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Published in: European Journal of Applied Physiology 9/2020

01-09-2020 | Original Article

Association between muscle aerobic capacity and whole-body peak oxygen uptake

Authors: Steve Guzman, Joel Ramirez, Stefan Keslacy, Ray de Leon, Katrina Yamazaki, Christine Dy

Published in: European Journal of Applied Physiology | Issue 9/2020

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Abstract

Purpose

Decline in skeletal muscle mitochondrial oxidative capacity (MOC) is associated with reduced aerobic capacity and increased risk of cardiovascular and metabolic disease. Measuring skeletal muscle MOC may be an alternative method to assess aerobic capacity, especially for individuals unable to perform a whole-body maximum oxygen uptake protocol. In this study, linear regression analysis in two leg muscles was performed to determine whether MOC values could be used to predict whole-body peak oxygen uptake.

Methods

MOC was measured with near infrared spectroscopy (NIRS) in the medial gastrocnemius (MG) and vastus lateralis (VL) muscles of 26 participants (age, 27.1 ± 5.8 years old). Whole-body peak oxygen uptake (VO2 peak) was determined by indirect calorimetry during a continuous ramp protocol on a cycle ergometer.

Results

VO2 peak values were significantly correlated with the muscle recovery rate constant (k) of the MG (kMG, r = 0.59; p < 0.01) and VL (kVL, r = 0.63; p < 0.01) muscles. Summing recovery rate constants of both muscles together (kMG + kVL) improved the strength of the correlation with VO2 peak (r = 0.78; p < 0.0001) and could explain a majority of the variance (R2 = 0.61) between the two measurements.

