Performance of Total Testosterone Measurement to Predict Free Testosterone for the Biochemical Evaluation of Male Hypogonadism
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PURPOSE: Guidelines recommend serum total testosterone measurement as the initial test to evaluate male hypogonadism, reserving free testosterone assessment for men with suspected sex hormone-binding globulin abnormalities or total testosterone near the lower limit of normal. We determined the performance of total testosterone measurement as a test to identify men with normal vs low free testosterone. MATERIALS AND METHODS: We examined the electronic medical records of all 3,672 men evaluated for hypogonadism by a serum testosterone panel, including total testosterone, sex hormone-binding globulin, albumin and calculated free testosterone, from January 1, 1997 through December 31, 2007 in a network that serves veterans in Washington. RESULTS: The sensitivity and specificity of low total testosterone (less than 280 ng/dl) to rule out and predict low calculated free testosterone was 91.0% and 73.7%, respectively. At thresholds of less than 350 and less than 400 ng/dl the sensitivity of total testosterone for low calculated free testosterone increased to 96.8% and 98.2%, and at thresholds of less than 150 and less than 200 ng/dl specificity increased to 98.9% and 92.6%, respectively. CONCLUSIONS: Total testosterone between 280 and 350 ng/dl is not sensitive enough to reliably exclude hypogonadism. Total testosterone must exceed 350 to 400 ng/dl to reliably predict normal free testosterone. Except when levels are less than 150 ng/dl total testosterone measurement has low specificity for the biochemical diagnosis of hypogonadism.
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In a cohort of 3672 men, total T had an AUC of 0.93 as a predictor of calculated free T, but 61.7% of subjects with decreased total T had normal calculated free T.
“Overall, with an area under the receiver operator curve of 0.93, total T was, in general, found to be a good predictor of calculated free T. In contrast, however, 61.7% of cohort subjects with decreased total T levels had normal calculated free T [249].”
From Role of sex hormone-binding globulin in the free hormone hypothesis and the relevance of free testosterone in androgen physiology (2022) · cites this paper as [249]
At total T of 280 ng/dL, sensitivity and specificity for predicting low calculated free T were 91.0% and 73.7%; sensitivity ≥95% only at total T 350 ng/dL, specificity ≥98% only at total T 150 ng/dL.
“In this study, at the assays lower limit of normal (total T of 280 ng/dL), sensitivity and specificity of predicting low calculated free T were only 91.0 and 73.7%, respectively. Acceptable levels for sensitivity, 95.0% and up, were only acquired at a total T cut-off of 350 ng/dL, while on the other hand specificity only reached satisfactory levels of 98.0% and more at a total T cut-off of 150 ng”
From Role of sex hormone-binding globulin in the free hormone hypothesis and the relevance of free testosterone in androgen physiology (2022) · cites this paper as [249]
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Cites
A Critical Evaluation of Simple Methods for the Estimation of Free Testosterone in Serum
Vermeulen, A., Verdonck, L., & Kaufman, J. M. (1999) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.84.10.6079 · Cited by 3,824 · see citing works
Longitudinal Effects of Aging on Serum Total and Free Testosterone Levels in Healthy Men
Harman, S. M., Metter, E. J., Tobin, J. D., Pearson, J., & Blackman, M. R. (2001) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.86.2.7219 · Cited by 2,760 · see citing works
Bhasin, S., Cunningham, G. R., Hayes, F. J., Matsumoto, A. M., Snyder, P. J., Swerdloff, R. S., & Montori, V. M. (2010) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2009-2354 · Cited by 1,954 · see citing works
Self-citationRosner, W., Auchus, R. J., Azziz, R., Sluss, P. M., & Raff, H. (2007) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2006-1864 · Cited by 1,176 · see citing works
