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Department of Endocrinology (T.L.N., C.H., K.W., K.B., M.A.), Odense University Hospital, 5250 Odense SV, Denmark; Norwegian Quality Improvement of Primary Care Laboratories (P.H.P.), Division for General Practice, University of Bergen, 5020 Bergen, Norway; Hormone Laboratory (E.H.), Aker University Hospital, 0514 Oslo, Norway; and Department of Informatics and Mathematical Modeling (R.L.), Technical University of Denmark, Copenhagen, 2800 Kongens Lyngby, Denmark
Address all correspondence and requests for reprints to: Torben Leo Nielsen, Dyrupgardvaenget 76, 5250 Odense SV, Denmark. E-mail: Torben{at}dsa-net.dk.
| Abstract |
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Objective: The aim of this study was to investigate the role of visceral adipose tissue and sc adipose tissue on circulating sex hormones and the impact of obesity on sex hormone reference intervals.
Design, Setting, and Participants: Population-based study of 783 Danish 20- to 29-yr-old men was performed using dual-energy x-ray absorptiometry in all men and magnetic resonance imaging in 406 men.
Main Outcome Measures: Total, bioavailable, and free testosterone, dihydrotestosterone (DHT), total and bioavailable estradiol, SHBG, and LH were measured.
Results: In multiple regressions, visceral adipose tissue was an independent, inverse correlate of bioavailable and free testosterone. Subcutaneous adipose tissue correlated negatively with SHBG and positively with bioavailable estradiol adjusted for total testosterone. Both visceral adipose tissue and sc adipose tissue correlated inversely with total testosterone and DHT. Adjusting for SHBG, only visceral adipose tissue remained significantly correlated. Low total testosterone in viscerally obese men was not accompanied by increased LH. The androgen reference intervals were significantly displaced toward lower limits in obese vs. nonobese men (total testosterone: 8.529.3 vs. 12.537.6 nmol/liter; bioavailable testosterone: 6.116.9 vs. 7.620.7 nmol/liter; free testosterone: 0.230.67 vs. 0.290.78 nmol/liter; and DHT: 0.632.5 vs. 0.853.2 nmol/liter), whereas total estradiol (36.5166 pmol/liter) and bioavailable estradiol (23.4120 pmol/liter) reference intervals were not. In obese men, 22.9% had total testosterone less than 12.5 nmol/liter.
Conclusions: Visceral adipose tissues correlate independently with bioavailable and free testosterone in young men. The inverse relationship between total testosterone and sc adipose tissue seems to be accounted for by variations in SHBG. The reference intervals for total testosterone, bioavailable testosterone, free testosterone, and DHT are displaced toward lower limits in obese men.
| Introduction |
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The diagnosis of androgen deficiency is uncomplicated in severe cases, but reference intervals are necessary due to unspecific symptoms (12) and the growing use of androgen replacement therapy (13). Reference intervals may lack statistical power and can be biased due to: 1) unintentional inclusion of hypogonadal subjects, which can be limited by testicular examination and a medical history focusing on testicular, pituitary, and chronic diseases (14), medication (15, 16, 17, 18, 19), excessive alcohol intake (20), and anabolic steroid abuse; 2) failure to recruit a population-based sample not mirroring the general population; 3) inappropriate timing of blood sampling; and 4) use of inaccurate testosterone assays. Commercially available direct immunoassays for assessment of total testosterone are widely used, but these assays suffer from a lack of accuracy (21, 22, 23, 24). An impact of obesity on androgen reference intervals has not been reported, but the increasing prevalence of obesity and the variation in prevalence between regions may contribute to different reference intervals.
We examined a population-based cohort of 783 Caucasian males, aged 2029 yr, to investigate the impact of obesity on reference intervals for serum total testosterone, bioavailable testosterone, free testosterone, androstenedione (
4AD), dihydrotestosterone (DHT), estradiol (E2), and bioavailable E2. In addition, we addressed the following questions: 1) Are free testosterone, bioavailable testosterone,
4AD, DHT, E2, and bioavailable E2 related with adiposity in young men?; 2) Are variations in sex hormones primarily attributable to central fat mass (CFM)?; 3) If so, are sc adipose tissue, visceral adipose tissue, or both involved?; and 4) Does LH correlate with specific types of adipose tissues?