Conclusion

Data suggest that NIRS can provide reliable MOC measurements on two leg muscles that correlate well with whole-body peak oxygen uptake.
Literature
go back to reference Brizendine JT, Ryan TE, Larson RD, McCully KK (2013) Skeletal muscle metabolism in endurance athletes with near-infrared spectroscopy. Med Sci Sports Exerc 45(5):869–875PubMedCrossRef Brizendine JT, Ryan TE, Larson RD, McCully KK (2013) Skeletal muscle metabolism in endurance athletes with near-infrared spectroscopy. Med Sci Sports Exerc 45(5):869–875PubMedCrossRef
go back to reference Buchheit M, Ufland P, Haydar B, Laursen PB, Ahmaidi S (2011) Reproducibility and sensitivity of muscle reoxygenation and oxygen uptake recovery kinetics following running exercise in the field. Clin Physiol Funct Imaging 31(5):337–346PubMedCrossRef Buchheit M, Ufland P, Haydar B, Laursen PB, Ahmaidi S (2011) Reproducibility and sensitivity of muscle reoxygenation and oxygen uptake recovery kinetics following running exercise in the field. Clin Physiol Funct Imaging 31(5):337–346PubMedCrossRef
go back to reference Carter SL, Rennie CD, Hamilton SJ, Tarnopolsky MA (2001) Changes in skeletal muscle in males and females following endurance training. Can J Physiol Pharmacol 79(5):386–392PubMedCrossRef Carter SL, Rennie CD, Hamilton SJ, Tarnopolsky MA (2001) Changes in skeletal muscle in males and females following endurance training. Can J Physiol Pharmacol 79(5):386–392PubMedCrossRef
go back to reference Dudley GA, Abraham WM, Terjung RL (1982) Influence of exercise intensity and duration on biochemical adaptations in skeletal muscle. J Appl Physiol 53(4):844–850PubMedCrossRef Dudley GA, Abraham WM, Terjung RL (1982) Influence of exercise intensity and duration on biochemical adaptations in skeletal muscle. J Appl Physiol 53(4):844–850PubMedCrossRef
go back to reference Edgerton VR, Smith JL, Simpson DR (1975) Muscle fibre type populations of human leg muscles. Histochem J 7(3):259–266PubMedCrossRef Edgerton VR, Smith JL, Simpson DR (1975) Muscle fibre type populations of human leg muscles. Histochem J 7(3):259–266PubMedCrossRef
go back to reference Erickson ML, Ryan TE, Young HJ, McCully KK (2013) Near-infrared assessments of skeletal muscle oxidative capacity in persons with spinal cord injury. Eur J Appl Physiol 113(9):2275–2283PubMedPubMedCentralCrossRef Erickson ML, Ryan TE, Young HJ, McCully KK (2013) Near-infrared assessments of skeletal muscle oxidative capacity in persons with spinal cord injury. Eur J Appl Physiol 113(9):2275–2283PubMedPubMedCentralCrossRef
go back to reference Forbes SC, Slade JM, Francis RM, Meyer RA (2009) Comparison of oxidative capacity among leg muscles in humans using gated 31P 2-D chemical shift imaging. NMR Biomed Int J Devot Dev Appl Magn Reson In vivo 22(10):1063–1071 Forbes SC, Slade JM, Francis RM, Meyer RA (2009) Comparison of oxidative capacity among leg muscles in humans using gated 31P 2-D chemical shift imaging. NMR Biomed Int J Devot Dev Appl Magn Reson In vivo 22(10):1063–1071
go back to reference Grimby G, Nilsson NJ, Saltin B (1966) Cardiac output during submaximal and maximal exercise in active middle-aged athletes. J Appl Physiol 21(4):1150–1156PubMedCrossRef Grimby G, Nilsson NJ, Saltin B (1966) Cardiac output during submaximal and maximal exercise in active middle-aged athletes. J Appl Physiol 21(4):1150–1156PubMedCrossRef
go back to reference Hamaoka T, Iwane H, Shimomitsu T, Katsumura T, Murase N, Nishio S, Chance B (1996) Noninvasive measures of oxidative metabolism on working human muscles by near-infrared spectroscopy. J Appl Physiol 81(3):1410–1417PubMedCrossRef Hamaoka T, Iwane H, Shimomitsu T, Katsumura T, Murase N, Nishio S, Chance B (1996) Noninvasive measures of oxidative metabolism on working human muscles by near-infrared spectroscopy. J Appl Physiol 81(3):1410–1417PubMedCrossRef
