Acessibilidade / Reportar erro

Fat mass is negatively associated with the physiological ability of tissue to consume oxygen

Abstract

Aims:

To describe the relationship between variables related to body composition and peak oxygen uptake (V˙O2peak) and to verify whether fat mass can affect these relationships.

Methods:

Eighty participants underwent cardiopulmonary exercise testing to measure V˙O2peak and a body composition assessment to measure fat mass, fat free mass (FFM), and total body mass (BM).

Results:

There were significant relationships between V˙O2peak relative to FFM (fat free mass) (mL/kgFFM/min) and absolute fat mass (kg) (r=-0.50, p<0.001) and relative fat mass (%) (r=-0.56, p<0.001). Absolute V˙O2peak (L/min) had a high positive relationship with FFM (r=0.83, p<0.0001); the relationship between V˙O2peak (L/min) and FFM remained high and positive even when accounting for absolute fat mass (kg) (r=0.83, p<0.001). V˙O2peak relative to total body mass (mL/kgBM/min) showed a high negative relationship with relative fat mass (%) (r=-0.89, p<0.001) and a positive relationship with fat free mass (kg) (r=0.57, p<0.001), which did not change when accounting for fat mass (kg) (r=0.56, p<0.001).

Conclusion:

These data indicate that the physiological ability of tissue to consume oxygen (V˙O2peak in mL/kgFFM/min) is negatively associated with fat mass. Moreover, the individual’s cardiorespiratory capacity to transport oxygen for working muscles (V˙O2peak in L/min) is strongly related to absolute FFM, and this association is not affected by fat mass. Finally, a better body mass composition (high FFM and low fat mass) is important for aerobic physical fitness (V˙O2peak in mL/kgBM/min) and improved physiological ability of tissue to consume oxygen (V˙O2peak in mL/kgFFM/min).

Keywords:
aerobic physical fitness; body composition; peak oxygen uptake; obesity; fat free mass

Introduction

According to the World Health Organization (WHO), 39% of adults aged 18 years and over were overweight in 2016, and 13% were obese11. World Health Organization. Available from: http://www.who.int/mediacentre/factsheets/fs311/en/ [Accessed 25th November 2017].
http://www.who.int/mediacentre/factsheet...
. This number, which is increasing exponentially worldwide, has been strongly associated with physical inactivity11. World Health Organization. Available from: http://www.who.int/mediacentre/factsheets/fs311/en/ [Accessed 25th November 2017].
http://www.who.int/mediacentre/factsheet...
). Globally, around 31% of adults (men 28% and women 34%) aged 15 years and over were insufficiently active in 2008. As a consequence, approximately 3.2 million deaths each year are attributable to insufficient physical activity22. World Health Organization. Available from: http://www.who.int/dietphysicalactivity/factsheet_inactivity/en/ (Accessed 25th November 2017)
http://www.who.int/dietphysicalactivity/...
).

A sedentary lifestyle and obesity are public health issues because they are thought to be important risk factors for several noncommunicable diseases, such as cardiovascular diseases and type 2 diabetes mellitus33. Barnes AS. Obesity and sedentary lifestyles: risk for cardiovascular disease in women. Tex Heart Inst J. 2012;39(2):224-7.. However, there is currently no consensus about whether obesity and a sedentary lifestyle are related or whether they are actually independent risk factors. Several previous studies aimed to verify the relationship between obesity and physical fitness. Their results revealed lower cardiorespiratory fitness for obese than for thinner subjects for several different populations44. Dickie K, Micklesfield LK, Chantler S, Lambert EV, Goedecke JH. Cardiorespiratory fitness and light-intensity physical activity are independently associated with reduced cardiovascular disease risk in urban black south African women: a cross-sectional study. Metab Syndr Relat Disord. 2016;14(1):23-32. doi: 10.1089/met.2015.0064.
https://doi.org/10.1089/met.2015.0064...
)-(1010. Patkar KU, Joshi AS. Comparison of VO2max in obese and non-obese young Indian population. Indian J Physiol Pharmacol. 2011;55(2):188-92.). However, contradictory results about the relationship between fat body mass and physical fitness were found in the literature44. Dickie K, Micklesfield LK, Chantler S, Lambert EV, Goedecke JH. Cardiorespiratory fitness and light-intensity physical activity are independently associated with reduced cardiovascular disease risk in urban black south African women: a cross-sectional study. Metab Syndr Relat Disord. 2016;14(1):23-32. doi: 10.1089/met.2015.0064.
https://doi.org/10.1089/met.2015.0064...
),(1111. Goran M, Fields DA, Hunter GR, Herd SL, Weinsier RL. Total body fat does not influence maximal aerobic capacity. Int J Obes Relat Metab Disord. 2000;24(7):841-8..