| Subjects and Methods |
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The Odense Androgen Study is a population-based study of 783 Caucasian men aged 2029 yr, living in Funen County, Denmark. The study population is described in detail elsewhere (25). In brief, questionnaires were mailed to 3000 men, randomly drawn from the Danish Central Personal Registry (Fig. 1
). The 2042 respondents were invited, of whom 784 were included. One man dropped out. A medical history of hospitalization, chronic disease, medication, alcohol intake, and anabolic steroid abuse was obtained by questionnaire, interview, and from electronic hospital records. A systematic physical examination was performed, including testicular volume estimation using an orchidometer. Waist circumference (WC) was measured between the iliac crest and lower ribs during expiration. A cutoff of 102 cm was used to define obesity (26). Body mass index (BMI) was computed from body weight and height, and a BMI
30 kg/m2 was used as a second definition of obesity. The intraobserver coefficients of variation (CVs) for BMI and WC were 1.2 and 1.7%, respectively. The 783 men matched the county population regarding BMI, chronic disease, medication, physical activity, tobacco exposure, and sociodemography (25). The examinations started in March 2002 and terminated in May 2003. The local Ethic Review Board approved the study (No. 20010198), which was conducted according to the Declaration of Helsinki.
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We attempted to select a young, male reference population at low risk for secondary androgen deficiency (n = 685) by ruling out subjects meeting the following prespecified criteria: history of bilateral cryptorchidism or congenital hydrocele, small testes (both < 9 ml), chronic disease, average alcohol intake 6 U/d or greater, anabolic steroid abuse, hypogonadotropism (serum LH < 1.0 U/liter), and subclinical hypothyroidism (serum TSH > 6.0 mU/liter). Chronic disease was subdivided into no medication or continuous systemic medication, including high doses of inhaled corticosteroids (budesonide
800 µg/d and fluticasone
1000 µg/d). The rule out was performed before sex hormone assessments. The low-risk reference population was partitioned into obese and nonobese men.
Biological within-subject variation
The biological within-subject variation was determined for all serum measurements in 20 men participating twice within 36 wk. Their serum samples were analyzed in the same assay. Considering the analytical variation (CVINTRAASSAY), the biological within-subject variation (CVBIOLOGIC) was derived from the total within-subject variation (CVTOTAL-WITHIN) by the formula: (CVBIOLOGIC)2 = (CVTOTAL-WITHIN)2 (CVINTRAASSAY)2.
Biochemistry
Fasting, venous blood drawn between 0800 and 1000 h was centrifuged, and serum aliquots were stored at 80 C. Total testosterone,
4AD, and DHT were measured using an in-house RIA (27, 28) using extraction and chromatography (intraassay CVs: 8.2, 9.4, and 9.1%; interassay CVs: 13.8, 11.4, and 11.0%; CVBIOLOGIC: 15.8, 11.9, and 12.1%, respectively). The accuracy of the total testosterone assay is continuously monitored in an external quality assessment program (German Society of Clinical Chemistry). The mean bias estimated from 20 independent control samples was +5.4% [95% confidence interval (CI) +1.2 to +9.7%]. E2 was measured using an in-house RIA (27, 28) after extraction and chromatography (intraassay, interassay, and CVBIOLOGIC: 7.4, 10.5, and 16.8%, respectively). In 48 men, E2 assessments below the limit of detection (40 pmol/liter) were substituted by values 1 U below the detection limit (29, 30).
SHBG was measured by an immunoluminometric assay (Immulite 2000; DPC, Los Angeles, CA; intraassay, interassay, and CVBIOLOGIC: 3.0, 5.0, and 8.8%, respectively) and albumin by the bromine-cresol-green method (Roche/Hitachi-917; Roche Diagnostics, Indianapolis, IN; intraassay, interassay, and CVBIOLOGIC: 0.7, 2.0, and 2.6%, respectively). LH and TSH were assessed by immunofluorometric assays (DELFIA, Wallac, Finland). Intraassay, interassay, and CVBIOLOGIC were 5, 6, 26.4%, and 3.0, 5.0, 27.9%, respectively.
