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Department of Endocrinology and Metabolic Diseases (F.R., A.M.P., J.AR.), Leiden University Medical Center, NL2333ZA Leiden, The Netherlands; Department of Statistics (D.M.K.), University of Virginia, Charlottesville, Virginia 22904; and Endocrine Research Unit (J.D.V.), Mayo Medical and Graduate Schools, Clinical Translational Research Center, Mayo Clinic, Rochester, Minnesota 55905
Address all correspondence and requests for reprints to: Ferdinand Roelfsema, Department of Endocrinology and Metabolism, Leiden University Medical Center, Albinusdreef 2, NL2333ZA Leiden, The Netherlands. E-mail: f.roelfsema{at}lumc.nl.
| Abstract |
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Objective: Our objective was to evaluate TSH secretion by thyrotropinomas with up-to-date analytical and mathematical tools.
Design: Twenty-four hour blood samplings at 10-min intervals in a clinical research laboratory in five patients with a thyrotropinoma and 10 healthy age- and gender-matched controls were performed. The obtained serum TSH profiles were analyzed with a new deconvolution method, approximate entropy, Cosinor analysis, and by quantification of spikiness.
Results: TSH burst frequency and basal secretion were increased in patients compared with controls. TSH secretion patterns in patients were more irregular than in controls, but the diurnal rhythm was preserved at a higher mean in all patients, although with a 2-h phase delay.
Conclusion: TSH secretion by thyrotropinomas shares many characteristics with other pituitary hormone-secreting adenomas.
| Introduction |
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By analogy with the results found in other pituitary adenomas, we hypothesized that thyrotropinomas would display a changed diurnal secretion pattern, increased basal release, increased pulsatility, and decreased regularity. To this end we analyzed the TSH profiles obtained in five patients with a thyrotropinoma with up-to date analytical tools and compared the outcome of these analyses with those obtained in 10 healthy age- and gender-matched controls that were investigated in a strictly comparable way.
| Patients and Methods |
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Five patients with central hyperthyroidism caused by a TSH-secreting adenoma were diagnosed during the last 10 yr in the Leiden University Medical Center. The diagnosis was based on an elevated serum free T4 (fT4) concentration in the presence of an inappropriate (elevated) serum TSH concentration, clinical signs of (mild) hyperthyroidism, and the presence of a pituitary adenoma on magnetic resonance imaging. The diagnosis was confirmed by positive immunostaining for TSH of the adenoma in two patients who underwent pituitary surgery because of associated acromegaly in one patients and optic chiasm compression in the other. Two patients responded favorably to octreotide treatment with improvement of clinical symptoms, normalization of the fT4 concentration, decrease in TSH concentration, and decrease in the size of the adenoma. The last patient refused any form of treatment, but T4 resistance was unlikely because of a normal genetic analysis of the β-receptor of T4. In addition, his two adult children were euthyroid, and they had normal serum fT4 and TSH concentrations. Clinical details of the patients are listed in Table 1
. Two elderly male patients had a slightly increased serum IGF-I concentration without distinct clinical signs and symptoms of acromegaly. There were 10 healthy nonobese controls (body mass index 18–25 kg/m2) of similar sex and age range enrolled in this study, after giving written acknowledgment of informed consent for participation. The female premenopausal controls were required to have a regular menstrual cycle and not use oral contraceptives. Subjects were studied in the early follicular phase of their menstrual cycle. Chronic disease, depression (present or in history), smoking, recent transmeridional flights, night-shift work, weight change (>3 kg in 3 months), and use of medication (except for the patients) were exclusion criteria. All control subjects had an unremarkable medical history, and no abnormalities were found during physical examination, standard laboratory hematology, and blood chemistry and urine tests.
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The protocol was approved by the Medical Ethics Committee of the Leiden University Medical Center (Leiden, The Netherlands). Subjects were admitted to the Clinical Research Unit of the Department of General Internal Medicine in the early follicular stage of their menstrual cycle. None of the patients used short-acting or depot formulations of somatostatin analogs before or during the blood sampling protocol. A cannula for blood sampling was inserted into an antecubital vein. The cannula was attached to a three-way stopcock and kept patent by a continuous saline infusion. Blood samples were taken at 10-min intervals for determination of plasma TSH concentrations. Subjects remained recumbent, except for bathroom visits. No daytime naps were allowed. Meals were served according to a fixed time schedule. Lights were switched off at 2300 h. Vital signs were recorded at regular time intervals, and great care was taken not to disturb the subjects while sampling blood during their sleep (no electroencephalography sleep recording was performed).
