D. L. Sparkes’s research while affiliated with University of Newcastle Australia and other places

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Publications (16)


(a) Concentrations of Na⁺ and Cl⁻ (primary axis) and mean total amino acid concentrations (secondary axis) in exercise sweat (mM) assessed at ten minute intervals from 15 to 65 minutes of exercise (n = 11). The concentrations of Na⁺, Cl⁻ and total amino acids in passive sweat (n = 6) are also shown for reference on the respective axes. (b), Mg²⁺ and Ca²⁺ concentrations (primary axis) in exercise sweat for the exercise duration are shown with amino acid and K⁺ concentrations (secondary axis).
The average concentrations of the electrolytes and amino acids in sweat collected from the recreational athletes were measured at six time points over the 65-minute period of exercise for comparison with literature plasma concentrations
Passive sweat samples were collected from six participants.
Relationships between electrolyte and amino acid compositions in sweat during exercise suggest a role for amino acids and K in reabsorption of Na and Cl from sweat
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October 2019

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166 Reads

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16 Citations

Grace R. Murphy

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Concentrations of free amino acids and [K⁺] in human sweat can be many times higher than in plasma. Conversely, [Na⁺] and [Cl⁻] in sweat are hypotonic to plasma. It was hypothesised that the amino acids and K⁺ were directly or indirectly associated with the resorption of Na⁺ and Cl⁻ in the sweat duct. The implication would be that, as resources of these components became limiting during prolonged exercise then the capacity to resorb [Na⁺] and [Cl⁻] would diminish, resulting in progressively higher levels in sweat. If this were the case, then [Na⁺] and [Cl⁻] in sweat would have inverse relationships with [K⁺] and the amino acids during exercise. Forearm sweat was collected from 11 recreational athletes at regular intervals during a prolonged period of cycling exercise after 15, 25, 35, 45, 55 and 65 minutes. The subjects also provided passive sweat samples via 15 minutes of thermal stimulation. The sweat samples were analysed for concentrations of amino acids, Na⁺, Cl⁻, K⁺, Mg²⁺ and Ca²⁺. The exercise sweat had a total amino acid concentration of 6.4 ± 1.2mM after 15 minutes which was lower than the passive sweat concentration at 11.6 ± 0.8mM (p<0.05) and showed an altered array of electrolytes, indicating that exercise stimulated a change in sweat composition. During the exercise period, [Na⁺] in sweat increased from 23.3 ± 3.0mM to 34.6 ± 2.4mM (p<0.01) over 65 minutes whilst the total concentrations of amino acids in sweat decreased from 6.4 ± 1.2mM to 3.6 ± 0.5mM. [Na⁺] showed significant negative correlations with the concentrations of total amino acids (r = -0.97, p<0.05), K⁺ (r = -0.93, p<0.05) and Ca²⁺ (r = -0.83, p<0.05) in sweat. The results supported the hypothesis that amino acids and K⁺, as well as Ca²⁺, were associated with resorption of Na⁺ and Cl⁻.

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Alterations in red blood cell parameters, plasma amino acids, total cholesterol and fatty acids in Standardbred horses undergoing fitness training

February 2019

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39 Reads

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4 Citations

Comparative Exercise Physiology

Maintenance of metabolic homeostasis is vital to optimise the supply of nutrients to support exercise and facilitate recovery and repair processes in horses. This study assessed the effects of exercise on resting plasma homeostasis in horses upon initiation of a training program to attain fitness in preparation for competitive harness racing. Four Standardbred horses (three males and one female) that had not been in work for at least 6 months were assessed prior to the commencement of the training program and then progressively on a weekly basis for 8 weeks. Resting plasma samples were collected in the early morning prior to exercise training and feeding. Samples were analysed for amino acid composition, cholesterol, palmitic acid and stearic acid on a weekly basis, and red blood cell counts and haemoglobin were analysed at weeks 0, 4 and 8. The red cell counts and levels of haemoglobin increased progressively over the training period (P≤0.05). Specific amino acids in the plasma displayed temporal variations during the training period. Glycine was the most abundant amino acid in resting horse plasma and together with serine was reduced throughout the first half of the training period, eventually returning to initial levels at weeks 7 and 8 (P≤0.05). A number of amino acids were noted to increase in concentration throughout the 8 week training period including ornithine, histidine and hydroxyproline (P≤0.05). Cholesterol fell to substantially lower levels after 8 weeks of exercise (P≤0.05). Palmitic acid showed three 'peaks' of elevated concentrations in plasma (P≤0.05) following the initiation of exercise and then again at the transitions into harder fast work sessions. Stearic acid was relatively constant throughout the exercise period. Adjustments in the plasma composition of these key metabolites were consistent with supporting the increased metabolic demands associated with the higher levels of exercise training.


