and Aging Sciences, University “G. d’Annunzio” Chieti-Pescara, 66100 Chieti, Italy; (A.D.C.); (A.D.B.)
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Curzi D, Amatori S, Silvestri F, Marcelli L, Campanella M, Perroni F, Gallotta MC, Favoriti A, Baldari C, Guidetti L. Professional football training and recovery: A longitudinal study on the effects of weekly conditioning session and workload variables. PLoS One 2024; 19:e0310036. [PMID: 39255308 PMCID: PMC11386442 DOI: 10.1371/journal.pone.0310036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 08/23/2024] [Indexed: 09/12/2024] Open
Abstract
The main purpose of this longitudinal study was to investigate football players' recovery status, through hormonal response, in relation to accumulated workload at two comparable time points of the first (T1) and second half (T2) of the competitive season. Moreover, this study investigated athletes' hormonal response to a typical weekly conditioning session (5 days before match: MD-5), at T1 and T2, to detect changes in players' recovery capability over time. Salivary cortisol (sC) and testosterone (sT) of 24 professional players (27.8 ± 4.1 years of age) were collected before, after, and 24 hours following MD-5 in two comparable microcycles of T1 and T2. GPS training data (total and high-intensity distance) of the 7 and 28 days before sampling were used to obtain athletes' acute and chronic workloads. Results showed a pre-training significant decrease of sT and an increase of sC (p<0.05) in T2, compared to T1. Moreover, athletes showed high sC and low sT levels before, after and 24 hours following MD-5 in T2. Workload analysis revealed significant correlations of chronic load with sC (r = 0.45, p = 0.056) and T/C ratio (r = -0.59; p = 0.007). These results suggested that, in professional football, chronic workload has a greater impact on players' recovery time than acute workload over the sport season. Moreover, athletes' hormonal response to the weekly conditioning session at T2 revealed an altered anabolic/catabolic balance, highlighting the key role of continuous internal and external workload monitoring during the season.
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Affiliation(s)
- Davide Curzi
- Department of Humanities, Movement and Education Sciences, University "Niccolò Cusano", Rome, Italy
| | - Stefano Amatori
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, Urbino, Italy
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, Italy
| | - Fioretta Silvestri
- Department of Humanities, Movement and Education Sciences, University "Niccolò Cusano", Rome, Italy
| | - Lorenzo Marcelli
- Department of Humanities, Movement and Education Sciences, University "Niccolò Cusano", Rome, Italy
| | - Matteo Campanella
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, Italy
| | - Fabrizio Perroni
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, Urbino, Italy
| | - Maria Chiara Gallotta
- Department of Physiology and Pharmacology "Vittorio Erspamer", Sapienza University of Rome, Rome, Italy
| | | | - Carlo Baldari
- Department of Theoretical and Applied Sciences, eCampus University, Novedrate, Italy
| | - Laura Guidetti
- Department of Humanities, Movement and Education Sciences, University "Niccolò Cusano", Rome, Italy
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Lu TL, He CS, Suzuki K, Lu CC, Wang CY, Fang SH. Concurrent Ingestion of Alkaline Water and L-Glutamine Enhanced Salivary α-Amylase Activity and Testosterone Concentration in Boxing Athletes. Nutrients 2024; 16:454. [PMID: 38337738 PMCID: PMC10857026 DOI: 10.3390/nu16030454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 01/23/2024] [Accepted: 02/03/2024] [Indexed: 02/12/2024] Open
Abstract
Athletes often take sport supplements to reduce fatigue and immune disturbances during or after training. This study evaluated the acute effects of concurrent ingestion of alkaline water and L-glutamine on the salivary immunity and hormone responses of boxers after training. Twelve male boxing athletes were recruited in this study. During regular training, the participants were randomly divided into three groups and asked to consume 400 mL of alkaline water (Group A), 0.15 g/kg body weight of L-glutamine with 400 mL of water (Group G), and 0.15 g/kg of L-glutamine with 400 mL of alkaline water (Group A+G) at the same time each day for three consecutive weeks. Before and immediately after the training, saliva, heart rates, and the rate of perceived exertion were investigated. The activity of α-amylase and concentrations of lactoferrin, immunoglobulin A (IgA), testosterone, and cortisol in saliva were measured. The results showed that the ratio of α-amylase activity/total protein (TP) significantly increased after training in Group A+G but not in Group A or G, whereas the ratios of lactoferrin/TP and IgA/TP were unaffected in all three groups. The concentrations of salivary testosterone after training increased significantly in Group A+G but not in Group A or G, whereas the salivary cortisol concentrations were unaltered in all groups. In conclusion, concurrent ingestion of 400 mL of alkaline water and 0.15 g/kg of L-glutamine before training enhanced the salivary α-amylase activity and testosterone concentration of boxers, which would be beneficial for post-exercise recovery.
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Affiliation(s)
- Tung-Lin Lu
- Institute of Athletics, National Taiwan University of Sport, Taichung 404401, Taiwan; (T.-L.L.); (C.-C.L.)
| | - Cheng-Shiun He
- Department of Athletic Sports, National Chung Cheng University, Minxiong 621301, Taiwan;
| | - Katsuhiko Suzuki
- Faculty of Sport Sciences, Waseda University, Tokorozawa 359-1192, Japan;
| | - Chi-Cheng Lu
- Institute of Athletics, National Taiwan University of Sport, Taichung 404401, Taiwan; (T.-L.L.); (C.-C.L.)
| | - Chung-Yuan Wang
- Department of Combat Sports, National Taiwan University of Sport, Taichung 404401, Taiwan;
| | - Shih-Hua Fang
- Institute of Athletics, National Taiwan University of Sport, Taichung 404401, Taiwan; (T.-L.L.); (C.-C.L.)
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