Aerobic physical fitness levels have traditionally been assessed by maximal oxygen uptake (V˙O2max) and can be defined as the highest rate at which oxygen can be taken up, transported, and utilized by the body during maximal exercise1212. Bassett DR Jr, Howley ET. Maximal oxygen uptake: "classical" versus "contemporary" viewpoints. Med Sci Sports Exerc. 1997;29(5):591-603.. Furthermore, V˙O2max can be used as a means for identifying physiological impairments and as prognostic data for several types of heart disease1313. American Thoracic Society; American College of Chest Physicians. ATS/ACCP Statement on cardiopulmonary exercise testing. Am J Respir Crit Care Med. 2003;167(2):211-77.. Achieving a clear plateau in oxygen uptake (V˙O2) during cardiopulmonary exercise testing has traditionally been used as the best evidence of V˙O2max. However, in clinical testing situations, a clear plateau may not be detected. Consequently, peak oxygen uptake (V˙O2peak) is often used as an estimate for V˙O2max. For practical purposes, V˙O2max and V˙O2peak are used interchangeably1313. American Thoracic Society; American College of Chest Physicians. ATS/ACCP Statement on cardiopulmonary exercise testing. Am J Respir Crit Care Med. 2003;167(2):211-77..

In order to compare different individuals, V˙O2max/peak is usually expressed relative to total body mass (BM) (in mL/kgBM/min), and when comparing exercise tolerance, this representation should be used1414. Batterham AM, Vanderburgh PM, Mahar MT, Jackson AS. Modeling the influence of body size on V(O2) peak: effects of model choice and body composition. J Appl Physiol. 1999;87(4):1317-25.. Specifically, when V˙O2max/peak is used in clinical situations, it should be presented relative to fat free mass (FFM) (in mL/kgFFM/min), as this better reflects the physiological ability of the tissue to consume oxygen1111. Goran M, Fields DA, Hunter GR, Herd SL, Weinsier RL. Total body fat does not influence maximal aerobic capacity. Int J Obes Relat Metab Disord. 2000;24(7):841-8..

It is possible that the confusion surrounding the proper expression of V˙O2max/peak contributes to the conflicting results regarding the relationship between body composition and V˙O2max/peak. In overweight and obese adults, this relationship may present some peculiarities. Overweight and obese people are characterized by high fat mass percentage, which is a negative point for V˙O2max/peak relative to BM, but not necessarily for expressed in absolute values (L/min). This is because higher fat free mass, a metabolically active tissue, is also expected for overweight and obese people and may contribute to higher absolute V˙O2max/peak values1111. Goran M, Fields DA, Hunter GR, Herd SL, Weinsier RL. Total body fat does not influence maximal aerobic capacity. Int J Obes Relat Metab Disord. 2000;24(7):841-8.. On the other hand, it is not known if a high fat mass can prejudice the ability of the fat free mass to consume oxygen.

