Figures
Abstract
Purpose
Gonadotropin-releasing hormone (GnRH) analogues reduce testosterone levels to castration levels in patients with prostate cancer. However, the role of testosterone in atopic diseases has remained undefined. We aimed to investigate this role.
Materials and methods
This retrospective cohort study was conducted using the National Health Insurance Research Database (NHIRD). Patients with prostate cancer were categorized into two groups according to whether they received GnRH analogue treatment (study group I) or not (study group II), and men without prostate cancer and with no GnRH analogue use were defined to comprise the comparison group after their ages and index years were matched with group II. Cox proportional hazard models were used to assess the hazard ratio (HR) of atopic diseases.
Results
Group I, group II, and the comparison group comprised 663, 2,172, and 8,688 individuals, respectively. Group I had a significantly lower risk of atopic diseases (adjusted HR: 0.66, 95% CI, 0.49–0.89, p < 0.01) than did group II. A reduced risk of atopic diseases was found when GnRH analogues were prescribed for 2 months (adjusted HR 0.53, 95% CI, 0.29–0.97, p = 0.04) and 2–14 months (adjusted HR 0.66, 95% CI, 0.49–0.89, p = 0.007). No significant difference in the risk of atopic diseases between group II and the comparison group was observed.
Citation: Lin S-F, Lin H-C, Lee M-Y, Keller JJ, Wang L-H (2022) Association between GnRH analogue use and atopic diseases in patients with prostate cancer: A population-based retrospective cohort study. PLoS ONE 17(4): e0266771. https://doi.org/10.1371/journal.pone.0266771
Editor: Dong Keon Yon, Seoul National University College of Medicine, REPUBLIC OF KOREA
Received: October 24, 2021; Accepted: March 27, 2022; Published: April 11, 2022
Copyright: © 2022 Lin et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: The data used in this study was the public data with some restriction. Data were available after the formal proposal to the Ministry of Health and Welfare, Taiwan (https://dep.mohw.gov.tw/dos/mp-113.html).
Funding: L-H W received the fund. This study publication was supported by a research grant of Taipei Medical University Hospital (109TMUH-P-13). The sponsors did not play any role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Atopic diseases, including atopic dermatitis, allergic rhinitis, and asthma, share the common pathogenetic factors of increased T helper 2 (Th2) cytokine levels and cell responses [1–5]. The prevalence of atopic diseases, especially asthma, are consistently predominant in boys and women [6–8]. Moreover, androgens have been implicated as exerting immunomodulating effects in both animal [9, 10] and human studies [11, 12]. Increases in the Th1-biased phenotype and the number of T cells were observed in patients with prostate cancer on androgen-deprivation therapy (ADT) [13, 14]. Androgens have been known to have the protective role in inflammatory diseases and to suppress Th2 activities [15]. A large population-based cross-sectional study [16] by accessing the UK Biobank found high levels of serum testosterone was negatively associated with asthma. However, some studies [17–19] have reported androgens may negatively contribute to atopic diseases. Androgens may worsen the atopic dermatitis by impairing the skin barrier [17, 19, 20] and may aggravate asthma by modifying lung inflammation and macrophage polarization [18].
Patients with prostate cancer in an advanced stage or with recurrent prostate cancer at any stage benefit from ADT with gonadotropin-releasing hormone (GnRH) analogues (GnRH agonists or antagonists), which lower androgen levels to castration levels [21, 22]. Although GnRH agonists cause a rapid increase and then sharp decrease in testosterone levels, GnRH antagonists work by directly reducing testosterone levels [23]. However, evidence on the immunomodulating effect of androgens has mainly been derived from animal studies [9–11]. Whether the reduction in testosterone levels has beneficial effects in patients with atopic diseases has yet to be determined. We aimed to use nationwide cohort data to investigate the risk that newly diagnosed patients with prostate cancer have for developing atopic diseases after they receive ADT with GnRH analogue treatment.
