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Systematic analysis of adaptations in aerobic capacity and submaximal energy metabolism provides a unique insight into determinants of human aerobic performance.
Open accessAbstract
It has not been established which physiological processes contribute to endurance training-related changes (Δ) in aerobic performance. For example, the relationship between intramuscular metabolic responses at the intensity used during training and improved human functional capacity has not been examined in a longitudinal study. In the present study we hypothesized that improvements in aerobic capacity (V̇o 2max) and metabolic control would combine equally to explain enhanced aerobic performance. Twenty-four sedentary males (24 ± 2 yr; 1.81 ± 0.08 m; 76.6 ± 11.3 kg) undertook supervised cycling training (45 min at 70% of pretraining V̇o 2max) 4 times/wk for 6 wk. Performance was determined using a 15-min cycling time trial, and muscle biopsies were taken before and after a 10-min cycle at 70% of pretraining V̇o 2max to quantify substrate metabolism. Substantial interindividual variability in training-induced adaptations was observed for most parameters, yet “low responders” for ΔV̇o 2max were not consistently low responders for other variables. While V̇o 2max and time trial performance were related at baseline ( r 2= 0.80, P < 0.001), the change in V̇o 2max was completely unrelated to the change in aerobic performance. The maximal parameters ΔV̇e max and ΔVeq max(ΔV̇e/V̇o 2max) accounted for 64% of the variance in ΔV̇o 2max( P < 0.001), whereas Δperformance was related to changes in the submaximal parameters Veq submax( r 2= 0.33; P < 0.01), muscle Δlactate ( r 2= 0.32; P < 0.01), and Δacetyl-carnitine ( r 2= 0.29; P < 0.05). This study demonstrates that improvements in high-intensity aerobic performance in humans are not related to altered maximal oxygen transport capacity. Altered muscle metabolism may provide the link between training stimulus and improved performance, but metabolic parameters do not change in a manner that relates to aerobic capacity changes.
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“Using a fixed percentage of a maximally achievable value of oxygen uptake or heart rate involves a considerable amount of interindividual heterogeneity in other markers of internal load (e.g., metabolic responses objectified by, for instance, peripheral blood lactate)”
From Dose-Response Matters! - A Perspective on the Exercise Prescription in Exercise-Cognition Research (2019) · cites this paper as Vollaard et al., 2009
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Cites
Limiting factors for maximum oxygen uptake and determinants of endurance performance
BASSETT, D. R. (2000) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-200001000-00012 · Cited by 2,410 · cited 4×
“Previously, it has been concluded that V˙ O 2max sets the upper limit for aerobic performance (3, 11), but this has little relevance for maximal work performance over extended durations, where it is not possible to maintain exercise at V˙ O 2max .”
InfluentialAMPK and PPARδ Agonists Are Exercise Mimetics
Narkar, V. A., Downes, M., Yu, R. T., Embler, E., Wang, Y.-X., Banayo, E., Mihaylova, M. M., Nelson, M. C., Zou, Y., Juguilon, H., et al. (2008) · Cell · doi:10.1016/j.cell.2008.06.051 · Cited by 1,222
Wei, M. (1999) · JAMA · doi:10.1001/jama.282.16.1547 · Cited by 1,168 · cited 1×
“A high V̇O2max is associated with reduced risk of metabolic and cardiovascular disease (9, 35, 50), and training-induced changes in V̇O2max have been shown to correlate with changes in risk factors for metabolic and cardiovascular disease and mortality (29, 51).”
BackgroundA calcineurin-dependent transcriptional pathway controls skeletal muscle fiber typePreprint
Chin, E. R., Olson, E. N., Richardson, J. A., Yang, Q., Humphries, C. G., Shelton, J. M., Wu, H., Zhu, W., Bassel‐Duby, R., & Williams, R. S. (1998) · Genes & Development · doi:10.1101/gad.12.16.2499 · Cited by 1,015 · cited 1×
“The potential for metabolic-responsive processes such as calcium-mediated signaling (8) or AMPK activation (32) as mediators of adaptations in aerobic performance would be consistent with our present analysis.”