go back to reference Harms SJ, Hickson RC (1983) Skeletal muscle mitochondria and myoglobin, endurance, and intensity of training. J Appl Physiol 54(3):798–802PubMedCrossRef Harms SJ, Hickson RC (1983) Skeletal muscle mitochondria and myoglobin, endurance, and intensity of training. J Appl Physiol 54(3):798–802PubMedCrossRef
go back to reference Henriksson J, Reitman JS (1977) Time course of changes in human skeletal muscle succinate dehydrogenase and cytochrome oxidase activities and maximal oxygen uptake with physical activity and inactivity. Acta Physiol Scand 99(1):91–97PubMedCrossRef Henriksson J, Reitman JS (1977) Time course of changes in human skeletal muscle succinate dehydrogenase and cytochrome oxidase activities and maximal oxygen uptake with physical activity and inactivity. Acta Physiol Scand 99(1):91–97PubMedCrossRef
go back to reference Hickson RC (1981) Skeletal muscle cytochrome c and myoglobin, endurance, and frequency of training. J Appl Physiol 51(3):746–749PubMedCrossRef Hickson RC (1981) Skeletal muscle cytochrome c and myoglobin, endurance, and frequency of training. J Appl Physiol 51(3):746–749PubMedCrossRef
go back to reference Hill AV, Lupton H (1923) Muscular exercise, lactic acid, and the supply and utilization of oxygen. QJM Int J Med 62:135–171CrossRef Hill AV, Lupton H (1923) Muscular exercise, lactic acid, and the supply and utilization of oxygen. QJM Int J Med 62:135–171CrossRef
go back to reference Holloszy JO, Coyle EF (1984) Adaptations of skeletal muscle to endurance exercise and their metabolic consequences. J Appl Physiol 56(4):831–838PubMedCrossRef Holloszy JO, Coyle EF (1984) Adaptations of skeletal muscle to endurance exercise and their metabolic consequences. J Appl Physiol 56(4):831–838PubMedCrossRef
go back to reference Hood DA (2009) Mechanisms of exercise-induced mitochondrial biogenesis in skeletal muscle. Appl Physiol Nutr Metab 34(3):465–472PubMedCrossRef Hood DA (2009) Mechanisms of exercise-induced mitochondrial biogenesis in skeletal muscle. Appl Physiol Nutr Metab 34(3):465–472PubMedCrossRef
go back to reference Hoppeler H (1990) The different relationship of V̇O2 to muscle mitochondria in humans and quadrupedal animals. Respir Physiol 80(2–3):137–145PubMedCrossRef Hoppeler H (1990) The different relationship of V̇O2 to muscle mitochondria in humans and quadrupedal animals. Respir Physiol 80(2–3):137–145PubMedCrossRef
go back to reference Hoppeler H, Lüthi P, Claassen H, Weibel ER, Howald H (1973) The ultrastructure of the normal human skeletal muscle. Pflügers Archiv 344(3):217–232PubMedCrossRef Hoppeler H, Lüthi P, Claassen H, Weibel ER, Howald H (1973) The ultrastructure of the normal human skeletal muscle. Pflügers Archiv 344(3):217–232PubMedCrossRef
go back to reference Hoppeler H, Howald H, Conley K, Lindstedt SL, Claassen H, Vock P, Weibel ER (1985) Endurance training in humans: aerobic capacity and structure of skeletal muscle. J Appl Physiol 59(2):320–327PubMedCrossRef Hoppeler H, Howald H, Conley K, Lindstedt SL, Claassen H, Vock P, Weibel ER (1985) Endurance training in humans: aerobic capacity and structure of skeletal muscle. J Appl Physiol 59(2):320–327PubMedCrossRef
go back to reference Jorge M, Hull ML (1986) Analysis of EMG measurements during bicycle pedaling. J Biomech 19(9):683–694PubMedCrossRef Jorge M, Hull ML (1986) Analysis of EMG measurements during bicycle pedaling. J Biomech 19(9):683–694PubMedCrossRef
go back to reference Kochanek KD, Murphy SL, Xu J, Arias E (2019) Deaths: Final data for 2017. Natl Vital Stat Rep 68(9):1–77PubMed Kochanek KD, Murphy SL, Xu J, Arias E (2019) Deaths: Final data for 2017. Natl Vital Stat Rep 68(9):1–77PubMed
go back to reference Krip B, Gledhill N, Jamnik V, Warburton D (1997) Effect of alterations in blood volume on cardiac function during maximal exercise. Med Sci Sports Exerc 29(11):1469–1476PubMedCrossRef Krip B, Gledhill N, Jamnik V, Warburton D (1997) Effect of alterations in blood volume on cardiac function during maximal exercise. Med Sci Sports Exerc 29(11):1469–1476PubMedCrossRef
