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Department of Pediatrics, University of Parma (L.G., A.V., M.Z., S.B.), 43100 Parma, Italy; and Aretaieion Hospital, Athens University Medical School (G.M., I.I.), 11528 Athens, Greece
Address all correspondence and requests for reprints to: Dr. Lucia Ghizzoni, Department of Pediatrics, University of Parma, Via Gramsci 14, 43100 Parma, Italy. E-mail: lucia.ghizzoni{at}.unipr.it.
| Abstract |
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| Introduction |
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Ghrelin, like GH, is secreted in a pulsatile fashion in rats (10). In this animal model, plasma ghrelin and GH levels were not strictly correlated, and cross-approximate entropy (cross-ApEn) did not show a synchronism between these two parameters (11). Recently, ghrelin, administered either centrally or peripherally to rats, was shown to exert potent time-dependent stimulation of spontaneous pulsatile GH secretion and to be a functional antagonist of somatostatin (SMS) at the pituitary level (12). No data on the relationship of ghrelin and GH in humans are currently available. The aim of this study was to investigate the interactions between ghrelin and GH under physiological and pathological conditions to search for concordance or discordance between the two hormones. For this reason, we evaluated the 24-h spontaneous secretion of ghrelin and GH and performed a cross-correlation analysis between the two hormone profiles in short normal prepubertal children and in patients with GH neurosecretory dysfunction (GHNSD). This latter condition refers to slowly growing short children with normal GH response to provocative tests, but impaired spontaneous daily GH secretion due to altered control of somatotroph secretion by neurotransmitters (13, 14, 15). In the same children, the orderliness of GH and ghrelin secretion was assessed by estimating the ApEn (16, 17, 18) of each hormone, and the orderliness of interaction in secretion between the two hormones was determined by analyzing the cross-ApEn (16, 17, 18).
| Subjects and Methods |
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This study was approved by the clinical research committee of the Department of Pediatrics at University of Parma (Parma, Italy), and informed consent was obtained from the childrens parents. For ethical reasons, a 24-h pulsatility study could not be performed in normal children; therefore, 10 prepubertal children (five males and five females) with familial short stature and normal GH response to pharmacological stimuli (>10 µg/liter), defined as short normals, and five prepubertal children with GHNSD were selected for the study. Patients with GHNSD had peak GH levels greater than 10 µg/liter and 24-h integrated concentrations of GH of 3.2 µg/liter or less. Plasma IGF-I levels were within normal levels in short normal children and were below normal levels in GHNSD patients. All subjects were born at term and had normal birth weight and blood thyroid, cortisol, and gonadotropin levels. No evidence of dysmorphic syndromes or psychosocial deprivation was present in any of the children studied, and none of them was taking any medication. Their clinical characteristics are summarized in Table 1
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At 1000 h, after an overnight fast, an indwelling nonthrombogenic catheter was inserted into an antecubital vein and connected to a portable constant withdrawal pump, according to the method of Kowarski et al. (19). The rate of withdrawal was 4 ml/h, and blood collection tubes were changed every 30 min for 24 h. During this time, children were encouraged to engage in normal activity. Times of meals and sleep were not purposefully recorded, because although these times are relatively fixed in the hospitals, children rarely comply with both hospital diet and sleep times. Blood samples for measurements of ghrelin and GH concentrations were kept at 4 C and centrifuged within 12 h. After centrifugation, serum was stored at 80 C until assayed. Bone age was determined by the method of Greulich and Pyle (20).
Hormone assays
Commercial kits were used for the measurement of serum GH (immunoradiometric assay; Nichols Institute Diagnostics, San Juan Capistrano, CA), and ghrelin (RIA; Phoenix Pharmaceuticals, Belmont, CA). Mean intra- and interassay coefficients of variation were, respectively, 7.8% and 12.4% for ghrelin, and 3.3% and 5.1% for GH.
Statistical analysis
Values are reported as the mean ± SEM unless otherwise stated. A test for normality was performed on all data. Statistical significance was determined by the Wilcoxon signed rank test or the Wilcoxon rank-sum test, as appropriate. Linear association between two variables was analyzed by linear regression analysis before and after log transformation of the data. The latter was performed to normalize the distribution of the data. The level of significance was set at P < 0.05.