To the best of our knowledge, no data are available about the relationship between body composition and different ways to express V˙O2max/peak (absolute, relative to BM or relative to FFM). Therefore, the main aim of this study was to describe the relationship between total body mass and body composition (body fat mass and fat free mass in absolute and relative values) and V˙O2peak in individuals with different body mass index (BMI) and to verify whether the level of individual fat mass is able to affect these relationships. We hypothesized that absolute values for V˙O2peak (L/min) will have a significant relationship with absolute fat free mass, but V˙O2peak relative to BM (mL/kgBM/min) will not, and will instead show a stronger relationship with fat mass. We also hypothesized that higher fat mass will impair the relationship between V˙O2peak and FFM and will also be negatively associated with the physiological ability of the tissue to consume oxygen. These data may be helpful for better understanding the factors associated with aerobic physical fitness in lean and overweight or obese populations and to aid evaluation of these populations.

Methods

Participants

Adults of both sexes, 18-66 years old, were invited to take part in this study. Participants were recruited through advertisements that were posted on social networks and at a medical school. Inclusion criteria were: body mass index (BMI) > 20 and <42 kg/m2, plus no history of neurological, cognitive, orthopedic, respiratory, or endocrine disease (except obesity). BMI was calculated by dividing body mass by height squared (kg/m2). Subjects were classified according to BMI by using the following criteria: a BMI < 25 kg/m2 indicates lean subjects, while BMI ≥ 25 kg/m2 indicates overweight subjects, and a BMI ≥ 30 kg/m2 indicates obese subjects11. World Health Organization. Available from: http://www.who.int/mediacentre/factsheets/fs311/en/ [Accessed 25th November 2017].
http://www.who.int/mediacentre/factsheet...
. Between July 2013 and December 2014, 136 subjects were assessed for study eligibility by medical assessment that included a medical history questionnaire and a medical examination. Fifty-six individuals were excluded after application of the inclusion criteria. Eighty subjects participated in this study, the subjects presented the following characteristics: age: 47.4±10.3 years old; body mass: 82.2±14.3 kg; height: 164.2±8.7 cm; BMI: 30.5±5.0 kg/m2; fat mass: 42.0±12.3 %; fat mass: 33.4±12.4 kg and fat free mass: 44.8±10.6 kg. According to BMI criteria, 12 subjects were classified as lean, 36 were classified as overweight and 32 were classified as obese. Figure 1 illustrates flow chart showing participant selection.

Figure 1
Flow chart for selection of study participants.

The participants were informed about the study’s purpose and experimental procedures, and all gave informed written consent before taking part. All experimental procedures were approved by the Human Research Ethics Committee (protocol number 215.154) of the University and are in accordance with the Declaration of Helsinki.

Cardiopulmonary exercise testing

Participants were submitted to a cardiopulmonary exercise test on a motorized treadmill (Inbrasport, ATL, Porto Alegre, Brazil) with individualized ramp protocol to measure V˙O2peak. An individual, subjective level of exertion was obtained using the Borg scale1515. Noble BJ, Borg GA, Jacobs I, Ceci R, Kaiser P. A category-ratio perceived exertion scale: relationship to blood and muscle lactates and heart rate. Med Sci Sports Exerc. 1983;15(6):523-8.. During the cardiopulmonary exercise testing, ventilation and expired gases were measured breath by breath using a metabolic analyzer (Quark, Rome, Italy). For analysis, mean values were calculated every 20 seconds for each variable. Calibration procedures for the metabolic analyzer were performed according to the manufacturer’s guidelines before each test. The highest V˙O2 measured at the cessation of exercise was called V˙O2peak because none of the participants reached the criteria for V˙O2max1616. Howley ET. VO2max and the plateau--needed or not? Med Sci Sports Exerc. 2007;39(1):101-2..

Body composition

Body composition was assessed by dual-energy X-ray absorptiometry (DXA, software version 12.3, Lunar DPX, Madison, WI). The variables analyzed were: FFM in absolute values (kg) and relative to BM (%), fat mass in absolute values (kg) and relative to total body mass (%), and total body mass (kg). This method has been previously demonstrated to be reliable and valid1717. Colyer SL, Roberts SP, Robinson JB, Thompson D, Stokes KA, Bilzon, JL, et al. Detecting meaningful body composition changes in athletes using dual-energy x-ray absorptiometry. Physiol Meas. 2016;37(4):596-609. doi: 10.1088/0967-3334/37/4/596.
https://doi.org/10.1088/0967-3334/37/4/5...
.