ResultHarris, R. C., Hultman, E., & Nordesjö, L. ‐. (1974) · Scandinavian Journal of Clinical and Laboratory Investigation · doi:10.3109/00365517409082477 · Cited by 948
Individual differences in response to regular physical activity
BOUCHARD, C., & RANKINEN, T. (2001) · Medicine and Science in Sports and Exercise · doi:10.1097/00005768-200106001-00013 · Cited by 939 · cited 2×
“Indeed, the fact that some individuals do not improve V˙ O 2max in response to a standardized aerobic training program has been known for over two decades (25, 39) and was convincingly demonstrated by Bouchard et al. (6) in a large cohort in the HERITAGE Family Study.”
Maximal oxygen uptake in athletes
Saltin, B., & Astrand, P. O. (1967) · Journal of Applied Physiology · doi:10.1152/jappl.1967.23.3.353 · Cited by 798 · cited 1×
“In support of this view, V˙ O 2max and aerobic performance are positively correlated in athletes of mixed ability (15, 24, 27, 42), with well-trained endurance athletes achieving values for V˙ O 2max over twice those of sedentary individuals (42).”
Explosive-strength training improves 5-km running time by improving running economy and muscle power
Paavolainen, L. M., Häkkinen, K., Hämäläinen, I., Nummela, A. T., & Rusko, H. K. (1999) · Journal of Applied Physiology · doi:10.1152/jappl.1999.86.5.1527 · Cited by 694
Determination of the exercise intensity that elicits maximal fat oxidation
ACHTEN, J., GLEESON, M., & JEUKENDRUP, A. E. (2002) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-200201000-00015 · Cited by 551 · cited 1×
“…a training effect in endurance training studies (3), and V˙ O 2max is often used to quantify and standardize exercise intensity for training studies (13, 18, 38), submaximal time-to-exhaustion performance trials (28, 37), and studying metabolic responses to submaximal exercise (1, 41).”
Church, T. S., LaMonte, M. J., Barlow, C. E., & Blair, S. N. (2005) · Archives of Internal Medicine · doi:10.1001/archinte.165.18.2114 · Cited by 445
Cited by
Sorted by citations
Items 101–198 of 198
Kavaliauskas, M., Steer, T. P., & Babraj, J. (2016) · Sport Sciences for Health · doi:10.1007/s11332-016-0313-x · Cited by 16
“However, it has been shown that following endurance training there is a wide range of adaptations to _ VO2 max [34] and this can be seen in our data as well (Fig.”
BackgroundCoakley, S. L., & Passfield, L. (2017) · Journal of Sports Sciences · doi:10.1080/02640414.2017.1346269 · Cited by 17
Bonafiglia, J. T., Ross, R., & Gurd, B. J. (2019) · European Journal of Applied Physiology · doi:10.1007/s00421-019-04078-w · Cited by 19
Nuuttila, O., Nummela, A. T., Häkkinen, K., Seipäjärvi, S., & Kyröläinen, H. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18052401 · Cited by 17
“Individual changes in endurance performance after a standardized endurance training program can range from slightly negative up to even a 20–30% improvement [9,11].”
BackgroundKsiążek, M., Charmas, M., Klusiewicz, A., Zabielski, P., Długołęcka, B., Chabowski, A., & Baranowski, M. (2017) · Scandinavian Journal of Medicine and Science in Sports · doi:10.1111/sms.12910 · Cited by 17
Psychophysical benefits of recreational five-a-side football
Severino, N., Cassese, F., Ceciliani, A., D'Elia, F., & Tore, A. P. D. (2019) · Journal of Human Sport and Exercise · doi:10.14198/jhse.2019.14.proc2.07 · Cited by 13
Forced Running Endurance Is Influenced by Gene(s) on Mouse Chromosome 10
Kvedaras, M., Minderis, P., Fokin, A., Ratkevičius, A., Venckūnas, T., & Lionikas, A. (2017) · Frontiers in Physiology · doi:10.3389/fphys.2017.00009 · Cited by 16
“Both human (Vollaard et al., 2009) and rodent (Holloszy, 1967) studies demonstrated that endurance training is accompanied by an increase in CS activity.”
