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J Appl Physiol 92: 2264-2272, 2002; doi:10.1152/japplphysiol.01174.2001
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Vol. 92, Issue 6, 2264-2272, June 2002

Content of intramyocellular lipids derived by electron microscopy, biochemical assays, and 1H-MR spectroscopy

Hans Howald1, Chris Boesch2, Roland Kreis2, Sibylle Matter1, Rudolf Billeter1, Birgitta Essen-Gustavsson3, and Hans Hoppeler1

Departments of 1 Anatomy and 2 Clinical Research (Magnetic Resonance Spectroscopy and Methodology), University of Bern, CH-3000 Bern, Switzerland; and 3 Unit of Comparative Medicine and Physiology, Department of Large Animal Sciences, Faculty of Veterinary Medicine, Swedish University of Agricultural Sciences, S-750 07 Uppsala, Sweden


    ABSTRACT
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

Three different methods to determine intramyocellular lipid (IMCL) contents in human skeletal muscle have been compared. 1H-magnetic resonance spectroscopy (MRS) was evaluated against electron microscopic morphometry and biochemical assays of biopsy samples from m. tibialis anterior of 10 healthy subjects. The results of 1H-MRS and morphometry were strongly correlated, proving the validity of the 1H-MRS results for the noninvasive determination of IMCL. Biochemical assays yielded results that did not significantly correlate with the results of the other methods. When IMCL levels obtained from the three methods are expressed in common units, it was found that 1H-MRS yielded IMCL average levels that were 1.8 times lower than those found by morphometry. Potential reasons for the discrepancy are discussed. It is expected that 1H-MRS will be suitable to replace invasive techniques for IMCL determination, whenever noninvasiveness is crucial, e.g., for repeated investigations in studies of substrate recruitment and recovery in exercise.

skeletal muscle; exercise; energy substrates; quantitation; magnetic resonance


    INTRODUCTION
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

THE IMPORTANCE OF LIPID AS a substrate for oxidative energy production and long-lasting physical exercise has been reviewed extensively in recent publications (1, 14, 20-22, 29, 33, 40, 45). Lipids are stored in the form of triglycerides in either adipose tissue [extramyocellular lipid (EMCL)] or of lipid droplets in the cytoplasm of muscle cells [intramyocellular lipid (IMCL)]. At both sites, exercise induces lipolysis, resulting in the release of free fatty acids and glycerol. In the case of IMCL, free fatty acids are readily available for oxidation, because lipid droplets are usually located in close contact to muscle mitochondria (41). Free fatty acids from EMCL are complexed with plasma albumin to allow for vascular transport to skeletal muscle capillaries. Specific fatty acid binding proteins then facilitate the transfer through capillary endothelium, sarcolemma, and muscle fiber cytoplasm to the mitochondria (40).

Muscle triglycerides have been measured invasively in biopsies by using biochemical assay methods (11, 13, 18, 25, 37, 44) or electron microscopy (EM) and morphometry (16, 38). However, invasive measurement does not lend itself to repeated measurement, which is necessary to study the kinetics of lipid depletion and repletion. Moreover, the sample is of small size, and biochemical fat determination is technically difficult, because the separation of IMCL and EMCL is critical. EM allows identification of intrafibrillar lipid droplets, but scarcity of the component and small sample size may lead to a large error. Normally, the relevant difference in IMCL has to be >60-100% to be detected with statistical significance in usual study populations (15).

The noninvasive observation of high-energy phosphates by 31P-magnetic resonance (MR) spectroscopy (MRS) and the investigation of muscular glycogen content by 13C-MRS are well established (3, 23). Based on the observation of two distinct lipid resonances (34), a method for measuring IMCL by 1H-MRS was developed (4). It was based on two facts: 1) one of the two resonances in the lipid CH2 region is independent of muscle orientation relative to the magnetic field and was, therefore, assigned to IMCL; and 2) the IMCL resonances scale with signal amplitudes of metabolites in the muscle cell (e.g., creatine), when the voxel size is increased, whereas lipid signals of bulk fat show a disproportionate growth. Quantitation of IMCL in animal (39) or human (2) muscle by means of 1H-MRS, along with 13C-MRS determination of glycogen, allows for the noninvasive observation of the complete pattern of intracellular substrate storage and use in human muscle during sports activities or as a result of dietary interventions.

The purpose of this study was to compare 1H-MRS results with those obtained with previously established methods and to estimate variability and expected error associated with each technique.


    MATERIALS AND METHODS
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

Volunteers. Six male and four female subjects gave written, informed consent for participation in the study, which had been approved by the Institutional Review Board of the University of Bern. The subjects averaged 30 ± 9.7 yr in age (range 21-48 yr), 69.3 ± 12.5 kg in body weight (range 49-93 kg), and 177.7 ± 8.7 cm in height (range 160-187 cm). Three subjects (two women, one man) were untrained (<2 h of sports/wk). The other seven subjects (two women, five men) had all been involved in regular endurance training (long-distance running, orienteering, triathlon) for several years, averaging 5-15 h of strenuous exercise/wk.