Materials and methods
Study population
This was a retrospective cohort study. Patients with a new diagnosis of prostate cancer from January 1, 2001, to December 31, 2012, were enrolled. The data used in this study were obtained from the National Health Insurance Research Database (NHIRD), which registers the health information for >99.9% of residents in Taiwan, and can be obtained through formal requests submitted to the Taiwan Health and Welfare Data Science Center (HWDC). NHIRD data on a subpopulation, comprising two million people who were randomly sampled from the 20 million people living in Taiwan, were used in this study. Patients with prostate cancer who were aged <20 years or who received GnRH analogues before being diagnosed with prostate cancer were excluded. Of these patients, those with prostate cancer were categorized into the following two groups: (1) treatment with GnRH analogues (group I), and (2) treatment without GnRH analogues (group II). The comparison group was defined to comprise men without prostate cancer or GnRH analogue use after matching for age and index years at a 1:4 ratio. All groups (groups I and II and the comparison group) were followed up for 3 years. This study was approved by the Joint Institutional Review Board of Taipei Medical University (reference number: N20176020). Because all NHIRD data are delinked and deidentified, the requirement for informed consent was waived.
Definition
Patients with prostate cancer were defined as those having two or more diagnosis codes (under Code 185) in the International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM). The baseline characteristics of the two study groups and the comparison group, such as hypertension, diabetes mellitus, hyperlipidemia, and gastroesophageal reflux disease (GERD), were also defined using the ICD-9-CM. Personal income was classified into five levels according to the individual’s monthly insurable wage. The air pollution levels of particle matter (PM) 2.5 were classified into three levels: safe (<15 μg/m3), above the threshold (15–25 μg/m3), and hazardous (>25 μg/m3), according to data from the public database of the Taiwan Environmental Protection Administration.
Agents of the following GnRH analogues were used for analysis: buserelin, leuprorelin, goserelin, triptorelin, and degarelix. Patients were classified by duration of treatment using a one-month equivalent dose.
Confounding factors
The following comorbidities were considered to be confounders of the association between GnRH analogues and atopic diseases: hypertension, diabetes mellitus, hyperlipidemia, GERD, and a habit of tobacco use. Patients’ age and medication history of statin, acetaminophen, and oral corticosteroids were assessed for the study’s three groups.
Outcome measure
The primary outcome measure of this study was the development of atopic diseases, including allergic dermatitis, allergic rhinitis, and asthma. The corresponding ICD-9-CM codes used to assess the development of these diseases were 691.8, 477, and 493, respectively. To further investigate whether GnRH treatment duration affected the risk for atopic diseases in patients with prostate cancer, we measured the long-term effects of GnRH analogues on atopic disease occurrence as the secondary outcome.
Statistical analysis
Between the two groups, continuous variables were compared using Student’s t test and categorical variables were compared using Pearson’s chi-square test. Each group was followed up for 3 years. Cox proportional hazard models were employed, in which the occurrence of atopic disease was the dependent variable and the following were independent variables: prescription of GnRH analogues and the covariates of age; hypertension; diabetes mellitus; hyperlipidemia; GERD; tobacco use; medications of stain, acetaminophen, and oral corticosteroids; air pollution levels; and income. Statistical significance was indicated if p < 0.05 (two-tailed). SAS 9.4 software (SAS Institute Inc., Cary, NC, USA) was used for analysis.
Results
Study population
A total of 663 and 2,172 patients with prostate cancer were identified and assigned to groups I and II, respectively. They were classified according to whether they were treated with or without GnRH analogues into groups I and II, respectively. An additional 8,688 patients were placed in the comparison group. Fig 1 presents a flowchart of this process. Table 1 presents the differences in the baseline characteristics between group I and group II and between group II and the comparison group. Compared with the comparison group, both groups I and II had higher proportions of medical comorbidities of hypertension, diabetes mellitus, hyperlipidemia, and GERD and statin and non-steroidal anti-inflammatory drug (NSAID) use. The air pollution levels and incomes of all three groups were similar.