BackgroundSatellite cell pool expansion is affected by skeletal muscle characteristics
Macaluso, F., Brooks, N. E., Niesler, C. U., & Myburgh, K. H. (2012) · Muscle & Nerve · doi:10.1002/mus.23721 · Cited by 16
Botek, M., Krejčí, J., & Weisser, R. (2014) · Acta Gymnica · doi:10.5507/ag.2014.016 · Cited by 14
“The SA incorporated a sliding 256 points Hanning window and a Coarse-Graining Spectral Analysis algorithm (Yamamoto & Hughson, 1991).”
MethodReuter, M., Rosenberger, F., Barz, A., Venhorst, A., Blanz, L., Hecksteden, A., & Meyer, T. (2023) · Sports Medicine - Open · doi:10.1186/s40798-023-00579-3 · Cited by 16
“Vollaard and colleagues have already shown that for untrained individuals improvements in maximal running speed are not related to VO2max [48].”
BackgroundBonafiglia, J. T., Islam, H., Preobrazenski, N., Ma, A., Deschenes, M., Erlich, A. T., Quadrilatero, J., Hood, D. A., & Gurd, B. J. (2021) · Experimental Physiology · doi:10.1113/ep089421 · Cited by 13
“Several studies have reported a wide range of individual molecular and morphological changes following aerobic exercise training in human skeletal muscle (Simoneau et al., 1986; Vollaard et al., 2009; McPhee et al., 2011; Yan et al., 2017; Raleigh et al., 2018).”
BackgroundInfluentialComparison of Measures of Maximal and Submaximal Fitness in Response to Exercise
Clarke, J. G., de Lannoy, L., & Ross, R. (2016) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000001164 · Cited by 14
Bossi, A. H., Naumann, U., Passfield, L., & Hopker, J. (2024) · European Journal of Applied Physiology · doi:10.1007/s00421-023-05340-y · Cited by 13
“…responses to training, several authors have claimed that the extent to which each individual adapts to a standardised programme is fairly unique (Vollaard et al. 2009; Coakley and Passfield 2018; Bonafiglia et al. 2019; Preobrazenski et al. 2019; Astorino et al. 2018; Weatherwax et al. 2019;…”
BackgroundMethodInfluentialSilva, A. F., Oliveira, R. F. S., Ceylan, H. İ., Akyıldız, Z., González-Férnandez, F. T., Nobarı, H., Yıldız, M., Birlik, S., & Clemente, F. M. (2022) · BMC Sports Science Medicine and Rehabilitation · doi:10.1186/s13102-022-00595-y · Cited by 12
“Still, there are several inter variations between individuals that can influence results on variables such as maximal oxygen uptake [53], exercise HR [54], aerobic threshold [55], the anaerobic threshold [54, 55].”
BackgroundTime Course Changes in Confirmed ‘True’ VO2max After Individualized and Standardized Training
Weatherwax, R. M., Harris, N., Kilding, A. E., & Dalleck, L. C. (2019) · Sports Medicine International Open · doi:10.1055/a-0867-9415 · Cited by 12
“However, these values may not be sensitive enough to provide a workload that elicits the desired metabolic response [22, 42].”
BackgroundLouis, J. B., Bennett, S. E., Owens, D. J., Tiollier, E., Brocherie, F., Carneiro, M. A. S., Nunes, P. R. P., Costa, B. D. D. V., Castro-e-Souza, P., Lima, L., et al. (2022) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00613.2022 · Cited by 12
Notley, S. R., Mitchell, D., & Taylor, N. A. S. (2023) · European Journal of Applied Physiology · doi:10.1007/s00421-023-05262-9 · Cited by 12
Bonet, J. B., Magalhães, J., Viscor, G., Pagés, T., Ventura, J. L., Torrella, J. R., & Javierre, C. F. (2020) · Frontiers in Physiology · doi:10.3389/fphys.2020.579835 · Cited by 11
“This finding in middle-aged women is in accordance with those of studies on young women (McPhee et al., 2010) and men (Vollaard et al., 2009; Scharhag-Rosenberger et al., 2010).”
BackgroundResultJacques, M., Landen, S., Alvarez‐Romero, J., Yan, X., Hiam, D., Jones, P. R., Gurd, B. J., Eynon, N., & Voisin, S. A. C. (2022) · European Journal of Sport Science · doi:10.1080/17461391.2022.2048894 · Cited by 9
“with the previous literature we observed variable response in individuals across interventions when utilising a TEM as a threshold (Bonafiglia et al., 2016; Hecksteden et al., 2018; Schulhauser et al., 2021; Vollaard et al., 2009).”
