Articles

Maximal oxygen uptake is proportional to muscle fiber oxidative capacity, from chronic heart failure patients to professional cyclists

Abstract

o2 max during whole body exercise is presumably constrained by oxygen delivery to mitochondria rather than by mitochondria's ability to consume oxygen. Humans and animals have been reported to exploit only 60-80% of their mitochondrial oxidative capacity at maximal oxygen uptake (V̇o2 max). However, ex vivo quantification of mitochondrial overcapacity is complicated by isolation or permeabilization procedures. An alternative method for estimating mitochondrial oxidative capacity is via enzyme histochemical quantification of succinate dehydrogenase (SDH) activity. We determined to what extent V̇o2 max attained during cycling exercise differs from mitochondrial oxidative capacity predicted from SDH activity of vastus lateralis muscle in chronic heart failure patients, healthy controls, and cyclists. V̇o2 max was assessed in 20 healthy subjects and 28 cyclists, and SDH activity was determined from biopsy cryosections of vastus lateralis using quantitative histochemistry. Similar data from our laboratory of 14 chronic heart failure patients and 6 controls were included. Mitochondrial oxidative capacity was predicted from SDH activity using estimated skeletal muscle mass and the relationship between ex vivo fiber V̇o2 max and SDH activity of isolated single muscle fibers and myocardial trabecula under hyperoxic conditions. Mitochondrial oxidative capacity predicted from SDH activity was related (r2 = 0.89, P < 0.001) to V̇o2 max measured during cycling in subjects with V̇o2 max ranging from 9.8 to 79.0 ml·kg−1·min−1. V̇o2 max measured during cycling was on average 90 ± 14% of mitochondrial oxidative capacity. We conclude that human V̇o2 max is related to mitochondrial oxidative capacity predicted from skeletal muscle SDH activity. Mitochondrial oxidative capacity is likely marginally limited by oxygen supply to mitochondria.

NEW & NOTEWORTHY

Maximal oxygen uptake during whole body exercise is presumably constrained by oxygen delivery to mitochondria rather than by mitochondria's ability to consume oxygen. However, mitochondrial oxidative overcapacity remains unclear due to complicated isolation and permeabilization procedures. In the present study, human maximal oxygen uptake attained during cycling exercise is related and ∼90% of mitochondrial oxidative capacity predicted from skeletal muscle succinate dehydrogenase activity. This mitochondrial oxidative overcapacity is substantially lower than previously reported from isolation and permeabilization procedures.

maximal oxygen uptake (V̇o2 max) is used to quantify cardiorespiratory fitness (3). V̇o2 max is critical for endurance performance (3, 48) but also predicts loss of independence in elderly (66) and mortality in chronic patients and healthy subjects (49). Moreover, V̇o2 max has been widely used to assess effects of training interventions. Although V̇o2 max is generally considered a strong predictor of physical performance, factors limiting V̇o2 max are still subject to controversy.

Ever since Hill et al. (31) have postulated the concept of V̇o2 max in the 1920s, exercise physiologists have debated factors that limit V̇o2 max (3, 48, 59, 69, 72). O2 flux may be limited by any factor related to the O2 pathway from atmosphere to the mitochondria. Hill et al. (31) already speculated that V̇o2 max is limited by the rate of O2 supply by the cardiorespiratory system. Currently, the consensus is that V̇o2 max is constrained by oxygen delivery to the mitochondria and not by mitochondria's ability to consume oxygen (3, 53, 59, 69, 72). This presumption is supported by the observation that V̇o2 max and performance increase when O2 supply is marginally enhanced by acute hyperoxia (40, 74) or blood reinfusion (68). In addition, O2 supply limitations are less pronounced in exercises with smaller muscle groups (56).

Even though it is presumed that mitochondria's ability to consume oxygen is not limiting V̇o2 max, mitochondrial volume density in locomotory muscles of animals is closely related to body-mass-specific V̇o2 max (r2 = 0.97; see Refs. 35 and 73). Not only mitochondrial density, but also capillary density, heart's pumping capacity, and lung diffusion capacity are scaled in proportion to V̇o2 max (35, 73). These findings support the concept of “symmorphosis,” postulating that physiological determinants of the O2 cascade that contribute to V̇o2 max are proportional (70). Also in humans, V̇o2 max is closely related to mitochondrial volume density (r = 0.82; see Ref. 34) and oxidative enzyme activity (r = 0.72–0.79; see Refs. 7 and 14) in locomotory muscles. Humans, however, have been suggested not to conform as closely to symmorphosis as other animal species because of their “excess” mitochondrial oxidative capacity (8, 33). This excess oxidative capacity is, however, less substantial considering that human bipedal locomotion involves less active muscle mass compared with animal quadrupedal locomotion (33). Therefore, comparative data suggest that mitochondrial oxidative capacity scales with V̇o2 max of an organism even though the extent of excess oxidative capacity remains unclear.

At V̇o2 max, animals have been suggested to exploit only 60–80% of their mitochondrial oxidative capacity (64). This estimation results from comparisons of in situ measured V̇o2 max with electrically stimulated muscle and ex vivo mitochondrial oxidative capacity that is quantified from isolated mitochondria by polarographic measures of muscle mitochondrial respiration (64). In humans, mitochondrial oxidative capacity has been quantified from isolated mitochondria or permeabilized muscle fibers obtained from biopsy samples (8, 9). Such experiments show that at V̇o2 max during cycling exercise humans use only 64–73% of the mitochondrial oxidative capacity in active lower limb muscles (8, 9). The excess mitochondrial oxidative capacity is higher than what is expected based on the mitochondrial oxygen tension during maximal exercise (3.1 Torr based on myoglobin saturation; see Ref. 54) and the Michaelis constant for oxygen of the mitochondria (0.5 Torr; see Ref. 58). This discrepancy may be explained by mitochondrial inhibition, for instance, by nitric oxide (11), or by methodological issues related to isolation or permeabilization procedures (50). Isolation of mitochondria alters mitochondrial morphology and function, which is presumably less of a problem in permeabilized fibers, but the incubation buffers differ from in vivo conditions (50). An alternative method to determine mitochondrial oxidative capacity is quantitative histochemistry of succinate dehydrogenase (SDH) activity, a tricarboxylic acid cycle enzyme and complex II of the electron transport chain. SDH activity obtained from homogenized muscle tissue strongly relates to mitochondrial content (similar to other mitochondrial biomarkers, e.g., citrate synthase, complex I and IV activity; see Ref. 44) and mitochondrial oxidative capacity in permeabilized fibers (similar to complex IV activity; see Ref. 44). Here we determined SDH activity by quantitative enzyme histochemistry, since this method allows for muscle fiber-specific comparison with other histochemical assays (e.g., myosin heavy chain typing, capillary density, and muscle fiber size). This method has previously been calibrated showing that SDH activity is proportionally related to ex vivo V̇o2 max in intact single muscle fibers and myocardial trabeculas in hyperoxia (16, 75). The predictive relationship has only been investigated for SDH activity but illustrates that SDH activity provides a quantitative measure of mitochondrial oxidative capacity even though it may not be rate limiting for the maximal flux through the tricarboxylic acid cycle (7). Therefore, within a muscle biopsy, mitochondrial oxidative capacity of individual muscle fibers can be estimated from SDH activity by quantitative enzyme histochemistry, avoiding isolation or permeabilization procedures.

The aim of this study was to quantify to what extent mitochondrial oxidative capacity predicted from SDH activity in biopsies of vastus lateralis muscle differs from V̇o2 max attained during cycling exercise in chronic heart failure patients, healthy subjects, and elite cyclists. We hypothesized that in humans SDH activity of vastus lateralis is related to cycling V̇o2 max and that humans exploit 60–80% of their mitochondrial oxidative capacity.

METHODS

Subjects.

Forty-eight subjects (20 healthy untrained subjects and 28 cyclists ranging from recreationally trained to professional) volunteered to participate in this study (Table 1). Cyclists competed at the Olympic or (inter)national level, except for four amateur cyclists. Previously published data from our laboratory of 14 chronic heart failure (CHF) patients and 6 healthy subjects (4) were reexamined (see details below). Therefore, 68 subjects were included in our analysis. Before participation, experimental procedures and risks of the study were explained, and all subjects provided written informed consent. The study was conducted according to the principles of the Declaration of Helsinki and was approved by the medical ethics committee of the VU Medical Center, Amsterdam, the Netherlands (NL43423.029.13 and NL49060.029.14).

