Cited by 98Hormonal and reproductive studiesAdrenal Hormones and DisordersHypothalamic control of reproductive hormones

Challenges in Testosterone Measurement, Data Interpretation, and Methodological Appraisal of Interventional Trials

Open access
Trost, Landon W., Mulhall, John P.·2016·The Journal of Sexual Medicine

Abstract

Introduction: Male hypogonadism is a common condition, with an increasing body of literature on diagnosis, implications, and management. Given the significant variability in testosterone (T) from a physiologic and assay perspective, a thorough understanding of factors affecting T values and study methodology is essential to interpret reported study outcomes appropriately. However, despite the large number of publications on T, there are no reference materials consolidating all relevant and potentially confounding factors necessary to interpret T studies appropriately. Aims: To create a resource document that reviews sources of T variability, free vs total T, assay techniques and questionnaires, and study methodology relevant to interpreting outcomes. Methods: A PubMed search was performed of all the T literature published on T variability, assay techniques, and T-specific questionnaires. Results were summarized in the context of their impact on interpreting T literature outcomes and methodology. Main Outcome Measures: Effect of various factors on T variability and their relevance to study methodology and outcomes. Results: Several factors affect measured T levels, including aging, circadian rhythms, geography, genetics, lifestyle choices, comorbid conditions, and intraindividual daily variability. The utility of free T over total T is debatable and must be compared using appropriate threshold levels. Among various assay techniques, mass spectrometry and equilibrium dialysis are gold standards. Calculated empirical estimates of free T also are commonly used and accepted. Hypogonadism-specific questionnaires have limited utility in screening for hypogonadism, and their role as objective end points for quantifying symptoms remains unclear. Numerous aspects of study methodology can directly or indirectly affect reported outcomes, including design (randomized, prospective, retrospective), duration, populations studied (age, comorbid conditions), low T threshold, therapeutic agent used, objective measurements and end points selected, and statistical interpretation. Conclusion: Critical appraisal of the T literature requires an understanding of numerous factors resulting in T variability, study design and methodology, and limitations of assay techniques and objective measurement scales.

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Crossref · 10.1016/j.jsxm.2016.04.068

Cites

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Claims the paper makes

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  • Premisecitation

    Despite similar daily patterns, elderly males had significant blunting of peak versus trough testosterone levels, with differences of 61-205 ng/dl compared with 141-354 ng/dl in younger men.

    “Despite similar patterns of variation throughout the day, elderly males experienced significant blunting of peak versus trough levels, with differences in high and low values of 61–205 ng/dl (2.1–7.1 nmol/L) compared to 141–354 ng/dl (4.9–12.3 nmol/L) in younger men.”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [42] Shi, 2013, Longitudinal changes in testosterone over five years in community-dwelling men, J Clin Endocrinol Metab source

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    • cites [43] Sartorius, 2012, Serum testosterone, dihydrotestosterone and estradiol concentrations in older men self-reporting very good health: The healthy man study, Clin Endocrinol source

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    • cites [44] Wang, 2004, Measurement of total serum testosterone in adult men: Comparison of current laboratory methods versus liquid chromatography-tandem mass spectrometry, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [45] Vesper, 2009, Interlaboratory comparison study of serum total testosterone [corrected] measurements performed by mass spectrometry methods, Steroids source

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  • Premisecitation

    The European Male Aging Study identified age-related increases in symptomatic hypogonadism, with rates of 0.1% among men aged 40-49, 0.6% among 50-59, 3.2% among 60-69, and 5.1% among 70-79.

    “The European Male Aging Study (EMAS) also identified age-related increases in symptomatic hypogonadism, with rates of 0.1% among 40–49 year old men rising to 0.6% (50–59), 3.2% (60–69), and 5.1% (70–79).”
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    • cites [4] Wu, 2010, Identification of late-onset hypogonadism in middle-aged and elderly men, N Engl J Med source

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  • Premisecitation

    Numerous studies have consistently found age-dependent decreases in testosterone.

    “Numerous studies have consistently identified age-dependent decreases in T.”
    Quote in the paperNot a substantial claim0 of 6 sources checked
    • cites [35] Muehlenbein, 2010, Toward quantifying the usage costs of human immunity: Altered metabolic rates and hormone levels during acute immune activation in men, Am J Hum Biol source

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    • cites [36] Travison, 2007, The relative contributions of aging, health, and lifestyle factors to serum testosterone decline in men, J Clin Endocrinol Metab source

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    • cites [37] Yeap, 2012, Reference ranges and determinants of testosterone, dihydrotestosterone, and estradiol levels measured using liquid chromatography-tandem mass spectrometry in a population-based cohort of older men, J Clin Endocrinol Metab source

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    • cites [38] Bhasin, 2011, Reference ranges for testosterone in men generated using liquid chromatography tandem mass spectrometry in a community-based sample of healthy nonobese young men in the Framingham Heart Study and applied to three geographically distinct cohorts, J Clin Endocrinol Metab source

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    • cites [39] Feldman, 2002, 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 source

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    • cites [40] Ferrini, 1998, Sex hormones and age: A cross-sectional study of testosterone and estradiol and their bioavailable fractions in community-dwelling men, Am J Epidemiol source

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  • Premisecitation

    Men with low numbers of CAG repeats, indicating improved androgen receptor function, may have improved response rates to testosterone supplementation.

    “Men with low numbers of CAG repeats (improved AR function) may also experience improved response rates to T supplementation.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [34] Dhiman, 2011, Predictors of pilosebaceous unit responsiveness to testosterone therapy in patients with hypogonadotrophic hypogonadism, Andrologia source

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  • Premisecitation

    Studies of CAG repeats and hypogonadal symptoms found findings similar to those in men with low testosterone, including depressed mood, anxiety, impaired spermatogenesis, and loss of bone mineral density.

    “Results demonstrated findings similar to those observed in men with low T, including depressed mood, anxiety, impaired spermatogenesis, and loss of bone mineral density (BMD), among others.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [31] Mifsud, 2001, Trinucleotide (CAG) repeat polymorphisms in the androgen receptor gene: Molecular markers of risk for male infertility, Fertil Steril source

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    • cites [32] Zitzmann, 2001, The CAG repeat polymorphism in the androgen receptor gene affects bone density and bone metabolism in healthy males, Clin Endocrinol source

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    • cites [33] Schneider, 2011, Sex hormone levels, genetic androgen receptor polymorphism, and anxiety in >/=50-year-old males, J Sex Med source

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  • Classified as probably not a substantial claim. 40
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    Findingnone given

    Several factors affect measured testosterone levels, including aging, circadian rhythms, geography, genetics, lifestyle choices, comorbid conditions, and intra-individual daily variability.

    “Several factors impact measured T levels including aging, circadian rhythms, geography, genetics, lifestyle choices, comorbid conditions, and intra-individual daily variability.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    The usefulness of free testosterone relative to total testosterone is debated and should be assessed with suitable threshold values.

    “The utility of free T (fT) over total T is debatable and must be compared using appropriate threshold levels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Mass spectrometry and equilibrium dialysis are regarded as gold-standard assay techniques.

    “Among various assay techniques, mass spectrometry and equilibrium dialysis are gold standards.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Hypogonadism-specific questionnaires have limited usefulness for screening for hypogonadism.

    “Hypogonadism-specific questionnaires have limited utility in screening for hypogonadism”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Calculated empirical estimates of free testosterone are commonly used and accepted.

    “Calculated empirical estimates of fT are also commonly utilized and accepted.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Men with 5-alpha reductase inhibitor abnormalities may fail to achieve erectile function benefits from testosterone supplementation despite improvements in other testosterone-related aspects.

    “Similarly, men with 5ARI abnormalities may fail to achieve benefits with T supplementation on erectile function, despite improvements in other T-related aspects.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    The Massachusetts Male Aging Study found a persistent age-related decrease in testosterone even after controlling for obesity, chronic illness, medication use, and excessive alcohol consumption, although healthier males had attenuation of decline and 10-15% higher testosterone levels.

    “Data from the Massachusetts Male Aging Study similarly demonstrated a persistent age-related decrease in T levels even after controlling for obesity, chronic illness, medication use, and excessive alcohol consumption, although an attenuation of rate of decline and 10–15% overall higher T levels were observed among healthier males.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [37] Yeap, 2012, Reference ranges and determinants of testosterone, dihydrotestosterone, and estradiol levels measured using liquid chromatography-tandem mass spectrometry in a population-based cohort of older men, J Clin Endocrinol Metab source

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    Premisecitation

    Two additional longitudinal studies reported a 3.6-3.8 ng/dl/year decrease in total testosterone, with progressive increases in biochemically hypogonadal men: 20% over 60 years, 30% over 70 years, and 50% over 80 years.

