Skip to main content
Erschienen in: European Journal of Applied Physiology 2/2007

01.01.2007 | Original Article

Development of nonexercise prediction models of maximal oxygen uptake in healthy Japanese young men

verfasst von: Kiyoshi Sanada, Taishi Midorikawa, Tomohiro Yasuda, Charles F. Kearns, Takashi Abe

Erschienen in: European Journal of Applied Physiology | Ausgabe 2/2007

Einloggen, um Zugang zu erhalten

Abstract

The present study developed nonexercise models for predicting maximal oxygen uptake \(({\dot{{V}}}\hbox{O}_{\rm{2max}})\) using skeletal muscle (SM) mass and cardiac dimensions and to investigate the validity of these equations in healthy Japanese young men. Sixty healthy Japanese men were randomly separated into two groups: 40 in the development group and 20 in the validation group. \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) during treadmill running was measured using an automated breath-by-breath mass spectrometry system. Left ventricular internal dimensions at end-diastole (LVIDD) and at end-systole (LVIDS) were measured using M-mode ultrasound with a 2.5 MHz transducer. Stroke volume (SV) was calculated based on the Pombo rule. SM mass was predicted by B-mode ultrasound muscle thickness. Correlations were observed between \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) and predicted thigh (r = 0.74, P < 0.001) and lower leg SM mass (r = 0.55, P < 0.001). Furthermore, there were correlations between \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) and LVIDD (r = 0.74, P < 0.001) and SV (r = 0.72, P < 0.001). Stepwise regression analysis was applied to thigh SM mass and SV for prediction of \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) in the development group, and these parameters were closely correlated with absolute measured \({\dot{{V}}}\hbox{O}_{\rm{2max}}\ ({R}^{2}=0.72, P < 0.001)\) by multiple regression analysis. When the \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) prediction equations were applied to the validation group, significant correlations were also observed between the measured and predicted \({\dot{{V}}}\hbox{O}_{\rm{2max}}\ ({R}^{2}=0.83, P < 0.001).\) These results suggested that nonexercise prediction of \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) using thigh SM mass and cardiac dimension is a valid method to predict \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) in young Japanese adults.
Literatur
Zurück zum Zitat Abe T, Kondo M, Kawakami Y, Fukunaga T (1994) Prediction equations for body composition of Japanese adults by B-mode ultrasound. Am J Hum Biol 6:161–170CrossRef Abe T, Kondo M, Kawakami Y, Fukunaga T (1994) Prediction equations for body composition of Japanese adults by B-mode ultrasound. Am J Hum Biol 6:161–170CrossRef
Zurück zum Zitat American College of Sports Medicine (1995) Guidelines for exercise testing and prescription. Lippincott Williams & Wilkins, Philadelphia American College of Sports Medicine (1995) Guidelines for exercise testing and prescription. Lippincott Williams & Wilkins, Philadelphia
Zurück zum Zitat Astrand PO, Ryhming I (1954) A nomogram for calculation of aerobic capacity (physical fitness) from pulse rate during sub-maximal work. J Appl Physiol 7:218–221PubMed Astrand PO, Ryhming I (1954) A nomogram for calculation of aerobic capacity (physical fitness) from pulse rate during sub-maximal work. J Appl Physiol 7:218–221PubMed
Zurück zum Zitat Bassett DR Jr, Howley ET (2000) Limiting factors for maximum oxygen uptake and determinants of endurance performance. Med Sci Sports Exerc 32:70–84PubMedCrossRef Bassett DR Jr, Howley ET (2000) Limiting factors for maximum oxygen uptake and determinants of endurance performance. Med Sci Sports Exerc 32:70–84PubMedCrossRef
Zurück zum Zitat Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1:307–310PubMed Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1:307–310PubMed
Zurück zum Zitat Brozek J, Grande F, Anderson JT, Keys A (1963) Densitometric analysis of body composition: revision of some quantitative assumptions. Ann NY Acad Sci 110:113–140PubMedCrossRef Brozek J, Grande F, Anderson JT, Keys A (1963) Densitometric analysis of body composition: revision of some quantitative assumptions. Ann NY Acad Sci 110:113–140PubMedCrossRef
Zurück zum Zitat Cicoira M, Zanolla L, Franceschini L, Rossi A, Golia G, Zamboni M, Tosoni P, Zardini P (2001) Skeletal muscle mass independently predicts peak oxygen consumption and ventilatory response during exercise in noncachectic patients with chronic heart failure. J Am Coll Cardiol 37:2080–2085PubMedCrossRef Cicoira M, Zanolla L, Franceschini L, Rossi A, Golia G, Zamboni M, Tosoni P, Zardini P (2001) Skeletal muscle mass independently predicts peak oxygen consumption and ventilatory response during exercise in noncachectic patients with chronic heart failure. J Am Coll Cardiol 37:2080–2085PubMedCrossRef