Table 1. Subject characteristics

CHF PatientsControlsCyclists
n142628
Age, yr61 ± 1038 ± 11*25 ± 7*#
Body mass, kg78.0 ± 10.290.5 ± 11.6*77.4 ± 8.1#
BMI25.6 ± 2.726.9 ± 2.222.4 ± 1.9*#
Muscle mass, kg27.2 ± 4.733.9 ± 4.2*32.6 ± 2.3*
Muscle mass as percentage body mass, %34.7 ± 2.937.5 ± 2.8*42.3 ± 2.1*#
o2max, ml·kg−1·min−119.2 ± 4.540.1 ± 7.2*62.7 ± 7.9*#
SDH activity at 37°C, ΔA660·μm−1·s−18.6 ± 1.8 × 10−613.7 ± 2.0 × 10−6*17.9 ± 2.1 × 10−6*#
SDH activity at quadriceps temperature, ΔA660·μm−1·s−18.4 ± 1.7 × 10−616.8 ± 2.4 × 10−6*21.9 ± 2.6 × 10−6*#
Fiber V̇o2max, nmol·mm−3·s−10.051 ± 0.010.101 ± 0.015*0.132 ± 0.015*#

Values are means ± SD; n, no. of subjects.

CHF, chronic heart failure; BMI, body mass index; V̇o2max, maximal oxygen uptake per kg body mass; SHD, succinate dehydrogenase; ΔA660, change of absorbance at 660 nm.

P < 0.01, significantly different from CHF patients (*) and control subjects (#).

Data for 6 controls and 14 CHF patients were obtained from Bekedam et al. (4).

Whole body V̇o2 max during cycling.

Subjects performed a maximal incremental exercise test on a cycle ergometer to voluntary exhaustion, despite verbal encouragement (respiratory exchange ratio of 1.20 ± 0.07). V̇o2 peak was calculated as the highest 30-s value achieved during the maximum-effort incremental test and is considered a valid index of V̇o2 max in subjects exercising to their limit of exercise tolerance (15). Respiratory data were analyzed breath-by-breath using open circuit spirometry and expressed at STPD (Cosmed Quark CPET; Cosmed, Rome, Italy). Before every test, the gas analyzer and volume transducer were calibrated according to the manufacturer's instructions. Subjects were instructed to avoid strenuous exercise and alcohol consumption within 24 h before the test and caffeinated beverages and meals within 3 h before the test.

Skeletal muscle biopsy.

Biopsy samples were obtained from the vastus lateralis using a modified Bergström needle technique. The vastus lateralis muscle (part of the quadriceps femoris muscle) acts as knee extensor and for cycling exercise is predominantly involved in the pushing phase and power-producing phase of the pedal cycle (67). Biopsy sites were locally anesthetized with a 2% lidocaine solution, and an incision of <1 cm was made through the skin and fascia latae. The biopsy needle was inserted ∼15 cm above the patella to a depth of ∼4 cm. Biopsy samples were carefully removed and aligned according to their muscle fiber arrangement using a magnifying glass. Subsequently, samples were frozen in liquid nitrogen. After being frozen, biopsy samples were placed in a cryostat and cut in 10-μm-thick sections at −20°C. Sections were collected on polylysine-coated slides.

SDH histochemistry.

SDH activity was determined using quantitative histochemistry, which has been described in detail elsewhere (4, 51). In short, biopsy sections were incubated at 37°C in a medium consisting of 0.4 mM tetranitroblue tetrazolium (Sigma, St. Louis, MO), 75 mM sodium succinate, 5 mM sodium azide, and 37.5 mM sodium phosphate buffer, pH 7.6 (51). Biopsy sections were incubated for 20 min. Images were made with ×10 or ×20 objectives, and absorbance was measured by microdensitometry (46) with an interference filter at 660 nm (51) using National Institutes of Health ImageJ https://imagej.nih.gov/ij/). Weighed average SDH activity was determined from spatially averaged SDH activity of >40 randomly selected individual cells, including the subsarcolemma mitochondria. The randomly selected cells mirrored the distribution of high oxidative (i.e., type I) and low oxidative (i.e., type II) fibers within the biopsy section (i.e., SDH activity of individual fibers can be used to discriminate between fiber types similar to myofibrillar ATPase activity; see Ref. 5). Reproducibility of quantitative SDH histochemistry was assessed by comparison of absorbance values of two subsequent measurements of the same muscle tissue.

Temperature affects SDH activity in rats, mice, and fish (13, 51), but the effect of temperature on SDH activity has not been assessed in humans. In the present study, we assessed the relationship between incubation temperature and SDH activity in human muscle tissue sections that were incubated at 32, 37, and 42°C (Fig. 3). Subsequently, the temperature quotient Q10 (the increase in SDH activity with a 10°C increase in temperature) was determined.

Temperature-adjusted SDH activity.

For comparison of SDH activity to whole body V̇o2 max, SDH incubation temperature should equal quadriceps muscle temperature at maximal exercise. Previously, similar data on SDH activity and V̇o2 max during cycling have been obtained in 14 CHF patients and 6 healthy controls, but SDH activity was not adjusted to muscle temperature at maximal exercise. In the present study, SDH activity was adjusted to temperature using the Q10 for human tissue and estimated quadriceps muscle temperature at maximal effort, being 36.5°C in CHF patients (65) and ∼41°C in healthy subjects and cyclists (60).

Skeletal muscle fiber V̇o2 max.

Previously, it has been shown that paired determination of SDH activity by quantitative histochemistry and ex vivo maximum rate of oxygen consumption of intact single fibers under hyperoxic conditions are proportionally related in Xenopus (both determined at 20°C; see Ref. 75) and rat myocardial trabeculas (both determined at 38°C; see Ref. 16). Therefore, skeletal muscle fiber V̇o2 max (in nmol·mm−3·s−1) was calculated as 6,000 × the temperature-adjusted SDH staining rate [in change of absorbance at 660 nm (ΔA660)·μm section thickness−1·s incubation time−1] as described previously (16, 75).

Mitochondrial oxidative capacity predicted from SDH activity.

Oxidative capacity of mitochondria was predicted from temperature-adjusted SDH activity, total skeletal muscle mass (see details below), and body mass (Eq. 1). This prediction involves the following assumptions: 1) that all oxygen at V̇o2 max is consumed by skeletal muscle mitochondria, 2) that all mitochondria are active at their V̇o2 max during maximal cycling exercise, and 3) that SDH activity of the vastus lateralis locomotor muscle represents SDH activity of whole body musculature. Because these assumptions can be debated (see details below), another prediction of mitochondrial oxidative capacity is made that also accounts for 1) differences in SDH activity between arm and leg muscles, 2) active skeletal muscle mass during maximal cycling exercise, and 3) oxygen consumption of other organs (see details below).

Mitochondrial oxidative capacity=(6,000×SDH×Vm×δ1×60)×Mm×Mb1(1)

where mitochondrial oxidative capacity is calculated at STPD (in ml·kg−1·min−1), SDH is weighed SDH activity of vastus lateralis adjusted for temperature (in ΔA660·μm−1·s−1), Vm is molar volume of oxygen at STPD (22.4 l/mol), δ is muscle density (1.04 kg/l), Mm is skeletal muscle mass (kg), and Mb is body mass (kg).

Skeletal muscle mass.

Total skeletal muscle mass (including respiratory muscles) was estimated from an anthropometric regression model that has been shown to predict total skeletal mass obtained from whole body magnetic resonance imaging in 244 nonobese subjects (47):

Skeletal muscle mass(kg)=0.224×Mb+7.80×Ht0.098×age+6.6×sex+ethnicity3.3(2)

where Ht is height (m), sex = 1 for males or 0 for females, ethnicity = −1.2 for Asian (1 CHF patient) and 0 for Caucasian.

SDH activity of skeletal muscle.

