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Department of Medicine (R.N., L.S.F., J.L., S.S.P., M.C.O., B.D.G., M.O.T.), Division of Endocrinology and Metabolism, and Departments of Pharmacology (M.L.J., P.V.) and Chemistry (C.E.P., H.M.G.), University of Virginia, Charlottesville, Virginia 22908
Address all correspondence and requests for reprints to: Dr. Michael O. Thorner, Department of Medicine, University of Virginia, Box 801411, Charlottesville, Virginia 22908. E-mail: mot{at}virginia.edu.
| Abstract |
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Design: Blood was sampled every 10 min for 26.5 h during a fed admission with standardized meals and also during the final 24 h of a 61.5-h fast. GH secretion profiles were derived from deconvolution of 10-min sampling data, and full-length acyl-ghrelin levels were measured using a newly developed two-site sandwich assay.
Setting: The study was conducted at a university hospital general clinical research center.
Participants: Participants included eight men with mean (± SD) age 24.5 ± 3.7 yr (body mass index 24 ± 2.1 kg/m2).
Results: Correlations were computed between amplitudes of individual GH secretory events and the average acyl-ghrelin concentration in the 60-min interval preceding each GH burst. In the fed state, the peak correlations were positive for all subjects and significantly higher than in the fasting state when acyl-ghrelin levels declined [mean (± SEM): 0.7 (0.04) vs. 0.29 (0.08), P = 0.017]. In addition, long-term fasting was associated with an increase in the GH secretory pulse mass and amplitude but not frequency [fed vs. fasting pulse mass: 0.22 (0.05) vs. 0.44 (0.06) µg/liter, P = 0.002; amplitude: 5.2 (1.3) vs. 11.8 (1.9) µg/liter/min, P = 0.034; pulses per 24 h: 19.4 (0.5) vs. 22.0 (1.4), P = 0.1].
Conclusion: Our data support the hypothesis that under normal conditions in subjects given regular meals endogenous acyl-ghrelin acts to increase the amplitude of GH pulses.
| Introduction |
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Studies to determine the effects of endogenous ghrelin on the control of GH have yielded conflicting results: a relationship between GH and ghrelin (10); no relationship (11); or a relationship under certain conditions or times of the day such as fasting or during the night (12). These inconsistent findings may be due, at least in part, to differences in study design and methodology. With the exception of one study by Avram et al. (11), none of the reported research has distinguished between acyl- and des-acyl ghrelin. The only data using deconvolution analysis to study the relationship between ghrelin (total) and GH were published by Misra et al. (13) in healthy adolescents and adolescent girls with anorexia nervosa. Other studies analyzed circulating GH concentrations instead of secretion events (10, 12).
To test the hypothesis that acyl-ghrelin amplifies GH secretion, a novel mathematical approach was used (14). In eight healthy young men fed standardized meals, the individual GH secretion pulses were determined from a 24-h time series by deconvolution (15). The amplitude of each GH secretory pulse was then compared with the average ghrelin concentration over a fixed time interval during and before each GH pulse. We chose a 60-min interval because serum GH levels peak 30–60 min after a ghrelin injection, which has been well documented (16, 17). Rather than comparing the entire GH and ghrelin concentration profiles, the method relates the amplitude of an individual GH pulse to the concentrations of acyl-ghrelin accompanying the development of this pulse. This approach has the advantage that it disregards those parts of the ghrelin profile during which there is no pulsatile GH secretory activity. Consequently, the method is suitable for analyzing endocrine relationships in which one of the hormones (ghrelin) is presumed to be an amplifier/modulator and not the sole regulator of the secretory activity of the second hormone (GH).
| Subjects and Methods |
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The study was approved by the institutional review boards of the University of Virginia and the General Clinical Research Center (GCRC), and all volunteers gave written informed consent before participating. Eight healthy men were recruited by advertisement. Mean (± SD) age was 24.5 ± 3.7 yr (range 18–28) and mean body mass index was 24 ± 2.1 kg/m2 (range 20.6–26.2). Strenuous daily exercise was restricted to less than 1 h per day. Screening included a medical history questionnaire, physical examination, and a fasting blood profile. Exclusion criteria included smoking, acute illness, or medications known to affect GH release.