Risk of atopic diseases
The risk for atopic diseases during the 3-year follow-up period was assessed (Table 2). Group I had a lower risk of atopic diseases than group II did (adjusted HR: 0.66, 95% CI: 0.49–0.89, p < 0.01). Group I also had a lower risk for atopic diseases than did the comparison group (adjusted HR: 0.72, 95% CI: 0.54–0.94, p < 0.05). However, no significant difference in the risk of atopic diseases was found between group II and the comparison groups. Additionally, the following characteristics and behaviors had no association with the risk of developing atopic diseases: age, hypertension, diabetes mellitus, hyperlipidemia, GERD, tobacco use, stain, acetaminophen, oral corticosteroids, air pollution level, and income. Only NSAID use was associated with the risk of developing atopic diseases (Table 3). The Kaplan–Meier curves for patients with prostate cancer treated with or without GnRH analogues (groups I and II) and the comparison group are presented in Fig 2. A significant reduction in the occurrence of atopic diseases was found in group I patients with prostate cancer on GnRH analogues; the result of the log rank test was significant.
Accumulative exposure time of GnRH analogue use
After 1 month of GnRH analogue use, the risk of developing atopic diseases was not significantly reduced (adjusted HR: 0.56, 95% CI: 0.25–1.26, p = 0.161). A reduced risk of atopic diseases was evident in men undergoing GnRH analogue therapy at a prescription duration of 2 months (adjusted HR: 0.53, 95% CI: 0.29–0.97, p = 0.040) and 2–14 months (adjusted HR: 0.66, 95% CI: 0.49–0.89, p = 0.007) (Table 4). No statistical difference between the duration of GnRH analogue use and the magnitude of risk was observed in trend analysis (p = 0.595).
Discussion
Our study results indicated that prostate cancer did not contribute to the risk of developing atopic disease (study group II vs. comparison group). Patients with prostate cancer treated with GnRH analogues had a decreased risk of atopic disease (study group II vs. group I). This suggests an association between GnRH analogue use and decreased occurrence of atopic diseases. A reduced risk of atopic diseases was evident in men who were on GnRH analogue therapy for a prescribed duration of more than 2 months.
Generally, testosterone has been considered to act as immunosuppressant, and earlier studies have found low testosterone levels in atopic diseases patients, including atopic dermatitis [24], asthma alone and asthma with allergic rhinitis [25]. These studies support low levels of testosterone may be associated with the presence of atopic diseases. However, in those studies, the testosterone levels were much higher (< 50 ng/dL or < 1.7 nmol/L) than the castration level of the population in these study. Furthermore, it was found that testosterone could potentially have a negative influence on the development of atopic diseases through impairing skin integrity [17–19]. It is likely that the extremely low concentrations of testosterone may contribute to this study’s unconventional results.
The immunomodulation effect of androgen deprivation may explain the association between GnRH analogue use and the reduced occurrence of atopic diseases. First, the androgens of testosterone and dihydrotestosterone (DHT) profoundly affect the immune system [11]. The androgen receptor is expressed by the thymus [26]. Furthermore, testosterone or DHT treatment is associated with a decrease in thymus size [27, 28], whereas increased thymus size and weight and the promotion of thymopoiesis are found in castrated animals [29] and humans [30]. Second, animal studies found that the use of GnRH analogues increased the number of T cells [31, 32], increased the levels of cytokine interferon-γ for Th1 stimulation [11, 31], and decreased the levels of interleukin (IL)-4 [33], IL-10 [33], and IL-6 [34] for stimulating the Th2 immune response. The Th2-based peripheral immune reaction has been recognized as an important pathogenetic factor for atopic diseases [1–5]. Because androgen-deprivation disrupts the balance between Th1 and Th2, the Th2-biased immune reaction for atopic diseases should be reduced in men with GnRH analogues.