Zurück zum Zitat Cooper KH (1968) A means of assessing maximal oxygen intake. Correlation between field and treadmill testing. JAMA 203:201–204PubMedCrossRef Cooper KH (1968) A means of assessing maximal oxygen intake. Correlation between field and treadmill testing. JAMA 203:201–204PubMedCrossRef
Zurück zum Zitat Davis JA, Storer TW, Caiozzo VJ, Pham PH (2002) Lower reference limit for maximal oxygen uptake in men and women. Clin Physiol Funct Imaging 22:332–338PubMedCrossRef Davis JA, Storer TW, Caiozzo VJ, Pham PH (2002) Lower reference limit for maximal oxygen uptake in men and women. Clin Physiol Funct Imaging 22:332–338PubMedCrossRef
Zurück zum Zitat Fairbarn MS, Blackie SP, McElvaney NG, Wiggs BR, Pare PD, Pardy RL (1994) Prediction of heart rate and oxygen uptake during incremental and maximal exercise in healthy adults. Chest 105:1365–1369PubMed Fairbarn MS, Blackie SP, McElvaney NG, Wiggs BR, Pare PD, Pardy RL (1994) Prediction of heart rate and oxygen uptake during incremental and maximal exercise in healthy adults. Chest 105:1365–1369PubMed
Zurück zum Zitat Fox EL (1973) A simple, accurate technique for predicting maximal aerobic power. J Appl Physiol 35:914–916PubMed Fox EL (1973) A simple, accurate technique for predicting maximal aerobic power. J Appl Physiol 35:914–916PubMed
Zurück zum Zitat Heil DP, Freedson PS, Ahlquist LE, Price J, Rippe JM (1995) Nonexercise regression models to estimate peak oxygen consumption. Med Sci Sports Exerc 27:599–606PubMed Heil DP, Freedson PS, Ahlquist LE, Price J, Rippe JM (1995) Nonexercise regression models to estimate peak oxygen consumption. Med Sci Sports Exerc 27:599–606PubMed
Zurück zum Zitat Howley ET, Bassett DR Jr, Welch HG (1995) Criteria for maximal oxygen uptake: review and commentary. Med Sci Sports Exerc 27:1292–1301PubMed Howley ET, Bassett DR Jr, Welch HG (1995) Criteria for maximal oxygen uptake: review and commentary. Med Sci Sports Exerc 27:1292–1301PubMed
Zurück zum Zitat Jackson AS, Blair SN, Mahar MT, Wier LT, Ross RM, Stuteville JE (1990) Prediction of functional aerobic capacity without exercise testing. Med Sci Sports Exerc 22:863–870PubMed Jackson AS, Blair SN, Mahar MT, Wier LT, Ross RM, Stuteville JE (1990) Prediction of functional aerobic capacity without exercise testing. Med Sci Sports Exerc 22:863–870PubMed
Zurück zum Zitat Jones NL, Makrides L, Hitchcock C, Chypchar T, McCartney N (1985) Normal standards for an incremental progressive cycle ergometer test. Am Rev Respir Dis 131:700–708PubMed Jones NL, Makrides L, Hitchcock C, Chypchar T, McCartney N (1985) Normal standards for an incremental progressive cycle ergometer test. Am Rev Respir Dis 131:700–708PubMed
Zurück zum Zitat Kolkhorst FW, Dolgener FA (1994) Nonexercise model fails to predict aerobic capacity in college students with high \(\dot{{V}}\hbox{O}_{2}\) peak. Res Q Exerc Sport 65:78–83PubMed Kolkhorst FW, Dolgener FA (1994) Nonexercise model fails to predict aerobic capacity in college students with high \(\dot{{V}}\hbox{O}_{2}\) peak. Res Q Exerc Sport 65:78–83PubMed
Zurück zum Zitat Lang CC, Chomsky DB, Rayos G, Yeoh TK, Wilson JR (1997) Skeletal muscle mass and exercise performance in stable ambulatory patients with heart failure. J Appl Physiol 82:257–261PubMed Lang CC, Chomsky DB, Rayos G, Yeoh TK, Wilson JR (1997) Skeletal muscle mass and exercise performance in stable ambulatory patients with heart failure. J Appl Physiol 82:257–261PubMed
Zurück zum Zitat Malek MH, Housh TJ, Berger DE, Coburn JW, Beck TW (2004) A new nonexercise-based \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) equation for aerobically trained females. Med Sci Sports Exerc 36:1804–1810PubMedCrossRef Malek MH, Housh TJ, Berger DE, Coburn JW, Beck TW (2004) A new nonexercise-based \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) equation for aerobically trained females. Med Sci Sports Exerc 36:1804–1810PubMedCrossRef
Zurück zum Zitat Matthews CE, Heil DP, Freedson PS, Pastides H (1999) Classification of cardiorespiratory fitness without exercise testing. Med Sci Sports Exerc 31:486–493PubMedCrossRef Matthews CE, Heil DP, Freedson PS, Pastides H (1999) Classification of cardiorespiratory fitness without exercise testing. Med Sci Sports Exerc 31:486–493PubMedCrossRef
Zurück zum Zitat McArdle WD, Katch FI, Pechar GS, Jacobson L, Ruck S (1972) Reliability and interrelationships between maximal oxygen intake, physical work capacity and step-test scores in college women. Med Sci Sports 4:182–186PubMed McArdle WD, Katch FI, Pechar GS, Jacobson L, Ruck S (1972) Reliability and interrelationships between maximal oxygen intake, physical work capacity and step-test scores in college women. Med Sci Sports 4:182–186PubMed
Zurück zum Zitat McArdle WD, Katch FI, Katch VL (2001) Individual differences and measurement of energy capacities. In: Exercise physiology: energy, nutrition, and human performance, Lippincott Williams & Wilkins, Philadelphia McArdle WD, Katch FI, Katch VL (2001) Individual differences and measurement of energy capacities. In: Exercise physiology: energy, nutrition, and human performance, Lippincott Williams & Wilkins, Philadelphia