In animals, mean mitochondrial volume density of whole body skeletal musculature is not significantly different from mitochondrial volume density of the hindlimb musculature (33). In humans, however, mitochondrial volume density of arm and leg musculature may differ due to bipedal locomotion. In untrained subjects SDH activity of the deltoid muscle was 80% of the SDH activity in vastus lateralis (26), whereas in leg-trained subjects this was 65% (26). Therefore, we assume that SDH activity of arm musculature is 80% of vastus lateralis SDH activity in healthy controls and CHF patients and 65% in cyclists. Here, arm muscle mass accounts for 20% of total skeletal muscle mass (i.e., ∼6 kg; see Ref. 10).

Active skeletal muscle during cycling exercise.

During maximal leg cycling exercise, mitochondria in the arm musculature are likely not active at their V̇o2 max. In healthy subjects, oxygen uptake of the arms during leg pedaling at maximal effort (26.1 ml·kg muscle−1·min−1) yielded ∼35% of V̇o2 max of the arms attained during arm cranking (77.8 ml·kg muscle−1·min−1; see Ref. 12). Therefore, we assume that during maximal leg cycling exercise mitochondria in the arm musculature are active at 35% of their V̇o2 max.

Oxygen consumption of other organs.

At maximal effort, oxygen consumption by the brain was assumed to be similar to resting conditions, ∼20% of measured oxygen consumption in rest (∼1 ml·kg−1·min−1; cf. Ref. 17). Maximal myocardial oxygen consumption has been estimated to be 0.45 mM/s (18, 57), that is, 670 ml·kg heart muscle−1·min−1 at core temperature during maximal exercise and ∼3 ml·kg body mass−1·min−1 using an average heart mass of 380 g in males and 330 g in females (22). Note that oxygen consumption of other organs such as the liver, kidneys, and digestive system is neglected but is assumed to be less than in resting conditions (<2 ml·kg−1·min−1; cf. Ref. 17).

Mitochondrialoxidativecapacity=(6,000×SDH×Vm×δ1×60)×Mm×Mb1+(0.2×VO2rest+VO2max,heart×Mh×Mb1)(3)

where V̇o2rest is oxygen consumption at rest, V̇o2max, heart is 670 ml·kg heart muscle−1·min−1, and Mh is heart mass (330 g in females, 380 g in males). SDH = 1/5 × 0.35 × (SDHarm/SDHleg) × SDHVL + 4/5 × SDHVL, that is, SDH activity of arm musculature is not fully active during maximal cycling exercise (35%) and is lower than leg SDH activity (65% in cyclists, 80% in controls and CHF patients) and accounts for ∼20% of whole body skeletal muscle mass, with SDHVL the SDH activity determined from biopsy samples of the vastus lateralis.

Statistics.

All data are presented as individual values or as means ± SD, unless otherwise indicated. Differences between groups were assessed by one-way ANOVAs (between-factor group: CHF patients, controls, cyclists). Differences in SDH activity with incubation temperature were assessed by repeated-measures ANOVA (within-factor temperature: 32, 37, and 42°C). Post hoc comparisons with Bonferroni correction were performed to detect differences between groups and temperatures. The relationships between SDH activity and whole body V̇o2 max, SDH activity and V̇o2 max normalized for skeletal muscle mass, and between mitochondrial oxidative capacity and whole body V̇o2 max were assessed by linear regressions. To check whether regression lines differed from the line of identity or regression line from literature, differences in slope and intercept were tested by confidence intervals of the regression coefficients. Differences were considered to be significant if P < 0.05.

RESULTS

Table 1 summarizes average age, body mass, body mass index (BMI), calculated skeletal muscle mass, V̇o2 max, SDH activity at 37°C, SDH activity adjusted for temperature, and calculated muscle fiber V̇o2 max of CHF patients, healthy controls, and cyclists. Even though skeletal muscle mass as percentage body mass was lower in controls compared with cyclists, the absolute skeletal muscle mass was similar in controls and cyclists, which was likely due to a higher body mass and BMI in the control group.

Histochemical method for SDH activity.

Figure 1 shows muscle fiber cross sections of vastus lateralis that were incubated for SDH using quantitative enzyme histochemistry. SDH activity was significantly different between CHF patients, controls, and cyclists.

Fig. 1.

Fig. 1.Succinate dehydrogenase (SDH) staining using quantitative histochemistry. A: healthy control subject; B: cyclist. Cross sections of the human vastus lateralis muscle incubated for SDH activity at 37°C. Section thickness 10 μm, incubation time 20 min. Scale bar 100 μm.


Reproducibility was determined from two measurements of mean SDH absorbance without incubation and in high oxidative (i.e., type I) and low oxidative (i.e., type II) muscle fibers (5) after 20 min of incubation (Fig. 2). It is concluded that average SDH absorbance values were similar for both measurements.

Fig. 2.

Fig. 2.Reproducibility of SDH activity measurements. SDH activity was measured on two separate occasions without incubation (■) and after 20 min incubation in high oxidative fibers (▲) and low oxidative fibers (△) of the same muscle tissue. The solid line represents the line of identity. SDH activity of 120 muscle fibers in total was determined from absorbance measurements at 660 nm (A660). Values are means ± SD.


The relationship between SDH absorbance and incubation temperature in human muscle tissue is shown in Fig. 3. Mean absorbance values of high and low oxidative fibers were significantly different between 32, 37, and 42°C (P < 0.001). At 42°C, SDH absorbance is 1.76 times higher compared with that at 32°C. Hence, SDH enzyme activity of all subjects was adjusted for muscle temperature using a Q10 of 1.76.

Fig. 3.

Fig. 3.Relationship between SDH activity and incubation temperature. Average SDH activity of high and low oxidative fibers was measured after 20 min incubation (▲) at 32, 37, and 42°C. The SDH activity was significantly different between 32, 37, and 42°C (*P < 0.001). SDH activity of 240 muscle fibers in total was determined from absorbance measurements at 660 nm. Values are means ± SD.


Relationship between SDH activity and whole body V̇o2 max.

Figure 4 shows that SDH activity adjusted for muscle temperature is closely related to whole body V̇o2 max normalized to body mass (r2 = 0.81, P < 0.001) and whole body V̇o2 max normalized to skeletal muscle mass (r2 = 0.83, P < 0.001). Without adjustment for muscle temperature, correlation coefficients are slightly lower for V̇o2 max normalized to body mass (r2 = 0.79, P < 0.001) and V̇o2 max normalized to skeletal muscle mass (r2 = 0.80, P < 0.001). These results indicate that SDH activity is proportional to the V̇o2 max in humans, irrespective of training status (V̇o2 max ranging from 9.8 to 79.0 ml·kg−1·min−1). Normalization of V̇o2 max to skeletal muscle mass allows direct comparison with ex vivo measurements from intact animal myocytes in hyperoxic Tyrode solution (represented by the solid line; see methods). In humans, the relationship between temperature-adjusted SDH activity and V̇o2 max differed significantly from the predicted relationship from ex vivo measurements [slope <7.6 × 106, confidence interval (CI) = (5.3 × 106, 6.7 × 106), P < 0.05; intercept = 0, P > 0.05; see Refs. 16 and 75]. At V̇o2 max, the oxidative enzyme activity is not fully exploited. Note that V̇o2 max normalized to skeletal muscle mass may provide an overestimation of the true value because it also includes oxygen uptake by tissues other than skeletal muscles (Fig. 4B).

Fig. 4.

Fig. 4.Relationship between SDH activity and whole body maximal oxygen uptake (V̇o2 max) obtained during incremental cycling exercise. A: V̇o2 max normalized to body mass; B: V̇o2 max normalized to skeletal muscle mass. Data are displayed for CHF patients (▲), controls (○), and cyclists (■), and the group averages are shown (large open symbols). In B, the solid line represents the relationship between V̇o2 max and SDH activity in hyperoxia (see text). The glycogen-depleted biopsy reported by Bekedam et al. (4) was excluded.


Relationship between mitochondrial oxidative capacity and whole body V̇o2 max.