The strengths of this population-based, retrospective cohort study are as follows, first, its nationwide sampling acquired adequate sample size of patients with prostate cancer treated with GnRH analogues. As this study was conducted using NHIRD with a coverage rate of over 99% of Taiwan population, it demonstrated high representative of overall population. Second, careful inclusion criteria and exclusion criteria were applied to this study to avoid biased results. For instance, only naïve patients with no previous exposure of GnRH analogues prior to enrollment were included in this study to avert interference of previous treatment. Moreover, patients with history of atopic diseases were excluded in this study to ensure the association between the exposure and outcome. Third, for control of confounding variables, this study has taken not only clinical factors, but also social and environmental factors into consideration, including air pollution levels and income. This study used PM 2.5 as the indicator for air pollution levels instead of geographic regions or population to truly reflect the extent of air pollution. Lastly, the disease code for prostate cancer in the NHIRD is also validated in the Taiwan National Cancer Registry [35]. In addition, this study determined the occurrence of atopic diseases as more than twice disease codes to increase positive predictive value and decrease the possibility of false positive. The calculation of atopic diseases occurrence was originated from diagnoses record on different dates or by different physicians to ensure the accuracy of the occurrence.
This study contains several limitations as well. First, as the average age of study population in this study was approximately 70 years old, the results of this study may not be generalized to younger prostate cancer patients treated with GnRH analogues. Second, since serum testosterone and DHT levels were unavailable in the NHIRD, this study cannot determine whether linear correlation existed between testosterone and DHT levels and atopic diseases occurrence. Third, due to lack of information in NHIRD, there were some confounders that cannot be controlled in this study, including genes, environmental allergens and dietary habits. However, according to epidemiological studies, the aforementioned confounders had more impact on the occurrence of atopic diseases in children than in adults. As this study aimed to observe the occurrence of atopic diseases in adult population, the residual effects of those confounders should be small.
Conclusion
Patients with prostate cancer on ADT with GnRH analogues exhibited a significantly reduced risk of incident atopic diseases over a 2-month treatment period. Our results suggest that androgens play a role in the development of atopic diseases. Additionally, we provided a direct safety profile of atopic diseases when treating patients with prostate cancer with GnRH analogues. Thus, further studies are warranted to better elucidate the association between testosterone levels and atopic diseases.
References
- 1. Akdis M, Trautmann A, Klunker S, Daigle I, Kucuksezer UC, Deglmann W, et al. T helper (Th) 2 predominance in atopic diseases is due to preferential apoptosis of circulating memory/effector Th1 cells. FASEB J. 2003;17(9):1026–35. pmid:12773485.
- 2. Bosnjak B, Stelzmueller B, Erb KJ, Epstein MM. Treatment of allergic asthma: modulation of Th2 cells and their responses. Respir Res. 2011;12:114. Epub 2011/08/25. pmid:21867534; PubMed Central PMCID: PMC3179723.
- 3. Barnes PJ. Th2 cytokines and asthma: an introduction. Respir Res. 2001;2(2):64–5. Epub 2001/03/08. pmid:11686866; PubMed Central PMCID: PMC59569.
- 4. Scadding G. Cytokine profiles in allergic rhinitis. Curr Allergy Asthma Rep. 2014;14(5):435. pmid:24633619.
- 5. Brandt EB, Sivaprasad U. Th2 Cytokines and Atopic Dermatitis. J Clin Cell Immunol. 2011;2(3). pmid:21994899; PubMed Central PMCID: PMC3189506.
- 6. Kowalska-Olędzka E, Czarnecka M, Baran A. Epidemiology of atopic dermatitis in Europe. J Drug Assess. 2019;8(1):126–8. Epub 2019/06/12. pmid:31232396; PubMed Central PMCID: PMC6566979.
- 7. Fuseini H, Newcomb DC. Mechanisms Driving Gender Differences in Asthma. Curr Allergy Asthma Rep. 2017;17(3):19. pmid:28332107; PubMed Central PMCID: PMC5629917.