Statistical analyses

The statistical analyses were performed using the Statistica software (version 6.0, Statsoft Inc., Tulsa, Oklahoma, USA). Data were expressed as mean and standard deviation (SD). All variables had a normal distribution according to the Kolmogorov-Smirnov normality test, and exhibited homogeneous variability on the Levene test. One-way ANOVA was used to assess differences between lean, overweight and obese groups. When significant interactions were present, Newman-Keuls post-hoc procedures were used to identify the specific differences.

Pearson´s correlation coefficients between V˙O2peak and body mass composition were calculated taking into account the volunteer’s age. To this end, the pool of participants from the three groups was used. Pearson´s correlation coefficients between V˙O2peak and fat free mass (kg) were also calculated taking into account the fat mass (kg). Correlations below 0.49 are described as poor; those from 0.50 to 0.69 are described as “moderate”; those from 0.70 to 0.89 are described as “high,” and those 0.9 and above are described as “very high”1818. Munro BH, editor. Statistical methods for health care research, 5th ed. Lippincott Williams & Wilkins: Philadelphia, USA, 2005.. The level of significance was set at 0.05 for all statistical procedures.

Results

The treadmill performance of the participants is shown in Table 1. All participants finished the test without intercurrence.

Table 1
Results obtained from cardiopulmonary exercise test (n=80).

Table 2 presents Pearson coefficient correlations between V˙O2peak and total body mass (kg), absolute fat mass (kg), fat free mass (kg) and relative fat mass (%). Absolute fat mass (kg) (r=-0.52, p<0.001), fat free mass (kg) (r=0.83, p<0.001) and relative fat mass (%) (r=-0.75, p<0.001) showed significant correlation with absolute values for V˙O2peak (L/min) (Table 2). When the relationship between V˙O2peak (L/min) and fat free mass (kg) was analyzed taking into account the fat mass (kg), the correlation was also classified as high (r=0.83, p<0.001) (Table 3). We found that V˙O2peak expressed relative to BM (mL/kgBM/min) presented a significant and negative correlation with BM (kg) (r=-0.37, p=0.001), relative fat mass (%) (r=-0.89, p<0.001) and absolute fat mass (kg) (r=-0.80, p<0.001). Moreover, V˙O2peak expressed relative to BM (mL/kgBM/min) also presented a significant but positive correlation with fat free mass (kg) (r=0.57, p<0.001), which was not affected when absolute fat mass (kg) was taking into account (Table 3). As V˙O2peak expressed relative to BM (mL/kgBM/min), expressed relative to FFM (mL/kgFFM/min) presented significant and negative correlation with BM (kg) (r=-0.25, p=0.026), absolute fat mass (kg) (r= -0.50, p<0.001) and relative fat mass (%) (r=-0.56, p<0.001) as showed in Table 2.

Table 2
Pearson coefficient correlation values between and body composition variables (n=80).
Table 3
Pearson coefficient correlation values between V˙O2peak and body composition variables (n=80) analyzed taking into account the fat mass.