The relationship between body-mass-specific V̇o2 max during leg cycling and mitochondrial oxidative capacity from temperature-adjusted SDH activity and total skeletal muscle mass is shown in Fig. 5A. In CHF patients, controls, and cyclists, mitochondrial oxidative capacity is proportionally related to V̇o2 max during cycling (r2 = 0.88–0.89, P < 0.001). The relationship between V̇o2 max and mitochondrial capacity based on equation 1 significantly differed from the line of identity [slope <1, CI = (0.72 0.86), P < 0.05; intercept = 0, P > 0.05] and indicates that subjects do not fully use (∼85%) the oxidative enzyme capacity at V̇o2 max during cycling exercise. Note that in Fig. 5A it is assumed that all oxygen at V̇o2 max is consumed by skeletal muscle mitochondria, that all mitochondria are active at their V̇o2 max during maximal cycling exercise, and that SDH activity of vastus lateralis represents SDH activity of whole body musculature. Figure 5B displays the relationship between V̇o2 max and mitochondrial oxidative capacity based on equation 3. This prediction suggests that V̇o2 max during cycling is 90 ± 14% of the mitochondrial oxidative capacity. Even though the relationship in Fig. 5B tended to differ from the line of identity, the slope was not significantly different from 1 [slope = 1, CI = (0.84 1.00), P > 0.05; intercept = 0, P > 0.05]. Note that there is still considerable individual variation between mitochondrial oxidative capacity (Eq. 3) and measured V̇o2 max during cycling (coefficient of variation = 15.2%), which is also illustrated by lower correlation coefficients in separate subgroups (CHF patients r = 0.47, P = 0.107; healthy controls r = 0.61, P < 0.001, cyclists r = 0.67, P < 0.001). Mitochondrial oxidative overcapacity did not differ between CHF patients, controls, and cyclists (P = 0.108).

Fig. 5.

Fig. 5.Relationship between mitochondrial oxidative capacity predicted from SDH activity and skeletal muscle mass and the measured V̇o2 max during incremental cycling exercise. A: mitochondrial oxidative capacity based on equation 1; B: mitochondrial oxidative capacity based on equation 3. Data are displayed for CHF patients (▲), controls (○), and cyclists (■), and the group averages are shown (large open symbols). In A, mitochondrial oxidative capacity is predicted based on the assumption that all oxygen is consumed by skeletal muscle mitochondria and that SDH activity of the vastus lateralis locomotory muscle represents SDH activity of whole body musculature. In B, mitochondrial oxidative capacity takes into account 1) the differences in SDH activity between arm and leg muscles, 2) active skeletal muscle mass at maximal cycling exercise, and 3) oxygen consumption of other organs (see text). The glycogen-depleted biopsy reported by Bekedam et al. (4) was excluded.


DISCUSSION

The present study showed that SDH activity and mitochondrial oxidative capacity predicted from SDH activity are related to V̇o2 max measured during cycling (r2 = 0.81, P < 0.001 and r2 = 0.89, P < 0.001, respectively) across chronic heart failure patients, healthy untrained controls, and cyclists (V̇o2 max ranging from 9.8 to 79.0 ml·kg−1·min−1). During cycling exercise, V̇o2 max was on average 90 ± 14% of the mitochondrial oxidative capacity, indicating that humans do not fully exploit their oxidative enzyme capacity.

Symmorphosis in humans: Mitochondrial oxidative capacity is proportionally related to V̇o2 max.

Our results confirmed that V̇o2 max scales proportionally with SDH activity (r2 = 0.81) and mitochondrial oxidative capacity (r2 = 0.89) across heart failure patients, healthy controls, and cyclists. These results are in line with previous cross-sectional studies that have shown that in heterogeneous healthy populations the body-mass-specific V̇o2 max is related to SDH activity (r = 0.79; see Ref. 14) and mitochondrial volume density (r = 0.82; see Ref. 34). Note that in more homogeneous populations correlations between SDH activity and V̇o2 max were found to be substantially lower (r = 0.23; see Ref. 21). Our subgroups also showed lower correlations, which in combination with our coefficient of variation indicated considerable individual differences in mitochondrial oxidative overcapacity (see Unexplained variance of mitochondrial oxidative capacity and V̇o2 max). However, mitochondrial oxidative overcapacity did not differ between CHF patients, controls, and cyclists, which supports existence of symmorphosis in humans. CHF impairs V̇o2 max and mitochondrial oxidative capacity due to the limited cardiac output (52), as a result of reduced O2 flux to the mitochondria from impaired red blood cell (RBC) flux and velocity, reduced percentage of flowing capillaries supporting RBC flux during rest and exercise, impaired Q̇o2/V̇o2 matching, low microvascular Po2, and high fractional oxygen extraction (19, 29, 52, 55). Our results indicate that these impairments in both V̇o2 max and mitochondrial oxidative capacity are proportional in CHF patients and therefore support existence of symmorphosis in humans. Also trained cyclists did conform to the proportional relationship between V̇o2 max and mitochondrial oxidative capacity. In humans, however, individual increases in V̇o2 max induced by endurance training are generally not proportional to changes in oxidative enzyme activity of the skeletal muscle involved in endurance training (cf. Refs. 30 and 61). This discrepancy may be explained by the time course of (acute) training adaptations. For instance, V̇o2 max tends to increase by 15–30% during the first 2–3 mo of endurance training, whereas 40–50% increases in V̇o2 max may occur over 9–24 mo of training (61). However, concomitant changes in the tricarboxylic acid cycle and respiratory chain enzymes are much faster, displaying half-lives in the order of 1–3 wk (30, 61). Therefore, increases in V̇o2 max and mitochondrial capacity are likely disproportional during acute training adaptations (<9 mo) but may become proportional with chronic training adaptations (>9 mo), such as in our trained cyclists with an extensive training history (120 mo on average). Also note that trainability of V̇o2 max may markedly vary between subjects and is strongly related to heritability (63). Thus, mitochondrial oxidative capacity scales with V̇o2 max and largely accounts for differences in body-mass-specific V̇o2 max in this heterogeneous population.

Animals conform to the concept of symmorphosis assuming that all parts of the O2 pathway, contributing to V̇o2 max, are designed proportionally (70). Across sedentary and athletic animal species, it was shown that mitochondrial volume density is proportional to body-mass-specific V̇o2 max explaining 97% of its variance (35). Athletic animals presented a 2.5-fold greater body-mass-specific V̇o2 max, which was matched by a 2.5-fold larger mitochondrial volume density in their muscles (35). Therefore, the maximal rate of O2 consumption by skeletal muscle has been considered to be invariant across animals (4–5 ml O2·ml mitochondria−1·min−1; see Ref. 5). Our cross-sectional observation suggests that also in a heterogeneous population of human subjects V̇o2 max was matched by mitochondrial oxidative capacity: both V̇o2 max and SDH or predicted oxidative capacity were ∼1.5-fold greater in cyclists compared with controls, ∼3-fold greater in cyclists compared with CHF patients, and ∼2-fold greater in controls compared with CHF patients. Our results contradict previous findings (24), which challenged the existence of symmorphosis in humans and suggested that the relationship between V̇o2 max during cycling and mitochondrial oxidative capacity (from permeabilized fibers) varied with exercise training status. In this previous study (24), measurements in untrained subjects did conform to the concept of symmorphosis, whereas trained subjects did not. However, this conclusion is based on data of only four trained subjects and on a smaller observed range of V̇o2 max (31–66 ml·kg−1·min−1). In the present study mitochondrial oxidative capacity is proportional to V̇o2 max explaining 81–89% of its variance when observing a larger range of V̇o2 max (9.8–79.0 ml·kg−1·min−1). Hence, similar to animals, a higher oxygen uptake demand is met by increasing mitochondrial enzyme activity while oxidative capacity per mitochondria remains invariant across human individuals as well. Note that the observed marginal mitochondrial oxidative overcapacity does not challenge the concept of symmorphosis, since small excess in mitochondrial capacity at maximal exercise may serve as a safety factor (70). Thus, our data support the concept of symmorphosis in a heterogeneous population of human subjects indicating that mitochondrial oxidative capacity is proportional to V̇o2 max.

Mitochondrial oxidative overcapacity estimated from SDH activity.

