Join the 200th Anniversary Celebration

Original Article

Identification of Late-Onset Hypogonadism in Middle-Aged and Elderly Men

Frederick C.W. Wu, M.D., Abdelouahid Tajar, Ph.D., Jennifer M. Beynon, M.B., Stephen R. Pye, M.Phil., Alan J. Silman, M.D., Joseph D. Finn, B.Sc., Terence W. O'Neill, M.D., Gyorgy Bartfai, M.D., Felipe F. Casanueva, M.D., Ph.D., Gianni Forti, M.D., Aleksander Giwercman, M.D., Ph.D., Thang S. Han, M.D., Ph.D., Krzysztof Kula, M.D., Ph.D., Michael E.J. Lean, M.D., Neil Pendleton, M.D., Margus Punab, M.D., Ph.D., Steven Boonen, M.D., Ph.D., Dirk Vanderschueren, M.D., Ph.D., Fernand Labrie, M.D., Ph.D., and Ilpo T. Huhtaniemi, M.D., Ph.D. for the EMAS Group

N Engl J Med 2010; 363:123-135July 8, 2010

Abstract

Background

The association between aging-related testosterone deficiency and late-onset hypogonadism in men remains a controversial concept. We sought evidence-based criteria for identifying late-onset hypogonadism in the general population on the basis of an association between symptoms and a low testosterone level.

Methods

We surveyed a random population sample of 3369 men between the ages of 40 and 79 years at eight European centers. Using questionnaires, we collected data with regard to the subjects' general, sexual, physical, and psychological health. Levels of total testosterone were measured in morning blood samples by mass spectrometry, and free testosterone levels were calculated with the use of Vermeulen's formula. Data were randomly split into separate training and validation sets for confirmatory analyses.

Results

In the training set, symptoms of poor morning erection, low sexual desire, erectile dysfunction, inability to perform vigorous activity, depression, and fatigue were significantly related to the testosterone level. Increased probabilities of the three sexual symptoms and limited physical vigor were discernible with decreased testosterone levels (ranges, 8.0 to 13.0 nmol per liter [2.3 to 3.7 ng per milliliter] for total testosterone and 160 to 280 pmol per liter [46 to 81 pg per milliliter] for free testosterone). However, only the three sexual symptoms had a syndromic association with decreased testosterone levels. An inverse relationship between an increasing number of sexual symptoms and a decreasing testosterone level was observed. These relationships were independently confirmed in the validation set, in which the strengths of the association between symptoms and low testosterone levels determined the minimum criteria necessary to identify late-onset hypogonadism.

Conclusions

Late-onset hypogonadism can be defined by the presence of at least three sexual symptoms associated with a total testosterone level of less than 11 nmol per liter (3.2 ng per milliliter) and a free testosterone level of less than 220 pmol per liter (64 pg per milliliter).

Media in This Article

Figure 1Probability of Symptoms on the Basis of Levels of Total Testosterone and Free Testosterone.
Figure 2Multiple Correspondence Analysis (MCA) Showing Associations between Symptoms and Levels of Total Testosterone and Free Testosterone in the Training and Validation Sets.
Article

The clinical importance of an age-related reduction in the testosterone level1-3 remains controversial.4,5 Because of the uncertainty regarding the nature of testosterone deficiency in aging men,6-9 recent guidelines have suggested that so-called late-onset hypogonadism be regarded as a clinical and biochemical state with advancing age, characterized by particular symptoms and a low level of serum testosterone.10,11 However, few data on hypogonadism in aging men are available4,8,12 because of the lack of evidence regarding the exact criteria for identifying testosterone deficiency in older men who do not have pathological hypogonadism.6,13 Although a familiar array of symptoms typify severe testosterone deficiency (total testosterone level, <6 to 8 nmol per liter [1.7 to 2.3 ng per milliliter]) in younger patients, symptoms in aging men are nonspecific and are mimicked by other prevalent disorders. The testosterone level below which symptoms of androgen deficiency emerge and adverse health outcomes ensue in older men remains unclear, and the use of arbitrary thresholds is not appropriate.11

We conducted a study in a general population of middle-aged and elderly men in order to characterize the clinical symptoms associated with a low testosterone level, to identify the thresholds of testosterone below which such symptoms become increasingly prevalent, and to define essential criteria for the syndrome of late-onset hypogonadism on the basis of the presence of symptoms associated with a low testosterone level.14

Methods

Study Population

We performed age-stratified, random sampling of men participating in the European Male Aging Study (EMAS) at eight European centers: Manchester, United Kingdom; Leuven, Belgium; Malmö, Sweden; Tartu, Estonia; Lodz, Poland; Szeged, Hungary; Florence, Italy; and Santiago de Compostela, Spain. Men between the ages of 40 and 79 years in population or primary care registers were invited to undergo health assessment by questionnaire, physical and cognitive performance tests, and blood tests for biochemical and hormone measurements. From a total of 8416 invitees, 3369 men (mean age, 59.7 years) were recruited without the use of specific exclusion criteria. The adjusted mean response rate at each center was 43% (range, 24 to 60). A detailed description of the study design, recruitment, and methods has been reported previously.14 Ethics approval for the study was obtained in accordance with local institutional requirements at each center, and written informed consent was obtained from all subjects.

Questionnaires

We collected data regarding sociodemographic and general health status, medical conditions, medications, and lifestyle with the use of questionnaires in local languages that were completed by the subjects. Interviewer-assisted questionnaires that were administered included the Medical Outcomes Study 36-Item Short-Form Health Survey (SF-36) and the Beck Depression Inventory, as described previously,14 and the EMAS Sexual Function Questionnaire.15

Clinical and Laboratory Assessments

Height, weight, body-mass index, and waist circumference were measured, as described previously.14 A single, fasting venous blood sample was obtained in the morning (before 10 a.m.). Total testosterone was measured by means of gas chromatography–mass spectrometry (GC–MS), as described by Labrie et al.16 The lower limit of total testosterone measurement was 0.17 nmol per liter (0.05 ng per milliliter). The coefficients of variation of testosterone measurements were 2.9% within runs and 3.4% between runs. Sex hormone–binding globulin was measured on the Modular E170 platform immunoassay (Roche Diagnostics), as described previously.17 Free testosterone levels were derived from measurements of total testosterone, sex hormone–binding globulin, and albumin.18

Training and Validation Sets

The cohort was randomly subdivided into a training set and a validation set (Table 1Table 1Characteristics of the Subjects at Baseline.). The associations between selected symptoms and testosterone level were explored in the training set to identify clinical and biochemical criteria for late-onset hypogonadism. The associations between symptoms and a low testosterone level that were identified in the training set were then independently evaluated in the validation set.