    “Two additional longitudinal studies reported a 3.6–3.8 ng/dl/year (0.12–0.13 nmol/L/year) decrease in TT, with progressive increases in the number of men characterized as biochemically hypogonadal (defined as TT<325 ng/dl [11.3 nmol/l] or fT<2.5th percentile): 20% (>60 years), 30% (>70 years), and 50% (>80 years).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [39] Feldman, 2002, 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 source

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    • cites [40] Ferrini, 1998, Sex hormones and age: A cross-sectional study of testosterone and estradiol and their bioavailable fractions in community-dwelling men, Am J Epidemiol source

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    Interpretationnone given

    Variations in study methodology, inclusion/exclusion criteria, populations, absence of validated objective measures, and small cohorts have hindered data quality and restricted generalizability.

    “Variations in study methodology, inclusion/exclusion criteria, populations evaluated, absence of validated objective measures, and small cohorts have all hindered the quality of data obtained and restricted generalizability of findings.”
    Quote in the paperSubstantial claim
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    Premisecitation

    A longitudinal cohort of men aged 40-70 reported an estimated total testosterone decrease of 0.8% per year and free testosterone decrease of 2% per year due to increases in SHBG.

    “Data from a longitudinal cohort of men aged 40–70 years reported an estimated TT decrease of 0.8%/year, with fT decreasing by 2%/year (due to concomitant increases in SHBG).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [37] Yeap, 2012, Reference ranges and determinants of testosterone, dihydrotestosterone, and estradiol levels measured using liquid chromatography-tandem mass spectrometry in a population-based cohort of older men, J Clin Endocrinol Metab source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Circulating testosterone can act directly on tissues or be converted to estradiol or dihydrotestosterone via 5-alpha reductase.

    “Circulating T may exert a direct effect on tissues/cells, or undergo conversion to downstream hormones estradiol or dihydrotestosterone (DHT) via 5-alpha reductase (5AR).”
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    Premisecitation

    The prevalence of symptomatic hypogonadism is poorly defined, with estimates of 2.1-17% in population-based surveys of men aged 30-87 years depending on the criterion used.

    “The prevalence of symptomatic hypogonadism remains poorly defined, with estimates ranging from 2.1–17% in population-based surveys of men aged 30–87 years depending upon criterion utilized.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [2] Araujo, 2007, Prevalence of symptomatic androgen deficiency in men, J Clin Endocrinol Metab source

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    • cites [3] Liu, 2009, The prevalence of and risk factors for androgen deficiency in aging Taiwanese men, J Sex Med source

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    • cites [4] Wu, 2010, Identification of late-onset hypogonadism in middle-aged and elderly men, N Engl J Med source

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    Premisecitation

    Testosterone levels exhibit time-, sleep-, and age-dependent circadian variations.

    “T levels exhibit time, sleep, and age-dependent circadian variations.”
    Quote in the paperSubstantial claim0 of 4 sources checked
    • cites [42] Shi, 2013, Longitudinal changes in testosterone over five years in community-dwelling men, J Clin Endocrinol Metab source

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    • cites [43] Sartorius, 2012, Serum testosterone, dihydrotestosterone and estradiol concentrations in older men self-reporting very good health: The healthy man study, Clin Endocrinol source

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    • cites [44] Wang, 2004, Measurement of total serum testosterone in adult men: Comparison of current laboratory methods versus liquid chromatography-tandem mass spectrometry, J Clin Endocrinol Metab source

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    • cites [45] Vesper, 2009, Interlaboratory comparison study of serum total testosterone [corrected] measurements performed by mass spectrometry methods, Steroids source

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    Premisecitation

    Early studies comparing young men aged 25-27 with elderly men aged 71 found peak testosterone concentrations from 3-8 AM, extended to 2 PM in elderly men, and trough levels from early afternoon to late evening.

    “Early studies comparing young (mean age 25–27 years) versus elderly males (mean age 71 years) demonstrated peak T concentrations in the 3–8 AM time period (extended to 2 PM in elderly males), with trough levels noted in the early afternoon to late evening.”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [42] Shi, 2013, Longitudinal changes in testosterone over five years in community-dwelling men, J Clin Endocrinol Metab source

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    • cites [43] Sartorius, 2012, Serum testosterone, dihydrotestosterone and estradiol concentrations in older men self-reporting very good health: The healthy man study, Clin Endocrinol source

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    • cites [44] Wang, 2004, Measurement of total serum testosterone in adult men: Comparison of current laboratory methods versus liquid chromatography-tandem mass spectrometry, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [45] Vesper, 2009, Interlaboratory comparison study of serum total testosterone [corrected] measurements performed by mass spectrometry methods, Steroids source

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    Premisecitation

    Testosterone and dihydrotestosterone likely have differential roles and expression in various tissues, including prostate, skin, penis, and testicles.

    “T and DHT also likely have differential roles and expression in various tissues, including in the prostate, skin, penis, and testicles, among others.”
    Quote in the paperNot a substantial claim0 of 8 sources checked
    • cites [15] Schwartz, 1997, MK-386, an inhibitor of 5alpha-reductase type 1, reduces dihydrotestosterone concentrations in serum and sebum without affecting dihydrotestosterone concentrations in semen, J Clin Endocrinol Metab

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    • cites [24] Borst, 2014, Musculoskeletal and prostate effects of combined testosterone and finasteride administration in older hypogonadal men: A randomized, controlled trial, Am J Physiol Endocrinol Metab source

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    • cites [25] Bang, 2004, Comparative studies on level of androgens in hair and plasma with premature male-pattern baldness, J Dermatol Sci source

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    Premisecitation

    Testosterone levels at 4 PM are 20-25% lower in men aged 30-40 and 10% lower in 70-year-old men compared with levels at 8 AM.

    “In relative terms, T levels obtained at 4 PM are 20–25% lower in men aged 30–40 and 10% lower in 70 year old men compared to those received at 8 AM.”
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    • cites [46] Steinberger, 1998, Utilization of commercial laboratory results in management of hyperandrogenism in women, Endocr Pract source

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    Premisecitation

    A larger study of 1588 men over age 35 followed for 5 years found age was not an independent predictor of decreasing testosterone on multivariate analysis, while obesity, smoking, chronic medical conditions, lifestyle factors, depression, and marital status likely contributed to the decline.

    “A larger study evaluating 1588 men >age 35 years over a 5-year period found that age was not an independent predictor of decreasing T on multivariate analysis, while obesity, smoking status, chronic medical conditions, lifestyle factors, depression, and marital status all likely contributed to the observed decline.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [40] Ferrini, 1998, Sex hormones and age: A cross-sectional study of testosterone and estradiol and their bioavailable fractions in community-dwelling men, Am J Epidemiol source

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    Premisecitation

    Circulating testosterone is predominantly bound to sex hormone binding globulin and albumin, with small percentages freely circulating or bound to corticosteroid binding globulin.

    “Circulating T is predominantly bound to sex hormone binding globulin (SHBG) and albumin, with small percentages freely circulating or associated with corticosteroid binding globulin.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10] Mazer, 2009, A novel spreadsheet method for calculating the free serum concentrations of testosterone, dihydrotestosterone, estradiol, estrone and cortisol: With illustrative examples from male and female populations, Steroids source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The number of patients diagnosed and treated for hypogonadism over the past decade has increased significantly, with an exponential rise in prescribed testosterone in many developed countries.

    “the number of patients diagnosed and treated for hypogonadism over the past decade has increased significantly, with an exponential rise in prescribed T in many developed countries.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [5] Spitzer, 2013, Risks and benefits of testosterone therapy in older men, Nat Rev Endocrinol source

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    • cites [6] Baillargeon, 2013, Trends in androgen prescribing in the United States, 2001 to 2011, JAMA Intern Med source

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    • cites [7] Handelsman, 2013, Global trends in testosterone prescribing, 2000–2011: Expanding the spectrum of prescription drug misuse, Med J Aust source

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    Premisecitation

    A larger analysis of 3690 community-dwelling elderly males with mean age 77 found similar mean testosterone levels among those describing excellent or very good health compared with the overall cohort, suggesting subjective health may not be a significant factor for testosterone levels.