Our subjects used on average 90% of their mitochondrial capacity during maximal cycling exercise, suggesting that mitochondrial oxidative capacity exceeded O2 use by ∼11%. Based on the relationship between mitochondrial respiration and cellular Po2, one could calculate at what percentage of their maximal capacity the mitochondria operate during dynamic exercise. Assuming first-order Michaelis Menten kinetics for mitochondrial oxygen consumption (58), the maximum obtainable V̇o2 relative to the theoretical V̇o2 max (under hyperoxic conditions) is:

VO2/VO2max=1/[1+(Km/PO2)](4)

where Km is the Michaelis constant for oxygen of the mitochondria (0.5 Torr; see Ref. 58) and Po2 is the mitochondrial oxygen tension (3.1 Torr during maximal cycling exercise estimated from myoglobin saturation and the P50 of myoglobin for oxygen; see Ref. 54). Following equation 4, V̇o2/V̇o2 max = 0.86. Therefore, during maximal cycling exercise, the mitochondria should theoretically operate at ∼86% of their maximal oxidative capacity, which agrees well with the present findings. Further mitochondrial inhibition (e.g., by nitric oxide) is therefore not necessary to explain the reported oxidative overcapacity. It should be noted that equation 4 assumes homogeneous oxygen tension inside the muscle cells, which is physiologically impossible (for further details, see Refs. 20 and 23). Note that the use of mitochondrial oxidative capacity (90 ± 14%) is similar to the exploited mitochondrial oxidative capacity (90 ± 15%) when based on the assumption that skeletal muscle mass accounts for ∼90% of the total oxygen consumption at maximal exercise (35) (i.e., instead of estimating oxygen consumption by the heart and brain). Moreover, considering that V̇o2 max is 5–10% higher during running vs. leg cycling (1, 6) and with arm musculature being fully active, the exploited mitochondrial oxidative capacity during running is estimated to be comparable to leg cycling (between 86 ± 13 and 90 ± 14%, respectively). Therefore, mitochondrial oxidative overcapacity of the present study appears to be robust and agrees well with mitochondrial overcapacity calculated from cellular oxygen tension.

Mitochondrial oxidative overcapacity with enhanced oxygen supply.

Our results indicate that circumventing limitations to V̇o2 max can increase V̇o2 max on average by ∼11% at most. What happens to V̇o2 max when limitations of O2 supply are reduced? Because the O2 pathway from atmosphere to mitochondria is an in-series system, it is evident that every step significantly impacts V̇o2 max (72). Acute interventions that enhance O2 supply have shown to increase V̇o2 max. Hyperoxia, for instance, by increasing inspired O2 fraction (FiO2) increased whole body V̇o2 max with 2–5% (74) and leg V̇o2 max with 8% (40) by enhancing oxygen diffusion at the lungs and from microvessels to mitochondria (40, 74). Blood reinfusion of 900-1,350 ml elevated oxygen-carrying capacity of the blood and thereby increased V̇o2 max by 4–9% (68). Moreover, V̇o2 max of one leg derived from blood flow and arteriovenous O2 difference measurements was 5–14% higher in one-legged cycling compared with two-legged cycling exercise because of the higher leg blood flow in one-legged exercise (38). The lower leg blood flow during maximal exercise with two legs compared with one leg is likely due to vasoconstriction of active muscles that is required to avoid hypotension and increase transit time at the muscle capillaries (38, 56). The theoretical model of Wagner, linking lungs, circulation, and muscles to V̇o2 max, predicts that an isolated 20% increase in ventilation, FiO2, lung diffusion capacity, muscle O2 diffusion conductance, hemoglobin concentration, or blood flow will increase V̇o2 max by only 1.3–5% (59, 71). Enhancement of oxygen supply can also be studied together with noninvasive assessment of postexercise PCr recovery kinetics with 31P-MRS (27, 28, 45), since PCr recovery kinetics have been used to estimate mitochondrial oxidative capacity (43). Previous studies have shown that enhanced oxygen supply with hyperoxia (27) and reactive hyperemia induced by cuff occlusion (45) improved both PCr recovery kinetics and estimated mitochondrial respiration rate; however, the quantitative interpretation of muscle mitochondrial capacity remains difficult (for review, see Ref. 37). Therefore, evidence indicates that increases in whole body V̇o2 max due to enhanced O2 supply are generally within a 10% range and agree well with our findings of excess mitochondrial capacity.

Unexplained variance of mitochondrial oxidative capacity and V̇o2 max.

Even though V̇o2 max and mitochondrial oxidative capacity are related, there are still considerable individual differences in mitochondrial oxidative overcapacity. These individual differences may arise from methodological errors in estimating mitochondrial oxidative capacity. For instance, the location of biopsy sampling affects fiber type distribution by 2–3%, and since SDH activity is closely related to fiber type (5) this could also affect weighed SDH activity. Nonetheless, we showed that SDH activity from quantitative histochemistry is highly reproducible (Fig. 2). We could not account for individual variation in muscle temperature, which in healthy controls is likely to be 1–1.5% (60, 62) and ∼3.5% in CHF patients (65). Even though skeletal muscle mass was estimated from an anthropometric model (47), the estimated skeletal mass as percentage of body mass (34.7% in CHF patients, 37.5% in controls, and 42.3% in cyclists) was in agreement with skeletal muscle mass derived from MRI measurements in subgroups of 468 subjects with similar age (33.8, 39.1, and 42.3%, respectively; see Ref. 36). Errors in oxygen consumption by the brain and heart (e.g., due to differences in heart mass and mitochondrial volume density between CHF patients, controls, and cyclists) may have attributed to the unexplained variance between measured V̇o2 max and mitochondrial oxidative capacity. However, note that maximal oxygen consumption of the heart (∼3 ml·kg−1·min−1) and oxygen consumption of the brain (∼1 ml·kg−1·min−1) only marginally contributed to the mitochondrial oxidative capacity in control subjects and cyclists. Moreover, we could not account for individual variation in SDH activity differences between arm and leg musculature and submaximally active mitochondria in arm musculature during leg cycling exercise. V̇o2 max has shown to be obtained reproducibly within our laboratory (intraclass correlation coefficient = 0.98, P < 0.001; unpublished observations), and all subjects terminated exercise due to voluntary exhaustion. Although V̇o2 peak attained during the maximum-effort incremental test to voluntary exhaustion is considered a valid index of V̇o2 max (15) that is not different from V̇o2 peak attained during supramaximal exercise (2), small differences in maximal effort may have contributed to individual differences in mitochondrial oxidative overcapacity because underestimates of V̇o2 max may have occurred in some subjects. Taken together, unexplained variance between mitochondrial oxidative capacity and V̇o2 max is only 11% (r2 = 0.89) in the present study, and therefore it is likely that possible effects of methodological errors are partially cancelled out in our group of human subjects.

A portion of unexplained variance between mitochondrial capacity and V̇o2 max may also be attributed to physiological differences between individuals. These differences may arise from limitations to the convective O2 supply, for instance, arterial and venous saturation, systemic hematocrit, hemoglobin content, cardiac output, and end-diastolic heart volume (3, 48, 72). Also, limitations to diffusive O2 supply may explain individual differences in mitochondrial oxidative overcapacity at maximal exercise. Oxygen diffusion at the muscle level is determined by oxygen transport from sarcolemma to mitochondria by myoglobin and by blood-myocyte O2 flux set by the oxygen tension gradient between the capillaries and sarcolemma, which depends on (changes in) RBC velocity and capillary hematocrit (i.e., RBC flux), on capillary density, and the proportion of flowing capillaries (3, 39, 52, 72). Moreover, differences in mitochondrial oxidative overcapacity may be investigated in light of individual fiber type distribution, since vasomotor control may be modulated as a function of fiber type and/or oxidative capacity of the muscle fibers (29, 41), displaying better Q̇o2/V̇o2 matching and thus higher microvascular Po2 in high vs. low oxidative muscle or muscle parts (29). Furthermore, individual differences may arise from the effectiveness in energy distribution within the muscle cells, which depends on metabolite-facilitated diffusion (i.e., oxygen transport by the oxy-deoxy myoglobin shuttle and ATP diffusion by the creatine kinase shuttle) and on membrane potential conduction via the mitochondrial reticulum (25). Because SDH activity using quantitative enzyme histochemistry is determined in individual muscle fibers, it can be related to other fiber-specific variables (e.g., myosin heavy chain type and muscle fiber size, capillary density, diffusion distance, or myoglobin concentration). Future studies should investigate whether differences in determinants of convective and diffusive O2 supply or energy distribution may also account for part of the unexplained variance in the relationship between mitochondrial oxidative capacity and V̇o2 max, i.e., explain differences between individual subjects with similar V̇o2 max but different SDH activity.