Discussion

Given that no data are available about the relationship between body composition and different ways to express V˙O2max/peak (absolute, relative to BM, or relative to FFM) in individuals with different BMI, the main aim of the present study was to verify the relationship between body composition and V˙O2peak values expressed in different ways. The aim was also to verify if the level of fat mass can affect these relationships. As was hypothesized, the most relevant finding is that the fat mass (in kg or in %) negatively affected the highest rate at which oxygen can be used by an individual to perform muscular work (V˙O2peak in L/min) as well as physical fitness (V˙O2peak in mL/kgBM/min) and the physiological ability of the tissue to consume oxygen (V˙O2peak in ml/kgFFM/min). This finding suggests that the level of fat mass affects exercise tolerance and the muscular capacity to consume oxygen. Furthermore, individuals presenting higher fat free mass also presented the better V˙O2peak values (absolute, relative to total body mass, and relative to fat free mass) assessed in this study. However, contrary to our initial hypothesis, higher fat mass did not impair the relationship between V˙O2peak and FFM, in other words, fat mass is negatively associated with V˙O2peak, however it did not impair the relationship between V˙O2peak and FFM. The high positive relationship (r=0.83) between FFM (kg) and V˙O2peak (L/min) values confirms our initial hypothesis and corroborates the importance of FFM for V˙O2peak. In the same direction, the relationship between FFM (kg) and V˙O2peak (L/min) values was not modified when fat mass (kg) was taken into account. These data were expected since FFM demands a greater amount of oxygen than other tissues in the body. On the other hand, Chatterjee, Bandyopadhyay1919. Chatterjee S, Chatterjee P, Bandyopadhyay A. Cardiorespiratory fitness of obese boys. Indian J Physiol Pharmacol. 2005;49(3):353-7. showed higher absolute V˙O2max in obese boys than in non-obese boys with similar levels of physical fitness; this may be explained by a higher muscle mass in the obese volunteers, but the authors did not present these data. In the present study, fat mass was negatively associated with V˙O2peak (L/min) however, it is unlikely that this association has a causal relationship. Considering that our individuals with higher fat mass also have lower FFM, it is possible that V˙O2peak (L/min) presented a significant association with the percentage of fat mass, because individuals with higher fat mass also have less FFM, and lean mass can impair V˙O2peak (L/min). As such, the lack of change in Pearson correlation between V˙O2peak (L/min) and FFM (kg) when fat mass (kg) was taken into account suggests that fat mass has no harmful effect on the maximal rate at which oxygen can be used by an individual.

In order to compare different individuals, with different fat mass, V˙O2max/peak is commonly presented relative to BM (ml/kgBM/min)1111. Goran M, Fields DA, Hunter GR, Herd SL, Weinsier RL. Total body fat does not influence maximal aerobic capacity. Int J Obes Relat Metab Disord. 2000;24(7):841-8.. Our data showed significant high negative relationship between (ml/kgBM/min) and fat mass percentage (r=-0.89) or absolute fat mass (r=-0.80), and these data were in accordance with previous data (r=-0.83 to -0.40)55. Dencker M, Wollmer P, Karlsson MK, Lindén C, Andersen LB, Thorsson O. Body fat, abdominal fat and body fat distribution related to VO(2PEAK) in young children. Int J Pediatr Obes. 2011;6(2-2):e597-602. doi: 10.3109/17477166.2010.526612.
https://doi.org/10.3109/17477166.2010.52...
)-(1010. Patkar KU, Joshi AS. Comparison of VO2max in obese and non-obese young Indian population. Indian J Physiol Pharmacol. 2011;55(2):188-92.; this indicates that poor body composition implies poor aerobic physical fitness, or, in others words, poor exercise tolerance. Physical fitness is a set of measurable health and skill-related attributes that include cardiorespiratory fitness, muscular strength and endurance, body composition and flexibility, balance, agility, reaction time and power2020. Caspersen CJ, Powell KE, Christenson GM. Physical activity, exercise, and physical fitness: definitions and distinctions for health-related research. Public Health Rep. 1985;100(2):126-31.. Barry, Baruth, Beets, Durstine, Liu, Blair2121. Barry VW, Baruth M, Beets MW, Durstine JL, Liu J, Blair SN. Fitness vs. fatness on all-cause mortality: a meta-analysis. Prog Cardiovasc Dis. 2014;56(4):382-90. doi: 10.1016/j.pcad.2013.09.002.
https://doi.org/10.1016/j.pcad.2013.09.0...
conducted a meta-analysis to quantify the joint association of cardiorespiratory fitness and weight status on mortality from all causes and found that the unfit individuals, those who present lower V˙O2max (mL/kgBM/min), had twice the risk of mortality regardless of BMI. Moreover, overweight and obese individuals had similar mortality risks as normal weight-fit individuals. These results suggest not only that obesity and low fitness levels should be considered independent entities, but also that physical activity programs (mainly strength training) which improve FFM and, consequently, oxygen consumption capacity should be promoted. Indeed, in terms of minimizing the risk of mortality, improving oxygen consumption capacity was more important than simply initiating a program to reduce body mass2121. Barry VW, Baruth M, Beets MW, Durstine JL, Liu J, Blair SN. Fitness vs. fatness on all-cause mortality: a meta-analysis. Prog Cardiovasc Dis. 2014;56(4):382-90. doi: 10.1016/j.pcad.2013.09.002.
https://doi.org/10.1016/j.pcad.2013.09.0...
.