MethodResultNicolodi, G. V., Plentz, R. D. M., Righi, N. C., & Stein, C. (2021) · Disability and Rehabilitation · doi:10.1080/09638288.2021.1900929 · Cited by 11
Metcalfe, R. S., & Vollaard, N. B. J. (2021) · Applied Physiology, Nutrition, and Metabolism · doi:10.1139/apnm-2020-0855 · Cited by 13
“…to REHIT/SIT for changes in VO2max 346 are also non-responders for other health markers (i.e. universal non responders), but previous 347 work looking at interindividual differences in response to aerobic exercise training suggests 348 that this may not be the case (Vollaard et al., 2009).”
BackgroundSelf-citationRenwick, J. R. M., Preobrazenski, N., Wu, Z., Khansari, A., LeBouedec, M. A., Nuttall, J. M. G., Bancroft, K. R., Simpson-Stairs, N., Swinton, P. A., & Gurd, B. J. (2024) · Sports Medicine · doi:10.1007/s40279-024-02089-y · Cited by 12
Indicators of response to exercise training: a systematic review and meta-analysis
Ardavani, A., Aziz, H., Phillips, B. E., Doleman, B., Ramzan, I., Mozaffar, B., Atherton, P. J., & IDRIS, I. R. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-044676 · Cited by 9
Borgen, N. T. (2017) · Sports Medicine · doi:10.1007/s40279-017-0789-9 · Cited by 10
Massett, M. P., Avila, J. J., & Kim, S. K. (2015) · PLoS ONE · doi:10.1371/journal.pone.0145741 · Cited by 9
‘Combining Hypoxic Methods for Peak Performance’: a Biomedical Engineering Perspective
Bassovitch, O. (2010) · Sports Medicine · doi:10.2165/11535150-000000000-00000 · Cited by 9
Hota, M., Barber, J. L., Ruiz‐Ramie, J. J., Schwartz, C. S., Lam, D. T. U. H., Rao, P., Mi, M., Katz, D. H., Robbins, J., Clish, C. B., et al. (2023) · Physiological Genomics · doi:10.1152/physiolgenomics.00163.2022 · Cited by 8
Vanderheyden, W. M., Kehoe, M., Vanini, G., Britton, S. L., & Koch, L. G. (2021) · Physiological Reports · doi:10.14814/phy2.14716 · Cited by 7
“…response to exercise training is noted as having wide heterogeneity such that some individuals improve exercise capacity more than others (e.g., higher rise in maximal oxygen consumption) (Vollaard et al., 2009), largely due to unidentified genotype-environment interactions (Bouchard et al., 2012).”
BackgroundVascular Adaptation to Indoor Cycling Exercise in Premenopausal Women
Bjarnegård, N., Hedman, K., & Länne, T. (2019) · International Journal of Sports Medicine · doi:10.1055/a-0800-1640 · Cited by 7
“11 and maximal bicycle power output exist, considerable inter-individual variation may occur when the change in peak power output is related to change in peak VO2 [44].”
BackgroundFlavanol-Rich Cocoa Supplementation Inhibits Mitochondrial Biogenesis Triggered by Exercise
García-Merino, J. A., de Lucas, B., Herrera-Rocha, K. M., Moreno‐Pérez, D., Montalvo-Lominchar, M. G., Fernández-Romero, A., Santiago, C., Pérez, M., & Larrosa, M. (2022) · Antioxidants · doi:10.3390/antiox11081522 · Cited by 7
“One explanation for this phenomenon could be that the increase in aerobic capacity and endurance performance depends on many other factors such as calcium-mediated signaling, AMP-activated protein kinase (AMPK) activation, vascular remodeling induced by the hypoxia inducible factor-alpha and vascular endothelial growt…”
BackgroundStrepp, T., Blumkaitis, J. C., Sareban, M., STÖGGL, T. L., & Haller, N. (2024) · Sports Medicine - Open · doi:10.1186/s40798-024-00761-1 · Cited by 7
Reitzner, S. M., Norrbom, J., Sundberg, C. J., & Gidlund, E. (2018) · Physiological Reports · doi:10.14814/phy2.13624 · Cited by 5
“Furthermore, it has been suggested that systemic markers of physical performance like _VO2peak in fact do not seem to correlate with biochemical markers locally measured in muscle biopsies (Vollaard et al. 2009).”