    “A larger analysis (n=3690) of community-dwelling, elderly males (mean age 77 years) which demonstrated similar mean T levels (406 vs 378 ng/dl [14.1 vs 13.1 nmol/L]) among those describing excellent or very good health compared to the overall cohort, suggesting that subjective assessment of overall health may not represent a significant factor for T levels.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [35] Muehlenbein, 2010, Toward quantifying the usage costs of human immunity: Altered metabolic rates and hormone levels during acute immune activation in men, Am J Hum Biol source

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  • Classified as probably not a substantial claim.

    Interpretationnone given

    The role of hypogonadism-specific questionnaires as objective endpoints for quantifying symptoms is still unclear.

    “their role as objective end-points for quantifying symptoms remains unclear”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given

    Diagnosis and treatment of hypogonadism face challenges including variability in testosterone assays, lack of consensus on normal testosterone levels, and poor objective measures for symptoms and therapeutic benefit.

    “Several challenges exist in the diagnosis and treatment of hypogonadism including variability in T assays, lack of consensus on normal T levels, and poor objective measures for symptom assessment and therapeutic benefit.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Men with normal testosterone levels and dysfunctional androgen receptors may have hypogonadal symptoms unresponsive to testosterone supplementation, while men with low testosterone and increased androgen receptor activity may show no testosterone deficiency findings.

    “While men with normal T levels and dysfunctional ARs may experience hypogonadal symptoms which are unresponsive to T supplementation, men with low T and increased AR activity may exhibit no findings of T deficiency.”
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    Premisecitation

    Estradiol, dihydrotestosterone, and 3-alpha androstanediol have established roles in reproductive, bone, hepatic, renal, cardiovascular, dermatologic, prostatic, penile, and central nervous system functions.

    “Estradiol, DHT, and the DHT product, 3-alpha androstanediol have established roles in reproductive, bone, hepatic, renal, cardiovascular, dermatologic, prostatic, penile, and central nervous system functions, among others.”
    Quote in the paperNot a substantial claim0 of 10 sources checked
    • cites [11] Carani, 1997, Effect of testosterone and estradiol in a man with aromatase deficiency, N Engl J Med source

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    • cites [13] Melcangi, 1999, Steroid metabolism and effects in central and peripheral glial cells, J Neurobiol source

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    • cites [14] Andersson, 1990, Structural and biochemical properties of cloned and expressed human and rat steroid 5 alpha-reductases, Proc Natl Acad Sci U S A source

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    • cites [15] Schwartz, 1997, MK-386, an inhibitor of 5alpha-reductase type 1, reduces dihydrotestosterone concentrations in serum and sebum without affecting dihydrotestosterone concentrations in semen, J Clin Endocrinol Metab

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    • cites [16] Thigpen, 1993, Tissue distribution and ontogeny of steroid 5 alpha-reductase isozyme expression, J Clin Invest source

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    • cites [17] Kim, 2002, Expression of the androgen receptor and 5 alpha-reductase type 2 in the developing human fetal penis and urethra, Cell Tissue Res source

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    • cites [18] Amory, 2007, The effect of 5alpha-reductase inhibition with dutasteride and finasteride on semen parameters and serum hormones in healthy men, J Clin Endocrinol Metab source

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    • cites [19] Traish, 2007, Testosterone and erectile function: From basic research to a new clinical paradigm for managing men with androgen insufficiency and erectile dysfunction, Eur Urol source

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    • cites [20] Traish, 2006, Are androgens critical for penile erections in humans? Examining the clinical and preclinical evidence, J Sex Med source

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    Premisecitation

    Pre-adolescent and adolescent males showed genetic contribution rates of 52-66%, with the remaining percentage due to environmental factors.

    “Pre-adolescent and adolescent males demonstrated genetic contribution rates of 52–66%, with the remaining percentage due to various environmental factors.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [53] Orwoll, 2010, Evidence for geographical and racial variation in serum sex steroid levels in older men, J Clin Endocrinol Metab source

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    • cites [54] Brambilla, 2007, Intraindividual variation in levels of serum testosterone and other reproductive and adrenal hormones in men, Clin Endocrinol source

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  • May combine two claims.

    Premisecitation

    Among men with testosterone below 250 ng/dl on the first assay, only 40% were confirmed to have a mean testosterone below 250 ng/dl over six visits, and 20% averaged above 300 ng/dl.

    “Of interest, among men found to have T < 250 ng/dl (8.7 nmol/L) on the first assay, only 40% were confirmed to have a mean T < 250 ng/dl (8.7 nmol/L) over the six visits, with 20% averaging > 300 ng/dl (10.4 nmol/L).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [67] Ruhayel, 2007, Seasonal variation in serum concentrations of reproductive hormones and urinary excretion of 6-sulfatoxymelatonin in men living north and south of the Arctic Circle: A longitudinal study, Clin Endocrinol source

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    Interpretationcitation

    Genetic heritability likely accounts for a significant portion of mean testosterone levels in a select population and of observed diurnal variations.

    “Genetic heritability likely accounts for a significant portion of mean T levels in a select population as well as observed diurnal variations.”
    Quote in the paperNot a substantial claim0 of 5 sources checked
    • cites [53] Orwoll, 2010, Evidence for geographical and racial variation in serum sex steroid levels in older men, J Clin Endocrinol Metab source

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    • cites [54] Brambilla, 2007, Intraindividual variation in levels of serum testosterone and other reproductive and adrenal hormones in men, Clin Endocrinol source

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    • cites [55] Morley, 2002, Evaluation of assays available to measure free testosterone, Metabolism source

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    • cites [56] Corona, 2013, Body weight loss reverts obesity-associated hypogonadotropic hypogonadism: A systematic review and meta-analysis, Eur J Endocrinol source

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    • cites [57] Khoo, 2013, Comparing effects of low- and high-volume moderate-intensity exercise on sexual function and testosterone in obese men, J Sex Med source

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  • May combine two claims.

    Interpretationreasoning

    The effect of seasonal variation on testosterone levels remains controversial, with no definitive evidence available.

    “The effect of seasonal variation on T levels remains controversial, with no definitive evidence available at the present time.”
    Quote in the paperNot a substantial claim0 of 5 sources checked
    • cites [59] Ahtiainen, 2004, Acute hormonal responses to heavy resistance exercise in strength athletes versus nonathletes, Can J Appl Physiol source

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    • cites [60] Cadore, 2008, Hormonal responses to resistance exercise in long-term trained and untrained middle-aged men, J Strength Cond Res source

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    • cites [61] Svartberg, 2003, The associations of age, lifestyle factors and chronic disease with testosterone in men: The Tromso Study, Eur J Endocrinol source

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    • cites [62] Ponholzer, 2005, Relationship between testosterone serum levels and lifestyle in aging men, Aging Male source

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    • cites [63] Field, 1994, The relation of smoking, age, relative weight, and dietary intake to serum adrenal steroids, sex hormones, and sex hormone-binding globulin in middle-aged men, J Clin Endocrinol Metab

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Contemporary assay techniques for total testosterone include immunoassays and mass spectrometry.

    “Contemporary assay techniques to assess TT include immunoassays and mass spectrometry (MS).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Because of simplicity, ease of use, and high throughput, immunoassays were widely adopted in clinical practice, and most total testosterone reference ranges were established using them.

    “Given their simplicity, ease of use, and high-throughput, immunoassays (IA) were widely adopted in clinical practice, with the majority of TT reference ranges established using these techniques.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [82] Ahokoski, 1998, Biological day-to-day variation and daytime changes of testosterone, follitropin, lutropin and oestradiol-17beta in healthy men, Clin Chem Lab Med source

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    • cites [83] Valero-Politi, 1993, Within- and between-subject biological variations of follitropin, lutropin, testosterone, and sex-hormone-binding globulin in men, Clin Chem source

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  • May combine two claims.

    Premisecitation

    In 25 young men with upper respiratory infections, serial testosterone assessments showed a transient mean 10% decline during the acute phase, with reductions up to 30% in a select cohort.

    “Results demonstrated a transient mean 10% decline in T during the acute phase of the illness, with reductions of up to 30% in a select cohort of patients.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81] Meikle, 1985, Familial factors affecting prostatic cancer risk and plasma sex-steroid levels, Prostate source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Other studies have confirmed increasing testosterone levels during sleep and progressive reductions during waking hours.

    “Other studies have confirmed increasing levels of T during sleep, with progressive reductions in T during waking hours.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [48] Brambilla, 2009, The effect of diurnal variation on clinical measurement of serum testosterone and other sex hormone levels in men, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Compared with aerobic activity, resistance exercise likely produces greater testosterone improvements, with untrained men having larger increases than those routinely performing resistance exercise.