To guarantee a wide spread of IMCL levels in the investigated cohort, the untrained subjects were asked to go for a fast walk of 2 h before the investigations to deplete IMCL. The trained subjects were told to keep their IMCL stores at a high level by abstaining from training for at least 1 day before MRS and biopsy. When the first results were available, it was evident that one of the orienteers had not completely replenished his lipid stores 48 h after his participation in a very demanding competition taking place in a mountain area. Therefore, this particular subject was investigated for a second time after a full week of complete abstinence from training.

MRS. MR investigations were performed on a SIGNA 1.5-T MR system (General Electric, Milwaukee, WI). MR images were obtained for accurate localization. 1H-MR spectra were recorded by using a standard coil for extremities (linear polarized volume coil, diameter 17 cm, length 29 cm) and an optimized PRESS sequence with echo time (TE) of 20 ms, repetition time of 3,000 ms, 128 acquisitions, and 16 phase-rotation steps (4). All measurements were performed in m. tibialis anterior, because this muscle represents the optimal experimental situation for MRS, thanks to the parallel alignment of its fibers and surrounding lipid layers with respect to the static magnetic field.

Imaging parameters had been chosen for optimal visualization of muscles and fasciae (gradient echo sequence, 30° flip angle, repetition time 100 ms, TE 6.8 ms). The voxel position was selected in these T1-weighed images such that the voxel contained as little as possible visible interstitial tissue or fat, to avoid contamination from EMCL (Fig. 1). The first voxel position was marked for subsequent needle biopsy, and a second voxel volume was placed ~5 cm proximal to that location, where experience had shown that less contamination from EMCL can be expected (4). Only MRS data from the biopsy site were used for comparison with EM and biochemical assays. Data from the first and second MRS voxel location were used to estimate the influence of intramuscular differences in IMCL levels. Typical voxel volume was 2.4 ml.


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Fig. 1.   Axial magnetic resonance image for localization through the calf of 1 subject. A voxel of typical size and position is indicated (white square) in tibialis anterior muscle.

For single-voxel spectroscopy, water presaturation and outer volume suppression were used. Quantitation of spectra was done via the signal of water determined from a fit of the first points in a TE series of free induction decays obtained without water suppression (2). Both IMCL and EMCL peaks were fitted in water-suppressed spectra with four Gaussian lines by using an improved version of a conjugate gradient descent method and prior knowledge restrictions (36). A typical 1H-MR spectrum with identification of IMCL and other compounds is shown in Fig. 2.


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Fig. 2.   1H-magnetic resonance spectrum of tibialis anterior muscle. IMCL-(CH2)n-, intramyocellular lipid with fatty acid chain; EMCL-(CH2)n-, extramyocellular lipid with fatty acid chain; Cr3, creatine CH3 group; Cr2, creatine CH2 group; TMA, trimethylammonium; X3, tentatively assigned to taurine.

Initial studies had shown that IMCL in tibialis anterior muscle can be determined with a reproducibility of ~6% (4), which is sufficient to allow for quantitative estimates of biologically relevant changes in IMCL concentrations. Lipid concentrations are given in millimoles per kilogram wet weight of muscle (2).

Muscle biopsy and morphometry. Needle biopsies were taken from the upper part of tibialis anterior muscle at the position at which the first MR spectrum was recorded. A fraction of the tissue sample of each subject was immediately frozen in isopentane cooled in liquid nitrogen and then stored at -80°C for subsequent biochemical analysis. The remainder of the samples were processed for EM by fixation in a 6.25% solution of gluteraldehyde buffered in 0.1 M sodium cacodylate adjusted to 430 mosM with NaCl. Total osmolarity of the fixative was 1,150 mosM, pH 7.4. The blocks were rinsed overnight in 0.1 M sodium cacodylate buffer, postfixed during 2 h in a 1% solution of osmium tetroxide, and block-contrasted with 0.5% uranyl acetate. After dehydration with increasing ethanol concentrations, six randomly chosen tissue blocks of each subject were embedded in Epon by using moulds with a hemispherical bottom to ensure random orientation. The resulting Epon sticks were reembedded in flat moulds from which blocks were cut out at directions determined by a system of random numbers representing spatial probabilities, thus providing isotopic uniform random sections (42).

Four sections of ~50- to 70-nm thickness were cut from four tissue blocks selected at random and picked up on 200-mesh copper grids covered with a thin carbon-coated Parlodion film. The sections were contrasted with lead citrate and uranyl acetate. Two independent investigators recorded 15 micrographs from each of these four sections in a Philips 300 electron microscope at magnification MP7, resulting in a total of 120 micrographs per biopsy sample and subject.