Bhasin, S., Cunningham, G. R., Hayes, F. J., Matsumoto, A. M., Snyder, P. J., Swerdloff, R. S., & Montori, V. M. (2006) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2005-2847 · Cited by 965 · see citing works
Self-citationMcGee, S. (2002) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2002.10750.x · Cited by 894 · see citing works
Refining clinical diagnosis with likelihood ratios
Grimes, D. A., & Schulz, K. F. (2005) · The Lancet · doi:10.1016/s0140-6736(05)66422-7 · Cited by 830 · see citing works
Prevalence of Symptomatic Androgen Deficiency in Men
Araujo, A. B., Esche, G. R., Kupelian, V., O’Donnell, A. B., Travison, T. G., Williams, R. E., Clark, R. V., & McKinlay, J. B. (2007) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2007-1245 · Cited by 720 · see citing works
Araujo, A. B., O’Donnell, A. B., Brambilla, D. J., Simpson, W. B., Longcope, C., Matsumoto, A. M., & McKinlay, J. B. (2004) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2003-031719 · Cited by 591 · see citing works
Self-citationPredictive accuracy and sources of variability in calculated free testosterone estimates
Sartorius, G., Ly, L. P., Sikaris, K., McLachlan, R., & Handelsman, D. J. (2009) · Annals of Clinical Biochemistry: International Journal of Laboratory Medicine · doi:10.1258/acb.2008.008171 · Cited by 175 · see citing works
CAWOOD, M. L., Field, H. P., Ford, C., Gillingwater, S., Kicman, A. T., Cowan, D., & Barth, J. H. (2005) · Clinical Chemistry · doi:10.1373/clinchem.2004.044503 · Cited by 154 · see citing works
Standardization of testosterone measurements in humans
Vesper, H. W., & Botelho, J. C. (2010) · The Journal of Steroid Biochemistry and Molecular Biology · doi:10.1016/j.jsbmb.2010.03.032 · Cited by 113 · see citing works
Certainly More Guidelines than Rules
McLachlan, R. I. (2010) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2010-0838 · Cited by 18 · see citing works
DeVan, M. L., Bankson, D. D., & Abadie, J. M. (2008) · American Journal of Clinical Pathology · doi:10.1309/6pytc60alvqq59rq · Cited by 15 · see citing works
Flagged first, then by citations
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Testosterone Therapy in Men With Hypogonadism: An Endocrine Society Clinical Practice Guideline.
Bhasin, S., Brito, J. P., Cunningham, G. R., Hayes, F. J., Hodis, H. N., Matsumoto, A. M., Snyder, P. J., Swerdloff, R. S., Wu, F. C., & Yialamas, M. A. (2018) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2018-00229 · Cited by 1,736 · see citing works
Self-citationYeap, B. B., Alfonso, H. S., Chubb, S. A. P., Handelsman, D. J., Hankey, G. J., Almeida, O. P., Golledge, J., Norman, P. E., & Flicker, L. A. (2013) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2013-3272 · Cited by 188 · see citing works
Antonio, L., Wu, F. C. W., O'Neill, T. W., Pye, S. R., Ahern, T. B., Laurent, M. R., Huhtaniemi, I. T., Lean, M. E. J., Keevil, B. G., Rastrelli, G., et al. (2016) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2015-4106 · Cited by 174 · see citing works
Obesity and male hypogonadism: Tales of a vicious cycle
Carrageta, D. F., Oliveira, P. F., Alves, M. G., & Monteiro, M. P. (2019) · Obesity Reviews · doi:10.1111/obr.12863 · Cited by 130 · see citing works
Cooper, L. A., Page, S. T., Amory, J. K., Anawalt, B. D., & Matsumoto, A. M. (2015) · Clinical Endocrinology · doi:10.1111/cen.12768 · Cited by 117 · see citing works
Self-citationBehre, H. M., Tammela, T. L. J., Arver, S., Tolrà, J. R., Bonifacio, V., Lamche, M., Kelly, J., Hiemeyer, F. J., for the European Testogel® Study Team, Giltay, E. J., et al. (2012) · The Aging Male · doi:10.3109/13685538.2012.699562 · Cited by 106 · see citing works
Narinx, N., David, K., Walravens, J., Vermeersch, P., Claessens, F., Fiers, T., Lapauw, B., Antonio, L., & Vanderschueren, D. (2022) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-022-04562-1 · Cited by 96 · see citing works
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Cherrier, M. M., Anderson, K., Shofer, J., Millard, S., & Matsumoto, A. M. (2015) · American Journal of Alzheimer's Disease & Other Dementias® · doi:10.1177/1533317514556874 · Cited by 71 · see citing works