go back to reference Lagerwaard B, Keijer J, McCully KK, de Boer VC, Nieuwenhuizen AG (2019) In vivo assessment of muscle mitochondrial function in healthy, young males in relation to parameters of aerobic fitness. Eur J Appl Physiol 119(8):1799–1808PubMedPubMedCentralCrossRef Lagerwaard B, Keijer J, McCully KK, de Boer VC, Nieuwenhuizen AG (2019) In vivo assessment of muscle mitochondrial function in healthy, young males in relation to parameters of aerobic fitness. Eur J Appl Physiol 119(8):1799–1808PubMedPubMedCentralCrossRef
go back to reference Lee DC, Artero EG, Sui X, Blair SN (2010) Mortality trends in the general population: the importance of cardiorespiratory fitness. J Psychopharmacol 24:27–35 (4_suppl)PubMedPubMedCentralCrossRef Lee DC, Artero EG, Sui X, Blair SN (2010) Mortality trends in the general population: the importance of cardiorespiratory fitness. J Psychopharmacol 24:27–35 (4_suppl)PubMedPubMedCentralCrossRef
go back to reference Lee DC, Sui X, Ortega FB, Kim YS, Church TS, Winett RA, Blair SN (2011) Comparisons of leisure-time physical activity and cardiorespiratory fitness as predictors of all-cause mortality in men and women. Br J Sports Med 45(6):504–510PubMedCrossRef Lee DC, Sui X, Ortega FB, Kim YS, Church TS, Winett RA, Blair SN (2011) Comparisons of leisure-time physical activity and cardiorespiratory fitness as predictors of all-cause mortality in men and women. Br J Sports Med 45(6):504–510PubMedCrossRef
go back to reference Lin X, Zhang X, Guo J, Roberts CK, McKenzie S, Wu WC, Liu S, Song Y (2015) Effects of exercise training on cardiorespiratory fitness and biomarkers of cardiometabolic health: a systematic review and meta-analysis of randomized controlled trials. J Am Heart Assoc 4(7):e002014PubMedPubMedCentral Lin X, Zhang X, Guo J, Roberts CK, McKenzie S, Wu WC, Liu S, Song Y (2015) Effects of exercise training on cardiorespiratory fitness and biomarkers of cardiometabolic health: a systematic review and meta-analysis of randomized controlled trials. J Am Heart Assoc 4(7):e002014PubMedPubMedCentral
go back to reference McKenzie S, Phillips SM, Carter SL, Lowther S, Gibala MJ, Tarnopolsky MA (2000) Endurance exercise training attenuates leucine oxidation and BCOAD activation during exercise in humans. Am J Physiol Endocrinol Metab 278(4):E580–E587PubMedCrossRef McKenzie S, Phillips SM, Carter SL, Lowther S, Gibala MJ, Tarnopolsky MA (2000) Endurance exercise training attenuates leucine oxidation and BCOAD activation during exercise in humans. Am J Physiol Endocrinol Metab 278(4):E580–E587PubMedCrossRef
go back to reference Montero D, Madsen K, Meinild-Lundby AK, Edin F, Lundby C (2018) Sexual dimorphism of substrate utilization: Differences in skeletal muscle mitochondrial volume density and function. Exp Physiol 103(6):851–859PubMedCrossRef Montero D, Madsen K, Meinild-Lundby AK, Edin F, Lundby C (2018) Sexual dimorphism of substrate utilization: Differences in skeletal muscle mitochondrial volume density and function. Exp Physiol 103(6):851–859PubMedCrossRef
go back to reference Motobe M, Murase N, Osada T, Homma T, Ueda C, Nagasawa T, Hoshika A (2004) Noninvasive monitoring of deterioration in skeletal muscle function with forearm cast immobilization and the prevention of deterioration. Dyn Med 3(1):2PubMedPubMedCentralCrossRef Motobe M, Murase N, Osada T, Homma T, Ueda C, Nagasawa T, Hoshika A (2004) Noninvasive monitoring of deterioration in skeletal muscle function with forearm cast immobilization and the prevention of deterioration. Dyn Med 3(1):2PubMedPubMedCentralCrossRef
