Testosterone, Dihydrotestosterone, Sex Hormone Binding Globulin and Incident Diabetes among Older Men: the Cardiovascular Health Study
Open accessAbstract
Context: Although sex hormone-binding globulin (SHBG) and testosterone (T) have been inversely associated with risk of diabetes, few studies have examined dihydrotestosterone (DHT), a more potent androgen than T, in older adults, whose glycemic pathophysiology differs from younger adults. Objective: To determine the associations of SHBG, T, and DHT with insulin resistance and incident diabetes in older adult men. Design: In a prospective cohort study, we evaluated baseline levels of SHBG, T, and DHT using liquid chromatography-tandem mass spectrometry among 852 men free of diabetes and cardiovascular disease in the Cardiovascular Health Study in 1994. Main Outcome: Insulin resistance estimated by Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) and insulin sensitivity estimated by the Gutt index in 1996, and incident diabetes (n = 112) ascertained over a mean follow-up of 9.8 years. Results: In linear regression models adjusted for demographics, alcohol consumption, current smoking, body mass index, and other androgens, SHBG [HOMA-IR 0.30 units lower per doubling; 95% confidence interval (CI), 0.08 to 0.52; P = 0.01] and total DHT (HOMA-IR 0.18 units lower per doubling; 95% CI, 0.06 to 0.30; P = 0.01), but not free T (P = 0.33), were inversely associated with insulin resistance. In corresponding Cox proportional hazards models, total DHT was again inversely associated with risk of diabetes (adjusted hazard ratio per doubling, 0.69; 95% CI, 0.52 to 0.92; P = 0.01), but SHBG (hazard ratio, 1.09; 95% CI, 0.74 to 1.59; P = 0.66) and free T (hazard ratio, 1.15; 95% CI, 0.92 to 1.43; P = 0.23) were not. Conclusions: Among older men, higher levels of DHT were inversely associated with insulin resistance and risk of diabetes over the ensuing 10 years, whereas levels of T were not. Future studies are still needed to clarify the role of SHBG in risk of diabetes in this population.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
The association between SHBG and T2D holds after adjusting for BMI and other common risk factors, implying lower SHBG as a predictor for T2D is at least partially independent of BMI.
“Importantly, the association between SHBG and T2D also holds after adjusting for BMI and other common risk factors, implying lower SHBG as a predictor for T2D is at least partially independent of BMI [118, 121, 124].”
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 [124]
The Results (Table 2) show no significant association between SHBG and incident diabetes after adjustment for BMI and other risk factors (hazard ratio 0.88, 95% CI 0.62–1.24). The Discussion likewise states that SHBG was not significantly related to diabetes risk in this cohort of older men. The paper does report an association between SHBG and insulin resistance, but that is a different outcome. (LLM, conf=0.90)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Matthews, D. R., Hosker, J. P., Rudenski, A. S., Naylor, B. A., Treacher, D. F., & Turner, R. C. (1985) · Diabetologia · doi:10.1007/bf00280883 · Cited by 31,502 · see citing works
Goodpaster, B. H., Park, S. W., Harris, T. B., Kritchevsky, S. B., Nevitt, M., Schwartz, A. V., Simonsick, E. M., Tylavsky, F. A., Visser, M., Newman, A. B., et al. (2006) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/61.10.1059 · Cited by 3,083 · cited 1× · see citing works
“Because younger and older adults differ in their pathophysiological risk factors for diabetes, risk factors for younger and middle-aged adults may differ in their associations with diabetes in older adults (5) (6) (7) (8) (9) (10) (11).”
Stellato, R. K., Feldman, H. A., Hamdy, O., Horton, E. S., & McKinlay, J. B. (2000) · Diabetes Care · doi:10.2337/diacare.23.4.490 · Cited by 618 · see citing works
Haffner, S. M., Shaten, J., Stem, M. P., Smith, G. D., Kuller, L., & MRFIT Research Group (1996) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a008832 · Cited by 320 · cited 9× · see citing works
“Although we observed no interaction with age and race (data not shown), there was a borderline interaction with BMI 25 kg/m2 (P .04).”