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Nian, Y., Ding, M., Hu, S., He, H., Cheng, S., Yi, L., Li, Y., & Wang, Y. (2016) · Andrologia · doi:10.1111/and.12630 · Cited by 36 · see citing works
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Ageing male (part I): Pathophysiology and diagnosis of functional hypogonadism
Huhtaniemi, I. T., & Wu, F. C. W. (2022) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2022.101622 · Cited by 31 · see citing works
Walsh, T. J., Shores, M. M., Fox, A., Moore, K. P., Forsberg, C. W., Kinsey, C. E., Heckbert, S. R., Zeliadt, S. B., Thompson, M. L., Smith, N. L., et al. (2015) · Andrology · doi:10.1111/andr.12014 · Cited by 26 · see citing works
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Grossmann, M., Jayasena, C. N., & Anawalt, B. D. (2023) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgad180 · Cited by 25 · see citing works
Self-citationEffects of Bariatric Surgery in Male Obesity-Associated Hypogonadism
Rigon, F. A., Ronsoni, M. F., Hohl, A., & van de Sande-Lee, S. (2019) · Obesity Surgery · doi:10.1007/s11695-019-03829-0 · Cited by 27 · see citing works
Lee, J. H., & Lee, S. W. (2016) · The Journal of Sexual Medicine · doi:10.1016/j.jsxm.2016.04.070 · Cited by 23 · see citing works
Kwon, H., Lee, D., Kang, H., & Lee, J. H. (2014) · The Aging Male · doi:10.3109/13685538.2014.958458 · Cited by 21 · see citing works
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Tao, Y. (2022) · Asian Journal of Andrology · doi:10.4103/aja202181 · Cited by 20 · see citing works
Bioavailable testosterone is associated with symptoms of depression in adult men
Chen, Z., Shen, X., Tian, K., Liu, Y., Xiong, S., Yu, Q., Dai, L., Shi, Y., Zhang, R., Zeng, R., et al. (2020) · Journal of International Medical Research · doi:10.1177/0300060520941715 · Cited by 22 · see citing works
Cabral, R. D., Busin, L., Rosito, T. E., & Koff, W. J. (2014) · The Aging Male · doi:10.3109/13685538.2014.908460 · Cited by 18 · see citing works
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Guo, R., Wang, Q., Nair, R. P., Barnes, S. L., Smith, D. T., Dai, B., Robinson, T. J., & Nair, S. (2018) · Functional Foods in Health and Disease · doi:10.31989/ffhd.v8i11.565 · Cited by 13 · see citing works
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Lee, J. H., Jung, H.-D., Choi, J. D., Kang, J. Y., Yoo, T. K., & Park, Y. W. (2023) · Andrology · doi:10.1111/andr.13393 · Cited by 11 · see citing works
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Matsumoto, A. M. (2022) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2021.11.001 · Cited by 9 · see citing works
Self-citationSalman, A., Radwan, A., Shaker, O. G., Adel, A., & Sayed, G. A. (2025) · Human Genomics · doi:10.1186/s40246-025-00742-9 · Cited by 8 · see citing works
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Lee, J. H., Choi, J. D., Kang, J. Y., Yoo, T. K., & Park, Y. W. (2022) · American Journal of Human Biology · doi:10.1002/ajhb.23751 · Cited by 8 · see citing works
Ramasamy, R., Golan, R., Wilken, N., Scovell, J. M., & Lipshultz, L. I. (2015) · Urology · doi:10.1016/j.urology.2015.05.007 · Cited by 8 · see citing works
Castellano-Castillo, D., Royo, J. L., Martínez-Escribano, A., Sánchez-Alcoholado, L., Molina-Vega, M., Queipo-Ortuño, M. I., Ruiz-Galdon, M., J. Álvarez-Millán, J., Cabezas-Sanchez, P., Reyes-Engel, A., et al. (2019) · Journal of Clinical Medicine · doi:10.3390/jcm8081136 · Cited by 8 · see citing works
Hohl, A., & Ronsoni, M. F. (2013) · Springer eBooks · doi:10.1007/978-1-4614-8684-8_15 · Cited by 6 · see citing works
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Fendereski, K., Ghaed, M. A., Calvert, J. K., & Hotaling, J. M. (2022) · Translational Andrology and Urology · doi:10.21037/tau-22-308 · Cited by 5 · see citing works
Self-citationWoods, D. R., Hill, N. E., Neely, R. D. G., Talks, K. L., Heggie, A., & Quinton, R. (2017) · The Journal of Applied Laboratory Medicine · doi:10.1373/jalm.2016.022012 · Cited by 5 · see citing works
Clinical significance of androgen secretion disorders in men with a malignancy
Wiechno, P., Poniatowska, G., Michalski, W., Kucharz, J., Sadowska, M., Jońska‐Gmyrek, J., Nietupski, K., Rzymowska, J., & Demkow, T. (2017) · Medical Oncology · doi:10.1007/s12032-017-0982-6 · Cited by 5 · see citing works