Bioavailable testosterone (BT), free testosterone (FT), and bioavailable E2 (BE2) were calculated from validated formulas (31):
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The association constants were: kSHBG: 1.0 · 109 liter/mol, kalbumin: 3.6 · 104 liter/mol (32). Bioavailable E2 was calculated substituting total testosterone (TT), FT, and BT in the formulas with E2, free E2, and bioavailable E2 and association constants for kSHBG,E2 of 0.68 · 109 liter/mol and kalbumin,E2 of 6.0 · 104 liter/mol (33).
Clinical and paraclinical fat parameters
CFM and lower extremity fat mass (LEFM) were measured by dual-energy x-ray absorptiometry (DXA) using a Hologic4500A densitometer (Waltham, MA). The CVTOTAL-WITHIN for CFM and LEFM between two scans were 5.8 and 4.0%, respectively. Magnetic resonance imaging (MRI) was performed in the first 406 consecutively included subjects with an open, low-field (0.2 Tesla) MR unit (Magnetom Open Viva; Siemens AG, Erlangen, Germany). Three abdominal slices (10-mm thick, 20-mm apart, lower slice at the dorsal, intervertebral space of L4/L5) were recorded using an axial, T1-weighted gradient-echo sequence (repetition time: 450 msec, echo time: 15 msec, acquisition matrix: 512 x 288, field of view: 400 mm). A bias correction algorithm was developed to ensure uniform pixel intensities of adipose tissue throughout all images (34). After subtraction of perivertebral and bone marrow fat, the area of total abdominal adipose tissue was assessed from bimodal histograms discriminating between adipose and nonadipose tissue (Adobe Photoshop 7.0; Adobe Systems, Inc., San Jose, CA). The visceral compartment was demarcated, and the visceral adipose tissue area was quantified. Subcutaneous adipose tissue was computed subtracting visceral adipose tissue from total abdominal adipose tissue. Finally, the areas of the three slices were integrated into volumes. The measurements were initiated when the intraobserver CV for visceral adipose tissue in repeated pilot determinations of 51 images was less than 10%. The intraobserver CVs for total abdominal adipose tissue, sc adipose tissue, and visceral adipose tissue were 3.4, 1.7, and 7.2%, respectively. The correlation coefficient between total abdominal adipose tissue and CFM was 0.964.
Data analysis
Natural logarithm transformations were performed to obtain Gaussian distributions of the serum parameters, and the DXA and MRI parameters. In bar charts, LEFM, CFM, visceral adipose tissue, and sc adipose tissue were categorized by means of SD scores (SDS): less than 1.0; 1.0, 0.5; 0.5, 0.0; 0.0, 0.5; 0.5, 1.0; and
1.0 (Table 1
). Linear regression analysis was used to test for univariate, linear trends between the SDS and hormonal concentrations in the low-risk reference population. The variation in androgen levels (dependent variables) in relation to LEFM vs. CFM was analyzed, including all men (except three anabolic steroid abusers) using multiple regression. These analyses were performed using continuous SDS with adjustment for chronic disease/medication and were repeated for sc adipose tissue vs. visceral adipose tissue. If both independents were significantly correlated with total testosterone, DHT, or E2, additional analyses were performed adjusting for SHBG.
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| Results |
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4AD are shown in Table 2
102 cm and BMI
30 kg/m2, the prevalence of obesity in the low-risk reference population was 10.2% (n = 70) and 8.0% (n = 55), respectively. The median WC and BMI in the 685 men was 88.0 cm (range 68.5131.0 cm) and 24.2 kg/m2 (range 16.039.8 kg/m2), respectively. Within the low-risk reference population, the distributions of all androgens (except
4AD) were significantly displaced to the left in obese men (WC
102 cm), while E2 and bioavailable E2 were not (Table 2
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LH increased linearly with increasing visceral adipose tissue (P = 0.004) when omitting the most viscerally obese men (Fig. 3
), and was significantly elevated in the group of men with the second largest visceral adipose tissue volumes compared with the leanest (P = 0.02) and to the utmost viscerally obese men (P = 0.006). There were no relations between LH and sc adipose tissue, CFM, or LEFM.