A final magnification of about ×30,000 was used to estimate the volume density of muscle fiber structures. Systematic sampling was used for all stereological procedures. Point counting was performed by the two independent observers by using a grid containing 100 test points for mitochondria and 400 test points for lipid deposits. All stereological variables were estimated according to standard procedures (43). Statistical analyses were performed for the volume of total mitochondria per fiber volume and volume of total lipid deposits per fiber volume. Initially, volume density of IMCL is expressed as percentage of fiber volume, but conversion to millimoles per kilogram wet weight is possible to allow for comparison with 1H-MRS and chemical measurements, applying a multiplication factor of 10.1 (2). The results of the two observers were pooled before comparison with data collected by MRS and biochemical analysis.

Special attention was given to the identification of intramyocellular lipid droplets. By applying the fixation methods described above, these droplets should be spherical in shape and contain slightly shaded, homogeneous material surrounded by a thin borderline. Whereas these criteria apply well for muscle tissue after postexercise repletion of lipid stores (Fig. 3A), identification is more difficult after exhaustive exercise. In the latter case, areas adjacent to mitochondria and those showing dense material of onion-peel appearance (Fig. 3B) were also accepted for point counting of lipid volume density.


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Fig. 3.   Electron micrographs of tibialis anterior muscle of the 1 subject examined 1 wk (A) and 48 h after exhaustive exercise (B). Near-longitudinal sections are shown with sarcomeres in total contraction. mf, Myofibrils; mi, mitochondria; * , IMCL droplets, mostly in close contact to mitochondria. Scale bars = 1 µm.

Biochemical analysis. Freeze-dried muscle tissue was dissected free of visible connective tissue, fat, and blood from 9 of the 10 subjects. In one subject, it was not possible to get pure muscle tissue, as this sample contained almost only visible lipid droplets. Two muscle fiber specimens weighing 1.0-1.5 mg dry wt each were used from eight of the subjects, and from one subject one muscle fiber specimen weighing 0.6 mg dry wt was obtained. The triacylglycerol content of muscle fibers was determined by extraction of neutral fats with a Folch extract (12). The chloroform phase was retained and, after evaporation, hydrolyzed, and the glycerol content was measured (8). Results are given in millimoles per kilogram dry weight. With the assumption that muscle tissue contains 76% water (35), transformation to millimoles per kilogram wet weight is feasible by applying a multiplication factor of 0.24.

Statistics. Results are expressed as means ± SD. Linear regressions, two-sided unpaired t-tests, and correlation among MR, EM, and biochemistry data sets were determined with standard PC based software (Microsoft Excel 7.0 and 97).


    RESULTS
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

Resulting values for the content of intramyocellular lipid determined by 1H-MRS, EM, and biochemical assays are summarized in Table 1.

                              
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Table 1.   Summary statistics for data determined by 1H-MRS, electron microscopy, and biochemical analysis in original units and converted to millimoles per kilogram wet weight

IMCL content measured by 1H-MRS in 10 subjects varied over a wide range (Fig. 4). Mean values observed in the voxel positioned at the biopsy site exceeded the ones measured in the proximal voxel by 15% (paired t-test, P = 0.003). The IMCL values determined for the two locations were highly correlated (r = 0.979, slope = 0.943 ± 0.065, P < 0.001; intercept = -0.221 ± 0.180, P = 0.25). The highest IMCL value obtained in a cross-country runner (orienteering) exceeded the lowest one found in a cyclist (triathlon) by a factor of nearly 13. All of the four athletes involved in orienteering reached IMCL values in excess of 2.5 mmol/kg wet wt, whereas the IMCL content in tibialis anterior muscle of the other three trained subjects was not markedly different from that of the three untrained persons (individual values not shown). IMCL of the athlete investigated on two different occasions was 3.25 mmol/kg wet wt after a full week of abstinence from training but only 1.75 mmol/kg wet wt at 48 h after exhaustive exercise.


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Fig. 4.   Comparison of IMCL values determined in voxel 1 (site of needle biopsy) and voxel 2 [typical location used in magnetic resonance spectroscopy (MRS) studies (2, 4)]. black-lozenge , Trained athletes, diamond , untrained subjects. Dotted line, line of identity. A linear regression (solid line) reveals a correlation coefficient of 0.979, with a highly significant slope of 0.94 and an intercept that is not significantly different from the origin (-0.22 ± 0.18). ww, Wet weight.

Determination of IMCL content with EM morphometry yielded values between 0.17 and 1.06% (ml/100 ml). The highest volume density for intramyocellular lipid was detected in the same athlete involved in orienteering who was already mentioned above. His value exceeded that of an untrained subject by a factor of 6. The rather low lipid volume density of 0.25% of the athlete examined 48 h after competition increased to 0.61% when he had abstained from training for 1 wk. There was a systematic difference between the values measured by the two EM observers (Fig. 5). Nevertheless, the correlation of the individual data was very good (r = 0.921, slope of 0.772 ± 0.109, P < 0.001; intercept of -0.062 ± 0.065, P = 0.36). EM morphometry revealed differences in mitochondrial volume density, which was nearly doubled in tibialis anterior muscle of one of the orienteers, compared with the lowest value found in one of the untrained subjects.