Each subject underwent a fed and a fasting admission a minimum of 4 wk apart in random order. For the fed admission, volunteers were admitted for dinner and allowed to sleep after 2100 h. In the morning two forearm indwelling venous cannulae were placed at 0600 h, and blood sampling was performed every 10 min for 26.5 h, beginning at 0800 h. Standardized meals were served at 0800, 1300, and 1800 h and were consumed within 30 min with no snacks allowed. The calories supplied at each meal were calculated using the Harris-Benedict equation as 20% protein, 30% fat, and 50% carbohydrate. Sampling ended at 1030 h, 2.5 h after breakfast on the second day. On the fasted admission, after a standardized dinner, subjects fasted for a total of 61.5 h (except for water ad libitum). Sampling occurred during the last 24 h of the fast and continued for 2.5 h after the fast was ended with a standardized breakfast.
GH assay
Serum GH concentrations were measured in duplicate by fluoroimmunometric assay on an Immulite 2000 analyzer (Diagnostic Products Corp., Flanders, NJ). The assay sensitivity was 0.01 µg/liter, with an intraassay coefficient of variation (CV) of 3.4% at 2.4, 2.6% at 4.8, and 2.3% at 12 µg/liter; the interassay CV was 3.8% at 2.5, 3.5% at 5.0, and 3.3% at 12.6 µg/liter. Data collection and quality control validation were performed by the GCRC Core Laboratory.
Acyl-ghrelin sample collection
Blood (1.3 ml) was added to chilled 3-ml EDTA Vacutainer tubes preloaded with 4-[2-aminoethyl benzene] sulfonylfluoride (Alexis Biochemicals, San Diego, CA) (4 mM final concentration) and stored on ice. The blood was centrifuged for 10 min at 2000 x g at 4 C within 1 h of collection, the plasma was separated, and 0.5 ml plasma was acidified with 100 µl of 1 N HCl; samples were stored at –20 C until assay.
Sandwich assay
Plasma acyl-ghrelin was measured with an in-house two-site sandwich ELISA specific for full-length acyl-ghrelin (18). The assay sensitivity was 6.7 pg/ml, with an intraassay CV of 9.2% at 30, 12.7% at 100, and 16.8% at 300 pg/ml: the interassay CV was 17.8% at 50 pg/ml. All samples from a specific subject admission (160 time points) were run together in duplicate in a single 384-well plate.
Data analysis
GH secretion parameters were determined according to deconvolution analysis (15). The specific algorithm used was the recently introduced, automated multiparameter deconvolution analysis (AutoDecon: algorithm developed by a coauthor of this paper, Michael L. Johnson; available online at http://mljohnson.pharm.virginia.edu/home.html), which allows simultaneous determination of quantitative properties of underlying secretory bursts (including burst amplitudes and timings), endogenous hormone half-life, and a subject-specific basal hormone secretion (19). AutoDecon is maximally assumption free, using rigorous statistical tests to define secretion events. It includes a parameter-fitting module, which performs weighted nonlinear least-squares parameter estimation, an insertion module, which establishes the location of presumed secretion events, and a triage module, which removes nonsignificant events.
The relationship between acyl-ghrelin and GH secretion was estimated in accordance with the method recently presented by Farhy et al. (14).