In the training set, 32 items from the EMAS questionnaires were considered as possible candidates for symptoms of androgen deficiency on the basis of previous recommendations10,11,13 and studies19-22 (for details, see Section 1 in the Supplementary Appendix, available with the full text of this article at NEJM.org). All items were screened to identify those that were significantly associated with total or free testosterone levels by means of ordinal logistic-regression models (Section 2 in the Supplementary Appendix). Only items that were significantly associated with total or free testosterone levels were selected. Ordinal responses to the selected questions were then dichotomized into symptomatic and asymptomatic categories. The Mann–Whitney test was used to confirm the difference in testosterone levels between the symptomatic group and the asymptomatic group (Table 2Table 2Identification and Prevalence of Symptoms Related to Testosterone in the Training Set., and Figure 1 in the Supplementary Appendix).

Statistical Analysis

In the training set, we used locally weighted linear regression23 to identify threshold levels of testosterone below which the probability of a symptom increased above the background prevalence in the overall study population. Multiple logistic-regression models were used with linear-spline functions24 for testosterone levels with adjustment for age and study center, to further define testosterone threshold levels at which a significant change in the likelihood of the symptom occurred.

Multiple correspondence analyses25 were carried out in the training set to map associations between categorical variables (the presence or absence of symptoms and a low or normal testosterone level) in a two-dimensional space. Close proximity and similar directionality of variables graphically (from the intersection point of the two axes) indicated a clustering of syndromic association. Multiple correspondence analyses were then performed in the validation set to ascertain whether the clustering in the training set could be confirmed.

As a means of integrating the various criteria and thresholds that were developed and refined in the training set, we used logistic-regression models to quantify the strength of associations between the combination of selected symptoms and testosterone levels below defined thresholds. These models were then applied to the validation set to determine whether the quantified associations between symptoms and low testosterone levels could be independently confirmed. We used the replicable associations between specified combinations of symptoms and testosterone thresholds in the validation set as the basis for specifying the minimal criteria for the syndrome of late-onset hypogonadism. As an additional internal validation of the results, we used resampling techniques to derive bootstrap confidence intervals for odds ratios. The possible confounding effects of age, body-mass index, and the number of coexisting illnesses on the association between symptoms and a low testosterone level were assessed by multiple logistic-regression analysis.

Results

Study Population

From a total of 3369 study participants, 150 were excluded because of known pituitary or testicular diseases or current use of medications that could affect pituitary or testicular function or sex-steroid clearance. These exclusions left 3219 men in the analysis sample. The characteristics of these men, subdivided into training and validation sets, are shown in Table 1.

Associations between Symptoms and Testosterone Levels

From an initial pool of 32 candidate symptoms of testosterone deficiency that were explored in the training set, 9 symptoms were confirmed to be related to the total or free testosterone level, with significant differences between the symptomatic group and the asymptomatic group (Table 2). These symptoms included three sexual symptoms (decreased frequency of morning erection, decreased frequency of sexual thoughts, and erectile dysfunction), three physical symptoms (an inability to engage in vigorous activity [e.g., running, lifting heavy objects, or participating in strenuous sports], an inability to walk more than 1 km, and an inability to bend, kneel, or stoop), and three psychological symptoms (loss of energy, sadness [“downheartedness” on questionnaire], and fatigue).

The probability of symptoms increased with decreased levels of testosterone (Figure 1Figure 1Probability of Symptoms on the Basis of Levels of Total Testosterone and Free Testosterone.). The thresholds for total testosterone were approximately 8 nmol per liter (2.3 ng per milliliter) for a decreased frequency of sexual thoughts, 8.5 nmol per liter (2.5 ng per milliliter) for erectile dysfunction, 11 nmol per liter (3.2 ng per milliliter) for a decreased frequency of morning erections (Figure 1A), and 13 nmol per liter (3.7 ng per milliliter) for diminished vigor (Figure 1C); free testosterone thresholds for the three sexual symptoms were 160, 280, and 280 pmol per liter (46, 81, and 81 pg per milliliter), respectively (Figure 1B), with a threshold of 160 pmol per liter for both sadness and fatigue (Figure 1F). No thresholds were identified for physical symptoms associated with free testosterone (Figure 1D) or psychological symptoms associated with total testosterone (Figure 1E). The probability of symptoms was relatively high (>0.25), even though testosterone was in the unequivocally normal range (Figure 1A). Only seven of the men had total testosterone levels of more than 35 nmol per liter (10.1 ng per milliliter), which may have given a spurious impression of changes in the probability of erectile dysfunction with high total testosterone levels (Figure 1A).

Logistic regression with linear splines of testosterone as independent variables showed significantly increased odds ratios for sexual and physical symptoms below testosterone thresholds (Section 3 in the Supplementary Appendix). Thus, for the symptom of a decreased frequency in morning erection, a reduction of 1 nmol per liter (0.29 ng per milliliter) in total testosterone below 11 nmol per liter was associated with an odds ratio of 1.10 (95% confidence interval [CI], 1.02 to 1.19), whereas no significant relationship with the symptom was observed at a total testosterone level above 11 nmol per liter. This indicated a total testosterone threshold for poor morning erection at 11 nmol per liter, with an apparent plateau effect above this threshold. Similarly, a total testosterone threshold was identified for a low frequency of sexual thoughts at 8.0 nmol per liter and for erectile dysfunction at 8.5 nmol per liter; a reduction of 1 nmol per liter in total testosterone below 8 nmol per liter was associated with an odds ratio of 1.48 (95% CI, 1.20 to 1.83) for a low frequency of sexual thoughts, and such a reduction below 8.5 nmol per liter was associated with an odds ratio of 1.23 (95% CI, 1.06 to 1.42) for erectile dysfunction. The total testosterone threshold for a decreased level of vigorous activity was 13 nmol per liter; a reduction of 1 nmol per liter in total testosterone below 13 nmol per liter was associated with an odds ratio of 1.11 (95% CI, 1.03 to 1.19). Free testosterone thresholds for a low frequency of sexual thoughts and for sadness were 160 pmol per liter, and the threshold for both erectile dysfunction and a decreased frequency of morning erection was 280 pmol per liter. The free testosterone threshold for an increased level of fatigue was 160 pmol per liter (Section 3 in the Supplementary Appendix).