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Fig. 5.   Comparison of values for volume density of IMCL [Vv(lit,f)] from electron microscopic (EM) morphometry determined by observers 1 and 2. black-lozenge , Trained athletes, diamond , untrained subjects. Dotted line, line of identity. A linear regression (solid line) reveals a correlation coefficient of 0.921, with a highly significant slope of 0.77 ± 0.11 (P < 0.001) and an intercept that is not significantly different from the origin (-0.06 ± 0.07).

Biochemical analysis yielded a low variability in the triglyceride content of duplicate specimens taken from one and the same individual (r = 0.885, P = 0.0015). Interindividual values varied over a wide range, but, in contrast to 1H-MRS and morphometry, there was no indication that this spread was influenced by the training status of the subjects. Biochemically determined triglyceride content in tibialis anterior muscle of the athlete undergoing a biopsy 48 h and 1 wk after exhaustive exercise was not markedly different in the two samples (9.35 and 10.15 mmol/kg dry wt, respectively). Triglyceride content was also analyzed in the subject whose sample did not contain muscle tissue but almost only lipid droplets, and the value in this sample was as high as 245 mmol/kg dry wt. For obvious reasons, this value was excluded from further data processing.

Correlations of the IMCL values determined by the three different methods are displayed in Fig. 6 and evaluated numerically in Table 2. While 1H-MRS and morphometry showed a high and significant level of agreement (r = 0.93, P < 0.001), the correlations of biochemical analysis with the other two methods were much weaker (r = 0.41 and 0.47) and statistically not significant (Table 2). IMCL repletion in the athlete investigated 48 h and 1 wk after exhaustive exercise could nicely be documented by both 1H-MRS and morphometry but not by the biochemical approach. Moreover, it should be noted that two out of the three highest triglyceride concentrations measured in the biochemical assay originated from two untrained female subjects (open symbols in Fig. 6), a fact that was confirmed neither by 1H-MRS nor by EM morphometry.


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Fig. 6.   Correlation of results for IMCL content as obtained from 3 different methods. black-lozenge , Trained athletes, diamond , untrained subjects. Values of the 1 subject examined 48 h and 1 wk after exhaustive exercise are connected by a dotted line. For results from regression analysis, see Table 2. A: 1H-MRS vs. EM morphometry (r = 0.934). B: 1H-MRS vs. biochemical analysis (r = 0.413). C: EM morphometry vs. biochemical analysis (r = 0.475).


                              
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Table 2.   Correlation statistics for IMCL data determined by 1H-MRS, electron microscopy, and biochemical analysis after conversion to common units of millimoles per kilogram wet weight (see Table 1)


    DISCUSSION
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

Intramyocellular lipid stores in tibialis anterior muscle of trained and untrained subjects have been quantitated by three different techniques: 1H-MRS, EM morphometry of biopsy samples, and biochemical assays of biopsy samples. The noninvasive method of 1H-MRS could be validated by showing that it produces quantitative tissue contents that scale linearly with those obtained by EM morphometry. Biochemical assays of biopsy samples yielded lipid contents that correlated only weakly with those obtained by the other two methods.

When the subjects for the study were selected and the time points for MRS and muscle biopsy were defined, it was attempted to obtain largely different individual IMCL contents to increase the correlation range. This objective was fulfilled, because large variations in IMCL levels could be demonstrated with all three methods under investigation (Table 1). Conversion of the average values determined by 1H-MRS, EM morphometry, and the biochemical assay of freeze-dried samples to common units resulted in IMCL concentrations of 2.4 ± 1.6, 4.4 ± 3.1, and 4.9 ± 3.4 mmol/kg wet wt of muscle tissue, respectively.

In our hands, EM morphometry has been used previously in many studies to measure intramyocellular lipid content successfully. It had been found that it differs according to training status (15, 16), muscle fiber types (17), and diet (Vogt M, Puntschart A, Howald H, Mueller B, Mannhart C, Gfeller-Tuescher L, Mullis P, and Hoppeler H, unpublished observations) and that it decreases as a result of long-lasting muscle work (24, 30, 38). The method depends on an invasive biopsy technique, sophisticated fixation, and sectioning routines for EM, as well as time-consuming analysis of micrographs by point counting. Interobserver comparison in the present study showed that absolute volume contents of IMCL, as determined by EM morphometry, are operator dependent. The good correlation between the results of the two observers, however, indicates that relative IMCL contents can be obtained very accurately and reproducibly by a single observer. Thus elaborated sampling techniques for muscle tissue and clear-cut instructions for identification of lipid deposits in electron micrographs do not completely exclude variation in the measurement of volume densities performed by different observers. Beside observer bias, such differing results may also, in part, be due to uneven distribution of muscle fiber types in the small tissue blocks selected for sectioning.