    “Compared to aerobic activity, resistance exercise likely results in greater improvements in T, with untrained men experiencing larger increases compared to those routinely performing resistance exercises.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [73] Crawford, 2007, The association of time of day and serum testosterone concentration in a large screening population, BJU Int source

      Not checked in the free run.

    • cites [74] Diver, 2003, Diurnal rhythms of serum total, free and bioavailable testosterone and of SHBG in middle-aged men compared with those in young men, Clin Endocrinol source

      Not checked in the free run.

    • cites [75] Axelsson, 2005, Effects of acutely displaced sleep on testosterone, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    A 4-5 point increase in BMI is roughly equivalent to a 10-year decline in testosterone, while weight loss directly correlates with increasing testosterone.

    “A 4–5 point increase in BMI is roughly equivalent to a 10-year decline in T, while weight loss directly correlates with increasing T.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [68] Nicolau, 1984, Circadian and circannual rhythms of hormonal variables in elderly men and women, Chronobiol Int source

      Not checked in the free run.

    • cites [71] Plymate, 1989, Circadian variation in testosterone, sex hormone-binding globulin, and calculated non-sex hormone-binding globulin bound testosterone in healthy young and elderly men, J Androl source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Based on one sample, 95% confidence limits were 65-153% of the obtained value, while averaging two and three measurements reduced the limit by 30% and 43%, respectively.

    “Based on one sample obtained, 95% confidence limits were calculated at 65–153% of the value obtained, while the average of two and three measurements reduced the limit by 30% and 43%, respectively.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [67] Ruhayel, 2007, Seasonal variation in serum concentrations of reproductive hormones and urinary excretion of 6-sulfatoxymelatonin in men living north and south of the Arctic Circle: A longitudinal study, Clin Endocrinol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Obesity and testosterone are inversely correlated, with increasing obesity causing progressive impairments in gonadotropins and testosterone.

    “Obesity and T are inversely correlated, with increasing obesity resulting in progressive impairments in gonadotropins and T.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [69] Brambilla, 2007, Lack of seasonal variation in serum sex hormone levels in middle-aged to older men in the Boston area, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [70] Martikainen, 1985, Circannual concentrations of melatonin, gonadotrophins, prolactin and gonadal steroids in males in a geographical area with a large annual variation in daylight, Acta Endocrinol

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Both acute and chronic disease states are associated with decreasing testosterone levels.

    “Both acute and chronic disease states are associated with decreasing T levels.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81] Meikle, 1985, Familial factors affecting prostatic cancer risk and plasma sex-steroid levels, Prostate source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Adult male studies confirmed similar findings, with genetic contribution to testosterone variability of 42-65%.

    “Results of adult males have confirmed similar findings, with genetic contribution towards T variability of 42–65%.”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [47] Sartorius, 2009, Predictive accuracy and sources of variability in calculated free testosterone estimates, Ann Clin Biochem source

      Not checked in the free run.

    • cites [55] Morley, 2002, Evaluation of assays available to measure free testosterone, Metabolism source

      Not checked in the free run.

    • cites [56] Corona, 2013, Body weight loss reverts obesity-associated hypogonadotropic hypogonadism: A systematic review and meta-analysis, Eur J Endocrinol source

      Not checked in the free run.

    • cites [57] Khoo, 2013, Comparing effects of low- and high-volume moderate-intensity exercise on sexual function and testosterone in obese men, J Sex Med source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    SHBG, free testosterone, and bioavailable testosterone also show similar circadian variations, with SHBG peaking in the afternoon.

    “SHBG, fT, and bioavailable T also exhibit similar circadian variations, with SHBG peaking in the afternoon hours.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [42] Shi, 2013, Longitudinal changes in testosterone over five years in community-dwelling men, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [45] Vesper, 2009, Interlaboratory comparison study of serum total testosterone [corrected] measurements performed by mass spectrometry methods, Steroids source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    After adjustment for age and body-mass index, testosterone levels were 16% higher in men living in Hong Kong and Japan, while Asian men living in the US had levels similar to other US residents; no differences were noted based on ethnicity alone.

    “With adjustment for age and body-mass index, T levels were 16% higher in men living in Hong Kong and Japan, while Asian men living in the US were found to have similar levels to other US residents. No differences were noted in T levels based on ethnicity alone.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [52] Ring, 2005, Heritability of plasma sex hormones and hormone binding globulin in adult male twins, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Lifestyle factors are independently associated with variations in testosterone levels and account for a percentage of the observed age-associated decline in testosterone.

    “Lifestyle factors are independently associated with variations in T levels and account for a percentage of the observed age-associated decline in T.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [68] Nicolau, 1984, Circadian and circannual rhythms of hormonal variables in elderly men and women, Chronobiol Int source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    A meta-analysis of weight loss studies found mean testosterone increases of 83 ng/dl with diet alone and 252 ng/dl with bariatric surgery, with greater improvements after bariatric surgery attributed to more extensive weight loss.

    “A meta-analysis of studies reviewing the effect of weight loss on T demonstrated mean T increases of 83 ng/dl (diet alone [2.9 nmol/L]) and 252 ng/dl (bariatric surgery [8.7 nmol/L]), with greater improvements in bariatric surgery attributed to the more extensive weight loss achieved.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [71] Plymate, 1989, Circadian variation in testosterone, sex hormone-binding globulin, and calculated non-sex hormone-binding globulin bound testosterone in healthy young and elderly men, J Androl source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a study of 1072 men comparing estimates with assay-determined bioavailable testosterone, total testosterone had high predictability (r2=0.68) and was better than other tested modalities for determining biochemical hypogonadism (AUC: total testosterone 0.93, FAI 0.72, Nanjee and Wheeler 0.91, Vermeulen 0.88).

    “Results demonstrated high predictability using TT (r2=0.68), with TT being better than other tested modalities for determining biochemical hypogonadism (area under receiver operative curve; TT=0.93, FAI=0.72, Nanjee and Wheeler calculation=0.91, Vermeulen calculation=0.88).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [106] Hammes, 2005, Role of endocytosis in cellular uptake of sex steroids, Cell source

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    Even though mass spectrometry is recognized as a reference technique, its reliability depends on regular calibration maintenance, which is labor intensive and limits consistently high throughput without deterioration.

    “And despite the recognition of MS as a reference technique, the reliability of results depends upon regular calibration maintenance, which is labor intensive and limits the ability to achieve consistently high throughputs without deterioration.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Free testosterone is measured either through direct assays or indirectly through several published calculations.

    “Free T is measured either through direct assays or indirectly via several different published calculations.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Comparing immunoassays with gold-standard mass spectrometry, reported variability ranges from −14.1% to +19.2% overall and from −40% to +40% among samples below 100 ng/dl.

    “In comparing IA to the gold-standard MS, reported variability ranges from −14.1% to +19.2% in samples overall and −40% to +40% among samples <100 ng/dl (3.5 nmol/L).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [86] Nanjee, 1985, Plasma free testosterone—is an index sufficient?, Ann Clin Biochem source

      Not checked in the free run.

    • cites [87] Sodergard, 1982, Calculation of free and bound fractions of testosterone and estradiol-17 beta to human plasma proteins at body temperature, J Steroid Biochem source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Current Endocrine Society guidelines recommend measuring free testosterone in men with low-normal total testosterone in whom SHBG alterations are suspected, with low values established within each laboratory.

    “Current Endocrine Society guidelines recommend measuring fT in men with low-normal TT levels in whom SHBG alterations are suspected with low values established within each laboratory.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Bhasin, 2010, Testosterone therapy in men with androgen deficiency syndromes: An Endocrine Society clinical practice guideline, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Numerous estimating equations have been described, including bioavailable testosterone, free androgen index, and free testosterone index (Vermeulen method), with results suggesting high correlations with direct assays.

    “Numerous estimating equations have been described in the literature including bioavailable T (non-SHBG bound T), free androgen index (FAI; 100T/SHBG), and free T index (Vermeulen method), among others, with results suggesting high correlations to direct assays.”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [102] Almeida, 2008, Low free testosterone concentration as a potentially treatable cause of depressive symptoms in older men, Arch Gen Psychiatry source

      Not checked in the free run.

    • cites [103] Brand, 2011, Testosterone, sex hormone-binding globulin and the metabolic syndrome: A systematic review and meta-analysis of observational studies, Int J Epidemiol source

      Not checked in the free run.