Principle component analysis (PCA) of the relative (%) abundance of amino acids in sweat: the scatterplot plot of the PCA scores for factor 1 vs factor 2 where each case was coded for membership of one of the four clusters (1–4) defined by k-means clustering
Sex differences in amino acids lost via sweating could lead to differential susceptibilities to disturbances in nitrogen balance and collagen turnover

August 2017

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287 Reads

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11 Citations

Amino Acids

Fluid collected during sweating is enriched with amino acids derived from the skin's natural moisturising factors and has been termed "faux" sweat. Little is known about sex differences in sweat amino acid composition or whether faux sweat amino acid losses affect nitrogen balance. Faux sweat collected by healthy adults (n = 47) after exercise, and at rest by chronic fatigue patients, was analysed for amino acid composition. Healthy females had higher total amino acid concentrations in sweat (10.5 ± 1.2 mM) compared with healthy males (6.9 ± 0.9 mM). Females had higher levels of 13 amino acids in sweat including serine, alanine and glycine. Higher hydroxyproline and proline levels suggested greater collagen turnover in females. Modelling indicated that with conservative levels of exercise, amino acid losses in females via faux sweat were triple than those predicted for urine, whereas in males they were double. It was concluded that females were more susceptible to key amino acid loss during exercise and/or hot conditions. Females reporting chronic fatigue had higher levels of methionine in faux sweat than healthy females. Males reporting chronic fatigue had higher levels of numerous amino acids in faux sweat compared to healthy males. Higher amino acid loss in faux sweat associated with chronic fatigue could contribute to a hypometabolic state. Depending on activity levels, climatic conditions and gender, amino acid losses in sweat and skin leachate could influence daily protein turnover where periods of continuously high turnover could lead to a negative net nitrogen balance.


Fig. 1 Study design including statistical analyses for the amino acid supplement trial 
Table 1 Symptom indices based on selected items from an 86-item general health questionnaire
Fig. 2 Discriminant function canonical plot of subgroups generated via k-means clustering 
Table 2 Characteristics of participant groups by amino acid profile cluster: significant differences in amino acid levels and symptom indices Pre-supplement large cohort (n = 151)
Table 5 Reported improvements in general health indices following amino acid supplementation
Diverse characteristics of the urinary excretion of amino acids in humans and the use of amino acid supplementation to reduce fatigue and sub-health in adults

March 2017

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230 Reads

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44 Citations

Nutrition Journal

Background The excretion of amino acids in urine represents an important avenue for the loss of key nutrients. Some amino acids such as glycine and histidine are lost in higher abundance than others. These two amino acids perform important physiological functions and are required for the synthesis of key proteins such as haemoglobin and collagen. Methods Stage 1 of this study involved healthy subjects (n?=?151) who provided first of the morning urine samples and completed symptom questionnaires. Urine was analysed for amino acid composition by gas chromatography. Stage 2 involved a subset of the initial cohort (n?=?37) who completed a 30?day trial of an amino acid supplement and subsequent symptom profile evaluation. Results Analyses of urinary amino acid profiles revealed that three groups could be objectively defined from the 151 participants using k-means clustering. The amino acid profiles were significantly different between each of the clusters (Wilks? Lambda?=?0.13, p?<?0.0001). Cluster 1 had the highest loss of amino acids with histidine being the most abundant component. Cluster 2 had glycine present as the most abundant urinary amino acid and cluster 3 had equivalent abundances of glycine and histidine. Strong associations were observed between urinary proline concentrations and fatigue/pain scores (r?=?.56 to .83) for females in cluster 1, with several other differential sets of associations observed for the other clusters. Conclusions Different phenotypic subsets exist in the population based on amino acid excretion characteristics found in urine. Provision of the supplement resulted in significant improvements in reported fatigue and sleep for 81% of the trial cohort with all females reporting improvements in fatigue. Trial registration The study was registered on the 18th April 2011 with the Australian New Zealand Clinical Trials Registry (ACTRN12611000403932).