Assays
Samples were centrifuged at 4000 rotations/min at 4 C for 20 min, within 60 min of sampling. Subsequently, plasma was divided into separate aliquots and frozen at –80 C until assays were performed. Samples of each subject were determined in the same assay run. Plasma TSH concentrations were measured with a time-resolved immunofluorometric assay (Wallac, Turku, Finland), and its standard was calibrated against the World Health Organization second standard International Reference Preparation (80/558) human TSH for immunoassays. The limit of detection was 0.05 mU/liter, and the interassay coefficient of variation was less then 5%. fT4 was estimated using an automated system (Elecsys 2010; Roche Diagnostics Nederland BV, Almere, The Netherlands). T3 was measured with Abbott Axsym (Abbott Laboratories, Abbott Park, IL).
Calculations and statistics
Deconvolution
Earlier deconvolution methods in some cases yielded nonunique estimates of basal and pulsatile hormone secretion and elimination rates (12). To address this technical impasse, basal and pulsatile TSH secretion was estimated simultaneously by using a new maximum likelihood deconvolution methodology (13, 14, 15, 16). The methodology has been validated directly by analyses in the sheep and horse. The basic assumptions are that: 1) peaks in concentrations reflect the mass of hormone released in delimited secretory bursts; 2) the burst waveform (time course of instantaneous release rates) may be defined by a three-parameter generalized
-probability density; 3) combined diffusion, advection, and irreversible elimination may be represented via bi-exponential kinetics; and 4) parameter estimation is statistically conditioned on a priori estimates of pulse onset times obtained by an incremental smoothing algorithm, and then selected recursively on probabilistic grounds (17).
The Weibull renewal process is a class of random pulsing processes with variable mean frequency (
, number of pulses per 24 h) and interpulse-interval regularity (
, higher
than 1.0 denotes greater regularity than a Poisson process). Unlike the Poisson, the Weibull allows for a coefficient of variation of interburst intervals less than 100%, independently of mean frequency, thus mimicking physiological values of 20–60%.
Approximate entropy (ApEn) The ApEn statistic allows one to quantify the degree of regularity or reproducibility of subpatterns within time series. ApEn is a model-free, translation- and scale-invariant, asymptotically normally distributed statistic that distinguishes orderliness of data series of length 30 or more points. ApEn calibrates an extent of sequential interrelationships, quantifying a continuum that ranges from totally ordered to completely random. ApEn evaluates both dominant and subordinate patterns in data; notably, it will detect changes in underlying episodical behavior not reflected in peak occurrences or amplitudes. Technically, ApEn is defined as the summed logarithmic likelihood that templates (of length m) of patterns in the data that are similar (within r) remain similar (within the same tolerance r) on next (m + 1) incremental comparison. ApEn of any given time series is a single nonnegative number, with larger values corresponding to greater apparent process randomness or serial irregularity and smaller values corresponding to more instances of recognizable features or patterns in the data (18, 19). Direct empirical data show that ApEn detects unopposed feedback and decreased feedback (20).
Spikiness A subtle difference between secretory patterns between physiology and tumoral states can be acute sharp increases and decreases of serum concentrations of a hormone. We quantitated this aspect by a recently developed algorithm, which is the ratio of the SD of the first-differenced (incremental) series and the SD of the original series of serum hormone concentrations (21).
Diurnal rhythmicity Nyctohemeral variation of TSH concentrations was determined by a nonlinear unweighted least-squares cosine approximation, as reported earlier (22). Ninety-five percent statistical confidence intervals were determined for the 24-h cosine amplitude (50% of the zenith-nadir difference), mesor (rhythmic mean), and acrophase (clock time of maximal value).
Statistics
Data are presented as mean ± SEM, unless otherwise specified. The means of TSH concentration and secretion parameters of both groups were compared using the two-tailed independent Students t test after logarithmic transformation. Significance level was set at 0.05.
| Results |
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-parameter was not altered in patients compared with controls, pointing to the unchanged regularity of the distribution of the TSH pulses throughout the 24-h period.
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| Discussion |
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Increased pulsatility is a feature common to endocrine adenomas, including somatotropinomas, prolactinomas, and corticotropinomas, as displayed in Fig. 2
, and also hormone-secreting adrenal adenomas (9, 10, 11, 23, 24). The measurement of free
-subunit, if available, might be used to corroborate frequency acceleration in gonadotropinomas and thyrotropinomas. The diversity of tumor types suggests that the cause of increased pulsatility is probably not primarily mediated via signaling of the increased frequency of stimulatory peptides or neurotransmitters but, rather, is an intrinsic feature of the adenoma per se.