    • cites [104] Coviello, 2012, A genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple loci implicated in sex steroid hormone regulation, PLoS Genet source

      Not checked in the free run.

    • cites [105] Vanbillemont, 2009, Polymorphisms of the SHBG gene contribute to the interindividual variation of sex steroid hormone blood levels in young, middle-aged and elderly men, Clin Endocrinol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Like total testosterone, free testosterone is influenced by diurnal variations and is inversely associated with age and BMI.

    “As with TT, fT is influenced by diurnal variations and is inversely associated with age and BMI.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [45] Vesper, 2009, Interlaboratory comparison study of serum total testosterone [corrected] measurements performed by mass spectrometry methods, Steroids source

      Not checked in the free run.

    • cites [68] Nicolau, 1984, Circadian and circannual rhythms of hormonal variables in elderly men and women, Chronobiol Int source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Free testosterone is a better indicator in young males than in elderly men, suggesting that the age-associated increase in SHBG may further reduce free testosterone specificity.

    “Free T is also better indicator in young males as compared to elderly men, suggesting that the age-associated increase in SHBG may further reduce the specificity of fT.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [2] Araujo, 2007, Prevalence of symptomatic androgen deficiency in men, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [98] Bhasin, 2008, The impact of assay quality and reference ranges on clinical decision making in the diagnosis of androgen disorders, Steroids source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a community-based sample of 3690 elderly men with mean age 77, calculated free testosterone levels were 24.2 pg/ml, while a separate cohort reporting excellent or very good health had 29.9 pg/ml.

    “In a community-based sample of 3,690 elderly men (mean age 77), calculated fT levels were 24.2 pg/ml (83.9 pmol/L), with a separate cohort identifying themselves as being in excellent or very good health reported at 29.9 pg/ml (103.7 pmol/L).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [35] Muehlenbein, 2010, Toward quantifying the usage costs of human immunity: Altered metabolic rates and hormone levels during acute immune activation in men, Am J Hum Biol source

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    These findings suggest total testosterone may be a better indicator of hypogonadism except in borderline-low total testosterone, where calculated free testosterone or bioavailable testosterone may help confirm diagnosis.

    “These findings suggest that TT may be a better indicator of hypogonadism, except in cases of borderline-low TT, where calculated fT or bioavailable T may help to confirm a diagnosis.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Combined guidelines from ASA, EAA, EAU, ISA, and ISSAM recommend obtaining free testosterone in men with total testosterone 231-346 ng/dl, with a suggested lower normal threshold of 65 pg/ml.

    “The combined guidelines from the ASA, EAA, EAU, ISA, and ISSAM similarly recommend obtaining fT levels in men with TT 231–346ng/dl (8–12 nmol/L), with a suggested threshold of 65 pg/ml (225.4 pmol/L) established as the lower range of normal.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationcitation

    The clinical relevance of total versus free testosterone is controversial, with many suggesting free testosterone is more appropriate because SHBG varies with aging, acute and chronic diseases, hormonal alterations, obesity, and normal diurnal rhythms.

    “The clinical relevance of TT compared to fT is controversial, with many suggesting that fT is a more appropriate measure of hypogonadism due to SHBG variations occurring with aging, acute/chronic diseases, hormonal alterations, obesity, and normal diurnal rhythms.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [95] Vesper, 2010, Standardization of testosterone measurements in humans, J Steroid Biochem Mol Biol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Limitations of equilibrium dialysis include increased expense, dependence on total testosterone accuracy, and variations from radiotracer impurities, temperature control, and sample dilution.

    “Limitations with this technique include increased expense, dependence on TT accuracy, and variations created by radiotracer impurities, temperature control, and sample dilution, among others.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [83] Valero-Politi, 1993, Within- and between-subject biological variations of follitropin, lutropin, testosterone, and sex-hormone-binding globulin in men, Clin Chem source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Many studies are hindered by heterogeneity in the definition of low free testosterone (50-65 pg/ml), and increasing the threshold for low free testosterone raises sensitivity and reduces specificity compared with total testosterone.

    “However, many of these studies are hindered by heterogeneity in the definition for low fT (50–65 pg/ml [173.4–225.4 pmol/L]), with increases in the threshold for low fT resulting in higher sensitivity and reduced specificity when compared to TT.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [2] Araujo, 2007, Prevalence of symptomatic androgen deficiency in men, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Given the observation of cellular uptake of SHBG-bound testosterone, the optimal method for diagnosing hypogonadism is unclear and the purported advantages of free over total testosterone are in question.

    “Given this observation, the optimal method for diagnosing hypogonadism is unclear with the purported advantages of fT over TT currently in question.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Findings from studies using total testosterone to diagnose hypogonadism should not necessarily be extrapolated to specific free testosterone thresholds, and vice versa.

    “Similarly, it is important to recognize that findings of studies which utilize TT to diagnose hypogonadism should not necessarily be extrapolated to suggest that similar results can be expected using specific fT thresholds, and vice-versa.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Endocrine Society guidelines agree on a lower total testosterone threshold for therapeutic consideration of 280-300 ng/dl.

    “Similarly, guidelines by the Endocrine Society have agreed upon a lower TT threshold for therapeutic consideration at 280–300 ng/dl (9.7–10.4 nmol/L).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Bhasin, 2010, Testosterone therapy in men with androgen deficiency syndromes: An Endocrine Society clinical practice guideline, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Both free and total testosterone are equally associated with BMI, erectile dysfunction, and decreased libido.

    “Both fT and TT are equally associated with BMI, ED, and decreased libido.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [70] Martikainen, 1985, Circannual concentrations of melatonin, gonadotrophins, prolactin and gonadal steroids in males in a geographical area with a large annual variation in daylight, Acta Endocrinol

      Not checked in the free run.

    • cites [76] Rohrmann, 2007, Serum estrogen, but not testosterone, levels differ between black and white men in a nationally representative sample of Americans, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    SHBG polymorphisms directly affect the expression and variability of SHBG itself as well as systemic free testosterone and estradiol.

    “Similar to findings with the AR gene, SHBG polymorphisms also directly impact the expression and variability of SHBG itself as well as systemic fT and E2.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [99] Dunn, 1981, Transport of steroid hormones: Binding of 21 endogenous steroids to both testosterone-binding globulin and corticosteroid-binding globulin in human plasma, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [100] Hammond, 2012, Evolving utility of sex hormone-binding globulin measurements in clinical medicine, Curr Opin Endocrinol Diabetes Obes source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    There is currently no consensus on accepted lower testosterone limits or established reference intervals.

    “Currently, there is no consensus as to the accepted lower T limits or established reference intervals.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [92] Albrecht, 2007, Laboratory testing of gonadal steroids in children, Pediatr Endocrinol Rev

      Not checked in the free run.

    • cites [93] Wierman, 2006, Androgen therapy in women: An Endocrine Society clinical practice guideline, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    The current gold-standard method to measure free testosterone is equilibrium dialysis, which achieves differential passage of free testosterone through a low molecular weight semi-permeable membrane.

    “Currently, the gold-standard method to measure fT is equilibrium dialysis, which achieves differential passage of fT via a low molecular weight semi-permeable membrane.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    In the largest study evaluating predictive accuracy of free testosterone calculations, Sartorius and colleagues concluded that empirical methods (Ly, Sartorius) are most concordant, while other estimations (Vermeulen, Nanjee and Wheeler, Sodergard) overestimate the true value.

    “In the largest study evaluating predictive accuracy of fT calculations, Sartorius and colleagues concluded that empirical methods (Ly, Sartorius) of calculated fT are most concordant, with other estimations (Vermeulen, Nanjee and Wheeler, Sodergard) resulting in overestimation of the true value.”
    Quote in the paperSubstantial claim0 of 5 sources checked
    • cites [102] Almeida, 2008, Low free testosterone concentration as a potentially treatable cause of depressive symptoms in older men, Arch Gen Psychiatry source

      Not checked in the free run.

    • cites [103] Brand, 2011, Testosterone, sex hormone-binding globulin and the metabolic syndrome: A systematic review and meta-analysis of observational studies, Int J Epidemiol source

      Not checked in the free run.

    • cites [104] Coviello, 2012, A genome-wide association meta-analysis of circulating sex hormone-binding globulin reveals multiple loci implicated in sex steroid hormone regulation, PLoS Genet source

      Not checked in the free run.

    • cites [105] Vanbillemont, 2009, Polymorphisms of the SHBG gene contribute to the interindividual variation of sex steroid hormone blood levels in young, middle-aged and elderly men, Clin Endocrinol source

      Not checked in the free run.