The study population was included over 1 yr: total testosterone and bioavailable testosterone were 1.7 and 1.0 nmol/liter higher from April-September vs. October-March (P < 0.01). Bioavailable testosterone declined by an average 0.17 nmol/liter/yr in these 20- to 29-yr-old men (P < 0.0001), whereas visceral adipose tissue and sc adipose tissue increased by 2.4 and 3.5 cm2/yr (mean of the three slices, P < 106 and P = 0.017, respectively). These findings did not change any relationships reported previously. The hour of blood sampling did not significantly influence the concentrations.
| Discussion |
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Our data obtained in relatively lean young men [BMI
35 kg/m2 (n = 6) and BMI
40 kg/m2 (none)] demonstrate that reduced bioavailable testosterone and free testosterone are not restricted to massively obese men. Thus, reduced total testosterone in obese men is not uniquely secondary to declines in SHBG levels. However, we did find that part of the decline in total testosterone could be accounted for by declining SHBG levels observed with increasing sc adipose tissue. This is in agreement with the study by Couillard et al. (1). In studies of 40- to 70-yr-old men (37, 38), testosterone as well as SHBG has been linked with the metabolic syndrome and excess visceral adipose tissue. The increase in visceral adipose tissue by age (1) may result in diverging relationships in younger vs. older cohorts. We demonstrated that this increase in visceral adipose tissue was highly significant and well under way from age 2029 yr. The positive correlations between CFM and the total testosterone adjusted measures of E2 and bioavailable E2 are anticipated signs of increased aromatase activity in obese men. The independent relationship between sc adipose tissue and bioavailable E2 adjusted for total testosterone is in line with previous findings (39). The lack of relationship with the unadjusted measures may be explained by reduced levels of substrate (testosterone) in the obese men and a lower aromatase activity in young compared with older men (39), in whom E2 increases with increasing adiposity (40, 41). Besides variations in substrate availability and aromatase activity, the decline in SHBG in obesity may also subject a higher proportion of non-SHBG bound androgens to metabolism. Schneider et al. (41) found an increased hormonal clearance of androgens to estrogens in obese men. However, the extraglandular formation of E2 by aromatization from total testosterone constitutes less than 1% (42) of the approximately 5- to 6-mg total testosterone produced daily by the testes in normal men. Therefore, it is less likely that increased metabolic clearance rates in the presence of normal production rates can account for the inverse relation between adiposity and androgen levels.
Our observation of increased LH and concomitant declines in total testosterone and bioavailable testosterone with increasing visceral adipose tissue may suggest an intact function of the hypothalamic-pituitary feedback system in response to declining Leydig cell function. The abrupt drop in LH levels in the most viscerally obese subjects may reflect a sudden incapacity of the pituitary to keep up its LH secretion. Our observation is in line with previous studies reporting an attenuation of LH pulse amplitude in severely obese men (2, 10). The identification of a possible link between visceral obesity and decreased LH levels would be a significant discovery. Free fatty acids have been linked with inhibition of another anterior pituitary hormone, GH (43, 44). The enrollment of more massively obese men could possibly have provided further evidence for a biphasic relationship, but the population-based design of the study opposed such a selection. At the other end, only three men were underweight (BMI < 18.5 kg/m2), so the parabolic relationship was not due to enrollment of underweight or anorectic subjects, in whom hypogonadotropic hypogonadism is common (45). In addition to attenuation of LH pulse amplitudes and aromatization of androgens to estrogens, Isidori et al. (46) have proposed that increased leptin levels in obese men may inhibit Leydig cell function.