In order to evaluate the physiological ability of the tissue to uptake oxygen, the V˙O2peak values should be expressed relative to FFM (ml/kgFFM/min)1111. Goran M, Fields DA, Hunter GR, Herd SL, Weinsier RL. Total body fat does not influence maximal aerobic capacity. Int J Obes Relat Metab Disord. 2000;24(7):841-8.. In fact, when the relationship between this variable and body composition was evaluated, significant associations were detected for fat mass (in kg or in %) and FFM. Previous studies have argued that obese individuals have fat mass infiltration within the skeletal muscle, which may compromise the contractile component of the muscle, impairing strength development2222. Rahemi H, Nigam N, Wakeling JM. The effect of intramuscular fat on skeletal muscle mechanics: implications for the elderly and obese. J R Soc Interface. 2015;12(109):20150365. doi: 10.1098/rsif.2015.0365.
https://doi.org/10.1098/rsif.2015.0365...
),(2323. Hilton TN, Tuttle LJ, Bohnert KL, Mueller MJ, Sinacore DR. Excessive adipose tissue infiltration in skeletal muscle in individuals with obesity, diabetes mellitus, and peripheral neuropathy: association with performance and function. Phys Ther. 2008;88(11):1336-44. doi: 10.2522/ptj.20080079.
https://doi.org/10.2522/ptj.20080079...
. Our data expand this view; the data suggest that higher fat mass was associated with diminished physiological ability of the tissue to uptake oxygen. Conversely, Goran, Fields, Hunter, Herd, Weinsier1111. Goran M, Fields DA, Hunter GR, Herd SL, Weinsier RL. Total body fat does not influence maximal aerobic capacity. Int J Obes Relat Metab Disord. 2000;24(7):841-8. found contradictory results. These authors did not find a significant association between V˙O2max (ml/kgFFM/min) and fat mass; however, they studied children, and it is possible that children’s physiological capacity for oxygen consumption is different from adults’.

In summary, cardiorespiratory performance, exercise tolerance, and physiological ability of the tissue to uptake oxygen varied according to body composition.

The practical implication of this study is that physical activity programs that improve FFM and reduce fat mass should be considered for obese people. Such programs improve oxygen uptake capacity and prevent the fat mass from impairing the physiological ability of the tissue to uptake oxygen. This matter is very important because there is an inverse relationship between V˙O2max/peak and mortality from all causes; the relationship was independent of gender and persisted after adjustment for traditional cardiovascular disease (CVD) risk factors (e.g., age, blood cholesterol, blood pressure, obesity, smoking status, family history, blood glucose and type 2 diabetes)2424. Blair SN, Kohl HW, Paffenbarger Jr RS, Clark DG, Cooper KH, Gibbons LW. Physical fitness and all-cause mortality. A prospective study of healthy men and women. JAMA. 1989;262(17):2395-401.. More recently, Kavanagh et al.2525. Kavanagh T, Mertens DJ, Hamm LF, Beyene J, Kennedy J, Corey P, et al. Peak oxygen intake and cardiac mortality in women referred for cardiac rehabilitation. J Am Coll Cardiol. 2003;42(12):2139-43. showed among women referred for cardiac rehabilitation, those with higher V˙O2peak presented a decrease in mortality by about 50%. In addition, these same authors showed that an increase in V˙O2peak of 1ml/kg/min was associated with a decrease in cardiac mortality of about 10%.