Tibialis anterior muscle had been chosen because it is the location that has been studied most extensively by 1H-MRS because of the parallel orientation of the muscle fibers and extramuscular lipid sources. However, EM morphometry data for tibialis anterior muscle are not available in the literature. The values measured for volume density of both mitochondria and intracellular lipid in the present study are ~30% lower than those obtained in vastus lateralis muscle of untrained and trained subjects in several earlier experiments (15-17). The highest volume density for intramyocellular lipid was observed in one of the orienteers, but his level of 1.06% was still well below the averages of 2.09 and 1.30% found in vastus lateralis muscle of athletes specialized for marathon and ultramarathon distances, respectively, investigated in earlier studies (24, 30, 38).

The classic biochemical assay was less sensitive in differentiating IMCL from EMCL than both 1H-MRS and EM morphometry. Although freeze-dried muscle biopsy samples were carefully cleaned from visible fat, contamination with triglycerides stemming from adipocytes located between muscle fiber bundles may have taken place. An example of EMCL located in a small cluster of intercellular adipocytes is displayed in Fig. 7. Assuming a 0.5% volume density of intracellular lipid and a fiber diameter of 50 µm, the volume of triglycerides contained in just the largest of the five fat cells shown in Fig. 7 would be equivalent to the volume of IMCL droplets from ~800 muscle fibers. Thus it becomes clear why biochemical determination of IMCL must lead to a large variability and to conflicting results with respect to the role of IMCL for energy production during exercise (18, 25, 26, 44).


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Fig. 7.   Light microscopic semithin section of muscle fibers stained with toluidin blue. Magnification, ×610. A cluster of 5 adipocytes of different size (black color) is embedded between 2 muscle fiber bundles, representing an EMCL deposit.

1H-MRS has recently been used by different authors to measure IMCL content of human tibialis anterior muscle (2, 4, 6, 9, 10, 19, 28, 31, 32). This newly developed approach has the advantage of being observer independent and noninvasive, allowing for frequent investigations in the course of depletion and repletion of IMCL as a consequence of exercise. It has been shown that the reproducibility of 1H-MRS-determined IMCL levels can be as low as 6% (4). The present investigation shows that measured IMCL values can differ systematically if determined in separate locations within the same muscle (slope 0.943 in Fig. 4), meaning that voxel positioning has to be carefully standardized in longitudinal studies. For the time being, the disadvantage of the method is that reliable results can only be guaranteed for a limited number of muscles in subjects who are not too obese. The costs per measurement are not negligible but are probably less than what a full cost analysis would yield for a muscle biopsy with follow-up biochemical or EM analysis. The 1H-MRS method has already been applied successfully in a number of studies looking into the kinetics of IMCL utilization during, and in recovery from, exercise (4, 7, 9, 10, 28, 31).

The high IMCL concentrations found in the muscle of the four subjects involved in orienteering point to a specific recruiting pattern of tibialis anterior muscle in this particular sport. Competitive cross-country running under difficult ground conditions means heavy stress for stabilization of the ankle and strenuous activation of tibialis anterior muscle for foot dorsiflexion lasting as long as 1-2 h of time. The delayed repletion of intracellular lipid stores described for a marathon run (38) was confirmed by the present observation in one of the subjects, whose IMCL measured by either 1H-MRS or morphometry had not recovered 48 h after an orienteering competition but came back to the levels observed in the other trained subjects after 1 wk of complete abstinence from training.

Pair-wise comparison of 1H-MRS, morphometry, and biochemically determined IMCL levels shows a strong correlation between 1H-MRS and morphometry (r = 0.934), however, not for MRS and biochemical assay (r = 0.413) or for morphometry and biochemistry (r = 0.475). The very strong correlation between MRS and morphometry does not exclude a systematic yet highly linear deviation of the two methods (1H-MRS = 0.467 × morphometry + 0.367). The two methods obviously describe the concentration of the same substance, but either the amount of IMCL is systematically overestimated by morphometry, or it is underestimated by 1H-MRS, or both. As long as studies are made with the same method, which is typically the case, such an over- or underestimation will not lead to wrong conclusions. However, as soon as results are compared with literature values or as soon as absolute values are used for the calculation of energy expenditure, this discrepancy has to be considered. Up to now, it is not clear which of the methods is closer to the true values. Nevertheless, there are mechanisms that could explain both effects.

The most trivial explanation would be a clerical error or mistake in the quantitation procedure of the 1H-MR spectra (2). However, there are several indicators that this can be excluded. 1) IMCL levels are quantified by the signal of the unsuppressed water signal from the same volume. If the same procedure is used for the splitted (27) creatine-CH3 signal of the resting muscle, it results in a creatine concentration of ~30 mmol/kg wet wt, a value that is very close to literature values (5, 19). 2) The report of Hwang et al. (19) leads to an IMCL concentration of 1.6 ± 0.9 mmol/kg wet wt for the tibialis anterior muscle in mainly sedentary volunteers. In comparison, Fig. 4 shows that the IMCL concentration of the three sedentary volunteers after weak exercise was 1.33 ± 0.24 mmol/kg wet wt in voxel 1. The 1H-MRS-determined average IMCL concentration in this voxel for all volunteers (2.42 mmol/kg wet wt, Table 1) is even higher than that in the report of Hwang et al. 3) Our laboratory's own report on IMCL concentrations in a marathon runner (2) yielded resting IMCL levels of ~4-6 mmol/kg wet wt for the tibialis anterior muscle and 6-12 mmol/kg wet wt for quadriceps muscles. These values point to the higher IMCL levels in trained individuals and the higher values in the quadriceps muscles. Because these values were obtained with the same quantitation procedure, clerical errors in the present study are very unlikely.