Fig 1. Comparison of the relative (percentage) abundances of amino acids in (a) post-exercise sweat, (b) a water-washing taken after 12 hours rest following a post-exercise shower and (c) a water-washing taken immediately after showering and drying. Values are averages from three separate sampling events from one male participant. doi:10.1371/journal.pone.0167844.g001  
Table 1 . Summary of biospecimen collection conditions from the various investigations.
Fig 2. Total amino acid levels (μM) in sweat measured for two athletes completing a 40 minute self-paced cycle under controlled conditions compared against fasted plasma levels previously recorded for each of the athletes over a 6 week period. doi:10.1371/journal.pone.0167844.g002  
Fig 3. The scatterplot of the principle component analysis (PCA) scores (factor 1 vs factor 2) of the amino acid composition profiles in sweat from the combined study cohort (n = 19). The scores for each of the participants have been coded for membership of one of the three clusters: L = low, I = intermediate, H = high. doi:10.1371/journal.pone.0167844.g003  
Fig 4. The relative abundances of amino acids in blood plasma ranked from the most abundant to least abundant components compared with those observed in sweat from the " Low " , " Intermediate " and " High " SFLAA clusters. doi:10.1371/journal.pone.0167844.g004  
Sweat Facilitated Amino Acid Losses in Male Athletes during Exercise at 32-34°C

December 2016

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3,077 Reads

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34 Citations

Sweat contains amino acids and electrolytes derived from plasma and athletes can lose 1-2L of sweat per hour during exercise. Sweat may also contain contributions of amino acids as well as urea, sodium and potassium from the natural moisturizing factors (NMF) produced in the stratum corneum. In preliminary experiments, one participant was tested on three separate occasions to compare sweat composition with surface water washings from the same area of skin to assess contributions from NMF. Two participants performed a 40 minute self-paced cycle session with sweat collected from cleansed skin at regular intervals to assess the contributions to the sweat load from NMF over the period of exercise. The main study investigated sweat amino acid composition collected from nineteen male athletes following standardised endurance exercise regimes at 32–34°C and 20–30% RH. Plasma was also collected from ten of the athletes to compare sweat and plasma composition of amino acids. The amino acid profiles of the skin washings were similar to the sweat, suggesting that the NMF could contribute certain amino acids into sweat. Since the sweat collected from athletes contained some amino acid contributions from the skin, this fluid was subsequently referred to as “faux” sweat. Samples taken over 40 minutes of exercise showed that these contributions diminished over time and were minimal at 35 minutes. In the main study, the faux sweat samples collected from the athletes with minimal NMF contributions, were characterised by relatively high levels of serine, histidine, ornithine, glycine and alanine compared with the corresponding levels measured in the plasma. Aspartic acid was detected in faux sweat but not in the plasma. Glutamine and proline were lower in the faux sweat than plasma in all the athletes. Three phenotypic groups of athletes were defined based on faux sweat volumes and composition profiles of amino acids with varying relative abundances of histidine, serine, glycine and ornithine. It was concluded that for some individuals, faux sweat resulting from exercise at 32–34°C and 20–30% RH posed a potentially significant source of amino acid loss.



Comparison of baseline and post-supplement training parameters for the Cohort 1 horses. 1 Parameter Pre-supplement Post-supplement 2
Sweat facilitated losses of amino acids in Standardbred horses and the application of supplementation strategies to maintain condition during training