BackgroundSelf-citation(Evidenzbasierte) Trainingsprinzipien
Donath, L., & Faude, O. (2019) · Springer eBooks · doi:10.1007/978-3-662-53386-4_45-1 · Cited by 6
Supramaximal interval training using anaerobic speed reserve or sprint interval training in rowers
Yu, T., Jinghui, Z., Chuanwei, D., Zijian, Z., & Yuxiong, X. (2025) · Frontiers in Physiology · doi:10.3389/fphys.2025.1516268 · Cited by 9
Lin, D. W., Potiaumpai, M., Schmitz, K. H., & Sturgeon, K. M. (2020) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000002539 · Cited by 7
“For instance, a fixed proportion of participants with the lowest training response were classified as “nonresponders” in some studies, regardless of the magnitude of change in the outcome of interest (47,48).”
BackgroundLuo, X., Zhang, D., & Yu, W. (2024) · International Journal of Sports Physiology and Performance · doi:10.1123/ijspp.2023-0246 · Cited by 5
‘Mean response’ disregards the importance of individual variation
Mann, T. N. (2011) · South African Journal of Sports Medicine · doi:10.17159/2078-516x/2011/v23i1a532 · Cited by 5
“Several authors have highlighted the discrepancy between the mean group response and the responses of individual participants by reporting the effects of exercise training programmes that were carefully standardised by frequency and intensity of training.(1-6) These standardised training studies have documented a rang…”
BackgroundNorte, B. R., Steele, J., & Wright, J. (2024) · International Journal of Strength and Conditioning · doi:10.47206/ijsc.v4i1.271 · Cited by 6
Exercise, Gene Regulation, and Cardiometabolic Disease
Chapman, M., & Sundberg, C. J. (2019) · Springer eBooks · doi:10.1007/978-3-030-04816-7_2 · Cited by 3
Self-citationHottenrott, K. (2014) · American Journal of Sports Science · doi:10.11648/j.ajss.20140205.15 · Cited by 3
“Even after highly standardized training programs, the magnitude of improvements in maximal oxygen uptake has ranged from none to almost 40 % [3,4,5].”
BackgroundDonath, L., & Faude, O. (2022) · MSK – Muskuloskelettale Physiotherapie · doi:10.1055/a-1778-2747 · Cited by 3
Garai, K., Adam, Z., Herczeg, R., Kátai, E., Nagy, T., Pál, S., Gyenesei, A., Pongracz, J. E., Wilhelm, M., & Kvell, K. (2019) · Frontiers in Physiology · doi:10.3389/fphys.2019.01242 · Cited by 3
“More importantly, similarly to other studies, our data confirm that high responders for one parameter are not necessarily high responders for others (Vollaard et al., 2009; Mann et al., 2014).”
BackgroundResultRun more, perform better—old truth revisited
Kainulainen, H. (2009) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00200.2009 · Cited by 3
“(8), by combining maximal and submaximal physiological and biochemical parameters, demonstrate that changes in muscle metabolism may explain changes in performance but not in V̇O2max.”
BackgroundInfluentialVariabilita srdeční frekvence v tréninkovém procesu: historie, současnost a perspektiva
Botek, M., Krejčí, J., & McKune, A. J. (2017) · doi:10.5507/ftk.16.24452029 · Cited by 3
Defining Running Intensity Domains from Critical Speed Derived from a 3-Minute All-Out Running Test
Tsai, M., Lee, L. S., & Thomas, S. G. (2025) · Physiologia · doi:10.3390/physiologia5010006 · Cited by 2
“While unexpected, it aligns with previous findings that suggest VO 2 -based measures are less precise in identifying transitions in exercise intensity due to their dependence on factors such as protocol duration and equipment sensitivity [40,41].”