Clustering of Symptoms with Testosterone

In the training set, multiple correspondence analyses delineated combinations of individual symptoms that were associated with one another and also with a low or normal testosterone level (Figure 2AFigure 2Multiple Correspondence Analysis (MCA) Showing Associations between Symptoms and Levels of Total Testosterone and Free Testosterone in the Training and Validation Sets.). Two distinct clusters could be identified. The absence of symptoms was clustered with a total testosterone level of at least 8.0 nmol per liter, a total testosterone level of 11 nmol per liter or more, and a free testosterone level of 220 pmol per liter or more. The presence of the three sexual symptoms was clustered with a low total testosterone level (<8 nmol per liter), a total testosterone level of less than 11 nmol per liter, and a free testosterone level of less than 220 pmol per liter in syndromic associations. Symptoms that were not in close proximity were not considered part of the syndrome of symptomatic low testosterone. In the validation set, a very similar pattern was observed, confirming the association between low total and free testosterone levels and the three sexual symptoms (Figure 2B).

Criteria for Hypogonadism

On the basis of criteria developed in the training set, stratification of the number of sexual symptoms according to various testosterone thresholds revealed a consistent inverse relationship, with an increased number of sexual symptoms associated with a higher odds ratio for a decreased threshold value for total testosterone (8.0 to 11.0 nmol per liter). This association was further strengthened by the addition of free testosterone levels to the analysis, relationships that were confirmed in the validation set (Table 3Table 3Odds Ratios for an Association between Sexual Symptoms and a Low Testosterone Level in the Training and Validation Data Sets and the Effects of Age, Body-Mass Index, and Coexisting Illness in the Validation Set.). The boundaries within which symptoms were significantly associated with a low testosterone level in the validation set were demarcated by the presence of three sexual symptoms and a total testosterone level of less than 11 nmol per liter (odds ratio, 1.71; 95% CI, 1.08 to 2.63). The addition of a threshold of less than 220 pmol per liter for free testosterone increased the odds ratio, as compared with the total testosterone level alone, especially for thresholds between 8.0 and 11 nmol per liter. These limits can be regarded as evidence-based criteria that are necessary (but not sufficient without the ancillary general health information) for the diagnosis of late-onset hypogonadism. The association between the presence of three sexual symptoms and a low testosterone level was attenuated by adjustment for age, body-mass index, and the number of coexisting illnesses (Table 3).

Estimated Prevalence of Hypogonadism

In this analysis sample, 4.1% of subjects had a total testosterone level of less than 8.0 nmol per liter, and 17.0% had a total testosterone level of less than 11 nmol per liter. If the syndrome of late-onset hypogonadism is considered to include at least three sexual symptoms associated with a total testosterone level of less than 11 nmol per liter and a free testosterone level of less than 220 pmol per liter, among men for whom data were available for testosterone levels and questionnaire responses, the overall prevalence of late-onset hypogonadism in the EMAS study population would be 2.1% (63 of 2966 subjects) and would increase with age from 0.1% for men 40 to 49 years of age, to 0.6% for those 50 to 59 years, to 3.2% for those 60 to 69 years, and to 5.1% for those 70 to 79 years (Figure 2A in the Supplementary Appendix). The prevalence of late-onset hypogonadism would also rise with an increase in the body-mass index and an increasing number of coexisting illnesses (Figure 2B and 2C in the Supplementary Appendix).

Discussion

In this systematic investigation of a large, random sample of aging men from the general population, we used a reductive analytic approach to produce parsimonious clinical and biochemical criteria for diagnosing late-onset hypogonadism. We observed that many candidate symptoms of classic hypogonadism were not associated with decreased testosterone levels in older men. Even with the nine rigorously selected symptoms, differences in mean testosterone levels between symptomatic men and asymptomatic men were minimal, reflecting the weak overall association between symptoms and testosterone levels in this population (Figure 1 in the Supplementary Appendix).

Further analyses revealed nonlinear threshold relationships between sexual symptoms and testosterone at levels around or below the lower limit of the eugonadal reference range for young men. Thus, sexual symptoms are of diagnostic importance in elderly men but should suggest androgen deficiency only when testosterone levels are clearly subnormal.26 Limited physical vigor was significantly associated with a low total testosterone level, with an apparent threshold at 13 nmol per liter, an observation that is consistent with the finding in a previous study of elderly hypogonadal patients.22 Psychological symptoms had little or no association with the testosterone level, which supports the results of some studies27,28 and contradicts the results of another.29 The presence of multiple symptom-specific testosterone thresholds supports the notion that different functional thresholds exist for the various androgen-dependent targets22,30,31 (Figure 3A and 3B in the Supplementary Appendix).

A consistent syndromic clustering of three sexual symptoms with a low testosterone level can clearly be segregated from other, less germane symptoms and normal testosterone levels. These associations between multiple symptoms and testosterone thresholds were confirmed and augmented by the inverse dose-dependent relationship between an increasing number of sexual symptoms and decreasing threshold levels of testosterone. The boundaries for a significant association between symptoms and a low testosterone level identified the minimum criteria necessary to determine the syndrome of late-onset hypogonadism. Our suggested requirement of the presence of at least three sexual symptoms with a total testosterone level of less than 11 nmol per liter and a free testosterone level of less than 220 pmol per liter supports recommendations in the latest practice guidelines.10,11 The influence of age, body-mass index, and number of coexisting illnesses on the association between symptoms and testosterone level and on the prevalence of late-onset hypogonadism is to be expected for a condition that develops with aging and is compatible with a multifactorial syndrome in which obesity and general health contribute to both a low testosterone level and symptoms.17,26

In our previously published work involving the EMAS cohort, in which we investigated the complex pathogenesis of the age-related decline in testosterone, different forms of putative biochemical hypogonadism (designated as primary, secondary, and compensated) could be distinguished in 23.3% of men with the use of only prespecified hormone criteria, without reference to clinical symptoms.32 This theoretical mechanistic information contrasts with the data provided by our current study, which is aimed at advancing practical clinical management. Thus, on the basis of the systematic determination of total and free testosterone thresholds below which symptoms became increasingly prevalent, the new data provide evidence-based criteria to define and facilitate correct diagnosis of the clinical syndrome of late-onset hypogonadism. Indeed, the prevalence of late-onset hypogonadism of 2.1%, as determined in our current study, is much lower than that of biochemical hypogonadism.2,32 This finding underscores the paramount importance of using not only biochemical measures but also stringently defined, symptom-based criteria to prevent the overdiagnosis of late-onset hypogonadism.