The method relates the amplitude of an individual GH pulse to the concentrations of acyl-ghrelin preceding or accompanying the development of this pulse. Thereby it disregards parts of the ghrelin profile not related to pulsatile GH activity. It also does not take into account the relative changes in ghrelin (or lack of changes) preceding the GH pulses by considering only average ghrelin concentration levels. Specifically, for each subject the following was performed. First, the amplitudes a1, a2, ... and the corresponding timing t1, t2, ... of the GH pulses were determined by deconvolution (Fig. 1
, top panel). For a given (ti) and lag (
) of 0, 10, ... min, the average ghrelin concentration (

) – 30, (ti –
) + 30] was calculated. This is illustrated in Fig. 1
),
= 0, 10, ..., and have heights equal to 
= 0, 10, ...). Finally (Fig. 1
), we computed the correlation between the log of the amplitudes of the GH pulses (log10a1, log10a2, ...) and the corresponding average acyl-ghrelin concentrations ( 
). Because LA is based on correlation, it has values between –1 and 1, and values close to 1 imply a stronger (positive) relationship. For each subject the LA was calculated at all lags (0, 10, ..., 120 min), which produced the sequence LAi (0), LAi (10), ..., LAi (120), where LAi(
) is the LA for subject no. i at a fixed lag =
. Next, for each subject we determined the maximum LA for lags
that are less than 1 h and the corresponding lag time when this maximum was achieved. Formally, if the subjects number was (i = 1, ..., 8), the maximal LA was computed according to the formula:
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from 0 to 120 min expressed by the function LAmean(
) = average [LA1(
), ..., LA8(
)],
= 0, 10, ..., 120.
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and tested whether LAmean was significantly positive in the 1-h period before the GH pulses (
[0.60]). The expectations were that LAmean would start from low values at lag = 120 and would increase the closer the chosen ghrelin interval gets to the GH secretion pulse and may reach a plateau somewhere in the middle. High individual LA and aggregated LAmean would imply the existence of a strong nonlinear relationship between GH pulses and previous acyl-ghrelin concentration consistent with a model in which acyl-ghrelin acts to amplify GH pulses. The lag
would estimate the apparent individual delay between acyl-ghrelin action and the observed effect on GH secretion. Statistical analysis
Unless otherwise stated, data were expressed as mean ± SEM, and statistical comparisons were performed using a Wilcoxon signed rank test. P < 0.05 was considered statistically significant. The Bonferroni type I error rate adjustment was used when multiple tests were conducted in the entire 1-h interval preceding the GH pulses.
| Results |
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Deconvolution analysis showed that the increase in mean GH levels observed with fasting is explained by an increase in mean GH burst mass and amplitude (fed vs. fasting burst mass 0.22 ± 0.05 vs. 0.44 ± 0.06 µg/liter; P = 0.002 and amplitude: 5.2 ± 1.3 vs. 11.8 ± 1.9 µg/liter /min; P = 0.034) but with no change in pulse frequency (fed vs. fasting: 19.4 ± 0.5 vs. 22.0 ± 1.4 pulses per 24 h; P = 0.1).
Relationship between acyl-ghrelin and GH
The average circulating acyl-ghrelin concentrations (on a linear scale) and GH concentrations (on a log scale) during the fed and fasting states are shown in Fig. 2
. When averaging across eight subjects, it is not possible to locate individual ghrelin and GH pulses and the relationships between them. However, the plots indicate a good coincidence between the two profiles in the fed state (Fig. 2A
), suggesting a nonlinear dose-response relationship between ghrelin concentration and GH secretion. In contrast, in the fasting state, acyl-ghrelin concentration was reduced by 58% (Fig. 2
B), GH levels were elevated, and there was no apparent relationship between GH and ghrelin.
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| Discussion |
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Ghrelin is a natural ligand for GHS-R and potently stimulates GH release when administered exogenously. Human studies of continuous 24-h infusion with GH-releasing peptide (20) showed that GH secretagogues increase GH pulse amplitude but not GH pulse frequency. Similar results have been shown with an orally active, long-acting GH secretagogue (MK-677) in humans (21), which also acts through the GHS-R. Animal studies by Zizzari et al. (22) using a GHS-R antagonist support our findings that endogenous acyl-ghrelin modifies circulating GH release during the fed state. Both sc and intracerebroventricular infusion of the rat GHS-R antagonist BIM-28163 did not alter the pulsatile pattern of GH secretion but lowered the GH pulse amplitude. In humans a GHS-R missense mutation, which impairs the constitutive activity of the GHS-R, is associated with short stature (23). Consistent with these results, GHS-R-null mice have lower IGF-I levels when compared with wild-type animals (24), and ghrelin-null mice also showed a tendency to lower IGF-I concentrations when compared with the control animals (25); however, this did not reach statistical significance. This body of data implies that endogenous ghrelin plays a role in GH regulation.