Zurück zum Zitat Osborne G, Wolfe LA, Burggraf GW, Norman R (1992) Relationships between cardiac dimensions, anthropometric characteristics and maximal aerobic power \(({\dot{{V}}}\hbox{O}_{\rm{2max}})\) in young men. Int J Sports Med 13:219–224PubMedCrossRef Osborne G, Wolfe LA, Burggraf GW, Norman R (1992) Relationships between cardiac dimensions, anthropometric characteristics and maximal aerobic power \(({\dot{{V}}}\hbox{O}_{\rm{2max}})\) in young men. Int J Sports Med 13:219–224PubMedCrossRef
Zurück zum Zitat Pombo JF, Troy BL, Russell RO Jr (1971) Left ventricular volumes and ejection fraction by echocardiography. Circulation 43:480–490PubMed Pombo JF, Troy BL, Russell RO Jr (1971) Left ventricular volumes and ejection fraction by echocardiography. Circulation 43:480–490PubMed
Zurück zum Zitat Rosen MJ, Sorkin JD, Goldberg AP, Hagberg JM, Katzel LI (1998) Predictors of age-associated decline in maximal aerobic capacity: a comparison of four statistical models. J Appl Physiol 84:2163–2170PubMed Rosen MJ, Sorkin JD, Goldberg AP, Hagberg JM, Katzel LI (1998) Predictors of age-associated decline in maximal aerobic capacity: a comparison of four statistical models. J Appl Physiol 84:2163–2170PubMed
Zurück zum Zitat Ryhming I (1953) A modified Harvard step test for the evaluation of physical fitness. Arbeitsphysiologie 15:235–250PubMedCrossRef Ryhming I (1953) A modified Harvard step test for the evaluation of physical fitness. Arbeitsphysiologie 15:235–250PubMedCrossRef
Zurück zum Zitat Saito K, Matushita M (2004) The contribution of left ventricular mass to maximal oxygen uptake in female college rowers. Int J Sports Med 25:27–31PubMedCrossRef Saito K, Matushita M (2004) The contribution of left ventricular mass to maximal oxygen uptake in female college rowers. Int J Sports Med 25:27–31PubMedCrossRef
Zurück zum Zitat Sanada K, Kearns CF, Kojima K, Abe T (2005) Peak oxygen uptake during running and arm cranking normalized to total and regional skeletal muscle mass measured by magnetic resonance imaging. Eur J Appl Physiol 93:687–693PubMedCrossRef Sanada K, Kearns CF, Kojima K, Abe T (2005) Peak oxygen uptake during running and arm cranking normalized to total and regional skeletal muscle mass measured by magnetic resonance imaging. Eur J Appl Physiol 93:687–693PubMedCrossRef
Zurück zum Zitat Sanada K, Kearns CF, Midorikawa T, Abe T (2006) Prediction and validation of total and regional skeletal muscle mass by ultrasound in Japanese adults. Eur J Appl Physiol 96:24–31PubMedCrossRef Sanada K, Kearns CF, Midorikawa T, Abe T (2006) Prediction and validation of total and regional skeletal muscle mass by ultrasound in Japanese adults. Eur J Appl Physiol 96:24–31PubMedCrossRef
Zurück zum Zitat Siconolfi SF, Cullinane EM, Carleton RA, Thompson PD (1982) Assessing \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) in epidemiologic studies: modification of the Astrand–Rhyming test. Med Sci Sports Exerc 14:335–338PubMed Siconolfi SF, Cullinane EM, Carleton RA, Thompson PD (1982) Assessing \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) in epidemiologic studies: modification of the Astrand–Rhyming test. Med Sci Sports Exerc 14:335–338PubMed
Zurück zum Zitat Takahashi K, Miyachi M, Fujimoto K, Takamoto T, Yamazaki K, Matsueda S, Yamamoto K, Yuzuki O (2003) Maximal oxygen uptake is associated with dimensions in left ventricle and aorta (in Japanese). Japan J Phys Educ Health Sport Sci 48:691–703 Takahashi K, Miyachi M, Fujimoto K, Takamoto T, Yamazaki K, Matsueda S, Yamamoto K, Yuzuki O (2003) Maximal oxygen uptake is associated with dimensions in left ventricle and aorta (in Japanese). Japan J Phys Educ Health Sport Sci 48:691–703
Zurück zum Zitat Whaley MH, Kaminsky LA, Dwyer GB, Getchell LH (1995) Failure of predicted \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) to discriminate physical fitness in epidemiological studies. Med Sci Sports Exerc 27:85–91PubMed Whaley MH, Kaminsky LA, Dwyer GB, Getchell LH (1995) Failure of predicted \({\dot{{V}}}\hbox{O}_{\rm{2max}}\) to discriminate physical fitness in epidemiological studies. Med Sci Sports Exerc 27:85–91PubMed
Zurück zum Zitat Yamazaki H, Onishi S, Katsukawa F, Ishida H, Kinoshita N (2000) Peak aerobic performance and left ventricular morphological characteristics in university students. Clin J Sport Med 10:286–290PubMedCrossRef Yamazaki H, Onishi S, Katsukawa F, Ishida H, Kinoshita N (2000) Peak aerobic performance and left ventricular morphological characteristics in university students. Clin J Sport Med 10:286–290PubMedCrossRef
Metadaten
Titel
Development of nonexercise prediction models of maximal oxygen uptake in healthy Japanese young men
verfasst von
Kiyoshi Sanada
Taishi Midorikawa
Tomohiro Yasuda
Charles F. Kearns
Takashi Abe
Publikationsdatum
01.01.2007
Verlag
Springer-Verlag
Erschienen in
European Journal of Applied Physiology / Ausgabe 2/2007
Print ISSN: 1439-6319
Elektronische ISSN: 1439-6327
DOI
https://doi.org/10.1007/s00421-006-0325-3