Use of mitochondrial oxidative overcapacity.

Even though oxygen use during maximal cycling exercise is on average ∼90% of the oxidative capacity, a greater proportion of the mitochondrial oxidative capacity may be used when oxygen supply is not limiting. For instance, during exercise with smaller muscle groups (without cardiac output limitation), blood flow heterogeneity may facilitate matching of oxygen supply to oxygen demand in the active muscle groups, although this does not come at the expense of Q̇o2/V̇o2 matching in another region (29, 41). Also at submaximal exercise intensities, a higher mitochondrial oxidative capacity may enable mitochondria to operate at a lower percentage of their maximal oxidative rate for a given oxygen consumption. Consequently, following Michealis Menten kinetics of mitochondria, V̇o2 kinetics will be faster and result in glycogen sparing and faster adaptations of steady state during submaximal exercise. In addition, lower substrate concentrations are required, and mitochondria are less likely to become hypoxic, thereby reducing damage from oxidative stress induced by hypoxia. Moreover, hypoxia in the muscle fibers will likely occur at higher exercise intensity and therefore could increase intensity at the lactate or ventilatory threshold (i.e., intensity at which aerobic ATP resynthesis can no longer match ATP use in the working muscles), which is an important determinant of endurance performance in subjects with similar V̇o2 max (3). Therefore, with higher mitochondrial oxidative capacity a higher rate of ATP production may be sustained during endurance performance (32). Because mitochondria conform Michaelis Menten kinetics, it is highly unlikely that mitochondria operate at 100% of their maximal oxidative capacity, since this requires very high intracellular Po2 (that would likely require an increase in the P50 of the blood and enhanced diffusion capacity in the lungs) and extremely high substrate concentrations (that potentially could have an osmotic effect similar to lactate accumulation and thereby increase blood viscosity).

Conclusions.

Human V̇o2 max attained during cycling exercise is related to mitochondrial oxidative capacity predicted from skeletal muscle SDH activity. Measured whole body V̇o2 max is ∼90% of the mitochondrial oxidative capacity, which can be explained by limited oxygen supply to muscle mitochondria.

GRANTS

This work was supported by a research grant from Technologiestichting STW, The Netherlands, and an unrestricted research grant from The Sportfasting Europe.

DISCLOSURES

No conflicts of interest, financial or otherwise, are declared by the authors.

AUTHOR CONTRIBUTIONS

S.v.d.Z., J.C.d.R., D.A.N., R.S., J.J.d.K., R.T.J., and W.J.v.d.L. conception and design of research; S.v.d.Z., R.S., and F.W.B. performed experiments; S.v.d.Z., J.C.d.R., R.S., J.J.d.K., R.T.J., and W.J.v.d.L. analyzed data; S.v.d.Z., J.C.d.R., J.J.d.K., R.T.J., and W.J.v.d.L. interpreted results of experiments; S.v.d.Z., R.T.J., and W.J.v.d.L. prepared figures; S.v.d.Z., R.T.J., and W.J.v.d.L. drafted manuscript; S.v.d.Z., J.C.d.R., D.A.N., R.S., F.W.B., J.J.d.K., R.T.J., and W.J.v.d.L. edited and revised manuscript; S.v.d.Z., J.C.d.R., D.A.N., R.S., F.W.B., J.J.d.K., R.T.J., and W.J.v.d.L. approved final version of manuscript.

ACKNOWLEDGMENTS

We thank Wendy Noort, Peter Meijer, Wouter Ruchtie, Jelmer Nuijten, Victor Vane, and Niels Daems for assistance with data collection.