Odden, I. U., Hamarsland, H., Urianstad, T., Hammarström, D., Rustaden, A. M., Koll, L., Hanestadhaugen, M., Larsen, S., Ellefsen, S., Hansen, J., et al. (2026) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00154.2026 · Cited by 2
Yu, X., Fan, Y., Sun, X., Wang, X., Guo, Q., & Fan, Z. (2022) · Cardiology Research and Practice · doi:10.1155/2022/9742071 · Cited by 3
“Studies have suggested that subjects show improvements in oxidative enzyme activities in muscles even in the group that did not show an increase in VO2 max in response to aerobic exercise [34].”
Background(Evidenzbasierte) Trainingsprinzipien
Donath, L., & Faude, O. (2023) · Springer eBooks · doi:10.1007/978-3-662-53410-6_45 · Cited by 2
Den Trainingsreiz richtig setzen – Refresher: Trainingsprinzipien
Donath, L., & Faude, O. (2020) · physiopraxis · doi:10.1055/a-1158-5493 · Cited by 2
Goddard, N., Baker, M., Higgins, T., & Cobbold, C. (2014) · International journal of exercise science · doi:10.70252/nsub9667 · Cited by 2
“Other studies of VO2max have reported high and low/non-responders with results ranging from a 2% decrease to >30% increase (35, 40).”
BackgroundResultTraining intensity distribution, physiological adaptation and immune function in endurance athletes
Neal, C. M. (2011) · Stirling Online Research Repository (University of Stirling) · Cited by 2
Funktionelle Interaktion zwischen Muskeln und Knochen: Theorie und potenzielle klinische Relevanz
Toigo, M. (2013) · Journal für Kardiologie (Krause & Pachernegg GmbH) · Cited by 2
Redefining Exercise Intensity during Competition Swimming
Swanwick, E. (2018) · Biomedical Journal of Scientific & Technical Research · doi:10.26717/bjstr.2018.05.001232 · Cited by 1
“The development of performance and the rate at which this adaptation occurs is variable [23] and appears to depend on the volume, intensity and frequency of the training [24].”
BackgroundMatomäki, P., Heinonen, O. J., Nummela, A. T., Kokkonen, M., & Kyröläinen, H. (2024) · Biomedical Human Kinetics · doi:10.2478/bhk-2024-0009 · Cited by 1
Bei, Y., Zhong, D., Lu, J., Qiu, Y., Bowen, T. S., Chen, N., Dun, Y., Gao, F., Huang, Y., Li, G., et al. (2025) · Journal of sport and health science/Journal of Sport and Health Science · doi:10.1016/j.jshs.2025.101103 · Cited by 1
In sport is it all mind over matter
Noakes, T. D. (2012) · Dialogues in Cardiovascular Medicine · Cited by 1
Dark matter before the LHC in a natural supersymmetric standard model
Ryuichiro Kitano, A., & Yasunori Nomura, A. (2005) · Physics Letters B · doi:10.1016/j.physletb.2005.10.069 · Cited by 9
Vollaard, N. B. J., Metcalfe, R. S., & Williams, S. (2017) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000001365 · Cited by 1
Self-citationKido, K., & Kjøbsted, R. (2023) · Frontiers in Physiology · doi:10.3389/fphys.2023.1169923 · Cited by 1
“In addition, low responders to the adaptation of aerobic capacity (VO2max) and muscle growth after aerobic and resistance exercise training are also known to exist (Vollaard et al., 2009; Roberts et al., 2018) but the underlying causes have not yet been fully elucidated.”
BackgroundHurst, R. A. (2014) · University of Hertfordshire Research Archive (University of Hertfordshire) · doi:10.18745/th.13896 · Cited by 1
“(Hawley, 2002) The rate at which these adaptations occur is variable (Vollaard et al., 2009) and appears to depend on the volume, intensity, frequency and mode of the training.”