December 2015

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145 Reads

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7 Citations

Comparative Exercise Physiology

Little is known about the amino acid composition of horse sweat, but significant fluid losses can occur during exercise with the potential to facilitate substantial nutrient losses. Sweat and plasma amino acid compositions for Standardbred horses were assessed to determine losses during a standardised training regime. Two cohorts of horses 2013 (n=5) and 2014 (n=6) were assessed to determine baseline levels of plasma and sweat amino acids. An amino acid supplement designed to counter losses in sweat during exercise was provided after morning exercise daily for 5 weeks (2013, n=5; 2014, n=4). After the supplementation period, blood and sweat samples were collected to assess amino acid composition changes. From baseline assessments of sweat in both cohorts, it was found that serine, glutamic acid, histidine and phenylalanine were present at up to 9 times the corresponding plasma concentrations and aspartic acid at 0-2.2 μmol/l in plasma was measured at 154-262 μmol/l in sweat. In contrast, glutamine, asparagine, methionine and cystine were conserved in the plasma by having lower concentrations in the sweat. The predominant plasma amino acids were glycine, glutamine, alanine, valine, serine, lysine and leucine. As the sweat amino acid profile did not simply reflect plasma composition, it was proposed that mechanisms exist to generate high concentrations of certain amino acids in sweat whilst selectively preventing the loss of others. The estimated amino acid load in 16 l of circulating plasma was 3.8-4.3 g and the calculated loss via sweat during high intensity exercise was 1.6-3.0 g. Following supplementation, total plasma amino acid levels from both cohorts increased from initial levels of 2,293 and 2,044 µmol/l to post-supplementation levels of 2,674 and 2,663 µmol/l respectively (P<0.05). It was concluded that the strategy of providing free amino acids immediately after exercise resulted in raising resting plasma amino acid levels.


Figure 1. Chalder total fatigue scores: comparison between professional athlete group and general public group pre- and post-supplement including both compliant and non- compliant participants. Statistical test: Mann-Whitney U test; P < 0.05; NS = non-significant. Sample size: n = 18 and 21 for the professional athletes and general public males respectively. 
Table 1 . Characteristics, age and BMI, of the professional athlete and general public groups.
Preliminary Evaluations of a Complex Amino Acid Supplement, Fatigue Reviva TM , to Reduce Fatigue in a Group of Professional Male Athletes and a Group of Males Recruited from the General Public

November 2013

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148 Reads

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4 Citations

Food and Nutrition Sciences

Fatigue Reviva™ was developed to provide a source of amino acids for rapid uptake by the body while avoiding the need for digestion of proteins. Complex amino acid formulations have significant palatability issues and thus new products require significant development and testing. An initial pilot study with 18 professional male ath-letes and 21 males recruited from the general public was undertaken to evaluate product palatability and toler-ance over a 30 day period. This investigation found that Fatigue Reviva™ was well tolerated in terms of palat-ability and usage across 39 participants with only two of the 39 subjects reporting an issue with taste and five reporting an issue with flatulence. The professional athlete cohort reported a significantly lower level of fatigue compared with the general public group prior to commencement of supplementation. The general public group reported a significant reduction in fatigue following the use of Fatigue Reviva™ over the 30-day period. Com-pliance was extremely poor amongst the professional athlete group and as a result, changes in fatigue could not be statistically assessed for this group over the study period. Preliminary assessment of the product indicated that it has the potential to significantly reduce fatigue. Minor modifications to the product were identified for future development.


Table 3 Types and number of comments regarding experience of supplement use provided by participants after 30 days of dietary supplementation 
and number of comments regarding perceived improvement in health provided by participants after 30 days of dietary supplementation 
Development of a complex amino acid supplement, Fatigue RevivaTM, for oral ingestion: initial evaluations of product concept and impact on symptoms of sub-health in a group of males

August 2013

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248 Reads

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30 Citations

Nutrition Journal

A new dietary supplement, Fatigue RevivaTM, has been recently developed to address issues related to amino acid depletion following illness or in conditions of sub-health where altered amino acid homeostasis has been associated with fatigue. Complex formulations of amino acids present significant challenges due to solubility and taste constraints. This initial study sets out to provide an initial appraisal of product palatability and to gather pilot evidence for efficacy. Males reporting symptoms of sub-health were recruited on the basis of being free from any significant medical or psychological condition. Each participant took an amino acid based dietary supplement (Fatigue RevivaTM) daily for 30 days. Comparisons were then made between pre- and post-supplement general health symptoms and urinary amino acid profiles. Seventeen men took part in the study. Following amino acid supplementation the total Chalder fatigue score improved significantly (mean +/- SEM, 12.5 +/- 0.9 versus 10.0 +/- 1.0, P<0.03). When asked whether they thought that the supplement had improved their health, 65% of participants responded positively. A subgroup of participants reported gastrointestinal symptoms which were attributed to the supplement and which were believed to result from the component fructooligosaccharide. Analysis of urinary amino acids revealed significant alterations in the relative abundances of a number of amino acids after supplementation including an increase in valine, isoleucine and glutamic acid and reduced levels of glutamine and ornithine. Discriminant function analysis of the urinary amino acid data revealed significant differences between the pre- and post-supplement urine excretion profiles. The results indicated that Fatigue RevivaTM was palatable and that 65% of the study group reported that they felt the product had improved their health. The product could provide an effective tool for the management of unexplained fatigue and symptoms of sub-health. Further product development may yield additional options for those patients susceptible to fructooligosaccharide.