InfluentialThe role of androgens in metabolism, obesity, and diabetes in males and females
Navarro, G., Allard, C., Xu, W., & Mauvais‐Jarvis, F. (2015) · Obesity · doi:10.1002/oby.21033 · Cited by 289 · see citing works
Fan, W., Yanase, T., Nomura, M., Okabe, T., Goto, K., Sato, T., Kawano, H., Kato, S., & Nawata, H. (2005) · Diabetes · doi:10.2337/diabetes.54.4.1000 · Cited by 269 · see citing works
Mazer, N. A. (2009) · Steroids · doi:10.1016/j.steroids.2009.01.008 · Cited by 189 · see citing works
Vikan, T., Schirmer, H., Njølstad, I., & Svartberg, J. (2010) · European Journal of Endocrinology · doi:10.1530/eje-09-0943 · Cited by 151 · cited 1× · see citing works
“Based on previous studies, we hypothesized that higher levels of these androgens would be associated with less insulin resistance and lower risk of diabetes (13) (14) (15) (16).”
Flagged first, then by citations
Research works printed but not linked: 21
- [1]Kramarow E, Lubitz J, Lentzner H, Gorina Y. Trends in the health of older Americans, 1970-2005. Health Aff (Millwood). 2007;26(5):1417–1425. [DOI] [PubMed] [Google Scholar]
- [3]Laaksonen DE, Niskanen L, Punnonen K, Nyyssönen K, Tuomainen TP, Valkonen VP, Salonen R, Salonen JT. Testosterone and sex hormone-binding globulin predict the metabolic syndrome and diabetes in middle-aged men. Diabetes Care. 2004;27(5):1036–1041. [DOI] [PubMed] [Google Scholar]
- [5]Borkan GA, Hults DE, Gerzof SG, Robbins AH. Comparison of body composition in middle-aged and elderly males using computed tomography. Am J Phys Anthropol. 1985;66(3):289–295. [DOI] [PubMed] [Google Scholar]
- [6]Gallagher D, Ruts E, Visser M, Heshka S, Baumgartner RN, Wang J, Pierson RN, Pi-Sunyer FX, Heymsfield SB. Weight stability masks sarcopenia in elderly men and women. Am J Physiol Endocrinol Metab. 2000;279(2):E366–E375. [DOI] [PubMed] [Google Scholar]
- [7]Goodpaster BH, Carlson CL, Visser M, Kelley DE, Scherzinger A, Harris TB, Stamm E, Newman AB.. Attenuation of skeletal muscle and strength in the elderly: The Health ABC Study. J Appl Physiol (1985). 2001;90(6):2157–2165. [DOI] [PubMed] [Google Scholar]
- [8]Goodpaster BH, Krishnaswami S, Resnick H, Kelley DE, Haggerty C, Harris TB, Schwartz AV, Kritchevsky S, Newman AB. Association between regional adipose tissue distribution and both type 2 diabetes and impaired glucose tolerance in elderly men and women. Diabetes Care. 2003;26(2):372–379. [DOI] [PubMed] [Google Scholar]
- [10]Meneilly GS. Diabetes in the elderly. Med Clin North Am. 2006;90(5):909–923. [DOI] [PubMed] [Google Scholar]
- [11]Scheen AJ. Diabetes mellitus in the elderly: insulin resistance and/or impaired insulin secretion? Diabetes Metab. 2005;31 Spec No 2:5S27–5S34. [DOI] [PubMed] [Google Scholar]
- [12]Shores MM, Biggs ML, Arnold AM, Smith NL, Longstreth WT Jr, Kizer JR, Hirsch CH, Cappola AR, Matsumoto AM. Testosterone, dihydrotestosterone, and incident cardiovascular disease and mortality in the cardiovascular health study. J Clin Endocrinol Metab. 2014;99(6):2061–2068. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [13]Ding EL, Song Y, Manson JE, Hunter DJ, Lee CC, Rifai N, Buring JE, Gaziano JM, Liu S. Sex hormone-binding globulin and risk of type 2 diabetes in women and men. N Engl J Med. 2009;361(12):1152–1163. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [15]Vandenput L, Mellström D, Lorentzon M, Swanson C, Karlsson MK, Brandberg J, Lönn L, Orwoll E, Smith U, Labrie F, Ljunggren O, Tivesten A, Ohlsson C. Androgens and glucuronidated androgen metabolites are associated with metabolic risk factors in men. J Clin Endocrinol Metab. 2007;92(11):4130–4137. [DOI] [PubMed] [Google Scholar]