    • cites [107] Morris, 2004, A mathematical comparison of techniques to predict biologically available testosterone in a cohort of 1072 men, Eur J Endocrinol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Additional factors that may account for variability include specimen handling and preparation, calibration methods, specimen commutability, and interference from matrix material used to store and transport testosterone preparations.

    “Additional factors, which may account for variability of results include specimen handling and preparation, calibration methods utilized, specimen commutability, and interference from the matrix material used to store and transport sample T preparations.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [83] Valero-Politi, 1993, Within- and between-subject biological variations of follitropin, lutropin, testosterone, and sex-hormone-binding globulin in men, Clin Chem source

      Not checked in the free run.

    • cites [89] Ly, 2005, Empirical estimation of free testosterone from testosterone and sex hormone-binding globulin immunoassays, Eur J Endocrinol source

      Not checked in the free run.

    • cites [90] Carvalho, 2012, The coming of age of liquid chromatography coupled to tandem mass spectrometry in the endocrinology laboratory, J Chromatogr B source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Currently available hypogonadism questionnaires are not suitable as screening modalities or as surrogates for hormonal testing.

    “Given the variable sensitivities, specificities, inconsistent correlations with biochemical hormonal parameters, and inability to reliably track outcomes with T supplementation, currently available questionnaires are not suitable as screening modalities or as surrogates for hormonal testing.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [1] Bhasin, 2010, Testosterone therapy in men with androgen deficiency syndromes: An Endocrine Society clinical practice guideline, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [92] Albrecht, 2007, Laboratory testing of gonadal steroids in children, Pediatr Endocrinol Rev

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    In Vigen et al., although a higher rate of adverse events was identified in the testosterone supplementation group after statistical manipulation of raw data, the wide discrepancy in groupings makes it unclear whether that group had a higher baseline risk and whether lower testosterone was an indirect indicator of overall comorbid burden.

    “Although the authors identified a higher rate of AEs in the T supplementation group (after statistical manipulation of the raw data), given the wide discrepancy in groupings, it is unclear if this group represented men with a higher baseline risk for subsequent events and that a lower T in this group was an indirect indicator of their overall comorbid burdens (despite lower ages).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [129] Vigen, 2013, Association of testosterone therapy with mortality, myocardial infarction, and stroke in men with low testosterone levels, JAMA source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Community-based, military conscript, or similar trials likely yield significant differences in sampling compared with populations common to urologic practices, including men with sexual dysfunction, infertility, or other urologic conditions.

    “Community-based, military conscript, or similar trials will likely yield significant differences in sampling when compared to populations common to urologic practices, including those with sexual dysfunction, infertility, or other urologic conditions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    To date, no study has compared this new technique with more established empirical methods (Ly, Sartorius).

    “To date, no study has compared this new technique with more established empirical methods (Ly, Sartorius).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Corona and colleagues' meta-analysis of testosterone supplementation on erectile function found improvements in men with lower baseline testosterone and no benefits for treatment of eugonadal men.

    “This observation was highlighted by Corona and colleagues who performed a meta-analysis of the effects of T supplementation on erectile function and noted improvements in men with lower baseline T levels and no benefits for treatment of eugonadal men.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [132] Corona, 2014, Testosterone supplementation and sexual function: A meta-analysis study, J Sex Med source

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Findings suggest reduced responsiveness of the hypothalamic-pituitary-gonadal axis in elderly males, which must be accounted for when comparing studies of men of differing ages.

    “Findings suggested reduced responsiveness of the hypothalamic-pituitary-gonadal axis in elderly males, an effect, which must be accounted for in comparing studies of men with differing ages.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [128] Tenover, 1991, The effects of normal aging on the response of the pituitary-gonadal axis to chronic clomiphene administration in men, J Androl source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    An observational series of 1031 male veterans with hypogonadism found a significant association between low testosterone and overall mortality, and testosterone supplementation was associated with improved survival.

    “A commonly cited observational series involved 1031 male veterans with hypogonadism receiving T supplementation compared against those not receiving treatment.123 Results demonstrated a significant association between low T and overall mortality, while those who received T supplementation were shown to have improved survival.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [123] Shores, 2012, Testosterone treatment and mortality in men with low testosterone levels, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    The population studied significantly impacts outcomes, including study setting, participant age and comorbidities, biochemical definition of hypogonadism, and use of specific populations.

    “The population studied has a significant impact on outcomes, including the study setting, participant age and comorbidities, biochemical definition of hypogonadism, and the use of specific populations.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Obesity, diabetes mellitus, metabolic syndrome, depression, and other comorbid conditions have marked effects on testosterone levels and on the impact of supplementation.

    “Obesity, DM, MetS, depression and other comorbid conditions have marked effects on T levels and impact of supplementation.40”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [40] Ferrini, 1998, Sex hormones and age: A cross-sectional study of testosterone and estradiol and their bioavailable fractions in community-dwelling men, Am J Epidemiol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In Vigen et al., groupings were not matched for age or testosterone levels.

    “Additionally, groupings were not matched for age or T levels.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [129] Vigen, 2013, Association of testosterone therapy with mortality, myocardial infarction, and stroke in men with low testosterone levels, JAMA source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    The date of record sampling is relevant because most laboratories assessing testosterone before 2005 likely used enzyme immunoassay or radioimmunoassay rather than mass spectrometry.

    “Similarly, the date of record sampling is relevant, particularly given that the majority of laboratories assessing T prior to 2005 would have likely used EIA or RIA rather than MS.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Most laboratories assessing testosterone before 2005 used enzyme immunoassay or radioimmunoassay rather than mass spectrometry.
  • May combine two claims.

    Premisecitation

    Some randomized controlled trials show modest improvements in questionnaire scales after testosterone administration, while others fail to find consistent associations.

    “Although select RCTs have demonstrated modest improvements in scales following T administration, others have failed to identify consistent associations.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [119] Emmelot-Vonk, 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, Clin Endocrinol source

      Not checked in the free run.

    • cites [121] Ho, 2012, A randomized, double-blind, placebo-controlled trial on the effect of long-acting testosterone treatment as assessed by the Aging Male Symptoms scale, BJU Int source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Available hypogonadism questionnaires correlate with aging and diabetes mellitus, but their associations with total and free testosterone are variable.

    “Available questionnaires demonstrate correlations with aging and DM with variable associations noted with TT and fT levels.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [115] Morley, 2006, Comparison of screening questionnaires for the diagnosis of hypogonadism, Maturitas source

      Not checked in the free run.

    • cites [118] Spetz, 2007, Testosterone correlated to symptoms of partial androgen deficiency in aging men (PADAM) in an elderly Swedish population, Menopause source

      Not checked in the free run.

    • cites [119] Emmelot-Vonk, 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, Clin Endocrinol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The MMAS and ANDROTEST questionnaires have better specificity (53-65%) but lower sensitivity (60-71%).

    “The MMAS and ANDROTEST questionnaires exhibit improved specificity (53–65%), with loss of overall sensitivity (60–71%).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [111] Smith, 2000, Construction and field validation of a self-administered screener for testosterone deficiency (hypogonadism) in ageing men, Clin Endocrinol source

      Not checked in the free run.

    • cites [114] Corona, 2006, ANDROTEST: A structured interview for the screening of hypogonadism in patients with sexual dysfunction, J Sex Med source

      Not checked in the free run.

    • cites [115] Morley, 2006, Comparison of screening questionnaires for the diagnosis of hypogonadism, Maturitas source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Studies using lower testosterone values for inclusion criteria are more likely to demonstrate improved outcomes with testosterone supplementation, while those including men with higher baseline testosterone may falsely conclude no effect of therapy.

    “Given these findings, studies utilizing lower T values for inclusion criteria are more likely to demonstrate improved outcomes with T supplementation, while those including men with higher baseline T may falsely conclude no effect of therapy.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Overall variability was only minimally influenced by the calculated free testosterone algorithm used (14%), while different total testosterone and SHBG assays accounted for 82% and 4% of observed variance, respectively.

    “Of interest, overall variability was only minimally influenced by the calculated fT algorithm utilized (14% of variability), while the different TT and SHBG assays accounted for 82% and 4% of observed variance, respectively.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [107] Morris, 2004, A mathematical comparison of techniques to predict biologically available testosterone in a cohort of 1072 men, Eur J Endocrinol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Different testosterone thresholds may exist for different symptoms including libido, erectile function, muscle anabolism, bone turnover, and adipogenesis, and supplementation beyond a set threshold likely has declining efficacy for that variable.

