Evidence of a Non-Linear Dose-Response Relationship between Training Load and Stress Markers in Elite Female Futsal Players.

THE AIM OF THIS STUDY WAS to describe typical training load (TL) carried out by a professional female futsal team for a period of 5 weeks; and to verify the relationship between TL, stress symptoms, salivary secretory immunoglobulin A (SIgA) levels, and symptoms of upper respiratory infections (URI). Over 45 sessions, the TL of the athletes was monitored daily by means of session-RPE method during the in-season period prior to the main national competition. Stress symptoms were measured weekly by means of the "Daily Analysis of Life Demands in Athletes Questionnaire" (DALDA), SIgA levels, and by symptoms of URI by the "Wisconsin Upper Respiratory Symptom Survey-21" (WURSS). There was a significant increase in TL, monotony, and training strain in week 3, with a concomitant and significant reduction in percentage variation (Δ%) of SIgA concentration and secretion rate (p < 0.05). Additionally, a second order regression model showed a high goodness of fit (R(2) = 0.64 - 0.89) between TL and strain with SIgA concentration, secretion rate, and "worse than normal" responses of stress symptoms from the questionnaire. In conclusion, a link between TL and SIgA levels, and stress symptoms in female futsal players was evident in a non linear fashion. There appears to be an optimal range of values of daily TL between ~343 and ~419 AU and strain between ~2639 and 3060 AU, because at levels below and above these values there was an increase in stress symptoms and above ~435 and ~3160 AU to TL and strain there were a decrease in SIgA levels. In contrast, symptoms of URI failed to demonstrate relationship with the variables studied. Key PointsThere is a dose-response relationship between SIgA levels and stress symptoms with TL.For the athletes of the present study, values of ~436 AU and ~3161 AU to TL and strain training would be desirable because higher values would decrease responses of SIgA levels.An optimal range of values of TL between ~336 and ~412 AU to TL and ~2610 and ~3016 AU to strain training would be suggested for this group of athletes, since below and above these values increased responses of stress symptoms were observed.

[1]  F. Nakamura,et al.  Stress and recovery balance in amateur basketball players: differences by gender and preparation phase. , 2013, International journal of sports physiology and performance.

[2]  G. Nassis,et al.  Salivary Hormones, IgA, and Performance During Intense Training and Tapering in Judo Athletes , 2013, Journal of strength and conditioning research.

[3]  M. Gleeson,et al.  Influence of training load on upper respiratory tract infection incidence and antigen‐stimulated cytokine production , 2013, Scandinavian journal of medicine & science in sports.

[4]  N. Bishop,et al.  Salivary immunoglobulin A and upper respiratory symptoms during 5 months of training in elite tetraplegic athletes. , 2012, International journal of sports physiology and performance.

[5]  Alexandre Moreira,et al.  The role of aerobic fitness on session rating of perceived exertion in futsal players. , 2011, International journal of sports physiology and performance.

[6]  A. Moreira,et al.  Monitoring stress tolerance and occurrences of upper respiratory illness in basketball players by means of psychometric tools and salivary biomarkers , 2011 .

[7]  A. Moreira,et al.  Salivary Immunoglobulin A Responses in Professional Top-Level Futsal Players , 2011, Journal of strength and conditioning research.

[8]  J. Vardiman,et al.  Salivary IgA is Not a Reliable Indicator of Upper Respiratory Infection in Collegiate Female Soccer Athletes , 2011, Journal of strength and conditioning research.

[9]  Kuei-Ming Chou,et al.  Changes of mucosal immunity and antioxidation activity in elite male Taiwanese taekwondo athletes associated with intensive training and rapid weight loss , 2009, British Journal of Sports Medicine.

[10]  T. Haahtela,et al.  Does exercise increase the risk of upper respiratory tract infections? , 2009, British medical bulletin.

[11]  Carlo Castagna,et al.  Dose-response relationship of autonomic nervous system responses to individualized training impulse in marathon runners. , 2009, American journal of physiology. Heart and circulatory physiology.