- [16]Hu J, Zhang A, Yang S, Wang Y, Goswami R, Zhou H, Zhang Y, Wang Z, Li R, Cheng Q, Zhen Q, Li Q. Combined effects of sex hormone-binding globulin and sex hormones on risk of incident type 2 diabetes. J Diabetes. 2016;8(4):508–515. [DOI] [PubMed] [Google Scholar]
- [17]Fried LP, Borhani NO, Enright P, Furberg CD, Gardin JM, Kronmal RA, Kuller LH, Manolio TA, Mittelmark MB, Newman A, O'Leary DH, Psaty B, Rautaharju P, Tracy RP, Weiler PG. The Cardiovascular Health Study: design and rationale. Ann Epidemiol. 1991;1(3):263–276. [DOI] [PubMed] [Google Scholar]
- [18]Kalhorn TF, Page ST, Howald WN, Mostaghel EA, Nelson PS. Analysis of testosterone and dihydrotestosterone from biological fluids as the oxime derivatives using high-performance liquid chromatography/tandem mass spectrometry. Rapid Commun Mass Spectrom. 2007;21(19):3200–3206. [DOI] [PubMed] [Google Scholar]
- [20]Smith NL, Psaty BM, Heckbert SR, Tracy RP, Cornell ES. The reliability of medication inventory methods compared to serum levels of cardiovascular drugs in the elderly. J Clin Epidemiol. 1999;52(2):143–146. [DOI] [PubMed] [Google Scholar]
- [22]Gutt M, Davis CL, Spitzer SB, Llabre MM, Kumar M, Czarnecki EM, Schneiderman N, Skyler JS, Marks JB. Validation of the insulin sensitivity index (ISI(0,120)): comparison with other measures. Diabetes Res Clin Pract. 2000;47(3):177–184. [DOI] [PubMed] [Google Scholar]
- [23]Mather KJ, Kim C, Christophi CA, Aroda VR, Knowler WC, Edelstein SE, Florez JC, Labrie F, Kahn SE, Goldberg RB, Barrett-Connor E; Diabetes Prevention Program . Steroid sex hormones, sex hormone-binding globulin, and diabetes incidence in the diabetes prevention program. J Clin Endocrinol Metab. 2015;100(10):3778–3786. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [24]Hazlehurst JM, Oprescu AI, Nikolaou N, Di Guida R, Grinbergs AE, Davies NP, Flintham RB, Armstrong MJ, Taylor AE, Hughes BA, Yu J, Hodson L, Dunn WB, Tomlinson JW. Dual-5α-reductase inhibition promotes hepatic lipid accumulation in man. J Clin Endocrinol Metab. 2016;101(1):103–113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [25]Selvin E, Feinleib M, Zhang L, Rohrmann S, Rifai N, Nelson WG, Dobs A, Basaria S, Golden SH, Platz EA. Androgens and diabetes in men: results from the Third National Health and Nutrition Examination Survey (NHANES III) [published correction appears in Diabetes Care. 2007;30(6):1683]. Diabetes Care. 2007;30(2):234–238. [DOI] [PubMed] [Google Scholar]
- [28]Ding EL, Song Y, Malik VS, Liu S. Sex differences of endogenous sex hormones and risk of type 2 diabetes: a systematic review and meta-analysis. JAMA. 2006;295(11):1288–1299. [DOI] [PubMed] [Google Scholar]
- [29]Brambilla DJ, Matsumoto AM, Araujo AB, McKinlay JB. The effect of diurnal variation on clinical measurement of serum testosterone and other sex hormone levels in men. J Clin Endocrinol Metab. 2009;94(3):907–913. [DOI] [PMC free article] [PubMed] [Google Scholar]