Several studies have investigated the relationship between ghrelin and GH. Muller et al. (12) showed that fasting induced a diurnal rhythm for total ghrelin similar to that observed in GH levels, but the diurnal rhythm was not present when subjects were tested under fed conditions. However, in their study blood samples were measured only every 8 h and their assay measured total ghrelin.
Koutkia et al. (10) used cross-approximate entropy analysis and found that there is a significant regularity in cosecretion between ghrelin and GH in the fasted state. However, this was found only during nighttime and blood was sampled only every 20 min.
Espelund et al. (26) as well as Norrelund (27) and Natalucci et al. (28) did not find a correlation between ghrelin and GH under fasting conditions. Misra et al. (13), using deconvolution analysis for GH and total ghrelin in healthy adolescents and adolescents with anorexia, found that fasting ghrelin is an independent predictor of basal GH secretion and GH secretory burst frequency. Blood samples were measured overnight for 12 h (2000–0800 h) every 30 min.
All the above-mentioned studies have measured total ghrelin and did not distinguish between acyl-ghrelin, des-acyl ghrelin, and inactive fragments. Avram et al. (11) used an acyl-ghrelin RIA, but did not observe any relationship with GH under fed or fasting conditions. Their different results may relate to protocol differences, a less specific single-site ghrelin assay, and less stringent precautions to preserve ghrelin acylation. Furthermore, their study population included men and women and they used the Cluster program rather than deconvolution analysis.
Previous studies from our group had found an increased number of GH pulses in the pattern of enhanced GH secretion seen on fasting when compared with the fed state (29, 30). It was speculated that this could be due to a limitation of the GH assays available at that time because many samples in the fed admission had undetectable levels. Some of these old GH RIAs had a sensitivity of only 0.5 µg/liter. The GH assay used in this study has a sensitivity of 0.01 µg/liter. To illustrate the importance of GH assay sensitivity, we point out that almost 50% of all pulses detected in our study during the fed state (75 of 145) reflect circulating levels less than 0.5 µg/liter, indicating that a great deal of biology is occurring below this concentration. The increased sensitivity of the current two-site fluoroimmunometric GH assay and the improved mathematical methods now available have resulted in the finding of more, previously undetected, small pulses in the fed state. Thus (similar to the effects of GH secretagogues cited above), we now confirm previous speculations (30) that there is only an increase in GH pulse amplitude but no increase in the frequency of GH pulses during fasting.
In the fed state, our results reveal a clear nonlinear relationship between acyl-ghrelin and GH (Fig. 2A
); nonlinear relationships are common in endocrine regulatory systems (31, 32). Therefore, GH amplitudes were modified with a log transformation (to mimic the log scale presentation in Fig. 2
) and then were correlated with previous acyl-ghrelin levels. In all subjects the amplitudes of GH pulses were significantly positively correlated (P < 0.05) with the acyl-ghrelin levels during or within 1 h preceding these pulses, with a mean maximal LA of 0.7 (± 0.04). It is expected that for each subject the highest LA will be achieved with a lag that is specific for this individual, reflecting intersubject variability, and in fact, we observed a relatively high SEM of the average value of this parameter in both states (31.4 ± 8.8 min in the fed and 21.4 ± 8.8 min in the fasting state). Various factors may contribute to this variability, including mismatch between acyl-ghrelin increase and the timing of the GHRH pulses. In the fasting state, the LA was significantly positive only when the distance between previous mean ghrelin concentration, and the following GH pulse was less than 20 min, and the LA was significantly higher in the fed vs. the fasting state in the 1-h interval mentioned above (P < 0.05). Consequently, in the fed state, the significant relationship between the GH secretion peak and the mean circulating acyl-ghrelin levels support the hypothesis that in addition to somatostatin and GHRH, acyl-ghrelin modulates the regulation of GH secretion, leading to higher GH peaks. However, during fasting, which was accompanied by significant reduction in mean acyl-ghrelin concentration, we were not able to document a strong relationship between acyl-ghrelin and GH, suggesting that other factors dominate the control of GH release in this state.