Weitere Artikel der Ausgabe 2/2007

European Journal of Applied Physiology 2/2007 Zur Ausgabe

Neu im Fachgebiet Arbeitsmedizin

Elterliches Belastungserleben, Unaufmerksamkeits‑/Hyperaktivitätssymptome und elternberichtete ADHS bei Kindern und Jugendlichen: Ergebnisse aus der KiGGS-Studie

Open Access ADHS Leitthema

Die Aufmerksamkeitsdefizit‑/Hyperaktivitätsstörung (ADHS) ist eine der häufigsten psychischen Störungen im Kindes- und Jugendalter [ 1 ]. In Deutschland beträgt die Prävalenz einer elternberichteten ADHS-Diagnose bei Kindern und Jugendlichen 4,4 % …

Substanzkonsum und Nutzung von sozialen Medien, Computerspielen und Glücksspielen unter Auszubildenden an beruflichen Schulen

Open Access Leitthema

Die Begrenzung von Schäden durch Substanzkonsum und andere abhängige Verhaltensweisen von Jugendlichen und jungen Erwachsenen ist ein wichtiges Anliegen der öffentlichen Gesundheit. Der Übergang von der Adoleszenz zum jungen Erwachsenenalter ist …

Berufsbelastung und Stressbewältigung von weiblichen und männlichen Auszubildenden

Leitthema

In der Öffentlichkeit wird die berufliche Ausbildung oftmals unter ökonomischen Gesichtspunkten diskutiert: Mit den geburtenstarken Jahrgängen gehen erfahrene Fachkräfte in Rente und von nachfolgenden Generationen rücken zu wenige Arbeitskräfte …

Rauschtrinken in der frühen Adoleszenz

COVID-19 Leitthema

Alkohol ist in Deutschland die mit Abstand am häufigsten konsumierte psychoaktive Substanz. Mehr als 2 Drittel aller Erwachsenen im Alter von 18 bis 64 Jahren (70,5 %) hat 2021 in den letzten 30 Tagen Alkohol konsumiert [ 1 ]. Von diesen …