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indicated that frequent TSH pulses occur with normal variability in the length of interpulse intervals. Elevated Weibull
confirms the frequency increase. The other remarkable finding was the decreased regularity of secretory patterns as revealed by the increased ApEn. ApEn has been investigated in a variety of altered feed-forward and feedback states in healthy individuals, e.g. by studying the somatotropic axis in healthy subjects during GHRH or GH-releasing peptide-2 infusions and pegvisomant administration (25, 26, 27). Increased stimulation of the somatotrope by these peptides is accompanied by decreased regularity (increased ApEn), whereas decreased IGF-I feedback by blocking the GH signal with the GH-receptor blocking drug, pegvisomant, also leads to increased disorderliness of GH secretion. Thus, these studies have indicated that ApEn reflects the strength of feed-forward and feedback signaling of the studied system (20, 28). In contrast, endocrine tumors are generally not regulated by increased stimuli (with exceptions such as GHRH-secreting carcinoid tumors, or ectopic CRH-producing tumors), although diminished feedback may be present, such as observed in corticotropinomas (glucocorticoids), somatotropinoma (IGF-I), and parathyroid adenomas (calcium), which could favor irregular secretion. In addition, increased ApEn might also reflect the disorganized secretion from the tumor per se because other hormone-secreting pituitary tumors also exhibit disorderly secretion (Fig. 2One of our patients had a very active acromegalic syndrome as well. Interestingly, this patient had the lowest basal and total TSH secretion of the patient group, which might indicate that increased central somatostatin tonus also modulates TSH secretion, but obviously this observation should be confirmed in more patients.
Recent histological studies of the pituitary gland have revealed that GH-secreting cells form a large-scale network. This functional three-dimensional GH network consists of cells linked with focal adherent junctions and shows robustness across the life span despite reversible plasticity of the architecture, e.g. at puberty when GH secretion is amplified (29). Such a network can produce rapid and synchronized hormone pulses in response to physiological needs. The altered functional organization in TSH -adenoma could explain disorganized TSH secretion, as here observed with increased ApEn as well as increased spikiness, in concert with the increased burst frequency.
All our patients had a significant diurnal TSH rhythm with a mean phase delay of 2 h. Only few serum profiles have been previously reported in patients with a TSH-secreting adenoma. Samuels et al. (30) described a female patient with a TSH-secreting tumor, who showed pulsatile TSH secretion monitored by 15-min sampling for 24 h, but with an absent diurnal variation. Two other male patients were sampled at 2-h intervals. One showed a clear diurnal rhythm with a significant phase delay, as observed here, whereas the other patient had no clear rhythm (31). Finally, a male patient was described with no apparent TSH rhythm, but the rhythm was restored during treatment with bromocriptine and octreotide. Paradoxically, the mean 24-h TSH concentration increased during medical treatment (32). It should be pointed out that none of the serum TSH profiles was analyzed with currently accepted methods to confirm or reject the presence of a diurnal rhythm.
Although all patients with a TSH-secreting adenoma secrete excessive amounts of thyroid hormones, the mean TSH concentrations vary from normal to grossly elevated, in contrast with other hormone-secreting pituitary adenomas, e.g. somatotropinomas and corticotropinomas. This observation has been explained by the increased biological activity of TSH by changed glycosylation of the TSH molecule (33). Relatively intact feedback at the pituitary level cannot be excluded, although it was not studied in detail. Indeed, in our case series, only one patient had an increased mean TSH concentration, although the other patients should have had suppressed TSH levels under elevated T4 feedback. Thus, in variance with other hormone-secreting tumors, we could only establish an increased basal TSH secretion, but not pulsatile or total secretion, in the present study. It should also be noted that changed glycosylation can change hormone clearance. However, in the face of the unchanged half-life of TSH, we have no evidence yet for this notion in this limited patient cohort.
A limitation of the study is that we could only investigate patients with TSH concentrations mostly within the normal but physiologically inappropriate range. Therefore, the present conclusions cannot be extrapolated to patients with much higher TSH levels. A prediction is that such patients would also exhibit increased TSH secretory burst size.
In summary, TSH secretion by thyrotropinomas is characterized by increased pulse frequency with normal variability, enhanced nonpulsatile release, and phase resetting of the diurnal rhythm. We hypothesize that the changed secretory characteristics are caused by histological and cellular alterations of the tumoral network of thyrotrophic cells.
| Footnotes |
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First Published Online August 5, 2008
Abbreviations: ApEn, Approximate entropy; fT4, free T4.
Received May 27, 2008.
Accepted July 24, 2008.
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