go back to reference Nagasawa T, Hamaoka T, Sako T, Murakami M, Kime R, Homma T, Katsumura T (2003) A practical indicator of muscle oxidative capacity determined by recovery of muscle O2 consumption using NIR spectroscopy. Eur J Sport Sci 3(2):1–10CrossRef Nagasawa T, Hamaoka T, Sako T, Murakami M, Kime R, Homma T, Katsumura T (2003) A practical indicator of muscle oxidative capacity determined by recovery of muscle O2 consumption using NIR spectroscopy. Eur J Sport Sci 3(2):1–10CrossRef
go back to reference Poole DC, Wilkerson DP, Jones AM (2008) Validity of criteria for establishing maximal O2 uptake during ramp exercise tests. Eur J Appl Physiol 102(4):403–410PubMedCrossRef Poole DC, Wilkerson DP, Jones AM (2008) Validity of criteria for establishing maximal O2 uptake during ramp exercise tests. Eur J Appl Physiol 102(4):403–410PubMedCrossRef
go back to reference Qaisar R, Bhaskaran S, Van Remmen H (2016) Muscle fiber type diversification during exercise and regeneration. Free Radical Biol Med 98:56–67CrossRef Qaisar R, Bhaskaran S, Van Remmen H (2016) Muscle fiber type diversification during exercise and regeneration. Free Radical Biol Med 98:56–67CrossRef
go back to reference Ryan TE, Brizendine JT, McCully KK (2012a) A comparison of exercise type and intensity on the noninvasive assessment of skeletal muscle mitochondrial function using near-infrared spectroscopy. J Appl Physiol 114(2):230–237PubMedCrossRef Ryan TE, Brizendine JT, McCully KK (2012a) A comparison of exercise type and intensity on the noninvasive assessment of skeletal muscle mitochondrial function using near-infrared spectroscopy. J Appl Physiol 114(2):230–237PubMedCrossRef
go back to reference Ryan TE, Brizendine JT, Backus D, McCully KK (2013a) Electrically induced resistance training in individuals with motor complete spinal cord injury. Arch Phys Med Rehabil 94(11):2166–2173PubMedCrossRef Ryan TE, Brizendine JT, Backus D, McCully KK (2013a) Electrically induced resistance training in individuals with motor complete spinal cord injury. Arch Phys Med Rehabil 94(11):2166–2173PubMedCrossRef
go back to reference Saltin B (1964) Circulatory response to submaximal and maximal exercise after thermal dehydration. J Appl Physiol 19(6):1125–1132PubMedCrossRef Saltin B (1964) Circulatory response to submaximal and maximal exercise after thermal dehydration. J Appl Physiol 19(6):1125–1132PubMedCrossRef
go back to reference Scalzo RL, Peltonen GL, Binns SE, Shankaran M, Giordano GR, Hartley DA, Wood LM (2014) Greater muscle protein synthesis and mitochondrial biogenesis in males compared with females during sprint interval training. FASEB J 28(6):2705–2714PubMedCrossRef Scalzo RL, Peltonen GL, Binns SE, Shankaran M, Giordano GR, Hartley DA, Wood LM (2014) Greater muscle protein synthesis and mitochondrial biogenesis in males compared with females during sprint interval training. FASEB J 28(6):2705–2714PubMedCrossRef
go back to reference Skelly LE, Gibala MJ (2019) Skeletal muscle mitochondrial bioenergetics in humans: does sex matter? Exp Physiol 104(4):460–462PubMedCrossRef Skelly LE, Gibala MJ (2019) Skeletal muscle mitochondrial bioenergetics in humans: does sex matter? Exp Physiol 104(4):460–462PubMedCrossRef
go back to reference Ventura-Clapier R, Dworatzek E, Seeland U, Kararigas G, Arnal JF, Brunelleschi S, Glezerman M (2017) Sex in basic research: concepts in the cardiovascular field. Cardiovasc Res 113(7):711–724PubMedCrossRef Ventura-Clapier R, Dworatzek E, Seeland U, Kararigas G, Arnal JF, Brunelleschi S, Glezerman M (2017) Sex in basic research: concepts in the cardiovascular field. Cardiovasc Res 113(7):711–724PubMedCrossRef
Metadata
Title
Association between muscle aerobic capacity and whole-body peak oxygen uptake
Authors
Steve Guzman
Joel Ramirez
Stefan Keslacy
Ray de Leon
Katrina Yamazaki
Christine Dy
Publication date
01-09-2020
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Applied Physiology / Issue 9/2020
Print ISSN: 1439-6319
Electronic ISSN: 1439-6327
DOI
https://doi.org/10.1007/s00421-020-04402-9

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