Cited by
Sorted by citations
Sex differences in micro- and macro-vascular complications of diabetes mellitus
Maric-Bilkan, C. (2017) · Clinical Science · doi:10.1042/cs20160998 · Cited by 217 · 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
Late‐onset hypogonadism: metabolic impact
Grossmann, M., Ng Tang Fui, M., & Cheung, A. S. (2020) · Andrology · doi:10.1111/andr.12705 · Cited by 95 · see citing works
Haider, K. S., Haider, A., Saad, F., Doros, G., Hanefeld, M., Dhindsa, S., Dandona, P., & Traish, A. (2020) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.14122 · Cited by 82 · see citing works
O’Reilly, M. W., Glisic, M., Kumarendran, B., Subramanian, A., Manolopoulos, K. N., Tahrani, A. A., Keerthy, D., Muka, T., Toulis, K. A., Hanif, W., et al. (2019) · Clinical Endocrinology · doi:10.1111/cen.13862 · Cited by 72 · see citing works
- Authors
- Joyce, K. E., Biggs, M. L., Djoussé, L., Ix, J. H., Kizer, J. R., Siscovick, D. S., Shores, M. M., Matsumoto, A. M., & Mukamal, K. J.
- Affiliations
- Beth Israel Deaconess Medical Center (US)
- Brigham and Women's Hospital (US)
- University of California San Diego (US)
- Albert Einstein College of Medicine (US)
- New York Academy of Medicine (US)
- VA Puget Sound Health Care System (US)
- University of Washington (US)
- ORCID
- Venue
- The Journal of Clinical Endocrinology & Metabolism
- Publisher
- The Endocrine Society
- Published
- 2016-10-12
- Volume
- 102
- Issue
- 1
- Pages
- jc.2016-2623
- ISSN
- 0021-972X (ISSN-L)
- 1945-7197
- PMC
- PMC5413109
- OpenAlex
- W2530281554
- Cited by
- 40
- References
- 8
- Citations by year
- 2025: 2 · 2024: 1 · 2023: 3 · 2022: 5 · 2021: 2 · 2020: 7 · 2019: 5 · 2018: 6 · 2017: 8
- FWCI
- 6.37
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- The Journal of Clinical Endocrinology & Metabolism (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (n01hc085082-026, n01hc085081-021, n01hc085079-024, n01hc085083-027, n01hc085080-026, n01hc085086-022, n01hc55222-0-0-0)
- National Institute on Aging (R01AG023629)
- National Heart, Lung, and Blood Institute (N01 HC085086, N01 HC085079, R01HL094555, N01 HC085083, R01HL091952, N01 HC085080, HHSN 268200800007C, HHSN268201200036C, N01HC085082, U01HL080295, N01 HC055222, N01 HC085081)
- National Institute of Diabetes and Digestive and Kidney Diseases (P30DK020541)
- National Institute of Neurological Disorders and Stroke
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Hormonal and reproductive studies
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Reproductive Medicine › Sperm and Testicular Function
- Keywords
- testosterone, dihydrotestosterone, sex hormone-binding globulin, insulin resistance, new-onset diabetes, older men, androgens, HOMA-IR, insulin sensitivity, free testosterone, Cardiovascular Health Study, sex differences in diabetes risk
- MeSH terms
- Adult, Aged, Cardiovascular Diseases, Diabetes Mellitus, Follow-Up Studies, Humans, Insulin Resistance, Longitudinal Studies, Male, Middle Aged, Prognosis, Prospective Studies, Sex Hormone-Binding Globulin, Dihydrotestosterone, Testosterone, Biomarkers, Incidence
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.
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.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review