ReviewThe journal of sexual medicine2016
Challenges in Testosterone Measurement, Data Interpretation, and Methodological Appraisal of Interventional Trials.
Review in The journal of sexual medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
46 citing papers in PubMed, 2 syntheses or guidelines pooled it, 92 citations in OpenAlex.
- Systematic review of instruments for measuring sex and gender attributes: assessment of measurement properties and utility in research on clinical and functional outcomes.Biomedical engineering online · 2026Pooled it
- "Low Testosterone Levels in Body Fluids Are Associated With Chronic Periodontitis".American journal of men's health · 2017Pooled it
- Testosterone therapy induces molecular programming augmenting physiological adaptations to resistance exercise in older men.Journal of cachexia, sarcopenia and muscle · 2019Trial
- Validation of the Turkish version of the ANDROTEST for detecting male hypogonadism in patients with sexual dysfunction.Sexual medicine · 2026Article
- The Global Decline in Sperm Count and Testosterone Levels: Trends, Mechanisms, and Environmental Drivers.Antioxidants (Basel, Switzerland) · 2026Review
- Testosterone levels and symptoms of hypogonadism in Swedish men: a prospective study from the Vara - Skövde cohort.Frontiers in endocrinology · 2026Article
- Serum norethisterone (NET) levels in NET-enanthate (NET-EN) injectable contraception users substantially interfere with testosterone immunoassay measurements and confound interpretation of biological outcomes.Contraception and reproductive medicine · 2025Article
- Apparent Hyperandrogenemia Due to Immunoassay Interference Resolved by Liquid Chromatography-Tandem Mass Spectrometry.JCEM case reports · 2025Article
- Male Hypogonadism: The Korean Society of Men's Health and Aging Position Statement.The world journal of men's health · 2025Review
- The Usefulness of Testosterone in Saliva Tests to Detect Testosterone Deficiency in Men with Advanced Chronic Kidney Disease: A Single-Center Study.Journal of clinical medicine · 2025Article
- Longitudinal Evaluation of Reproductive Endocrine Function in Men With ACTH-Dependent Cushing Syndrome.The Journal of clinical endocrinology and metabolism · 2025Article
- Levels of Sex Hormones and Abdominal Muscle Composition in Men from The Multi-Ethnic Study of Atherosclerosis.Scientific reports · 2024Observational
- Effects of probiotic supplementation on testosterone levels in healthy ageing men: A 12-week double-blind, placebo-controlled randomized clinical trial.Contemporary clinical trials communications · 2024Article
- Association of total and free testosterone with cardiovascular disease in a nationally representative sample of white, black, and Mexican American men.International journal of impotence research · 2024Article
- Adult Male Hypogonadism: A Laboratory Medicine Perspective on Its Diagnosis and Management.Diagnostics (Basel, Switzerland) · 2023Review
- Diurnal Variation of Serum Total Testosterone in Women: A Single-Center Study From Basrah.Cureus · 2023Article
- The Association between Inflammation, Testosterone and SHBG in men: A cross-sectional Multi-Ethnic Study of Atherosclerosis.Clinical endocrinology · 2023Observational
- Associations of Bioavailable Serum Testosterone With Cognitive Function in Older Men: Results From the National Health and Nutrition Examination Survey.The journals of gerontology. Series A, Biological sciences and medical sciences · 2023Article
- Genetic analyses implicate complex links between adult testosterone levels and health and disease.Communications medicine · 2023Article
- Reference range of testosterone and dehydroepiandrosterone sulfate levels in women during reproductive age in the Iranian population.Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
Abstract
introductionMale 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.
aimsTo 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.
methodsA 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 measuresEffect of various factors on T variability and their relevance to study methodology and outcomes.
resultsSeveral 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.
conclusionCritical 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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Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.