Hence 1H-MRS values reported in this study are consistent with literature and with other parameters that can be determined from the spectrum. In addition, morphometry and 1H-MRS show a very high correlation. This leads to the conclusion that the remaining discrepancy between morphometry and 1H-MRS has a systematic and highly reproducible reason. One of the likely explanations could be a borderline around IMCL droplets as seen in EM. This thin line surrounding typical lipid droplets most probably corresponds to a membrane monolayer of phospholipids and a specific protein termed adipophilin enwrapping the hydrophobic core of neutral lipids (46). These membranes would lead to an overestimation of the morphological data, because nonlipid molecules contribute to and enlarge the droplets. 1H-MRS, on the other hand, does not observe immobilized and rigid molecules when common sequences, as used in the present study (PRESS TE 20 ms), are employed. The short T2 relaxation time of lipids that are partially immobilized by the adjacent membrane could lead to signal reduction and, subsequently, to a proportional underestimation of IMCL levels. Future experiments will be necessary to clarify these questions.

Conclusion. It has been shown that morphometry and 1H-MRS reveal a very high agreement about IMCL levels, however, with a proportional factor between them. Biochemical analysis, on the other hand, did not correlate well with either morphometry or 1H-MRS. In addition, biochemical analysis could not show obvious changes in an athlete before and after recovery, differences that have been clearly depicted by 1H-MRS and morphometry. However, whereas MRS and morphometry can be used without correction for time series and comparison of different volunteers, the constant discrepancy between these two methods needs to be clarified for comparison with literature values and calorimetric calculations.

In conclusion, 1H-MRS offers a noninvasive method for the determination of IMCL levels, in particular the opportunity to study time series of IMCL levels.


    ACKNOWLEDGEMENTS

We thank the subjects volunteering for this study for participation and collaboration. The contributions of Eva Wagner, Fraenzi Graber, and Barbara Krieger for electron microscopy procedures and photographic artwork are highly appreciated.


    FOOTNOTES

This project was supported by Swiss National Research Foundation Grants 3100-042162 and 3100-053788 (to C. Boesch) and by the Swiss Sports School Magglingen.

Address for reprint requests and other correspondence: H. Hoppeler, Dept. of Anatomy, Univ. of Bern, Bühlstrasse 26, CH-3012 Bern, Switzerland (E-mail: hoppeler{at}ana.unibe.ch).

The costs of publication of this article were defrayed in part by the payment of page charges. The article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

10.1152/japplphysiol.01174.2001

Received 28 November 2001; accepted in final form 23 January 2002.


    REFERENCES
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

1.   Bergman, BC, Butterfield GE, Wolfel EE, Casazza GA, Lopaschuk GD, and Brooks GA. Evaluation of exercise and training on muscle lipid metabolism. Am J Physiol Endocrinol Metab 276: E106-E117, 1999[Abstract/Free Full Text].

2.   Boesch, C, Decombaz J, Slotboom J, and Kreis R. Observation of intramyocellular lipids by means of 1H-magnetic resonance spectroscopy. Proc Nutr Soc 58: 841-850, 1999[Web of Science][Medline].

3.   Boesch, C, and Kreis R. Imaging and spectroscopy of muscle. In: Methods in Biomedical Magnetic Resonance Imaging and Spectroscopy (Encyclopedia of Nuclear Magnetic Resonance), edited by Young IR, Grant DM, and Harris RK.. Chichester, UK: Wiley, 2000, p. 1307-1316.

4.   Boesch, C, Slotboom H, Hoppeler H, and Kreis R. In vivo determination of intra-myocellular lipids in human muscle by means of localized 1H-MR-spectroscopy. Magn Reson Med 37: 484-493, 1997[Web of Science][Medline].

5.   Bottomley, PA, Lee Y, and Weiss RG. Total creatine in muscle: imaging and quantification with proton MR spectroscopy. Radiology 204: 403-410, 1997[Abstract/Free Full Text].

6.   Brechtel, K, Dahl DB, Machann J, Bachmann OP, Wenzel I, Maier T, Claussen CD, Haring HU, Jacob S, and Schick F. Fast elevation of the intramyocellular lipid content in the presence of circulating free fatty acids and hyperinsulinemia: a dynamic 1H-MRS study. Magn Reson Med 45: 179-183, 2001[Web of Science][Medline].

7.   Brechtel, K, Niess AM, Machann J, Rett K, Schick F, Claussen CD, Dickhuth HH, Haering HU, and Jacob S. Utilisation of intramyocellular lipids (IMCLs) during exercise as assessed by proton magnetic resonance spectroscopy (1H-MRS). Horm Metab Res 33: 63-66, 2001[Web of Science][Medline].