[12]  G. Diamond,et al.  Host Defense Peptides in the Oral Cavity and the Lung: Similarities and Differences , 2008, Journal of dental research.

[13]  Aaron J Coutts,et al.  A comparison of methods used for quantifying internal training load in women soccer players. , 2008, International journal of sports physiology and performance.

[14]  M. Gleeson,et al.  Salivary IgA as a risk factor for upper respiratory infections in elite professional athletes. , 2008, Medicine and science in sports and exercise.

[15]  A. Coutts,et al.  Monitoring Changes in Rugby League Players' Perceived Stress and Recovery during Intensified Training , 2008, Perceptual and motor skills.

[16]  J. McKenna,et al.  Stressors and affective states among professional rugby union players , 2008, Scandinavian journal of medicine & science in sports.

[17]  Aaron J Coutts,et al.  Practical tests for monitoring performance, fatigue and recovery in triathletes. , 2007, Journal of science and medicine in sport.

[18]  G. Carpenter,et al.  Effects of autonomic agonists and immunomodulatory cytokines on polymeric immunoglobulin receptor expression by cultured rat and human salivary and colonic cell lines. , 2007, Archives of oral biology.

[19]  W. Brown,et al.  Incidence, etiology, and symptomatology of upper respiratory illness in elite athletes. , 2007, Medicine and science in sports and exercise.

[20]  A. Coutts,et al.  Monitoring changes in performance, physiology, biochemistry, and psychology during overreaching and recovery in triathletes. , 2007, International journal of sports medicine.

[21]  Jane C. Johnson,et al.  SALIVARY IMMUNOGLOBULIN ARESPONSE TO A COLLEGIATE RUGBY GAME , 2007, Journal of strength and conditioning research.

[22]  Aaron J. Coutts,et al.  Monitoring for overreaching in rugby league players , 2007, European Journal of Applied Physiology.

[23]  Roger L. Brown,et al.  The Wisconsin Upper Respiratory Symptom Survey is responsive, reliable, and valid , 2005, Journal of Clinical Epidemiology.

[24]  H. Engels,et al.  Mucosal IgA and URTI in American college football players: a year longitudinal study. , 2005, Medicine and science in sports and exercise.

[25]  Franco M Impellizzeri,et al.  Use of RPE-based training load in soccer. , 2004, Medicine and science in sports and exercise.

[26]  Alejandro Lucia,et al.  Tour de France versus Vuelta a España: which is harder? , 2003, Medicine and science in sports and exercise.

[27]  M. Kellmann,et al.  Assessing stress and recovery during preparation for the world championships in rowing. , 2001 .

[28]  C. Foster,et al.  A New Approach to Monitoring Exercise Training , 2001, Journal of strength and conditioning research.

[29]  A. Cripps,et al.  Immune status and respiratory illness for elite swimmers during a 12-week training cycle. , 2000, International journal of sports medicine.

[30]  C. Foster,et al.  Monitoring training in athletes with reference to overtraining syndrome. , 1998, Medicine and science in sports and exercise.

[31]  D. Nieman Exercise Immunology: Practical Applications , 1997, International journal of sports medicine.

[32]  Brent S. Rushall,et al.  A tool for measuring stress tolerance in elite athletes , 1990 .

[33]  Hinnak Northoff,et al.  Position statement. Part one: Immune function and exercise. , 2011, Exercise immunology review.

[34]  M. Gleeson,et al.  Sex differences in immune variables and respiratory infection incidence in an athletic population. , 2011, Exercise immunology review.

[35]  D. Jenkins,et al.  Tennis, incidence of URTI and salivary IgA. , 2003, International journal of sports medicine.

[36]  D. Jenkins,et al.  Total daily energy expenditure and incidence of upper respiratory tract infection symptoms in young females. , 2002, International journal of sports medicine.

[37]  D B Pyne,et al.  Salivary IgA levels and infection risk in elite swimmers. , 1999, Medicine and science in sports and exercise.

[38]  D. Hill,et al.  Effect of protocol on determination of velocity at VO2 max and on its time to exhaustion. , 1996, Archives of physiology and biochemistry.