    “As different T thresholds may exist for different symptoms including libido, erectile function, muscle anabolism, bone turnover, and adipogenesis, supplementation beyond a set threshold likely has declining efficacy for that variable.130, 131”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [130] Finkelstein, 2013, Gonadal steroids and body composition, strength, and sexual function in men, N Engl J Med source

      Not checked in the free run.

    • cites [131] Snyder, 1999, Effect of testosterone treatment on bone mineral density in men over 65 years of age, J Clin Endocrinol Metab

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Heinemann and colleagues found significant similarities and compatibility among the AMS, ADAM, and MMAS instruments, with no scale superior.

    “In comparing the AMS, ADAM, and MMAS questionnaires, Heinemann and colleagues noted significant similarities and compatibility among instruments, with no one scale demonstrating superiority.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [120] Heinemann, 2004, Can results of the Aging Males' Symptoms (AMS) scale predict those of screening scales for androgen deficiency?, Aging Male source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Comparisons between treatment and control groups must be appropriately matched to reduce errors in data interpretation.

    “Additionally, comparisons between treatment and control groups must be appropriately matched to reduce errors in data interpretation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    Potential beneficial and harmful effects of testosterone supplementation are time-dependent and may not be observed in trials of insufficient duration.

    “Potential beneficial and harmful effects of T supplementation are time-dependent and may not be observed in trials of insufficient duration.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Many hypogonadism publications are performed in specialized populations, and their outcomes are not necessarily generalizable to other populations.

    “Many hypogonadism publications are performed in specialized populations, with outcomes reported specifically for that cohort. Outcomes are not necessarily generalizable to other populations, and caution should be observed in extrapolating findings.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationnone given

    Conclusions may only be based on outcomes presented and are limited by the statistical power of the study design.

    “Conclusions may only be based on outcomes presented and are limited by the statistical power of the study design.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationnone given

    Retrospective and uncontrolled prospective studies are unable to establish causative relationships and are of lesser value than randomized controlled trials and meta-analyses of randomized controlled trials.

    “From an evidence-based perspective, retrospective and uncontrolled prospective studies are unable to establish causative relationships and are of lesser value than RCTs and meta-analyses of RCTs.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    The methodology for adverse event reporting is an important aspect of study design and may impact the rate of adverse events identified.

    “The methodology for AE reporting is an important aspect of study design and may impact the rate of AEs identified.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    A comparative analysis between paper-based journal meta-analyses and Cochrane reviews demonstrated significant heterogeneity in the quality of published systematic reviews, with relatively poor adherence to sound methodological principles in the majority of non-Cochrane reviews.

    “A comparative analysis between paper-based journal meta-analyses and the more rigorous Cochrane reviews demonstrated significant heterogeneity in the quality of published systematic reviews with relatively poor adherence to sound methodological principles with the majority of non-Cochrane reviews.140”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [140] Jadad, 1998, Methodology and reports of systematic reviews and meta-analyses: A comparison of Cochrane reviews with articles published in paper-based journals, JAMA source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Common testosterone therapies normalize total testosterone to eugonadal levels in approximately 75-85% of men, indicating a 15-25% rate of suboptimal response.

    “Common T therapies result in normalization of TT to eugonadal levels in approximately 75–85% of men, indicating a 15–25% rate of suboptimal response.138, 139”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [138] Kaufman, 2011, Efficacy and safety study of 1.62% testosterone gel for the treatment of hypogonadal men, J Sex Med source

      Not checked in the free run.

    • cites [139] Mazer, 2005, Comparison of the steady-state pharmacokinetics, metabolism, and variability of a transdermal testosterone patch versus a transdermal testosterone gel in hypogonadal men, J Sex Med source

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Insufficiently powered studies that conclude safety of testosterone supplementation in men with prostate cancer are at risk of type-II errors and are not statistically supportable.

    “As such, insufficiently powered studies which conclude safety of T supplementation in men with prostate cancer are at risk of committing type-II errors and are not statistically supportable.143, 144”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [143] Kaplan, 2013, Use of testosterone replacement therapy in the United States and its effect on subsequent prostate cancer outcomes, Urology source

      Not checked in the free run.

    • cites [144] Pastuszak, 2013, Testosterone replacement therapy in patients with prostate cancer after radical prostatectomy, J Urol source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    These studies highlight limitations of indirect markers and suggest a need to rely on objective measures that can definitively address the research question.

    “These studies highlight limitations of indirect markers and suggest a need for reliance on objective measures which are able to definitively address the research question.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    The role of free testosterone over total testosterone remains poorly defined, with no consensus available on hormonal thresholds for hypogonadism.

    “The role for fT over TT remains poorly defined, with no consensus available as to hormonal thresholds for hypogonadism.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: No consensus exists on hormonal thresholds for hypogonadism.
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Results from trials using different testosterone supplementation medications should not be used interchangeably, particularly in regard to specific outcomes.

    “Results from trials using different T supplementation medications should not be used interchangeably, particularly in regards to specific outcomes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    A 3-month anastrozole study showed no significant change in markers of bone resorption, while a subsequent 12-month study showed direct radiologic evidence of bone mineral density loss despite unchanged markers of bone resorption.

    “Although one publication of men undergoing anastrozole therapy over a 3-month period demonstrated no significant change in markers of bone resorption, a subsequent 12-month study demonstrated direct radiologic evidence of bone mineral density loss despite unchanged markers of bone resorption.125, 126”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [125] Leder, 2005, Effect of aromatase inhibition on bone metabolism in elderly hypogonadal men, Osteoporos Int source

      Not checked in the free run.

    • cites [126] Burnett-Bowie, 2009, Effects of aromatase inhibition on bone mineral density and bone turnover in older men with low testosterone levels, J Clin Endocrinol Metab source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Variability in testosterone levels depends on several factors including advancing age, cultural or geographic location, lifestyle choices such as exercise and obesity, and comorbid conditions.

    “Variability in T levels is dependent on several factors including advancing age, cultural/geographic location, life-style choices (exercise, obesity), and comorbid conditions, among others.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Studies evaluating multiple factors are at increased risk of type-I errors, while those with inadequate power are more likely to report type-II errors.

    “Studies evaluating multiple factors are at an increased risk of performing type-I errors, while those with inadequate power are more likely to report type-II errors.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Studies relying on unsolicited self-reports or physician reporting likely under-represent the true rate of symptoms compared with patient-completed questionnaires.

    “Studies relying on unsolicited self-reports or physician reporting likely under-represent the true rate of symptoms when compared to patient-completed questionnaires.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationnone given

    Statistical power is one of the most significant aspects of study design.

    “One of the most significant aspects of study design is statistical power.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The overall impact of varying formulations on hypogonadal symptoms and adverse events is poorly described, with limited data showing higher rates of erythrocytosis among therapies achieving higher peak testosterone levels.

    “The overall impact of the varying formulations on hypogonadal symptoms and AEs is poorly described, with limited data demonstrating higher rates of erythrocytosis noted among therapies achieving higher peak T levels.136, 137”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [136] Ip, 2010, Trough serum testosterone predicts the development of polycythemia in hypogonadal men treated for up to 21 years with subcutaneous testosterone pellets, Eur J Endocrinol source

      Not checked in the free run.

    • cites [137] Vorkas, 2012, Testosterone replacement therapy and polycythemia in HIV-infected patients, AIDS source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The coefficient of determination (R2) does not imply a causative relationship between variables.

    “As with OR, R2 does not imply a causative relationship between variables.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Testosterone levels vary in a diurnal manner and within individuals over time.

    “Levels also vary in a diurnal manner and within individuals over time.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Meta-analyses including varying study designs are more likely to highlight erroneous findings, while highly restrictive meta-analyses may exclude a large portion of available data and risk failing to identify significant outcomes.

    “Meta-analyses including varying study designs are more likely to highlight erroneous findings, while highly restrictive meta-analyses may exclude a large portion of available data and thus are at risk of failing to identify significant outcomes.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Accurate assessment of testosterone remains an ongoing challenge, with mass spectrometry and equilibrium dialysis representing the gold-standard techniques for total and free testosterone, respectively.

    “Accurate assessment of T remains an ongoing challenge, with MS and equilibrium dialysis representing the gold-standard techniques for TT and fT, respectively.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Mass spectrometry and equilibrium dialysis are the gold-standard techniques for total and free testosterone, respectively.
  • May combine two claims.

    Interpretationreasoning

    Because there is no universally accepted standard for conducting meta-analyses, there is significant heterogeneity in the quality and reliability of their findings.