Conclusion

The physiological ability of tissue to consume oxygen (V˙O2peak in mL/kgFFM/min) is lower when an individual presents higher fat mass (in kg or in %). The individual’s cardiorespiratory capacity to transport oxygen for working muscles (V˙O2peak in L/min) is highly associated with absolute FFM, and this association is not affected by the level of individual fat mass. Finally, aerobic physical fitness (V˙O2peak in mL/kgBM/min) is highly associated with fat mass (negatively) and with FFM (positively).

Limitation of the study

In the present study, participants were submitted to a cardiopulmonary exercise test to measure V˙O2peak, however, skeletal muscle capacity to consume oxygen was not measured, therefore caution should be taken with the interpretation of the results.

Acknowledgements

We would like to thank FAPESP for the financial support (grant number: 2013/08245-2), the participants who volunteered their time to participate in the study, and the Olympic Training and Research Center (Centro Olímpico de Treinamento e Pesquisa - COTP, São Paulo, Brazil).

References

  • 1
    World Health Organization. Available from: http://www.who.int/mediacentre/factsheets/fs311/en/ [Accessed 25th November 2017].
    » http://www.who.int/mediacentre/factsheets/fs311/en/
  • 2
    World Health Organization. Available from: http://www.who.int/dietphysicalactivity/factsheet_inactivity/en/ (Accessed 25th November 2017)
    » http://www.who.int/dietphysicalactivity/factsheet_inactivity/en/
  • 3
    Barnes AS. Obesity and sedentary lifestyles: risk for cardiovascular disease in women. Tex Heart Inst J. 2012;39(2):224-7.
  • 4
    Dickie K, Micklesfield LK, Chantler S, Lambert EV, Goedecke JH. Cardiorespiratory fitness and light-intensity physical activity are independently associated with reduced cardiovascular disease risk in urban black south African women: a cross-sectional study. Metab Syndr Relat Disord. 2016;14(1):23-32. doi: 10.1089/met.2015.0064.
    » https://doi.org/10.1089/met.2015.0064
  • 5
    Dencker M, Wollmer P, Karlsson MK, Lindén C, Andersen LB, Thorsson O. Body fat, abdominal fat and body fat distribution related to VO(2PEAK) in young children. Int J Pediatr Obes. 2011;6(2-2):e597-602. doi: 10.3109/17477166.2010.526612.
    » https://doi.org/10.3109/17477166.2010.526612
  • 6
    Watanabe K, Nakadomo F, Maeda K. Relationship between body composition and cardiorespiratory fitness in Japanese junior high school boys and girls. Ann Physiol Anthropol. 1994;13(4):167-74.
  • 7
    Franchini E, Nunes AV, Moraes JM, Del Vecchio FB. Physical fitness and anthropometrical profile of the Brazilian male judo team. J Physiol Anthropol. 2007;26(2):59-67.
  • 8
    Ostojic SM, Stojanovic MD, Stojanovic V, Maric J, Njaradi N. Correlation between fitness and fatness in 6-14-year old Serbian school children. J Health Popul Nutr. 2011;29(1):53-60.
  • 9
    Wanderley FA, Oliveira J, Mota J, Carvalho MJ. Six-minute walk distance (6MWD) is associated with body fat, systolic blood pressure, and rate-pressure product in community dwelling elderly subjects. Arch Gerontol Geriatr. 2011;52(2):206-10. doi: 10.1016/j.archger.2010.03.020.
    » https://doi.org/10.1016/j.archger.2010.03.020
  • 10
    Patkar KU, Joshi AS. Comparison of VO2max in obese and non-obese young Indian population. Indian J Physiol Pharmacol. 2011;55(2):188-92.
  • 11