The long list of nonspecific symptoms that have a potential association with testosterone deficiency makes it difficult to establish a diagnosis of late-onset hypogonadism. Thus, the prevalence of even the most specific sexual symptoms of androgen deficiency was relatively high among men with unequivocally normal testosterone levels, as reported in previous studies.33-35 This observation underscores the importance of specifying the presence of multiple (at least three) symptoms as a diagnostic criterion, preferably with the lower testosterone threshold (<8.0 nmol per liter), to increase the probability of correctly diagnosing late-onset hypogonadism.

The addition of the measurement of free testosterone when the total testosterone level was under 8 nmol per liter did not make a substantial difference with respect to the association between symptoms and testosterone level. This finding is similar to those in previous studies22,33,36,37 and supports the recommendation that total testosterone be used as the primary biochemical criterion for the diagnosis of late-onset hypogonadism.10,11,13 However, applying the threshold for free testosterone may be useful in patients with multiple symptoms and a borderline total testosterone level (8 to 11 nmol per liter).

We used a current mass spectrometry–based method for measuring serum testosterone levels, as recommended by the Endocrine Society.38 Thus, the testosterone thresholds that we established should be applicable across laboratories with the use of a standard calibrator. However, in view of the known concern about the variability in and lack of accuracy of platform-based immunoassays,38 the proposed testosterone thresholds should be applied only with adjustments appropriate to the assay methods used in local laboratories.

Our study has certain limitations. The results are based on cross-sectional data from questionnaires and a single testosterone measurement in men from the general population. It is possible that the symptoms we selected had a higher specificity in symptomatic clinic patients. Our observations should be extrapolated to the diagnosis of testosterone deficiency in patients with the caveat that a low testosterone level requires confirmation with repeated measurement. Furthermore, the documentation of low testosterone levels in symptomatic elderly men does not invariably imply that a low testosterone level is the only or foremost cause of their symptoms. A comprehensive general assessment is required to seek potential alternative explanations. These data do not set the criteria for initiating testosterone replacement, for which clinical trials are required to determine the benefits and risks of treatment.

On the basis of data from the general population, our study indicated that the presence of three sexual symptoms combined with a total testosterone level of less than 11 nmol per liter and a free testosterone level of less than 220 pmol per liter can be considered the minimum criteria for the diagnosis of late-onset hypogonadism in aging men. Our results also highlight the substantial overlap between late-onset hypogonadism and nonspecific symptoms of aging. The application of these new criteria can guard against the excessive diagnosis of hypogonadism and curb the injudicious use of testosterone therapy in older men.

Presented in part at the 88th Annual Meeting of the Endocrine Society, Boston, June 24–27, 2006.

Supported by a grant (QLK6-CT-2001-00258) from the Commission of the European Communities Fifth Framework Program Quality of Life and Management of Living Resources.

Disclosure forms provided by the authors are available with the full text of this article at NEJM.org.

This article (10.1056/NEJMoa0911101) was published on June 16, 2010, at NEJM.org.

We thank the men who participated in this study in eight countries; the research and nursing staff in the eight centers, C. Pott in Manchester, E. Wouters in Leuven, M. Nilsson in Malmö, M. del Mar Fernandez in Santiago de Compostela, M. Jedrzejowska in Lodz, H.-M. Tabo in Tartu, and A. Heredi in Szeged, for their meticulous data collection; C. Moseley in Manchester for data entry and project coordination; S. Goddard in Manchester for the preparation of the original figures; A. Araujo of the New England Research Institute for helpful discussions; the National Institute for Health Research Manchester Biomedical Research Centre; and Arthritis Research UK.

Source Information

The authors' affiliations are listed in the Appendix.

Address reprint requests to Dr. Wu at the Andrology Research Unit, Developmental and Regenerative Biomedicine Research Group, University of Manchester, Manchester Academic Health Science Centre, Manchester Royal Infirmary, Grafton St., Manchester M13 9WL, United Kingdom, or at .

The members of the European Male Aging Study (EMAS) group are listed in the Appendix.

Appendix

The authors' affiliations are as follows: the Andrology Research Unit, Developmental and Regenerative Biomedicine Research Group (F.C.W.W., J.M.B., J.D.F.) and Arthritis Research UK Epidemiology Unit (A.T., S.R.P., T.W.O.), University of Manchester, Manchester Academic Health Science Centre, Manchester; Arthritis Research UK, Chesterfield (A.J.S.); the Department of Endocrinology, University College London, London (T.S.H.); the Department of Human Nutrition, University of Glasgow, Glasgow (M.E.J.L.); the School of Community Based Medicine, University of Manchester, Salford Royal NHS Trust, Salford (N.P.); and the Department of Surgery and Cancer, Imperial College London, Hammersmith Campus, London (I.T.H.) — all in the United Kingdom; the Department of Obstetrics, Gynaecology, and Andrology, Albert Szent-György Medical University, Szeged, Hungary (G.B.); the Department of Medicine, Santiago de Compostela University, Complejo Hospitalario Universitario de Santiago, Centro de Investigación Biomédica en Red de Fisiopatología Obesidad y Nutricion, Instituto Salud Carlos III, Santiago de Compostela, Spain (F.F.C.); the Endocrinology Unit, Department of Clinical Physiopathology, University of Florence, Florence, Italy (G.F.); the Reproductive Medicine Center, Skåne University Hospital, University of Lund, Malmö, Sweden (A.G.); the Department of Andrology and Reproductive Endocrinology, Medical University of Lodz, Lodz, Poland (K.K.); the Andrology Unit, United Laboratories of Tartu University Clinics, Tartu, Estonia (M.P.); the Departments of Geriatric Medicine (S.B.) and Andrology and Endocrinology (D.V.), Katholieke Universiteit Leuven, Leuven, Belgium; and the Laboratory of Molecular Endocrinology and Oncology, Laval University, Quebec, QC, Canada (F.L.).