BackgroundGenomics of Pediatric Metabolic Syndrome
Rampersaud, E., & Ciliberti, M. A. (2012) · Springer eBooks · doi:10.1007/978-1-4471-2366-8_13
A Primer on Systems Biology, as Applied to Exercise Physiology and Metabolism
Timmons, J. A., & Helge, J. W. (2010) · Wiley eBooks · doi:10.1002/9781444327335.ch26
Self-citationPartanen, J. (2014) · Jyväskylä University Digital Archive (University of Jyväskylä)
Metcalfe, R. S. (2015) · The University of Bath Online Publications Store (The University of Bath) · doi:10.13140/rg.2.1.4944.0088
Clarke, K. (2014) · University of Birmingham Institutional Research Archive (University of Birmingham)
Correction: Molecular Networks of Human Muscle Adaptation to Exercise and Age
Phillips, B. E., Williams, J. P., Gustafsson, T. P., Bouchard, C., Rankinen, T., Knudsen, S., Smith, K. D., Timmons, J. A., & Atherton, P. J. (2013) · PLoS Genetics · doi:10.1371/annotation/35682594-0e72-496b-8641-f956d22c391e
Self-citationIrigoyen, M. C., Phillips, M. I., de Oliveira, E. M., Fernandes, T. M., Hashimoto, N. Y., Mota, G. A. F., Amadeu, M. A., Melman, Y. F., Shah, R. V., Das, S., et al. (2014)
Sundberg, J., Wahlestedt, C., Britton, S. L., Bouchard, C., Greenhaff, L., Tarnopolsky, M. A., van Loon, L. J. C., Pedersen, B. K., MacDougald, O. A., Jansson, E., et al. (2015)
Self-citationTittel på avhandlingen Undertittel på avhandlingen
Kaurstad, G. (2012)
response to exercise training Selectively bred rat model system for low and high
Koch, L. G., Pollott, G. E., Britton, S. L., Veskoukis, A. S., Zafeiridis, A., Δίπλα, Κ., Kyparos, A., Paschalis, V., Powers, S. K., Sollanek, K. J., et al. (2015)
Parviainen, J. (2015) · Jyväskylä University Digital Archive (University of Jyväskylä)
Mamen, A. (2011) · NORA - Norwegian Open Research Archives
Competition and training demands of junior Sprint Kayak athletes
Borges, T. O. (2013) · UTS ePRESS (University of Technology Sydney)
Variation in Response and Recovery to Training Intensity in Highly Trained Rowers
Holt, A. C. (2016) · Tuwhera (Auckland University of Technology)
Scribbans, T. D. (2016) · QSpace (Queen's University Library)
Edgett, B. A. (2017) · QSpace (Queen's University Library)
Quantifying the Inter-Individual Variation in Response to Exercise Interventions
Williamson, P. (2018)
Research Ethics in Sport and Exercise Science
West, J. (2019) · Springer eBooks · doi:10.1007/978-3-319-76040-7_48-1
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Pickering, C. (2020) · CLOK (University of Central Lancashire) · doi:10.13140/rg.2.2.25902.54081 · Cited by 1
Glucose control, cardiorespiratory fitness, and dietary composition in healthy men.
Moller, J. C. (2020) · SUNScholar (Stellenbosch University)
Countermovement Jump Assessment for Athlete Neuromuscular Fatigue Monitoring
Gathercole, R. J. (2014)
Exercise and training in NAFLD and insulin resistance
Brouwers, B. (2016) · Research Publications (Maastricht University) · doi:10.26481/dis.20160624bb
‘Mean response’ disregards the importance of individual variation
Mann, T. N. (2016) · South African Journal of Sports Medicine · doi:10.17159/2413-3108/2011/v23i1a532
Hurdling the Challenges of the 2019 IAAF World Championships
(409080), O. G., Racinais, S., Édouard, P., (8540739), A. R., Navarro, L., Grémeaux, V., (8540754), P. B., (17471385), A. J., (7512125), F. J. H., (9728127), A. M. E., et al. (2020) · Frontiers research topics · doi:10.3389/978-2-88963-499-6
“Biological first principles consistently demonstrate a huge variability in adaptation to a given exercise stimulus and is prevalent across multiple sports (Gaskill et al., 1999; Vollaard et al., 2009; Timmons et al., 2010; Sylta et al., 2016).”