Our partitioning of the reference population into obese and nonobese subjects produced significantly different reference intervals for total testosterone, bioavailable testosterone, free testosterone, and DHT. This has not been shown previously. We suggest that reference intervals for these androgens should be established in nonobese men because nearly one in every four obese men had total testosterone levels below the reference limit of nonobese men. However, the diagnosis of androgen deficiency in obese men necessitates additional measures of either free testosterone or bioavailable testosterone because only every second obese man with low total testosterone had bioavailable testosterone levels below the lower limit of bioavailable testosterone in nonobese men. This study is the first to present statistical reference intervals for total testosterone, bioavailable testosterone, free testosterone, and DHT in obese, but otherwise healthy, young men. We found that total testosterone, bioavailable testosterone, and free testosterone levels as low as 8.5, 6.1, and 0.23 nmol/liter, respectively, are within the statistically expected range in these men. These limits may be useful to discriminate between severely hypogonadal obese men and men with subnormal levels secondary to the obesity itself. A reversibility of the latter condition has been documented by Niskanen et al. (3), who showed that weight loss and subsequent long-term weight maintenance in obese men normalized hypogonadal total testosterone and bioavailable testosterone levels in 70 and 50%, respectively. However, obese men with low androgen levels may benefit from androgen replacement therapy because the relation between androgen levels and obesity is probably bidirectional (6, 47). Woodhouse et al. (6) found a linear relationship between adiposity and the dose of testosterone administered to young subjects who had their endogenous androgen production blocked. The subjects receiving the lowest dose experienced a drop in total testosterone from mid-normal to hypogonadal levels with a concomitant increase in total, central, and peripheral fat mass. A similar pattern was observed in a parallel study of older men (48). Moreover, testosterone and DHT inhibit the differentiation of mesenchymal pluripotent stem cells toward the adipogenic lineage and stimulate the commitment into the myogenic lineage via the androgen receptor. In the recently published clinical guidelines from The Endocrine Society (12), increased body fat is listed only among the less specific signs associated with androgen deficiency. So far, there is not sufficient evidence to support androgen replacement therapy in obese but otherwise asymptomatic men with low total testosterone.
Future studies combining clinical and paraclinical signs and symptoms of androgen deficiency with androgen measurements may evaluate whether the reference limits of obese men in our study are applicable as decision limits for androgen replacement therapy in obese men.
Of the ruled-out subjects, a high risk of low total testosterone was seen in men with small testes, the medically treated men, and in anabolic steroid abusers. The difference in androgen levels between medically treated and untreated chronic diseases may be explained by more serious disease in men requiring medication but may also be related to the treatment (15, 19, 49, 50, 51). The majority of the ruled-out groups had significantly decreased total testosterone, indicating that the rule-out procedure was reasonable, overall. The concept of establishing a reference interval in a "low risk" population has previously been used by Jorgensen et al. (52).
The assays used in this study were optimized to ensure complete dissociation of the sex hormones from binding proteins (by extraction) and to avoid cross reactivity with other steroids (by celite chromatography). To focus on the relation between androgen levels and adiposity, a young population with a narrow age interval was chosen to minimize the effects of age on androgen levels and binding proteins. Possible influences of comorbidity are limited in younger men, and efforts were taken to rule out conditions that could possibly influence both androgens and body composition (testicular pathology, chronic diseases, abuse of anabolic steroids, etc.). We have previously shown (25) that our cohort matched the background population of young Danish men. Several imaging techniques and anthropometric measures are used to study the apparent negative and positive metabolic consequences of CFM and LEFM, respectively (53, 54). We used DXA to measure CFM and LEFM, and found that reduced SHBG and androgen levels with increasing adiposity were attributable to CFM. When analyzed for independent relations with the fat types actually constituting the CFM, namely visceral adipose tissue and sc adipose tissue, we found that SHBG was related with sc adipose tissue, while bioavailable testosterone and free testosterone were related with visceral adipose tissue. Accordingly, assessment of CFM using DXA (and probably anthropometrics) is not necessarily valuable as a measure of visceral adiposity.
In conclusion, total testosterone, bioavailable testosterone, free testosterone, DHT, and SHBG decline linearly with increasing CFM in young men. Visceral adipose tissues independently account for the decline in bioavailable testosterone and free testosterone, while the decline in total testosterone and DHT with increased sc adipose tissue was secondary to decreased SHBG levels. E2 adjusted for total testosterone is increased with increasing CFM, but increased metabolic clearance can hardly explain the inverse relation between androgen levels and adiposity, which is possibly related with decreased secretion of androgens of either primary or secondary origin. The reference intervals for total testosterone, bioavailable testosterone, free testosterone, and DHT were displaced toward lower limits in obese men, suggesting that reference intervals for these androgens should be established in low-risk nonobese men.
| Footnotes |
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First Published Online April 10, 2007
Abbreviations:
4AD, Androstenedione; BMI, body mass index; CFM, central fat mass; CI, confidence interval; CV, coefficient of variation; DHT, dihydrotestosterone; DXA, dual-energy x-ray absorptiometry; E2, estradiol; LEFM, lower extremity fat mass; MRI, magnetic resonance imaging; SDS, SD score; WC, waist circumference.
Received August 22, 2006.
Accepted April 2, 2007.
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