The members of the EMAS study group are as follows: Florence, Italy: G. Forti, L. Petrone, G. Corona; Leuven, Belgium: D. Vanderschueren, S. Boonen, H. Borghs; Lodz, Poland: K. Kula, J. Slowikowska-Hilczer, R. Walczak-Jedrzejowska; London: I. Huhtaniemi; Malmö, Sweden: A. Giwercman; Manchester, United Kingdom: F. Wu, A. Silman, T. O'Neill, J. Finn, P. Steer, A. Tajar, D. Lee, S. Pye; Santiago de Compostela, Spain: F. Casanueva, M. Ocampo, M. Lage; Szeged, Hungary: G. Bartfai, I. Földesi, I. Fejes; Tartu, Estonia: M. Punab, P. Korrovitz; Turku, Finland: M. Jiang.

References

References

  1. 1

    Feldman HA, Longcope C, Derby CA, et al. Age trends in the level of serum testosterone and other hormones in middle-aged men: longitudinal results from the Massachusetts Male Aging Study. J Clin Endocrinol Metab 2002;87:589-598
    CrossRef | Web of Science | Medline

  2. 2

    Harman SM, Metter EJ, Tobin JD, Pearson J, Blackman MR. Longitudinal effects of aging on serum total and free testosterone levels in healthy men. J Clin Endocrinol Metab 2001;86:724-731
    CrossRef | Web of Science | Medline

  3. 3

    Morley JE, Kaiser FE, Perry HM III, et al. Longitudinal changes in testosterone, luteinizing hormone, and follicle-stimulating hormone in healthy older men. Metabolism 1997;46:410-413
    CrossRef | Web of Science | Medline

  4. 4

    Wu FC. Guideline for male testosterone therapy: a European perspective. J Clin Endocrinol Metab 2007;92:418-419
    CrossRef | Web of Science | Medline

  5. 5

    Shames D, Gassman A, Handelsman H. Guideline for male testosterone therapy: a regulatory perspective. J Clin Endocrinol Metab 2007;92:414-415
    CrossRef | Web of Science | Medline

  6. 6

    Miner MM, Seftel AD. Testosterone and ageing: what have we learned since the Institute of Medicine report and what lies ahead? Int J Clin Pract 2007;61:622-632
    CrossRef | Web of Science | Medline

  7. 7

    Bhasin S, Wu F. Making a diagnosis of androgen deficiency in adult men: what to do until all the facts are in? Nat Clin Pract Endocrinol Metab 2006;2:529-529
    CrossRef | Web of Science | Medline

  8. 8

    McKinlay JB, Travison TG, Araujo AB, Kupelian V. Male menopause: time for a decent burial? Menopause 2007;14:973-975
    CrossRef | Web of Science | Medline

  9. 9

    Morales A, Schulman CC, Tostain J, Wu FCW. Testosterone deficiency syndrome (TDS) needs to be named appropriately -- the importance of accurate terminology. Eur Urol 2006;50:407-409
    CrossRef | Web of Science | Medline

  10. 10

    Nieschlag E, Swerdloff R, Behre HM, et al. Investigation, treatment, and monitoring of late-onset hypogonadism in males: ISA, ISSAM, and EAU recommendations. J Androl 2006;27:135-137
    CrossRef | Web of Science | Medline

  11. 11

    Bhasin S, Cunningham GR, Hayes FJ, et al. Testosterone therapy in adult men with androgen deficiency syndromes: an Endocrine Society clinical practice guideline. J Clin Endocrinol Metab 2006;91:1995-2010
    CrossRef | Web of Science | Medline

  12. 12

    Snyder PJ. Hypogonadism in elderly men -- what to do until the evidence comes. N Engl J Med 2004;350:440-442
    Full Text | Web of Science | Medline

  13. 13

    Liverman CT, Blazer DG. Testosterone and aging: clinical research directions. Washington, DC: National Academies Press, 2004.

  14. 14

    Lee DM, O'Neill TW, Pye SR, et al. The European Male Ageing Study (EMAS): design, methods and recruitment. Int J Androl 2009;32:11-24
    CrossRef | Web of Science | Medline

  15. 15

    O'Connor DB, Corona G, Forti G, et al. Assessment of sexual health in aging men in Europe: development and validation of the European Male Ageing Study sexual function questionnaire. J Sex Med 2008;5:1374-1385
    CrossRef | Web of Science | Medline

  16. 16

    Labrie F, Belanger A, Belanger P, et al. Androgen glucuronides, instead of testosterone, as the new markers of androgenic activity in women. J Steroid Biochem Mol Biol 2006;99:182-188
    CrossRef | Web of Science | Medline

  17. 17

    Wu FC, Tajar A, Pye SR, et al. Hypothalamic-pituitary-testicular axis disruptions in older men are differentially linked to age and modifiable risk factors: the European Male Aging Study. J Clin Endocrinol Metab 2008;93:2737-2745
    CrossRef | Web of Science | Medline

  18. 18

    Vermeulen A, Verdonck L, Kaufman JM. A critical evaluation of simple methods for the estimation of free testosterone in serum. J Clin Endocrinol Metab 1999;84:3666-3672
    CrossRef | Web of Science | Medline

  19. 19

    Heinemann LA, Saad F, Heinemann K, Thai DM. Can results of the Aging Males' Symptoms (AMS) scale predict those of screening scales for androgen deficiency? Aging Male 2004;7:211-218
    CrossRef | Medline

  20. 20

    Araujo AB, O'Donnell AB, Brambilla DJ, et al. Prevalence and incidence of androgen deficiency in middle-aged and older men: estimates from the Massachusetts Male Aging Study. J Clin Endocrinol Metab 2004;89:5920-5926
    CrossRef | Web of Science | Medline

  21. 21

    Morley JE, Perry HM III, Kevorkian RT, Patrick P. Comparison of screening questionnaires for the diagnosis of hypogonadism. Maturitas 2006;53:424-429
    CrossRef | Web of Science | Medline

  22. 22

    Zitzmann M, Faber S, Nieschlag E. Association of specific symptoms and metabolic risks with serum testosterone in older men. J Clin Endocrinol Metab 2006;91:4335-4343
    CrossRef | Web of Science | Medline

  23. 23

    Cleveland WS. Robust locally weighted fitting and smoothing scatterplots. J Am Stat Assoc 1979;74:829-836
    CrossRef | Web of Science

  24. 24

    Harrell FE Jr. Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis. New York: Springer-Verlag, 2001.

  25. 25

    Benzécri, J-P. Correspondence analysis handbook. New York: Marcel Dekker, 1992.