BackgroundResearch Ethics in Sport and Exercise Science
West, J. (2020) · Springer eBooks · doi:10.1007/978-3-030-16759-2_48
Magal, M., Fann, S. L., & Thomas, K. S. (2022) · International journal of exercise science · doi:10.70252/htqc8842
Individualisation de l’entraînement : une entrée physiologique
Thomas, C. (2022) · INSEP-Éditions eBooks · doi:10.4000/books.insep.2943
A Historical Overview and Future Directions in Sport and Exercise Psychophysiology
Celoch, K., & Bigliassi, M. (2025) · Springer eBooks · doi:10.1007/978-3-031-90034-1_1
Peng, Q., Zhang, Z., Gao, L., Zhang, H., & Liu, Y. (2025) · Journal of Sports Science and Medicine · doi:10.52082/jssm.2025.839
Single-leg cycling: a new training paradigm for improved bilateral cycling performance?
Turner, R. (2011) · University of Birmingham Institutional Research Archive (University of Birmingham)
Strepp, T., Blumkaitis, J. C., Sareban, M., STÖGGL, T. L., & Haller, N. (2024) · Figshare · doi:10.6084/m9.figshare.26952372
Strepp, T., Blumkaitis, J. C., Sareban, M., STÖGGL, T. L., & Haller, N. (2024) · Figshare · doi:10.6084/m9.figshare.26952366
Strepp, T., Blumkaitis, J. C., Sareban, M., STÖGGL, T. L., & Haller, N. (2024) · Figshare · doi:10.6084/m9.figshare.26952369
Chalencon, S. (2013) · theses.fr (ABES) · doi:10.70675/84a5a6ffz6b91z421bz8638zbe93130613cd · Cited by 1
Surrogate Markers of Cardiorespiratory Fitness for Performance and Health: A Narrative Review
Aube, J. J., Beaupre, L. P. R., & Gurd, B. J. (2026) · Applied Sciences · doi:10.3390/app16189225
Metadata
- Authors
- Vollaard, N. B. J., Constantin-Teodosiu, D., Fredriksson, K., Rooyackers, O., Jansson, E., Greenhaff, P. L., Timmons, J. A., & Sundberg, C. J.
- Affiliations
- Stockholm University (SE)
- Karolinska University Hospital (SE)
- University of Nottingham (GB)
- Karolinska Institutet (SE)
- Corresponding author
- Timmons, James A.
- ORCID
- Venue
- Journal of Applied Physiology
- Publisher
- American Physiological Society
- Published
- 2009-05
- Volume
- 106
- Issue
- 5
- Pages
- 1479-1486
- ISSN
- 0161-7567 (ISSN-L)
- 8750-7587
- 1522-1601
- OpenAlex
- W2121236814
- Cited by
- 205
- References
- 55
- Citations by year
- 2026: 2 · 2025: 6 · 2024: 12 · 2023: 8 · 2022: 9 · 2021: 11 · 2020: 12 · 2019: 18 · 2018: 13 · 2017: 19 · 2016: 14 · 2015: 14 · 2014: 13 · 2013: 16 · 2012: 8
- FWCI
- 30.14
- Type
- journal article
- Language
- en
- Open access
- green
- dspace.stir.ac.uk
- Licence
- public-domain
- Locations
- Journal of Applied Physiology (publishedVersion)
- PubMed (publishedVersion)
- Stirling Online Research Repository (University of Stirling) (submittedVersion, public-domain)
- Research at the University of Copenhagen (University of Copenhagen) (submittedVersion)
- Funders
- Pfizer
- Topics
- Health Sciences › Medicine › Physiology (medical) › Cardiovascular and exercise physiology
- Health Sciences › Medicine › Orthopedics and Sports Medicine › Sports Performance and Training
- Health Sciences › Nursing › Nutrition and Dietetics › Muscle metabolism and nutrition
- Keywords
- cardiorespiratory fitness, endurance training, aerobic performance, substrate metabolism, muscle lactate, acetyl-L-carnitine, cycling time trial, training-induced adaptations, interindividual variability, sedentary men
- MeSH terms
- Acetylcarnitine, Adaptation, Physiological, Adenosine Triphosphatases, Adult, Biopsy, Citrate (si)-Synthase, Electron Transport Complex IV, Energy Metabolism, Exercise Test, Humans, Male, Oxygen Consumption, Exercise, Polymerase Chain Reaction, Lactic Acid, Electron Transport Complex I, Quadriceps Muscle, Young Adult
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