Yassin, A. A., Saad, F., Alwani, M. M., Aboumarzouk, O. M., Al‐Zoubi, R. M., Nettleship, J. E., Kelly, D. M., & Al-Ansari, A. A. (2022) · The Aging Male · doi:10.1080/13685538.2022.2099828 · Cited by 5 · see citing works
Rathi, N., Blake, Z., Hyman, J., Nemirovsky, D., Gelikman, D. G., Hesswani, C., Koller, C. R., Nethala, D., Mendhiratta, N., Kenigsberg, A. P., et al. (2024) · Urology · doi:10.1016/j.urology.2024.10.006 · Cited by 4 · see citing works
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Kalra, S., Jacob, J. J., Unnikrishnan, A., Bantwal, G., Sahoo, A., Sahay, R. K., Jindal, S., Agrawal, M. S., Kapoor, N., Saboo, B., et al. (2023) · International Journal of Endocrinology · doi:10.1155/2023/4408697 · Cited by 4 · see citing works
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Koch, C. A., & Zitzmann, M. (2012) · Humana Press eBooks · doi:10.1007/978-1-60761-548-4_11 · Cited by 3 · see citing works
Hohl, A., & Ronsoni, M. F. (2022) · Springer eBooks · doi:10.1007/978-3-030-90684-9_14 · Cited by 2 · see citing works
Minuzzi, R. K., Petry, C., dos Santos, F. S., Semmelmann, A. L., Bassols, G. F., & Pereira‐Lima, J. F. S. (2024) · Endocrine Practice · doi:10.1016/j.eprac.2024.04.005 · Cited by 2 · see citing works
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Ríos, R., Jara, N., Ratkman, B., Valenzuela, A., Palavecino, C., & Ortuya, J. M. (2015) · Advances in Andrology · doi:10.1155/2015/613259 · Cited by 2 · see citing works
Seftel, A. D., & Penson, D. F. (2014) · The Journal of Urology · doi:10.1016/j.juro.2014.04.069 · Cited by 1 · see citing works
Seftel, A. D. (2014) · The Journal of Urology · doi:10.1016/j.juro.2014.04.070 · Cited by 1 · see citing works
Seftel, A. D. (2014) · The Journal of Urology · doi:10.1016/j.juro.2014.04.071
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Brett, A. S. (2012) · Journal watch · doi:10.1056/jw201204120000001
Neto, G. S. S. (2017) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/d.17.2017.tde-29082016-103921
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Nian, Y., Maenosono, R., Iske, J., Elkhal, A., & Tullius, S. G. (2019) · Current Transplantation Reports · doi:10.1007/s40472-019-0228-y
Smit, D. L., Verdegaal, T. J., & Bond, P. (2025) · Performance Enhancement & Health · doi:10.1016/j.peh.2025.100377
Park, D. J., Lee, S. W., Park, S., & Lee, J. H. (2026) · The World Journal of Men s Health · doi:10.5534/wjmh.250435
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Narinx, N., Antonio, L., Lapauw, B., Fiers, T., Kaufman, J., Wu, F. C. W., & Vanderschueren, D. (2026) · Trends in Endocrinology and Metabolism · doi:10.1016/j.tem.2026.06.009
Monroe, M. N., Curylo, A. L., Amirkhosravi, F., Huitron, E. I. G., Ezeokeke, G. I., Ojediran, I. G., Wang, J. K., Cremer, S. E., & Grande-Allen, K. J. (2026) · Cardiovascular Engineering and Technology · doi:10.1007/s13239-026-00859-5
- Authors
- Anawalt, B. D., Hotaling, J. M., Walsh, T. J., & Matsumoto, A. M.
- Affiliations
- University of Washington (US)
- Corresponding author
- Anawalt, Bradley D.
- Venue
- Journal of Urology
- Published
- 2012-04
- Volume
- 187
- Issue
- 4
- Pages
- 1369-1373
- ISSN
- 0022-5347 (ISSN-L)
- 1527-3792
- PMC
- PMC10368284
- OpenAlex
- W2031612883
- Cited by
- 55
- References
- 14
- Citations by year
- 2026: 3 · 2025: 2 · 2024: 3 · 2023: 3 · 2022: 8 · 2021: 1 · 2020: 1 · 2019: 4 · 2018: 2 · 2017: 4 · 2016: 6 · 2015: 4 · 2014: 7 · 2013: 4 · 2012: 3
- FWCI
- 4.62
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- The Journal of Urology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (5u54hd012629-31)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (U54HD042454, U54HD42454, U54-HD-12629, U54HD-012629)
- 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
- male hypogonadism, total testosterone, free testosterone, sex hormone-binding globulin, sensitivity and specificity, veterans
- MeSH terms
- Adult, Aged, Aged, 80 and over, Humans, Hypogonadism, Male, Middle Aged, Predictive Value of Tests, Testosterone, Young Adult
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