This conclusion is also supported by studies showing that the increase in fasting GH levels is caused by a decrease in central somatostatin release (33, 34), which underlines our conclusion that GHRH and somatostatin are the main regulatory factors of the timing of GH release.
Our conclusions are also consistent with the hypothesis that the mechanism by which ghrelin amplifies GH is, at least partially, based on antagonizing somatostatin action both at the pituitary and in the central nervous system (35). Given this presumption, low ghrelin levels during fasting would not necessarily result in reduction of the GH concentration levels if the dominant suppressor of GH is withdrawn at this time.
Whereas a decrease in central somatostatin release might be responsible for the increase in fasting GH levels, a fasting-induced increase in free fatty acids could be responsible for the decrease in circulating acyl-ghrelin levels. Ho et al. (29) demonstrated that after 1 d of fasting, circulating β-hydroxybutyrate increases, and Gormsen et al. (36) showed that an acute increase in free fatty acid levels decreases circulating acyl-ghrelin levels.
The possibility that changes in des-acyl ghrelin could affect GH release is unlikely based on the findings of in vitro studies showing that des-acyl ghrelin is neither an agonist nor an antagonist for the GHS-R1a (37). In addition in vivo studies in humans (38) show that administration of des-acyl ghrelin has no impact on GH release, irrespective whether it was given alone or in combination with acyl-ghrelin.
Because our study was not interventional and the analysis is based on correlation, we cannot exclude the existence of one common or several separate factors that control both GH release and circulating ghrelin levels simultaneously. For example, Luque et al. (39) showed in a series of in vitro studies using primate pituitaries that glucocorticoids enhance GH release at the pituitary level. Glucocorticoids rise during fasting and have been shown to decrease circulating ghrelin levels (40). Therefore, a possible role for glucocorticoids as a common regulator of circulating ghrelin and GH during fasting cannot be excluded, even though the effects of glucocorticoids are stimulatory for GH acutely, but chronic elevation leads to suppression. On the other hand, the work by Zizzari et al. (22) using a GHS-R antagonist favors a direct modulatory role of circulating ghrelin on GH release as do studies with ghrelin mimetics (21).
Finally, based on our data, we cannot exclude the possibility that there is a negative feedback loop between GH and circulating ghrelin levels. However, the current literature on this subject is controversial (41), and our findings from previous animal studies, together with findings of others, do not support the existence of such a negative feedback loop (36, 42, 43).
The relationship between acyl-ghrelin, which increases food intake, and GH found during the fed state would be beneficial to man because the anabolic changes induced by GH require the presence of adequate nutrition. During long-term fasting, the role of GH is thought to preserve protein by partitioning metabolic fuels (29). The protein-sparing effect of GH is likely to be augmented by the decrease in fasting acyl-ghrelin levels, which would otherwise counteract the lipolytic effects of GH.
Conclusions
Whereas previous studies have attempted to correlate circulating GH levels with circulating total or acyl-ghrelin levels measured by single-site ELISA or RIA, this study is unique in that a specific two-site sandwich assay was used to measure full-length acyl-ghrelin in carefully preserved samples. In addition, we correlated acyl-ghrelin levels with the amplitudes of the proximal GH secretory peaks derived from deconvolution analysis, not simply with the total circulating GH levels. With this advanced methodology (including the use of a highly sensitive GH assay), a significant relationship between the GH secretion peak amplitudes and the mean circulating acyl-ghrelin levels during the fed condition in healthy young men was observed. These results support the hypothesis that in addition to somatostatin and GHRH, ghrelin plays a role in the regulation of GH secretion, leading, in particular, to higher GH peaks before times of food intake.
| Acknowledgments |
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| Footnotes |
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Disclosure Statement: The authors have declared that no conflicts of interest exist, although M.O.T. reports that he is a paid consultant for Novo Nordisk and Tercica.
First Published Online March 11, 2008
1 R.N. and L.S.F. participated equally in this work. ![]()
Abbreviations:
, Lag; CV, coefficient of variation; GCRC, General Clinical Research Center; GHS-R, GH secretagogue receptor; LA, level of amplification; t, time.
Received October 4, 2007.
Accepted March 3, 2008.
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