- 8. Naeem A, Silveyra P. Sex Differences in Paediatric and Adult Asthma. Eur Med J (Chelmsf). 2019;4(2):27–35. pmid:31328173; PubMed Central PMCID: PMC6641536.
- 9. Liva SM, Voskuhl RR. Testosterone acts directly on CD4+ T lymphocytes to increase IL-10 production. J Immunol. 2001;167(4):2060–7. pmid:11489988.
- 10. Lin AA, Wojciechowski SE, Hildeman DA. Androgens suppress antigen-specific T cell responses and IFN-γ production during intracranial LCMV infection. J Neuroimmunol. 2010;226(1–2):8–19. pmid:20619904; PubMed Central PMCID: PMC4222683.
- 11. Gamat M, McNeel DG. Androgen deprivation and immunotherapy for the treatment of prostate cancer. Endocr Relat Cancer. 2017;24(12):T297–T310. Epub 2017/08/16. pmid:28814451; PubMed Central PMCID: PMC5669826.
- 12. Olsen NJ, Kovacs WJ. Evidence that androgens modulate human thymic T cell output. J Investig Med. 2011;59(1):32–5. pmid:21218609; PubMed Central PMCID: PMC3077079.
- 13. Morse MD, McNeel DG. Prostate cancer patients on androgen deprivation therapy develop persistent changes in adaptive immune responses. Hum Immunol. 2010;71(5):496–504. Epub 2010/03/05. pmid:20153396; PubMed Central PMCID: PMC2856724.
- 14. Mercader M, Bodner BK, Moser MT, Kwon PS, Park ES, Manecke RG, et al. T cell infiltration of the prostate induced by androgen withdrawal in patients with prostate cancer. Proc Natl Acad Sci U S A. 2001;98(25):14565–70. pmid:11734652; PubMed Central PMCID: PMC64722.
- 15. Klein SL, Flanagan KL. Sex differences in immune responses. Nat Rev Immunol. 2016;16(10):626–38. Epub 20160822. pmid:27546235.
- 16. Han YY, Yan Q, Yang G, Chen W, Forno E, Celedon JC. Serum free testosterone and asthma, asthma hospitalisations and lung function in British adults. Thorax. 2020;75(10):849–54. Epub 20200831. pmid:32868294; PubMed Central PMCID: PMC7938359.
- 17. Kanda N, Hoashi T, Saeki H. The Roles of Sex Hormones in the Course of Atopic Dermatitis. Int J Mol Sci. 2019;20(19). Epub 20190920. pmid:31547021; PubMed Central PMCID: PMC6802354.
- 18. Becerra-Díaz M, Strickland AB, Keselman A, Heller NM. Androgen and Androgen Receptor as Enhancers of M2 Macrophage Polarization in Allergic Lung Inflammation. J Immunol. 2018;201(10):2923–33. Epub 20181010. pmid:30305328; PubMed Central PMCID: PMC6219904.
- 19. Kao JS, Garg A, Mao-Qiang M, Crumrine D, Ghadially R, Feingold KR, et al. Testosterone perturbs epidermal permeability barrier homeostasis. J Invest Dermatol. 2001;116(3):443–51. pmid:11231319.
- 20. Tsutsumi M, Denda M. Paradoxical effects of beta-estradiol on epidermal permeability barrier homeostasis. Br J Dermatol. 2007;157(4):776–9. Epub 20070817. pmid:17711527
- 21. Magnan S, Zarychanski R, Pilote L, Bernier L, Shemilt M, Vigneault E, et al. Intermittent vs Continuous Androgen Deprivation Therapy for Prostate Cancer: A Systematic Review and Meta-analysis. JAMA Oncol. 2015;1(9):1261–9. pmid:26378418.