  26. 26

    Travison TG, Morley JE, Araujo AB, O'Donnell AB, McKinlay JB. The relationship between libido and testosterone levels in aging men. J Clin Endocrinol Metab 2006;91:2509-2513
    CrossRef | Web of Science | Medline

  27. 27

    Delhez M, Hansenne M, Legros JJ. Andropause and psychopathology: minor symptoms rather than pathological ones. Psychoneuroendocrinology 2003;28:863-874
    CrossRef | Web of Science | Medline

  28. 28

    Tancredi A, Reginster JY, Schleich F, et al. Interest of the Androgen Deficiency in Aging Males (ADAM) questionnaire for the identification of hypogonadism in elderly community-dwelling male volunteers. Eur J Endocrinol 2004;151:355-360
    CrossRef | Web of Science | Medline

  29. 29

    Barrett-Connor E, Von Muhlen DG, Kritz-Silverstein D. Bioavailable testosterone and depressed mood in older men: the Rancho Bernardo Study. J Clin Endocrinol Metab 1999;84:573-577
    CrossRef | Web of Science | Medline

  30. 30

    Bhasin S, Woodhouse L, Casaburi R, et al. Older men are as responsive as young men to the anabolic effects of graded doses of testosterone on the skeletal muscle. J Clin Endocrinol Metab 2005;90:678-688
    CrossRef | Web of Science | Medline

  31. 31

    Gray PB, Singh AB, Woodhouse LJ, et al. Dose-dependent effects of testosterone on sexual function, mood, and visuospatial cognition in older men. J Clin Endocrinol Metab 2005;90:3838-3846
    CrossRef | Web of Science | Medline

  32. 32

    Tajar A, Forti G, O'Neill TW, et al. Characteristics of secondary, primary, and compensated hypogonadism in aging men: evidence from the European Male Ageing Study. J Clin Endocrinol Metab 2010;95:1810-1818
    CrossRef | Web of Science | Medline

  33. 33

    Araujo AB, Esche GR, Kupelian V, et al. Prevalence of symptomatic androgen deficiency in men. J Clin Endocrinol Metab 2007;92:4241-4247
    CrossRef | Web of Science | Medline

  34. 34

    Gladh YM, Rahgozar M, Hammar ML, Fredriksson MG, Spetz AC. Prevalence of symptoms possibly related to PADAM, in a Swedish population aged 55, 65 and 75 years. Maturitas 2005;50:161-166
    CrossRef | Web of Science | Medline

  35. 35

    Travison TG, Araujo AB, Wruck LM, Kupelian V, O'Donnell AB, McKinlay JB. Assessment of screening evaluations is not straightforward. Maturitas 2006;54:305-308
    CrossRef | Web of Science | Medline

  36. 36

    Kelleher S, Conway AJ, Handelsman DJ. Blood testosterone threshold for androgen deficiency symptoms. J Clin Endocrinol Metab 2004;89:3813-3817
    CrossRef | Web of Science | Medline

  37. 37

    Travison TG, Araujo AB, Kupelian V, O'Donnell AB, McKinlay JB. The relative contributions of aging, health, and lifestyle factors to serum testosterone decline in men. J Clin Endocrinol Metab 2007;92:549-555
    CrossRef | Web of Science | Medline

  38. 38

    Rosner W, Auchus RJ, Azziz R, Sluss PM, Raff H. Utility, limitations, and pitfalls in measuring testosterone: an Endocrine Society position statement. J Clin Endocrinol Metab 2007;92:405-413
    CrossRef | Web of Science | Medline

Citing Articles (52)

Citing Articles

  1. 1

    D. M. Lee, S. R. Pye, A. Tajar, T. W. O'Neill, J. D. Finn, S. Boonen, G. Bartfai, F. F. Casanueva, G. Forti, A. Giwercman, T. S. Han, I. T. Huhtaniemi, K. Kula, M. E. Lean, N. Pendleton, M. Punab, A. J. Silman, D. Vanderschueren, F. C. Wu, . (2012) Cohort Profile: The European Male Ageing Study. International Journal of Epidemiology
    CrossRef

  2. 2

    Martha Apostolopoulou, Christos Savopoulos, Konstantinos Michalakis, Simon Coppack, Theodoros Dardavessis, Apostolos Hatzitolios. (2012) Age, weight and obesity. Maturitas 71:2, 115-119
    CrossRef

  3. 3

    Jeremy B. Shelton, Jacob Rajfer. (2012) Androgen Deficiency in Aging and Metabolically Challenged Men. Urologic Clinics of North America 39:1, 63-75
    CrossRef

  4. 4

    Giovanni Corona, Giulia Rastrelli, Linda Vignozzi, Edoardo Mannucci, Mario Maggi. (2012) How to recognize late-onset hypogonadism in men with sexual dysfunction. Asian Journal of Andrology
    CrossRef

  5. 5

    E Garcia-Cruz, M Piqueras, J Huguet, M Perez-Marquez, D Gosalbez, L Peri, L Izquierdo, P Luque, M J Ribal, A Alcaraz. (2012) Hypertension, dyslipidemia and overweight are related to lower testosterone levels in a cohort of men undergoing prostate biopsy. International Journal of Impotence Research
    CrossRef

  6. 6

    Erik Jørgensen, Henning Kelbæk. (2012) It’s time to say goodbye... (to the first-generation drug-eluting stent era). EuroIntervention 7:9, 1011-1013
    CrossRef

  7. 7

    Thang S. Han, Pierre M.G. Bouloux. 2012. Kallmann Syndrome and Other Causes of Hypothalamic Hypogonadism and Related Development Disorders. , 597-617.
    CrossRef

  8. 8

    G. Hackett. (2012) Testosterone measurement - mandatory in ALL men with ED. International Journal of Clinical Practice 66:1, 113-113
    CrossRef

  9. 9

    Zoë Hyde, Leon Flicker, Graeme J. Hankey, Osvaldo P. Almeida, Kieran A. McCaul, S.A. Paul Chubb, Bu B. Yeap. (2012) Prevalence and Predictors of Sexual Problems in Men Aged 75-95 Years: A Population-Based Study. The Journal of Sexual Medicineno-no
    CrossRef

  10. 10

    Stefania Di Sante, William P. Conners, Abraham Morgentaler. (2012) Influence of Baseline Serum Testosterone on Changes in Body Composition in Response to Testosterone Therapy. The Journal of Sexual Medicineno-no
    CrossRef