    “Given the lack of a universally accepted standard for conducting meta-analyses, there is significant heterogeneity in the quality and reliability of findings.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: There is no universally accepted standard for conducting meta-analyses.
  • May combine two claims.

    Premisecitation

    Rosen and colleagues noted that clinically significant changes in IIEF scores varied by baseline erectile function status: men with mild erectile dysfunction reported a clinically relevant improvement with a two-point IIEF increase, while those with severe erectile dysfunction required a seven-point improvement.

    “As an example, Rosen and colleagues noted that clinically significant changes in IIEF scores varied depending on baseline erectile function status.141 Men with mild ED would report a clinically relevant improvement if the IIEF score increased by two points, while those with severe ED required a seven point improvement to note equally significant changes.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [141] Rosen, 2011, Minimal clinically important differences in the erectile function domain of the International Index of Erectile Function scale, Eur Urol source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Wider confidence intervals suggest greater variability and reduced likelihood that the reported odds ratio represents the true value, making outcomes with wide confidence intervals less reliable than those with narrower intervals.

    “Wider confidence intervals suggest greater variability with reduced likelihood that the OR reported represents the true value. As such, outcomes with wide CIs are less reliable compared to those with narrower intervals.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Use of hypogonadism-specific questionnaires for screening is not routinely performed, and their utility in the management of hypogonadism is of debatable clinical value.

    “The use of hypogonadism-specific questionnaires for screening is not routinely performed, with their utility in the management of hypogonadism of debatable clinical value.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Hypogonadism-specific questionnaires are not routinely used for screening.
  • May combine two claims.

    Interpretationreasoning

    Study design and methodology contribute significantly to the quality of evidence presented and may directly impact reported outcomes.

    “Study design and methodology contribute significantly to the quality of evidence presented and may directly impact reported outcomes.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    Use of hypogonadism questionnaires as study endpoints is of questionable clinical utility and validity and should not be relied upon in lieu of objective laboratory, physiologic, or radiologic testing.

    “The use of hypogonadism questionnaires as study endpoints is of questionable clinical utility and validity and should not be relied upon in lieu of objective laboratory, physiologic, or radiologic testing.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    The type of assay used for testosterone assessment should be reported, with greater variability among non-mass-spectrometry total testosterone samples, particularly at lower levels, and systematic overestimation from non-empirically calculated free testosterone measurements.

    “The type of assay utilized for T assessment should be reported, with greater variability noted among non-MS TT samples (particularly at lower levels) and systematic overestimation resulting from non-empirically calculated fT measurements.107”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [107] Morris, 2004, A mathematical comparison of techniques to predict biologically available testosterone in a cohort of 1072 men, Eur J Endocrinol source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Interpretationnone given

    Statistical power determines a study's ability to detect significant differences based on anticipated deviations in a measured variable.

    “A measure of statistical power determines the ability of the study to detect significant differences based on anticipated deviations in a measured variable.”
    Quote in the paperSubstantial claim
113 of 113
  • The paper relies on this without support.

    The natural history of prostate cancer development, progression, and recurrence is extended enough that long-duration trials are needed to assess testosterone supplementation effects.

    “Duration of therapy is also significant in regards to trials evaluating T supplementation and prostate cancer, particularly given the extended natural history of prostate cancer development, progression, and recurrence.”
  • The paper relies on this without support.

    Most laboratories assessing testosterone before 2005 used enzyme immunoassay or radioimmunoassay rather than mass spectrometry.

    “Similarly, the date of record sampling is relevant, particularly given that the majority of laboratories assessing T prior to 2005 would have likely used EIA or RIA rather than MS.”
  • The paper relies on this without support.

    Participant age is a common confounder in the hypogonadism literature.

    “Participant age is a common confounder in the hypogonadism literature and must be controlled in observational or retrospective studies of hypogonadism-associated conditions.”
  • The paper relies on this without support.

    Testosterone supplementation in elderly males may exhibit a physiologically blunted effect.

    “In addition to the potentially confounding effect of age on associated conditions, T supplementation in elderly males may exhibit a physiologically blunted effect.”
  • The paper relies on this without support.

    Use of selective estrogen receptor modulators may result in reduced efficacy in elderly compared with younger males.

    “Similarly, the use of alternative T therapies, such as selective estrogen receptor modulators (SERMs) may result in reduced efficacy in elderly compared to younger males.”
  • The paper relies on this without support.

    There is no universally accepted standard for conducting meta-analyses.

    “Given the lack of a universally accepted standard for conducting meta-analyses, there is significant heterogeneity in the quality and reliability of findings.”
  • The paper relies on this without support.

    Mass spectrometry and equilibrium dialysis are the gold-standard techniques for total and free testosterone, respectively.

    “Accurate assessment of T remains an ongoing challenge, with MS and equilibrium dialysis representing the gold-standard techniques for TT and fT, respectively.”
  • The paper relies on this without support.

    No consensus exists on hormonal thresholds for hypogonadism.

    “The role for fT over TT remains poorly defined, with no consensus available as to hormonal thresholds for hypogonadism.”
  • The paper relies on this without support.

    Hypogonadism-specific questionnaires are not routinely used for screening.

    “The use of hypogonadism-specific questionnaires for screening is not routinely performed, with their utility in the management of hypogonadism of debatable clinical value.”
9 of 9

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Screening questionnaires are not an appropriate tool to identify candidates for testosterone therapy.

    “Screening questionnaires are not an appropriate tool to identify candidates for testosterone therapy andshould not be used at the expense of a full patient evaluation and laboratory testosterone measurement.”
  • Specificities and sensitivities vary greatly among available questionnaires, making them ill-suited for screening or as a surrogate for testosterone laboratory testing.

    “Specificities and sensitivities vary greatly amongst available questionnaires making them illsuited for screening or for use as a surrogate for testosterone laboratory testing.”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Total testosterone conversion conflicts with another threshold

    Minor

    The paper pairs 235 ng/dl with 10.5 nmol/L, but elsewhere pairs the higher value of 300 ng/dl with the lower value of 10.4 nmol/L. The two conversions cannot both be correct.

  • Free testosterone conversion reverses the ordering of values

    Minor

    The paper pairs 98 pg/ml with 220 pmol/L, but elsewhere pairs the lower value of 70 pg/ml with the higher value of 242.7 pmol/L. One of these conversions is wrong.

  • ANDROTEST publication year conflicts with its cited reference

    Minor

    The text dates ANDROTEST to 2009, while its cited reference lists publication in 2006.

3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 3

  1. Harman, 2001, Longitudinal effects of aging on serum total and free testosterone levels in healthy men. Baltimore Longitudinal Study of Aging, J Clin Endocrinol Metab, 86, 724, 10.1210/jcem.86.2.7219 · DOI · Paper page
  2. Medicine CfEB, 2009, Oxford Centre for Evidence-based Medicine - Levels of Evidence
  3. Jadad, 1998, Methodology and reports of systematic reviews and meta-analyses: A comparison of Cochrane reviews with articles published in paper-based journals, JAMA, 280, 278, 10.1001/jama.280.3.278 · DOI · Paper page

Cited by

Sorted by citations

Authors
Trost, L. W., & Mulhall, J. P.
Affiliations
  • Mayo Clinic (US)
  • Memorial Sloan Kettering Cancer Center (US)
Corresponding author
Mulhall, John P.
Venue
The Journal of Sexual Medicine
Published
2016-07-01
Volume
13
Issue
7
Pages
1029-1046
ISSN
  • 1743-6095 (ISSN-L)
  • 1743-6109
OpenAlex
W2404570186
Cited by
98
References
140
Citations by year
2026: 7 · 2025: 9 · 2024: 9 · 2023: 10 · 2022: 16 · 2021: 19 · 2020: 12 · 2019: 8 · 2018: 4 · 2017: 2 · 2016: 2
FWCI
0.78
Type
journal article
Language
en
Open access
Locations
  • The Journal of Sexual Medicine (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
National Cancer Institute (P30CA008748)
Topics
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Hormonal and reproductive studies
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Adrenal Hormones and Disorders
  • Health Sciences › Medicine › Reproductive Medicine › Hypothalamic control of reproductive hormones
Keywords
testosterone measurement, male hypogonadism, mass spectrometry, equilibrium dialysis, circadian rhythm, research design, critical appraisal
MeSH terms
Humans, Hypogonadism, Male, Prospective Studies, Surveys and Questionnaires, Reference Values, Research Design, Retrospective Studies, Testosterone

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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