Altered amino acid homeostasis and the development of fatigue by breast cancer radiotherapy patients: A pilot study

October 2010

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105 Reads

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21 Citations

Clinical Biochemistry

To examine altered amino acid homeostasis as a predisposing factor of fatigue in female radiotherapy breast cancer patients. Participants underwent breast-conserving surgery and adjuvant breast irradiation and were free from significant fatigue pre-radiotherapy. The Functional Assessment of Cancer Therapy fatigue subscale was used to assess fatigue pre- and post-radiotherapy. Blood biochemistry factors and urinary and plasma amino acid levels were measured. One third of 27 patients developed fatigue and were designated as the fatigued cohort. It was possible to differentiate between fatigued subjects pre- and post-radiotherapy based upon their urinary amino acid profiles. Univariate analysis supported altered amino acid homeostasis within the fatigued cohort. Urinary levels of histidine and alanine were increased pre-radiotherapy whilst threonine, methionine, alanine, serine, asparagine and glutamine levels were higher after 5weeks of radiotherapy for the fatigued cohort. Fatigue was accompanied by altered amino acid homeostasis with increased amino acid excretion suggestive of a catabolic response.


Citations (12)


... Changes in sweat sodium concentration can indicate dehydration levels and help prevent heat-related illnesses. Similarly, potassium monitoring is essential as it is critical for muscle contraction, heart function, and cellular homeostasis (Baker and Wolfe 2020;Murphy et al. 2019). Fluctuations in sweat potassium levels can signal muscle fatigue and potential cramping risks. ...

Reference:

Innovative silicon nanoparticle-based patches for athlete sweat analysis: exploring implications for training optimization
Relationships between electrolyte and amino acid compositions in sweat during exercise suggest a role for amino acids and K in reabsorption of Na and Cl from sweat

... In contrast, the transport of metabolites, hormones and waste products have been primarily associated as a function of the plasma (Elwyn et al. 1972;Elwyn et al. 1968;Felig et al. 1973). Although these basic physiological roles for RBC and plasma fractions of blood have long been established, a strong body of evidence supports the hypothesis that RBC play a pivotal role in the transportation of amino acids (Agli et al. 1998;Divino Filho et al. 1997; Dunstan et al. 2019;MacLaren et al. 2000). Mature RBC have demonstrated the capacity to synthesize glutathione from glutamic acid, cysteine and glycine for antioxidant protection (Giustarini et al. 2008;Wu et al. 2004). ...

Alterations in red blood cell parameters, plasma amino acids, total cholesterol and fatty acids in Standardbred horses undergoing fitness training
  • Citing Article
  • February 2019

Comparative Exercise Physiology

... Indeed, amino acid distribution is vital in humans as amino acids are involved in molecular signalling pathways, and utilised for the biosynthesis of proteins and key metabolites (Wu 2009). Additionally, under conditions of extreme stress, certain amino acids are utilised at greater rates and can become conditionally essential (Dunstan et al. 2017;Millward 2004). ...

Sex differences in amino acids lost via sweating could lead to differential susceptibilities to disturbances in nitrogen balance and collagen turnover

Amino Acids

... Accession M7 revealed higher histidine at T2 (Breaker) maturity stage of 0.12 g/100 g compared to other accessions (Table 3). According to Dunstan et al. (2017), histidine is used for growth and repair of damaged tissues, including the protection of nerve cells. Threonine was highest in 3L at T1 (Green) and T2 (Breaker) maturity stages (0.21 and 0.24 g/100 g). ...