  11. 11

    Gianni Forti, Giovanni Corona, Linda Vignozzi, Mario Maggi. 2011. Testosterone and Other Hormonal Therapies (Antiestrogen, DHEA, Thyroid Hormones) for Erectile Dysfunction. , 42-54.
    CrossRef

  12. 12

    Matthew D.L. O’Connell, Rathi Ravindrarajah, Abdelouahid Tajar, Frederick C.W. Wu. (2011) Low testosterone in ageing men: a modifiable risk factor for frailty?. Trends in Endocrinology & Metabolism 22:12, 491-498
    CrossRef

  13. 13

    Giovanni Corona, Nicola Mondaini, Andrea Ungar, Elisa Razzoli, Andrea Rossi, Ferdinando Fusco. (2011) Phosphodiesterase Type 5 (PDE5) Inhibitors in Erectile Dysfunction: The Proper Drug for the Proper Patient. The Journal of Sexual Medicine 8:12, 3418-3432
    CrossRef

  14. 14

    Hasan Kocoglu, Cabir Alan, Hasan Soydan, Ferhat Ateş, Cüneyt Adayener, Ali Erhan Eren, Ahmet Reşit Ersay, Murat Dayanc¸. (2011) Association between the androgen levels and erectile function, cognitive functions and hypogonadism symptoms in aging males. The Aging Male 14:4, 207-212
    CrossRef

  15. 15

    Gudrun Schneider, Kathrin Nienhaus, Jörg Gromoll, Gereon Heuft, Eberhard Nieschlag, Michael Zitzmann. (2011) Sex Hormone Levels, Genetic Androgen Receptor Polymorphism, and Anxiety in ≥50-Year-Old Males. The Journal of Sexual Medicine 8:12, 3452-3464
    CrossRef

  16. 16

    Tsutomu Kikuchi, Kunihiro Iwamoto, Kazumi Sasada, Branko Aleksic, Keizo Yoshida, Norio Ozaki. (2011) Sexual dysfunction and hyperprolactinemia in Japanese schizophrenic patients taking antipsychotics. Progress in Neuro-Psychopharmacology and Biological Psychiatry
    CrossRef

  17. 17

    Chun-Hou Liao, Chao-Yuan Huang, Hung-Yuan Li, Hong-Jeng Yu, Han-Sun Chiang, Chih-Kuang Liu. (2011) Testosterone and sex hormone-binding globulin have significant association with metabolic syndrome in Taiwanese men. The Aging Male1-6
    CrossRef

  18. 18

    Mohit Khera, Rajib K. Bhattacharya, Gary Blick, Harvey Kushner, Dat Nguyen, Martin M. Miner. (2011) The effect of testosterone supplementation on depression symptoms in hypogonadal men from the Testim Registry in the US (TRiUS). The Aging Male1-8
    CrossRef

  19. 19

    Christian Buchli, Anna Martling, Stefan Arver, Torbjörn Holm. (2011) Testicular Function after Radiotherapy for Rectal Cancer-A Review. The Journal of Sexual Medicine 8:11, 3220-3226
    CrossRef

  20. 20

    Wei-Ren Li, Liang Chen, Zhi-Jie Chang, Hua Xin, Tao Liu, Yan-Quan Zhang, Guang-Yong Li, Feng Zhou, Yan-Qing Gong, Zhe-Zhu Gao, Zhong-Cheng Xin. (2011) Autophagic deficiency is related to steroidogenic decline in aged rat Leydig cells. Asian Journal of Andrology 13:6, 881-888
    CrossRef

  21. 21

    Alan White, Bruno De Sousa, Richard De Visser, Richard Hogston, Svend Aage Madsen, Péter Makara, Martin McKee, Gary Raine, Noel Richardson, Nicholas Clarke, Witold Zatoński. (2011) Men's health in Europe. Journal of Men's Health 8:3, 192-201
    CrossRef

  22. 22

    S. Raghavendra Rao, Subhash Kini, Ronald Tamler. (2011) Sex Hormones and Bariatric Surgery in Men. Gender Medicine 8:5, 300-311
    CrossRef

  23. 23

    Simon George Anderson, Adrian Heald, Novie Younger, Sumudu Bujawansa, Ram Prakash Narayanan, Alan McCulloch, Hugh Jones. (2011) Screening for hypogonadism in diabetes 2008/9: Results from the Cheshire Primary Care cohort. Primary Care Diabetes
    CrossRef

  24. 24

    O. Rajmil, M. Fernández, A. Blasco, J.A. Arrús, R. Montañés, J. Rodríguez-Espinosa. (2011) Association of nocturnal penile rigidity with testosterone, metabolic syndrome, and other variables: A prospective cross-sectional pilot study. Actas Urológicas Españolas (English Edition) 35:8, 459-467
    CrossRef

  25. 25

    W. Weidner, A. Rusz, A. Pilatz, A. Hauptmann, H.-C. Schuppe. (2011) Neues in der Andrologie. Der Urologe 50:S1, 192-196
    CrossRef

  26. 26

    Abdelouahid Tajar, John McBeth, David M. Lee, Gary J. Macfarlane, Ilpo T. Huhtaniemi, Joseph D. Finn, Gyorgy Bartfai, Steven Boonen, Felipe F. Casanueva, Gianni Forti, Aleksander Giwercman, Thang S. Han, Krzysztof Kula, Fernand Labrie, Michael E.J. Lean, Neil Pendleton, Margus Punab, Alan J. Silman, Dirk Vanderschueren, Terence W. O’Neill, Frederick C.W. Wu. (2011) Elevated levels of gonadotrophins but not sex steroids are associated with musculoskeletal pain in middle-aged and older European men. PAIN 152:7, 1495-1501
    CrossRef

  27. 27

    Abdulmaged M. Traish, Martin M. Miner, Abraham Morgentaler, Michael Zitzmann. (2011) Testosterone Deficiency. The American Journal of Medicine 124:7, 578-587
    CrossRef

  28. 28

    Molly E. Zimmerman, Richard B. Lipton, Nanette Santoro, Daniel S. McConnell, Carol A. Derby, Mindy J. Katz, Khosrow Baigi, Rachel Saunders-Pullman. (2011) Endogenous estradiol is associated with verbal memory in nondemented older men. Brain and Cognition 76:1, 158-165
    CrossRef