Pulse analysis
The Pulsar program (21) was used to quantitate the pulse properties of GH and ghrelin time series objectively, as previously described (22, 23). Samples were analyzed for 24- and 12-h serum hormone concentrations, area under the curve above baseline (AUCb), area under the curve above zero line (AUCo), number of significant pulses, mean pulse height, mean pulse amplitude, mean pulse area, mean pulse length, and mean interpulse interval. The cut-off parameters G15 were set at 5, 3, 2, 1.5, and 1 times the intraassay SD as criteria for accepting peaks 1, 2, 3, 4, and 5 points wide, respectively. The smoothing time was set at half the total profile time, that is, 12 h (24 points) and 24 h (48 points) for the 12- and 24-h profiles, respectively. Because no sexual dimorphism was revealed by the analysis of ghrelin pulsatile secretion in prepubertal children, to achieve stronger statistical power, the raw data from male and female children were pooled, and pulse and statistical analyses were performed on the pooled data.
Time-series analyses
To search for a time-ordered relationship between GH and ghrelin, we staggered and correlated the arithmetic (raw data) and smoothed (by the moving average technique) values of the concentration-time series of ghrelin with those of GH. Cross-correlation analysis between GH and ghrelin was computed at 30-min time lags, covering the 24-h study period, as previously described (24, 25). Although more frequent sampling or a prolonged sampling period would have increased the power of the cross-correlation analysis, the frequency and time of the sampling period were selected to limit inconvenience to the patients.
In the moving average technique used for smoothing the time series values, each element of the series was replaced by the simple average of five adjacent elements, where 5 is the width of the smoothing window. The general purpose of the smoothing technique is to reveal the major patterns or trends in a time series while deemphasizing minor fluctuations (random noise). All of these mathematical analyses were performed using Statistica software for the Windows operating system (26).
ApEn analysis
The serial data were evaluated by ApEn and cross-ApEn algorithms using empirical statistics based on Monte Carlo procedure 1 (16, 17, 18). We set the input parameters of m (length vector) at 1 and r (tolerance factor of the datasets) at 20% SD of the individuals time series. ApEn and cross-ApEn results are indicators of hormonal secretion disorderliness and synchronicity, respectively; thus, the higher the regularity of secretion and the synchronicity between two variables, the lower ApEn and cross-ApEn values. Comparisons of ApEn and cross-ApEn were made using an unpaired t test.
| Results |
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Twenty-four-hour, daytime (10002200 h), and nighttime (22001000 h) mean, mean AUCb, AUCo, peak characteristics (height, amplitude, area, and length), interpeak interval, and number of peak ghrelin values (± SEM) of short normal children and GHNSD patients are reported in Table 2
. Because no differences between males and females were detected, data from the two groups were pooled and analyzed together. Most of the 24-h parameters examined were significantly lower in GHNSD patients than in short normal children, except for the number, frequency, and length of pulses and the interpulse interval. Nocturnal AUCo, peak height, and mean GH concentration were significantly higher than the corresponding daytime values in both groups of children studied. No differences in the daytime parameters of hormone secretion were detected between the two groups. In contrast, nocturnal AUCo, peak height, and mean GH concentrations were significantly lower in GHNSD patients than in short normal children.
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Twenty-four-hour, daytime (10002200 h), and nighttime (22001000 h) mean, mean AUCb, AUCo, peak characteristics (height, amplitude, area, and length), interpeak interval, and number of peak ghrelin values (± SEM) of short normal children and GHNSD patients are reported in Table 3
. Because no differences between males and females were detected, data from the two groups were pooled and analyzed together. All 24-h and daytime parameters examined were not different between the two groups. In short normal children, AUCo and mean ghrelin values were significantly higher at night than during the day, whereas in GHNSD patients, AUCb and peak area significantly increased at night compared with daytime values. Nighttime AUCb, peak height, and mean ghrelin values and number of hormone peaks were significantly higher in GHNSD patients than in short normal children. The remaining 12-h nighttime parameters examined were not significantly different between the two groups. Times of meal consummation and sleep initiation were not recorded. However, ghrelin levels 30 min before and 0, 30, and 60 min after the time when trays were brought to the patients rooms were compared, and no statistically significant differences were found among the values (12 h, 304.2 pg/ml; 1230 h, 254.4 pg/ml; 1300 h, 311.9; 1330 h, 287.4; 1800 h, 249.2 pg/ml; 1830 h, 255.8 pg/ml; 1900 h, 242.2 pg/ml; 1930 h, 283.1 pg/ml).