8.   Chernick, SS. Determination of glycerol in acyl glycerols. In: Methods in Enzymology. Lipids, edited by Lowenstein JM.. New York: Academic, 1969, vol. XIV, p. 627-630.

9.   Decombaz, J, Fleith M, Hoppeler H, Kreis R, and Boesch C. Effect of diet on the replenishment of intramyocellular lipids after exercise. Eur J Nutr 39: 244-247, 2000[Web of Science][Medline].

10.   Decombaz, J, Schmitt B, Ith M, Decarli B, Diem P, Kreis R, Hoppeler H, and Boesch C. Post-exercise fat intake repletes intramyocellular lipids, but no faster in trained than in sedentary subjects. Am J Physiol Regulatory Integrative Comp Physiol 281: R760-R769, 2001[Abstract/Free Full Text].

11.   Essen, B, Hagenfeldt L, and Kaijser L. Utilization of blood-borne and intramuscular substrates during continuous and intermittent exercise in man. J Physiol (Lond) 265: 489-506, 1977[Abstract/Free Full Text].

12.   Folch, J, Lees M, and Sloane Stanley GH. A simple method for the isolation and purification of total lipids from animal tissues. J Biol Chem 226: 497-509, 1957[Free Full Text].

13.   Gorski, J. Muscle triglyceride metabolism during exercise. Can J Physiol Pharmacol 70: 123-131, 1992[Web of Science][Medline].

14.   Holloszy, JO, Kohrt WM, and Hansen PA. The regulation of carbohydrate and fat metabolism during and after exercise. Front Biosci 3: D1011-D1027, 1998[Medline].

15.   Hoppeler, H, Howald H, Conley K, Lindstedt SL, Claassen H, Vock P, and Weibel ER. Endurance training in humans: aerobic capacity and structure of skeletal muscle. J Appl Physiol 59: 320-327, 1985[Abstract/Free Full Text].

16.   Hoppeler, H, Lüthi P, Claassen H, Weibel ER, and Howald H. The ultrastructure of the normal human skeletal muscle. A morphometric analysis on untrained men, women, and well-trained orienteers. Pflügers Arch 344: 217-232, 1973[Web of Science][Medline].

17.   Howald, H, Hoppeler H, Claassen H, Mathieu O, and Straub R. Influences of endurance training on the ultrastructural composition of the different muscle fiber types in humans. Pflügers Arch 403: 369-376, 1985[Web of Science][Medline].

18.   Hurley, BF, Nemeth PM, Martin WH, Hagberg JM, Dalsky GP, and Holloszy JO. Muscle triglyceride utilization during exercise: effect of training. J Appl Physiol 60: 562-567, 1986[Abstract/Free Full Text].

19.   Hwang, JH, Pan JW, Heydari S, Hetherington HP, and Stein DT. Regional differences in intramyocellular lipids in humans observed by in vivo 1H-MR spectroscopic imaging. J Appl Physiol 90: 1267-1274, 2001[Abstract/Free Full Text].

20.   Jeukendrup, AE, Saris WHM, and Wagenmakers AJ. Fat metabolism during exercise: a review. Part I. Fatty acid mobilization and muscle metabolism. Int J Sports Med 19: 231-244, 1998[Web of Science][Medline].

21.   Jeukendrup, AE, Saris WHM, and Wagenmakers AJ. Fat metabolism during exercise: a review. Part II. Regulation of metabolism and the effects of training. Int J Sports Med 19: 293-302, 1998[Web of Science][Medline].

22.   Jeukendrup, AE, Sarkar SK, and Wagenmakers AJ. Fat metabolism during exercise: a review. Part III. Effects of nutritional interventions. Int J Sports Med 19: 371-379, 1998[Web of Science][Medline].

23.   Jue, T, Rothman DL, Shulman GI, Tavitian BA, DeFronzo RA, and Shulman RG. Direct observation of glycogen synthesis in human muscle with 13C NMR. Proc Natl Acad Sci USA 86: 4489-4491, 1989[Abstract/Free Full Text].

24.   Kayar, SR, Hoppeler H, Howald H, Claassen H, and Oberholzer F. Acute effects of endurance exercise on mitochondrial distribution and skeletal muscle morphology. Eur J Appl Physiol 54: 578-584, 1986.

25.   Kiens, B, Essen-Gustavsson B, Christensen NJ, and Saltin B. Skeletal muscle substrate utilization during submaximal exercise in man: effect of endurance training. J Physiol (Lond) 469: 459-478, 1993[Abstract/Free Full Text].

26.   Kiens, B, and Richter EA. Utilization of skeletal muscle triacylglycerol during postexercise recovery in humans. Am J Physiol Endocrinol Metab 275: E332-E337, 1998[Abstract/Free Full Text].

27.   Kreis, R, Koster M, Kamber M, Hoppeler H, and Boesch C. Peak assignment in localized 1H MR spectra of human muscle based on oral creatine supplementation. Magn Reson Med 37: 159-163, 1997[Web of Science][Medline].