  29. 29

    Giovanni Corona, Giulia Rastrelli, Giancarlo Balercia, Alessandra Sforza, Gianni Forti, Edoardo Mannucci, Mario Maggi. (2011) Perceived Reduced Sleep-Related Erections in Subjects with Erectile Dysfunction: Psychobiological Correlates. The Journal of Sexual Medicine 8:6, 1780-1788
    CrossRef

  30. 30

    S. Larry Goldenberg, Anthony Koupparis, Michael E. Robinson. (2011) Differing levels of testosterone and the prostate: a physiological interplay. Nature Reviews Urology 8:7, 365-377
    CrossRef

  31. 31

    Abdelouahid Tajar, Matthew D.L. O'Connell, Arnold B. Mitnitski, Terence W. O'Neill, Samuel D. Searle, Ilpo T. Huhtaniemi, Joseph D. Finn, György Bartfai, Steven Boonen, Felipe F. Casanueva, Gianni Forti, Aleksander Giwercman, Thang S. Han, Krzysztof Kula, Fernand Labrie, Michael E.J. Lean, Neil Pendleton, Margus Punab, Alan J. Silman, Dirk Vanderschueren, Kenneth Rockwood, Frederick C.W. Wu, . (2011) Frailty in Relation to Variations in Hormone Levels of the Hypothalamic-Pituitary-Testicular Axis in Older Men: Results From the European Male Aging Study. Journal of the American Geriatrics Society 59:5, 814-821
    CrossRef

  32. 32

    E. Wehr, S. Pilz, B. O. Boehm, W. Marz, T. Grammer, B. Obermayer-Pietsch. (2011) Low free testosterone is associated with heart failure mortality in older men referred for coronary angiography. European Journal of Heart Failure 13:5, 482-488
    CrossRef

  33. 33

    Ilpo Huhtaniemi, Gianni Forti. (2011) Male late-onset hypogonadism: pathogenesis, diagnosis and treatment. Nature Reviews Urology 8:6, 335-344
    CrossRef

  34. 34

    M. H. Emmelot-Vonk, H. J. J. Verhaar, H. R. Nakhai-Pour, D. E. Grobbee, Y. T. van der Schouw. (2011) Low testosterone concentrations and the symptoms of testosterone deficiency according to the Androgen Deficiency in Ageing Males (ADAM) and Ageing Males’ Symptoms rating scale (AMS) questionnaires. Clinical Endocrinology 74:4, 488-494
    CrossRef

  35. 35

    Giovanni Corona, Giulia Rastrelli, Gianni Forti, Mario Maggi. (2011) Update in Testosterone Therapy for Men (CME). The Journal of Sexual Medicine 8:3, 639-654
    CrossRef

  36. 36

    2011. Diabetic Neuropathy. , 197-226.
    CrossRef

  37. 37

    Robin Haring, Christin Spielhagen, Matthias Nauck. (2011) Challenges in the measurement of serum testosterone concentrations as a biomarker of men's health 1. LaboratoriumsMedizin 35:1, ---
    CrossRef

  38. 38

    Robin Haring, Christin Spielhagen, Matthias Nauck. (2011) Methodische Aspekte zur Bestimmung der Testosteronkonzentration als Biomarker der Gesundheit des Mannes/Challenges in the measurement of serum testosterone concentrations as a biomarker of men's health. LaboratoriumsMedizin 35:1, 29-33
    CrossRef

  39. 39

    Juuso I. Mäkinen, Ilpo Huhtaniemi. (2011) Androgen Replacement Therapy in Late-Onset Hypogonadism: Current Concepts and Controversies – A Mini-Review. Gerontology 57:3, 193-202
    CrossRef

  40. 40

    T.S. Han, M.E.J. Lean. (2011) Metabolic syndrome. Medicine 39:1, 24-31
    CrossRef

  41. 41

    N L Cook, S Romashkan. (2011) Why Do We Need a Trial on the Effects of Testosterone Therapy in Older Men?. Clinical Pharmacology & Therapeutics 89:1, 29-31
    CrossRef

  42. 42

    Jin Wook Kim, Du Geon Moon. (2011) Diagnosis and Treatment of Sexual Dysfunctions in Late-Onset Hypogonadism. Korean Journal of Urology 52:11, 725
    CrossRef

  43. 43

    Giovanni Corona, Giulia Rastrelli, Valdo Ricca, Mario Maggi. (2010) Testosterone deficiency in the aging male and its relationship with sexual dysfunction and cardiovascular diseases. Hormone Molecular Biology and Clinical Investigation 4:1, 509-520
    CrossRef

  44. 44

    Abdulmaged M. Traish. (2010) Role of androgens in modulating male and female sexual function. Hormone Molecular Biology and Clinical Investigation 4:1, 521-528
    CrossRef

  45. 45

    (2010) Adverse Events Associated with Testosterone Administration. New England Journal of Medicine 363:19, 1865-1867
    Full Text

  46. 46

    (2010) Late-Onset Hypogonadism in Middle-Aged and Elderly Men. New England Journal of Medicine 363:19, 1867-1869
    Full Text

  47. 47

    Mathis Grossmann. (2010) Diagnosis and treatment of hypogonadism in older men: proceed with caution. Asian Journal of Andrology 12:6, 783-786
    CrossRef

  48. 48

    T. Hugh Jones. (2010) Andrology: Identifying late-onset hypogonadism in older men. Nature Reviews Urology 7:11, 599-601
    CrossRef

  49. 49

    Kevan Wylie, Margaret Rees, Geoff Hackett, Richard Anderson, Pierre-Marc Bouloux, Mike Cust, David Goldmeier, Philip Kell, Tim Terry, Tom Trinick, Frederick Wu. (2010) Androgens, health and sexuality in women and men. Maturitas 67:3, 275-289
    CrossRef

  50. 50

    Michael Zitzmann. (2010) Testosterone deficiency and treatment in older men: definition, treatment, pitfalls. Asian Journal of Andrology 12:5, 623-625
    CrossRef

  51. 51

    Bremner, William J., . (2010) Testosterone Deficiency and Replacement in Older Men. New England Journal of Medicine 363:2, 189-191
    Full Text

  52. 52

    Geir Jacobsen. (2010) Testosteron og seksuell dysfunksjon hos eldre menn. Tidsskrift for Den norske legeforening 130:21, 2100-2100
    CrossRef

Letters