Diverse characteristics of the urinary excretion of amino acids in humans and the use of amino acid supplementation to reduce fatigue and sub-health in adults

Nutrition Journal

... Wearable devices show great promise as non-invasive, real-time biosensors for health monitoring by detecting biomarkers in body fluids like urine, saliva, and sweat [14,18,22,[31][32][33]. Sweat is a highly viable option for real-time monitoring of a wide range of analytes, including amino acids like L-Histidine [34][35][36][37][38][39]. Furthermore, label-free electrochemical detection is particularly advantageous for wearable sensing as it requires minimal sample preparation and enables continuous monitoring. ...

Sweat Facilitated Amino Acid Losses in Male Athletes during Exercise at 32-34°C

... The cytoplasmic lysate was filtered by transferring to QIAgen spin columns and centrifuging at 15,000×g for 5 min. The filtered lysate (100 µL) was added to 200 µL Milli-Q H 2 O with 100 μL norvaline as the internal standard and processed using EZ:Faast™ (Phenomenex ® Inc.) derivatisation kits for amino acid analysis by gas chromatography with flame ionization detection (GC/FID) as previously described (Dunstan et al. 2015). The EZ:Faast™ kit has been designed for rapid and efficient analyses of amino acids in plasma (Badawy 2019;Badawy et al. 2008). ...

Sweat facilitated losses of amino acids in Standardbred horses and the application of supplementation strategies to maintain condition during training

Comparative Exercise Physiology

... The horses were provided with an amino acid formulation commercially available as Fatigue Reviva™ (Top Nutrition Pty Ltd., Newcastle, Australia) which was a complex mix of 20 L-amino acids (glycine, proline, glutamine, carnitine, threonine, lysine, alanine, valine, taurine, serine, cysteine, arginine, histidine, isoleucine, phenylalanine, leucine, methionine, glutamic acid, aspartic acid, and tyrosine), fructo-oligosaccharide, malic acid, citric acid, succinic acid, ribose, and 13 minerals and 13 vitamins. The Fatigue Reviva™ product was developed for human consumption and has been shown to be efficacious in reducing fatigue (Dunstan et al., 2013(Dunstan et al., , 2014. The formulation was provided by the company in a large resealable plastic container and was mixed daily with mid-chain triglycerides oil (1:1) to form a paste before oral delivery via 60 ml plastic syringes. ...

Preliminary Evaluations of a Complex Amino Acid Supplement, Fatigue Reviva TM , to Reduce Fatigue in a Group of Professional Male Athletes and a Group of Males Recruited from the General Public

Food and Nutrition Sciences

... It is a non-disease and non-healthy state and may develop further into a disease state if not managed in time, 7 which has become a severe issue in many countries including China. [8][9][10] Evidence from different countries suggests the association between health status and HRPL: good mental health was significantly and positively associated with productivity, 11 while poor physical health linked to HRPL. 12 It was also found that a range of health conditions, such as arthritis, asthma, back/neck pain, psychological distress diabetes and high cholesterol, had impact on employees' HRPL. 13 According to the human capital model, 14 an individual's productivity is directly proportional to his or her health status. ...

Development of a complex amino acid supplement, Fatigue RevivaTM, for oral ingestion: initial evaluations of product concept and impact on symptoms of sub-health in a group of males

Nutrition Journal

... Genetic predisposition. Genetic predisposition has often been implicated in both VS and dyslexia (Pary, Lewis, Matuschka, & Lippman, 2002;Richardson & Ross 2000;Robinson et al., 2003;Loew & Watson, 2012b). An early study by Robinson et al. (1995), involving 751 children with VS, found that there was an 84% chance of one or both parents of VS individuals showing similar symptoms. ...

BIOCHEMICAL ANOMALIES IN PEOPLE WITH IRLEN SYNDROME: OVERLAPPING DIAGNOSTIC CATEGORIES, IMMUNE SYSTEM DYSFUNCTION AND DIETARY INTERVENTION
  • Citing Article

... Amino acids are essential molecules for the proper functioning of the human body. The disturbance in the amino acid metabolism has been associated with several diseases and health issues such as cancer, autism spectrum disorders, severe pain and celiac disease [41][42][43][44]. Many of these diseases require adherence to elimination diets, in which the intake of individual amino acids can be disturbed. ...

Altered amino acid homeostasis and the development of fatigue by breast cancer radiotherapy patients: A pilot study
  • Citing Article
  • October 2010

Clinical Biochemistry