    Goran M, Fields DA, Hunter GR, Herd SL, Weinsier RL. Total body fat does not influence maximal aerobic capacity. Int J Obes Relat Metab Disord. 2000;24(7):841-8.
  • 12
    Bassett DR Jr, Howley ET. Maximal oxygen uptake: "classical" versus "contemporary" viewpoints. Med Sci Sports Exerc. 1997;29(5):591-603.
  • 13
    American Thoracic Society; American College of Chest Physicians. ATS/ACCP Statement on cardiopulmonary exercise testing. Am J Respir Crit Care Med. 2003;167(2):211-77.
  • 14
    Batterham AM, Vanderburgh PM, Mahar MT, Jackson AS. Modeling the influence of body size on V(O2) peak: effects of model choice and body composition. J Appl Physiol. 1999;87(4):1317-25.
  • 15
    Noble BJ, Borg GA, Jacobs I, Ceci R, Kaiser P. A category-ratio perceived exertion scale: relationship to blood and muscle lactates and heart rate. Med Sci Sports Exerc. 1983;15(6):523-8.
  • 16
    Howley ET. VO2max and the plateau--needed or not? Med Sci Sports Exerc. 2007;39(1):101-2.
  • 17
    Colyer SL, Roberts SP, Robinson JB, Thompson D, Stokes KA, Bilzon, JL, et al. Detecting meaningful body composition changes in athletes using dual-energy x-ray absorptiometry. Physiol Meas. 2016;37(4):596-609. doi: 10.1088/0967-3334/37/4/596.
    » https://doi.org/10.1088/0967-3334/37/4/596
  • 18
    Munro BH, editor. Statistical methods for health care research, 5th ed. Lippincott Williams & Wilkins: Philadelphia, USA, 2005.
  • 19
    Chatterjee S, Chatterjee P, Bandyopadhyay A. Cardiorespiratory fitness of obese boys. Indian J Physiol Pharmacol. 2005;49(3):353-7.
  • 20
    Caspersen CJ, Powell KE, Christenson GM. Physical activity, exercise, and physical fitness: definitions and distinctions for health-related research. Public Health Rep. 1985;100(2):126-31.
  • 21
    Barry VW, Baruth M, Beets MW, Durstine JL, Liu J, Blair SN. Fitness vs. fatness on all-cause mortality: a meta-analysis. Prog Cardiovasc Dis. 2014;56(4):382-90. doi: 10.1016/j.pcad.2013.09.002.
    » https://doi.org/10.1016/j.pcad.2013.09.002
  • 22
    Rahemi H, Nigam N, Wakeling JM. The effect of intramuscular fat on skeletal muscle mechanics: implications for the elderly and obese. J R Soc Interface. 2015;12(109):20150365. doi: 10.1098/rsif.2015.0365.
    » https://doi.org/10.1098/rsif.2015.0365
  • 23
    Hilton TN, Tuttle LJ, Bohnert KL, Mueller MJ, Sinacore DR. Excessive adipose tissue infiltration in skeletal muscle in individuals with obesity, diabetes mellitus, and peripheral neuropathy: association with performance and function. Phys Ther. 2008;88(11):1336-44. doi: 10.2522/ptj.20080079.
    » https://doi.org/10.2522/ptj.20080079
  • 24
    Blair SN, Kohl HW, Paffenbarger Jr RS, Clark DG, Cooper KH, Gibbons LW. Physical fitness and all-cause mortality. A prospective study of healthy men and women. JAMA. 1989;262(17):2395-401.
  • 25
    Kavanagh T, Mertens DJ, Hamm LF, Beyene J, Kennedy J, Corey P, et al. Peak oxygen intake and cardiac mortality in women referred for cardiac rehabilitation. J Am Coll Cardiol. 2003;42(12):2139-43.

Publication Dates

  • Publication in this collection
    23 Nov 2018
  • Date of issue
    2018

History

  • Received
    07 June 2018
  • Accepted
    14 Aug 2018
Universidade Estadual Paulista Universidade Estadual Paulista, Av. 24-A, 1515, 13506-900 Rio Claro, SP/Brasil, Tel.: (55 19) 3526-4330 - Rio Claro - SP - Brazil
E-mail: motriz.rc@unesp.br