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The relationships between daytime, nighttime, and 24-h parameters of ghrelin and GH secretion and chronological and bone ages, height SD score (SDS), height velocity SDS, and body mass index SDS were evaluated using linear regression analysis. No significant relationship was found between the auxological variables and any of the daytime, nighttime, and 24-h ghrelin secretory parameters in either short normal children or GHNSD patients. A positive correlation was observed between height SDS of short normal children and mean 24-h GH secretion, 24-h GH AUCb, and nighttime GH peak length. No significant relationship was found between the auxological parameters of GHNSD patients and any of the daytime, nighttime, and 24-h GH secretory parameters.
Analyses of ghrelin and GH 24-h time-series in short normal children
Cross-correlation analysis of the raw values.
The mean coefficient of correlation for each time point of the 24-h raw values of the two hormones submitted to cross-correlation analysis is given in Fig. 2A
. There is a strongly significant positive correlation over time between ghrelin and GH, peaking at a 1.5 h lag time, with GH leading ghrelin. There is also a negative correlation over time, peaking at a 4 h lag time, with ghrelin leading GH.
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Analyses of ghrelin and GH 24-h time-series in GHNSD patients
Cross-correlation analysis of the raw values.
The mean coefficient of correlation for each time point of the 24-h raw values of the two hormones submitted to cross-correlation analysis is shown in Fig. 3A
. There is a significant positive correlation over time between ghrelin and GH, peaking at a 7 h lag time, with GH leading ghrelin. There is also, a significant negative correlation over time, with ghrelin leading GH, peaking at a 7 h lag time.
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ApEn and cross-ApEn analyses
The regularity of ghrelin secretion was similar in the two groups of children studied, whereas GH secretion was quantitatively more irregular in GHNSD patients than in short normal children, as indicated by ApEn (Table 4
). Cross-ApEn analysis revealed that ghrelin-GH secretory patterns of short normal children were more synchronized than those of GHNSD patients (Table 4
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| Discussion |
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A pulsatile ghrelin secretion with an ultradian rhythmicity was previously shown in rats (10). In humans, a pulsatile pattern of ghrelin secretion was asserted, although not statistically substantiated (8, 27, 28). In the present study the evidence of ghrelin pulses was assessed objectively and was confirmed in both groups of children studied together with a nocturnal rise in hormone levels. In accordance with previous studies (29, 30), no gender difference in spontaneous ghrelin secretion was detected in either short normal children or GHNSD patients. The absence of sexual dimorphism in plasma ghrelin concentrations was recently reported in a population of adult male and female subjects of different ages (31). In that study, ghrelin levels were not different among premenopausal and postmenopausal women taking hormone replacement therapy, indicating that ghrelin levels are not physiologically regulated by estrogen in women (31). However, in another study, ghrelin levels were shown to be higher in women in the late follicular stage than in men, suggesting a primary role of gonadal hormones in determining the sexual dimorphism in serum ghrelin concentrations (8). Recently, changes in ghrelin from prepuberty to puberty were reported, with hormone levels falling with increasing age and with no differences between males and females (30), indicating that in childhood and adolescence, gonadal steroids do not exert a positive effect on ghrelin secretion.
The parallelism of ghrelin and GH dynamics hints at a potential relevance of endogenous ghrelin as a promoter of GH release. Studies in patients with genetic GHRH hormone resistance (32, 33) indicate that factors other than GHRH contribute to the pulsatile and diurnal patterns of GH secretion in men, and ghrelin was proposed as a candidate for driving the enhanced nocturnal GH secretion. Although the results in short normal children seem to agree with the latter hypothesis, those in GHNSD are against it. In the GHNSD group, in fact, despite the greater nighttime elevation of ghrelin levels compared with that in short normal children, GH levels were lower, suggesting that ghrelin is not a compelling candidate for generating the nighttime increase in GH secretion, but it might be regulated, in turn, by GH. The low nocturnal GH secretion in the presence of high ghrelin levels in GHNSD indicates that GH might exert feedback on ghrelin secretion, as recently described in rats, in which the presence of a stomach-ghrelin-pituitary axis was hypothesized based on the responsiveness of ghrelin to changes in systemic GH levels (34).