- 22. Rydzewska LHM, Burdett S, Vale CL, Clarke NW, Fizazi K, Kheoh T, et al. Adding abiraterone to androgen deprivation therapy in men with metastatic hormone-sensitive prostate cancer: A systematic review and meta-analysis. Eur J Cancer. 2017;84:88–101. Epub 2017/08/08. pmid:28800492; PubMed Central PMCID: PMC5630199.
- 23. Eckstein N, Haas B. Clinical pharmacology and regulatory consequences of GnRH analogues in prostate cancer. Eur J Clin Pharmacol. 2014;70(7):791–8. Epub 2014/04/23. pmid:24756149; PubMed Central PMCID: PMC4148177.
- 24. Ebata T, Itamura R, Aizawa H, Niimura M. Serum sex hormone levels in adult patients with atopic dermatitis. J Dermatol. 1996;23(9):603–5. pmid:8916659.
- 25. Lokaj-Berisha V, Gacaferri-Lumezi B, Berisha N, Gashi-Hoxha S. A Pilot Study on BMI, Serum Testosterone and Estradiol Levels in Allergic Male Patients. Open Access Maced J Med Sci. 2015;3(4):595–600. Epub 20150922. pmid:27275293; PubMed Central PMCID: PMC4877893.
- 26. Olsen NJ, Olson G, Viselli SM, Gu X, Kovacs WJ. Androgen receptors in thymic epithelium modulate thymus size and thymocyte development. Endocrinology. 2001;142(3):1278–83. pmid:11181545.
- 27. Olsen NJ, Watson MB, Henderson GS, Kovacs WJ. Androgen deprivation induces phenotypic and functional changes in the thymus of adult male mice. Endocrinology. 1991;129(5):2471–6. pmid:1834454
- 28. Olsen NJ, Kovacs WJ. Effects of androgens on T and B lymphocyte development. Immunol Res. 2001;23(2–3):281–8. pmid:11444393.
- 29. Velardi E, Tsai JJ, Holland AM, Wertheimer T, Yu VW, Zakrzewski JL, et al. Sex steroid blockade enhances thymopoiesis by modulating Notch signaling. J Exp Med. 2014;211(12):2341–9. Epub 2014/10/20. pmid:25332287; PubMed Central PMCID: PMC4235646.
- 30. Sutherland JS, Goldberg GL, Hammett MV, Uldrich AP, Berzins SP, Heng TS, et al. Activation of thymic regeneration in mice and humans following androgen blockade. J Immunol. 2005;175(4):2741–53. pmid:16081852.
- 31. Sung N, Salazar García MD, Dambaeva S, Beaman KD, Gilman-Sachs A, Kwak-Kim J. Gonadotropin-releasing hormone analogues lead to pro-inflammatory changes in T lymphocytes. Am J Reprod Immunol. 2016;76(1):50–8. pmid:27293115.
- 32. Jacobson JD, Ansari MA, Mansfield ME, McArthur CP, Clement LT. Gonadotropin-releasing hormone increases CD4 T-lymphocyte numbers in an animal model of immunodeficiency. J Allergy Clin Immunol. 1999;104(3 Pt 1):653–8. pmid:10482842.
- 33. Dixit VD, Yang H, Udhayakumar V, Sridaran R. Gonadotropin-releasing hormone alters the T helper cytokine balance in the pregnant rat. Biol Reprod. 2003;68(6):2215–21. Epub 2003/01/22. pmid:12606332.
- 34. Ansari MA, Dhar M, Spieker S, Bakht N, Rahman AM, Moore WV, et al. Modulation of diabetes with gonadotropin-releasing hormone antagonists in the nonobese mouse model of autoimmune diabetes. Endocrinology. 2004;145(1):337–42. Epub 2003/09/04. pmid:12959992.
- 35. Kao WH, Hong JH, See LC, Yu HP, Hsu JT, Chou IJ, et al. Validity of cancer diagnosis in the National Health Insurance database compared with the linked National Cancer Registry in Taiwan. Pharmacoepidemiol Drug Saf. 2018;27(10):1060–6. Epub 2017/08/16. pmid:28815803.