REFERENCES

  • 1. Astrand PO, Saltin B. Maximal oxygen uptake and heart rate in various types of muscular activity. J Appl Physiol 16: 977–981, 1961.
    Link | Web of Science | Google Scholar
  • 2. Barker AR, Williams CA, Jones AM, Armstrong N. Establishing maximal oxygen uptake in young people during a ramp cycle test to exhaustion. Br J Sports Med 45: 498–503, 2011.
    Crossref | PubMed | Web of Science | Google Scholar
  • 3. Bassett DR, Howley ET. Limiting factors for maximum oxygen uptake and determinants of endurance performance. Med Sci Sports Exerc 32: 70–84, 2000.
    Crossref | PubMed | Web of Science | Google Scholar
  • 4. Bekedam MA, van Beek-Harmsen BJ, Boonstra A, van Mechelen W, Visser FC, van der Laarse WJ. Maximum rate of oxygen consumption related to succinate dehydrogenase activity in skeletal muscle fibres of chronic heart failure patients and controls. Clin Physiol Funct Imaging 23: 337–343, 2003.
    Crossref | Web of Science | Google Scholar
  • 5. Bekedam MA, van Beek-Harmsen BJ, van Mechelen W, Boonstra A, Visser FC, van der Laarse WJ. Sarcoplasmic reticulum ATPase activity in type I and II skeletal muscle fibres of chronic heart failure patients. Int J Cardiol 133: 185–190, 2009.
    Crossref | PubMed | Web of Science | Google Scholar
  • 6. Bergh U, Kanstrup IL, Ekblom B. Maximal oxygen uptake during exercise with various combinations of arm and leg work. J Appl Physiol 41: 191–196, 1976.
    Link | Web of Science | Google Scholar
  • 7. Blomstrand E, Rådegran G, Saltin B. Maximum rate of oxygen uptake by human skeletal muscle in relation to maximal activities of enzymes in the Krebs cycle. J Physiol 501: 455–460, 1997.
    Crossref | PubMed | Web of Science | Google Scholar
  • 8. Boushel R, Gnaiger E, Calbet JAL, Gonzalez-Alonso J, Wright-Paradis C, Sondergaard H, Ara I, Helge JW, Saltin B. Muscle mitochondrial capacity exceeds maximal oxygen delivery in humans. Mitochondrion 11: 303–307, 2011.
    Crossref | PubMed | Web of Science | Google Scholar
  • 9. Boushel R, Gnaiger E, Larsen FJ, Helge JW, González-Alonso J, Ara I, Munch-Andersen T, van Hall G, Søndergaard H, Saltin B, Calbet JAL. Maintained peak leg and pulmonary VO2 despite substantial reduction in muscle mitochondrial capacity. Scand J Med Sci Sports 25: 135–143, 2015.
    Crossref | PubMed | Web of Science | Google Scholar
  • 10. Boushel R, Saltin B. Ex vivo measures of muscle mitochondrial capacity reveal quantitative limits of oxygen delivery by the circulation during exercise. Int J Biochem Cell Biol 45: 68–75, 2013.
    Crossref | Web of Science | Google Scholar
  • 11. Brown GC. Regulation of mitochondrial respiration by nitric oxide inhibition of cytochrome c oxidase. Biochim Biophys Acta BBA Bioenerg 1504: 46–57, 2001.
    Crossref | PubMed | Web of Science | Google Scholar
  • 12. Calbet JAL, González-Alonso J, Helge JW, Søndergaard H, Munch-Andersen T, Saltin B, Boushel R. Central and peripheral hemodynamics in exercising humans: leg vs. arm exercise. Scand J Med Sci Sports 25, Suppl 4: 144–157, 2015.
    Crossref | Web of Science | Google Scholar
  • 13. Cooperstein SJ, Lazarow A, Kurfess NJ. A microspectrophotometric method for the determination of succinic dehydrogenase. J Biol Chem 186: 129–139, 1950.
    PubMed | Web of Science | Google Scholar
  • 14. Costill DL, Daniels J, Evans W, Fink W, Krahenbuhl G, Saltin B. Skeletal muscle enzymes and fiber composition in male and female track athletes. J Appl Physiol 40: 149–154, 1976.
    Link | Web of Science | Google Scholar
  • 15. Day JR, Rossiter HB, Coats EM, Skasick A, Whipp BJ. The maximally attainable VO2 during exercise in humans: the peak vs. maximum issue J Appl Physiol 95: 1901–1907, 2003.
    Link | Web of Science | Google Scholar
  • 16. des Tombe AL, van Beek-Harmsen BJ, Lee-de Groot MBE, van der Laarse WJ. Calibrated histochemistry applied to oxygen supply and demand in hypertrophied rat myocardium. Microsc Res Tech 58: 412–420, 2002.
    Crossref | Web of Science | Google Scholar
  • 17. Durnin JVGA. Basal metabolic rate in man. Glasgow, Scotland: Univ of Glasgow, 1981. http://www.fao.org/3/contents/3079f916-ceb8-591d-90da-02738d5b0739/M2845E00.
    Google Scholar
  • 18. Elzinga G, van der Laarse WJ. MV̇o2max of the heart cannot be determined from uncoupled myocytes. Basic Res Cardiol 85: 315–317, 1990.
    Crossref | PubMed | Web of Science | Google Scholar
  • 19. Esposito F, Reese V, Shabetai R, Wagner PD, Richardson RS. Isolated quadriceps training increases maximal exercise capacity in chronic heart failure: the role of skeletal muscle convective and diffusive oxygen transport. J Am Coll Cardiol 58: 1353–1362, 2011.
    Crossref | PubMed | Web of Science | Google Scholar
  • 20. Federspiel WJ. A model study of intracellular oxygen gradients in a myoglobin-containing skeletal muscle fiber. Biophys J 49: 857–868, 1986.
    Crossref | PubMed | Web of Science | Google Scholar
  • 21. Foster C, Costill DL, Daniels JT, Fink WJ. Skeletal muscle enzyme activity, fiber composition and V̇o2max in relation to distance running performance. Eur J Appl Physiol 39: 73–80, 1978.
    Crossref | Web of Science | Google Scholar
  • 22. Gaitskell K, Perera R, Soilleux EJ. Derivation of new reference tables for human heart weights in light of increasing body mass index. J Clin Pathol 64: 358–362, 2011.
    Crossref | Web of Science | Google Scholar
  • 23. Gayeski TE, Honig CR. O2 gradients from sarcolemma to cell interior in red muscle at maximal V̇o2. Am J Physiol Heart Circ Physiol 251: H789–H799, 1986.
    Link | Web of Science | Google Scholar
  • 24. Gifford JR, Garten RS, Nelson AD, Trinity JD, Layec G, Witman MAH, Weavil JC, Mangum T, Hart C, Etheredge C, Jessop J, Bledsoe A, Morgan DE, Wray DW, Rossman MJ, Richardson RS. Symmorphosis and skeletal muscle V̇o2max: in vivo and in vitro measures reveal differing constraints in the exercise-trained and untrained human. J Physiol 594: 1741–1751, 2016.
    Crossref | PubMed | Web of Science | Google Scholar
  • 25. Glancy B, Hartnell LM, Malide D, Yu ZX, Combs CA, Connelly PS, Subramaniam S, Balaban RS. Mitochondrial reticulum for cellular energy distribution in muscle. Nature 523: 617–620, 2015.
    Crossref | PubMed | Web of Science | Google Scholar
  • 26. Gollnick PD, Armstrong RB, Saubert CW, Piehl K, Saltin B. Enzyme activity and fiber composition in skeletal muscle of untrained and trained men. J Appl Physiol 33: 312–319, 1972.
    Link | Web of Science | Google Scholar
  • 27. Haseler LJ, Hogan MC, Richardson RS. Skeletal muscle phosphocreatine recovery in exercise-trained humans is dependent on O2 availability. J Appl Physiol 86: 2013–2018, 1999.
    Link | Web of Science | Google Scholar
  • 28. Haseler LJ, Lin AP, Richardson RS. Skeletal muscle oxidative metabolism in sedentary humans: 31P-MRS assessment of O2 supply and demand limitations. J Appl Physiol 97: 1077–1081, 2004.
    Link | Web of Science | Google Scholar
  • 29. Heinonen I, Koga S, Kalliokoski KK, Musch TI, Poole DC. Heterogeneity of Muscle Blood Flow and Metabolism: Influence of Exercise, Aging, and Disease States. Exerc Sport Sci Rev 43: 117–124, 2015.
    Crossref | PubMed | Web of Science | Google Scholar
  • 30. Henriksson J, Reitman JS. 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: 91–97, 1977.
    Crossref | PubMed | Web of Science | Google Scholar
  • 31. Hill AV, Long CNH, Lupton H. Muscular Exercise, Lactic Acid, and the Supply and Utilisation of Oxygen. Proc R Soc Lond Ser B Contain Pap Biol Character 96: 438–475, 1924.
    Crossref | Google Scholar
  • 32. Holloszy JO, Coyle EF. Adaptations of skeletal muscle to endurance exercise and their metabolic consequences. J Appl Physiol 56: 831–838, 1984.
    Link | Web of Science | Google Scholar
  • 33. Hoppeler H, Kayar SR, Claasen H, Uhlmann E, Karas RH. Adaptive variation in the mammalian respiratory system in relation to energetic demand: III. Skeletal muscles: setting the demand for oxygen. Respir Physiol 69: 27–46, 1987.
    Crossref | Google Scholar
  • 34. Hoppeler H, Lüthi P, Claassen H, Weibel ER, Howald H. The ultrastructure of the normal human skeletal muscle. Pflüg Arch 344: 217–232, 1973.
    Crossref | PubMed | Web of Science | Google Scholar
  • 35. Hoppeler H, Weibel ER. Limits for oxygen and substrate transport in mammals. J Exp Biol 201: 1051–1064, 1998.
    PubMed | Web of Science | Google Scholar
  • 36. Janssen I, Heymsfield SB, Wang ZM, Ross R. Skeletal muscle mass and distribution in 468 men and women aged 18–88 yr. J Appl Physiol 89: 81–88, 2000.
    Link | Web of Science | Google Scholar
  • 37. Kemp GJ, Ahmad RE, Nicolay K, Prompers JJ. Quantification of skeletal muscle mitochondrial function by 31P magnetic resonance spectroscopy techniques: a quantitative review. Acta Physiol 213: 107–144, 2015.