Correlation analysis demonstrated that GH and ghrelin correlated to each other over time in both a positive and a negative fashion. When cross-correlation analysis was performed between 24-h GH and ghrelin raw and smoothed values, the highest positive correlation was observed when GH values preceded ghrelin values with 1.5 and 0 h lag times for raw and smoothed values, respectively, in short normal children and 7 h in GHNSD patients, with GH leading ghrelin. This positive correlation between GH and ghrelin might reflect the effect of SMS on GH and ghrelin secretion. The pulsatile pattern of GH secretion is due to the interplay of GHRH-induced GH pulses modulated by prevailing SMS tone and rapid SMS oscillations (35). Thus, the occurrence of a GH pulse is preceded by low SMS levels. Because SMS was shown to suppress ghrelin levels (12, 36), the low SMS concentrations preceding GH pulses might explain the high ghrelin levels coinciding with a GH pulse and vice versa, as indicated by the 0 h lag time between smoothed values of GH and ghrelin in short normal children. The longer lag time observed in GHNSD patients compared with short normal children denotes a weaker significance of the mathematical correlation between the spontaneous secretion of the two hormones, which is presumably explained by the alterations of the GH interplay with the different neurotransmitters and/or neurohormones (i.e. SMS) in GHNSD patients.
There was also a negative correlation between GH and ghrelin raw and smoothed values at lag times of 4.5 and 7 h for short normal children and GHNSD patients, respectively, with ghrelin leading GH. This means that in both groups a burst of ghrelin is followed by a nadir in GH levels at these time intervals and vice versa. The inverse relationship between ghrelin and GH might again reflect the effects of SMS on ghrelin and vice versa. Continuous ghrelin treatment was reported to increase SMS mRNA expression in the periventricular nuclei of moderately GH-deficient rats (37). In humans, acute ghrelin administration showed a stimulating effect of the hormone on peripheral SMS levels (38). Conversely, in healthy subjects, the administration of either SMS (36) or octreotide (8) was shown to suppress the plasma ghrelin concentration. Thus, a complex interactive loop may be active under physiological conditions underlying the inverse correlation between ghrelin and GH detected in both short normal children and GHNSD patients. Again, the longer lag time observed in GHNSD patients compared with short normal children denotes a distinct shape of the line of correlation between these two hormones, suggesting once more that in GHNSD patients the interplay of GH with the different neurotransmitters is altered. This is in agreement with the recently shown reduction in GHNSD children of the GH releasable pool evaluated by the provocative and potent combined GHRH and arginine test (14). These findings together with those reported herein suggest that altered control of the hypothalamic GHRH-secreting neurons by neurotransmitters and neuropeptides may be a plausible cause of impaired GH secretion in GHNSD patients.
The observed differences in GH ApEn between patients with GHNSD and short normal children reflect a more disorderly secretion of GH in the former compared with the latter. The absence of a significant difference in ghrelin ApEn between the two groups of children indicates that ghrelin is not directly involved with GH secretion. Therefore, the differences in ghrelin-GH cross-ApEn between the two groups may presumably be attributed to the more disorderly GH ApEn secretion detected in GHNSD children.
Although the results obtained from short normal children are likely to reflect normal physiology, an as yet unknown alteration of hormones in familial short stature might also contribute to the described hormone relationships.
In conclusion, the results of the present study indicate that ghrelin is secreted in a pulsatile fashion with diurnal variation in both prepubertal short normal children and patients with GHNSD. Ghrelin levels were similar in males and females and were not correlated with the auxological parameters in either group examined. The greater nighttime elevation of ghrelin levels detected in GHNSD patients compared with short normal children accompanied by lower GH levels suggest that ghrelin is not a compelling candidate for generating the nighttime increase in GH secretion. Although the parallelism of ghrelin and GH dynamics hints at a potential relevance of endogenous ghrelin as a promoter of GH release, our data do not support this hypothesis. We suggest that the interactions of ghrelin and GH are the result of the SMS action. SMS inhibits GH secretion not only by a direct effect on the pituitary and by inhibiting hypothalamic GHRH, but also through the suppression of ghrelin release.
| Footnotes |
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Received February 13, 2004.
Accepted August 12, 2004.
| References |
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