28.   Krssak, M, Petersen KF, Bergeron R, Price T, Laurent D, Rothman DL, Roden M, and Shulman GI. Intramuscular glycogen and intramyocellular lipid utilization during prolonged exercise and recovery in man: a 13C and 1H nuclear magnetic resonance spectroscopy study. J Clin Endocrinol Metab 85: 748-754, 2000[Abstract/Free Full Text].

29.   Martin, WH. Effects of acute and chronic exercise on fat metabolism. Exerc Sport Sci Rev 24: 203-231, 1996[Medline].

30.   Oberholzer, F, Claassen H, Moesch H, and Howald H. Ultrastrukturelle, biochemische und energetische Analyse einer extremen Dauerleistung (100 km-Lauf). Schweiz Z Sportmed 2: 71-98, 1976.

31.   Rico-Sanz, J, Moosavi M, Thomas EL, McCarthy J, Coutts GA, Saeed N, and Bell JD. In vivo evaluation of the effects of continuous exercise on skeletal muscle triglycerides in trained humans. Lipids 35: 1313-1318, 2000[Web of Science][Medline].

32.   Rico-Sanz, J, Thomas EL, Jenkinson G, Mierisova S, Iles R, and Bell JD. Diversity in levels of intracellular total creatine and triglycerides in human skeletal muscles observed by 1H-MRS. J Appl Physiol 87: 2068-2072, 1999[Abstract/Free Full Text].

33.   Romijn, JA, Coyle EF, Sidossis LS, Gastaldelli A, Horowitz JF, Endert E, and Wolfe RR. Regulation of endogenous fat and carbohydrate metabolism in relation to exercise intensity and duration. Am J Physiol Endocrinol Metab 265: E380-E391, 1993[Abstract/Free Full Text].

34.   Schick, F, Eismann B, Jung WI, Bongers H, Bunse M, and Lutz O. Comparison of localized proton NMR signals of skeletal muscle and fat tissue in vivo: two lipid compartments in muscle tissue. Magn Reson Med 29: 158-167, 1993[Web of Science][Medline].

35.   Sjogaard, G, and Saltin B. Extra- and intracellular water spaces in muscles of man at rest and with dynamic exercise. Am J Physiol Regulatory Integrative Comp Physiol 243: R271-R280, 1982[Abstract/Free Full Text].

36.   Slotboom, J, Boesch C, and Kreis R. Versatile frequency domain fitting using time domain models and prior knowledge. Magn Reson Med 39: 899-911, 1998[Web of Science][Medline].

37.   Starling, RD, Trappe TA, Parcell AC, Kerr CG, Fink WJ, and Costill DL. Effects of diet on muscle triglyceride and endurance performance. J Appl Physiol 82: 1185-1189, 1997[Abstract/Free Full Text].

38.   Staron, RS, Hikida RR, Murray TF, Hagerman FC, and Hagerman MT. Lipid depletion and repletion in skeletal muscle following marathon. J Neurol Sci 94: 29-40, 1989[Web of Science][Medline].

39.   Szczepaniak, LS, Babcock EE, Schick F, Dobbins RL, Garg A, Burns DK, McGarry JD, and Stein DT. Measurement of intracellular triglyceride stores by H spectroscopy: validation in vivo. Am J Physiol Endocrinol Metab 276: E977-E989, 1999[Abstract/Free Full Text].

40.   Van der Vusse, GJ, and Reneman RS. Lipid metabolism in muscle. In: Handbook of Physiology. Exercise: Regulation and Integration of Multiple Systems. Bethesda, MD: Am. Physiol. Soc, 1996, sect. 12, chapt. 21, p. 952-994.

41.   Vock, R, Hoppeler H, Claassen H, Wu DXY, Weber JM, Taylor CR, and Weibel ER. Design of the oxygen and substrate pathways. VI. Structural basis of intracellular substrate supply to mitochondria in muscle cell. J Exp Biol 199: 1689-1697, 1996[Abstract].

42.   Vock, R, Weibel ER, Hoppeler H, Ordway GA, Weber JM, and Taylor CR. Design of the oxygen and substrate pathways. V. Structural basis of vascular substrate supply to muscle cells. J Exp Biol 199: 1675-1688, 1996[Abstract].

43.   Weibel, ER. Stereological Methods: Practical Methods for Biological Morphometry. London: Academic, 1979, vol. I.

44.   Wendling, PS, Peters SJ, Heigenhauser GJ, and Spriet LL. Variability of triacylglycerol content in human skeletal muscle biopsy samples. J Appl Physiol 81: 1150-1155, 1996[Abstract/Free Full Text].

45.   Wolfe, RR. Fat metabolism in exercise. Adv Exp Med Biol 441: 147-156, 1998[Web of Science][Medline].

46.   Zweytick, D, Athenstaedt K, and Daum G. Intracellular lipid particles of eukaryotic cells. Biochim Biophys Acta 1469: 101-120, 2000[Medline].


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