    Crossref | PubMed | Web of Science | Google Scholar
  • 38. Klausen K, Secher NH, Clausen JP, Hartling O, Trap-Jensen J. Central and regional circulatory adaptations to one-leg training. J Appl Physiol 52: 976–983, 1982.
    Link | Web of Science | Google Scholar
  • 39. Klitzman B, Duling BR. Microvascular hematocrit and red cell flow in resting and contracting striated muscle. Am J Physiol Heart Circ Physiol 237: H481–H490, 1979.
    Link | Web of Science | Google Scholar
  • 40. Knight DR, Schaffartzik W, Poole DC, Hogan MC, Bebout DE, Wagner PD. Effects of hyperoxia on maximal leg O2 supply and utilization in men. J Appl Physiol 75: 2586–2594, 1993.
    Link | Web of Science | Google Scholar
  • 41. Koga S, Rossiter HB, Heinonen I, Musch TI, Poole DC. Dynamic heterogeneity of exercising muscle blood flow and O2 utilization. Med Sci Sports Exerc 46: 860–876, 2014.
    Crossref | PubMed | Web of Science | Google Scholar
  • 43. Lanza IR, Bhagra S, Nair KS, Port JD. Measurement of human skeletal muscle oxidative capacity by 31P-MR spectroscopy: a cross-validation with in vitro measurements. J Magn Reson Imaging 34: 1143–1150, 2011.
    Crossref | PubMed | Web of Science | Google Scholar
  • 44. Larsen S, Nielsen J, Hansen CN, Nielsen LB, Wibrand F, Stride N, Schroder HD, Boushel R, Helge JW, Dela F, Hey-Mogensen M. Biomarkers of mitochondrial content in skeletal muscle of healthy young human subjects. J Physiol 590: 3349–3360, 2012.
    Crossref | PubMed | Web of Science | Google Scholar
  • 45. Layec G, Haseler LJ, Trinity JD, Hart CR, Liu X, Le Fur Y, Jeong EK, Richardson RS. Mitochondrial function and increased convective O2 transport: implications for the assessment of mitochondrial respiration in vivo. J Appl Physiol 115: 803–811, 2013.
    Link | Web of Science | Google Scholar
  • 46. Lee-de Groot MBE, des Tombe AL, van der Laarse WJ. Calibrated histochemistry of myoglobin concentration in cardiomyocytes. J Histochem Cytochem 46: 1077–1084, 1998.
    Crossref | PubMed | Web of Science | Google Scholar
  • 47. Lee RC, Wang Z, Heo M, Ross R, Janssen I, Heymsfield SB. Total-body skeletal muscle mass: development and cross-validation of anthropometric prediction models. Am J Clin Nutr 72: 796–803, 2000.
    Crossref | Web of Science | Google Scholar
  • 48. Levine BD. o2max: what do we know, and what do we still need to know? J Physiol 586: 25–34, 2008.
    Crossref | PubMed | Web of Science | Google Scholar
  • 49. Myers J, Prakash M, Froelicher V, Do D, Partington S, Atwood JE. Exercise capacity and mortality among men referred for exercise testing. N Engl J Med 346: 793–801, 2002.
    Crossref | PubMed | Web of Science | Google Scholar
  • 50. Picard M, Taivassalo T, Gouspillou G, Hepple RT. Mitochondria: isolation, structure and function. J Physiol 589: 4413–4421, 2011.
    Crossref | PubMed | Web of Science | Google Scholar
  • 51. Pool CW, Diegenbach PC, Scholten G. Quantitative succinate-dehydrogenase histochemistry. I. A Methodological study on mammalian and fish muscle. Histochemistry 64: 251–262, 1979.
    Crossref | PubMed | Google Scholar
  • 52. Poole DC, Hirai DM, Copp SW, Musch TI. Muscle oxygen transport and utilization in heart failure: implications for exercise (in)tolerance. Am J Physiol Heart Circ Physiol 302: H1050–H1063, 2012.
    Link | Web of Science | Google Scholar
  • 53. Richardson RS, Grassi B, Gavin TP, Haseler LJ, Tagore K, Roca J, Wagner PD. Evidence of O2 supply-dependent V̇o2 max in the exercise-trained human quadriceps. J Appl Physiol 86: 1048–1053, 1999.
    Link | Web of Science | Google Scholar
  • 54. Richardson RS, Noyszewski EA, Kendrick KF, Leigh JS, Wagner PD. Myoglobin O2 desaturation during exercise. Evidence of limited O2 transport. J Clin Invest 96: 1916–1926, 1995.
    Crossref | PubMed | Web of Science | Google Scholar
  • 55. Richardson TE, Kindig CA, Musch TI, Poole DC. Effects of chronic heart failure on skeletal muscle capillary hemodynamics at rest and during contractions. J Appl Physiol 95: 1055–1062, 2003.
    Link | Web of Science | Google Scholar
  • 56. Rowell LB, Saltin B, Kiens B, Christensen NJ. Is peak quadriceps blood flow in humans even higher during exercise with hypoxemia? Am J Physiol Heart Circ Physiol 251: H1038–H1044, 1986.
    Link | Google Scholar
  • 57. Ruiter G, Wong YY, de Man FS, Handoko ML, Jaspers RT, Postmus PE, Westerhof N, Niessen HWM, van der Laarse WJ, Vonk-Noordegraaf A. Right ventricular oxygen supply parameters are decreased in human and experimental pulmonary hypertension. J Heart Lung Transplant 32: 231–240, 2013.
    Crossref | PubMed | Web of Science | Google Scholar
  • 58. Rumsey WL, Schlosser C, Nuutinen EM, Robiolio M, Wilson DF. Cellular energetics and the oxygen dependence of respiration in cardiac myocytes isolated from adult rat. J Biol Chem 265: 15392–15402, 1990.
    Crossref | PubMed | Web of Science | Google Scholar
  • 59. Saltin B, Calbet JAL. Point: In health and in a normoxic environment, V̇o2 max is limited primarily by cardiac output and locomotor muscle blood flow. J Appl Physiol 100: 744–748, 2006.
    Link | Web of Science | Google Scholar
  • 60. Saltin B, Gagge AP, Stolwijk JA. Muscle temperature during submaximal exercise in man. J Appl Physiol 25: 679–688, 1968.
    Link | Web of Science | Google Scholar
  • 61. Saltin B, Henriksson J, Nygaard E, Andersen P, Jansson E. Fiber types and metabolic potentials of skeletal muscles in sedentary man and endurance runners. Ann NY Acad Sci 301: 3–29, 1977.
    Crossref | PubMed | Google Scholar
  • 62. Saltin B, Hermansen L. Esophageal, rectal, and muscle temperature during exercise. J Appl Physiol 21: 1757–1762, 1966.
    Link | Web of Science | Google Scholar
  • 63. Sarzynski MA, Ghosh S, Bouchard C. Genomic and transcriptomic predictors of response levels to endurance exercise training. J Physiol 10.1113/JP272559.
    Crossref | Web of Science | Google Scholar
  • 64. Schwerzmann K, Hoppeler H, Kayar SR, Weibel ER. Oxidative capacity of muscle and mitochondria: correlation of physiological, biochemical, and morphometric characteristics. Proc Natl Acad Sci USA 86: 1583–1587, 1989.
    Crossref | PubMed | Web of Science | Google Scholar
  • 65. Shellock FG, Swan HJ, Rubin SA. Muscle and femoral vein temperatures during short-term maximal exercise in heart failure. J Appl Physiol 58: 400–408, 1985.
    Link | Web of Science | Google Scholar
  • 66. Shephard RJ. Maximal oxygen intake and independence in old age. Br J Sports Med 43: 342–346, 2009.
    Crossref | PubMed | Web of Science | Google Scholar
  • 67. So RCH, Ng JKF, Ng GYF. Muscle recruitment pattern in cycling: a review. Phys Ther Sport 6: 89–96, 2005.
    Crossref | Web of Science | Google Scholar
  • 68. Spriet LL, Gledhill N, Froese AB, Wilkes DL. Effect of graded erythrocythemia on cardiovascular and metabolic responses to exercise. J Appl Physiol 61: 1942–1948, 1986.
    Link | Web of Science | Google Scholar
  • 69. Spurway NC, Ekblom B, Noakes TD, Wagner PD. What limits V̇o2max? A symposium held at the BASES Conference, 6 September 2010. J Sports Sci 30: 517–531, 2012.
    Crossref | PubMed | Web of Science | Google Scholar
  • 70. Taylor CR, Weibel ER. Design of the mammalian respiratory system I–IX. Respir Physiol 44: 1–164, 1981.
    Crossref | PubMed | Google Scholar
  • 71. Wagner PD. A theoretical analysis of factors determining V̇o2max at sea level and altitude. Respir Physiol 106: 329–343, 1996.
    Crossref | PubMed | Google Scholar
  • 72. Wagner PD. CrossTalk proposal: Diffusion limitation of O2 from microvessels into muscle does contribute to the limitation of V̇o2max. J Physiol 593: 3757–3758, 2015.
    Crossref | PubMed | Web of Science | Google Scholar
  • 73. Weibel ER, Hoppeler H. Exercise-induced maximal metabolic rate scales with muscle aerobic capacity. J Exp Biol 208: 1635–1644, 2005.
    Crossref | PubMed | Web of Science | Google Scholar
  • 74. Welch HG. Effects of hypoxia and hyperoxia on human performance. Exerc Sport Sci Rev 15: 191–221, 1987.
    Crossref | Web of Science | Google Scholar
  • 75. van der Laarse WJ, Diegenbach PC, Elzinga G. Maximum rate of oxygen consumption and quantitative histochemistry of succinate dehydrogenase in single muscle fibres of Xenopus laevis. J Muscle Res Cell Motil 10: 221–228, 1989.
    Crossref | PubMed | Web of Science | Google Scholar

AUTHOR NOTES

  • Address for reprint requests and other correspondence: S. van der Zwaard, MOVE Research Institute Amsterdam, Dept. of Human Movement Sciences, Vrije Universiteit Amsterdam, van der Boechorststraat 9, 1081 BT Amsterdam, The Netherlands (e-mail: ).