Zhenming Zheng, Jiashan Pan, Ming Liu, Zhimin Chen, Lvwen Zhang, Jingjing Gao, Pan Gao, Xiansheng Zhang
{"title":"贫血与睾酮缺乏症风险:NHANES 数据分析和孟德尔随机分析的启示。","authors":"Zhenming Zheng, Jiashan Pan, Ming Liu, Zhimin Chen, Lvwen Zhang, Jingjing Gao, Pan Gao, Xiansheng Zhang","doi":"10.1080/13685538.2024.2346312","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Previous research has shown that testosterone deficiency (TD) increases the risk of anemia, but it is unclear whether anemia affects testosterone levels. This study investigated the influence of anemia on testosterone levels.</p><p><strong>Methods: </strong>Utilizing data from six NHANES cycles, including demographic, testosterone levels, and hemoglobin concentrations, we employed multivariable-adjusted logistic regression to investigate the relationship between anemia and testosterone levels. Moreover, a two-sample Mendelian randomization (MR) study employing genome-wide association study (GWAS) data examined the causal relationship. Kaplan-Meier survival estimation was used to compared the overall survival (OS) of anemic and nonanemic patients with low testosterone and normal testosterone levels.</p><p><strong>Results: </strong>The inclusion of 21,786 participants (2318 with anemia and19,468 without anemia) revealed that nonanemic patients exhibited higher testosterone levels than did anemic patients (<i>β</i> = 22.616, 95% CI: 3.873-41.359, <i>p</i> = 0.01807). MR analysis confirmed anemia as a cause of TD (OR = 1.045, 95% CI: 1.020-1.071, <i>p</i> < 0.001). Anemic males with low testosterone had reduced OS compared to those with normal levels (<i>p</i> < 0.001).</p><p><strong>Conclusions: </strong>Anemia emerged as a potential risk factor for TD, highlighting a bidirectional relationship between these conditions. Additional prospective investigations are essential for the validation and reinforcement of our findings.</p>","PeriodicalId":55542,"journal":{"name":"Aging Male","volume":"27 1","pages":"2346312"},"PeriodicalIF":2.7000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Anemia and testosterone deficiency risk: insights from NHANES data analysis and a Mendelian randomization analysis.\",\"authors\":\"Zhenming Zheng, Jiashan Pan, Ming Liu, Zhimin Chen, Lvwen Zhang, Jingjing Gao, Pan Gao, Xiansheng Zhang\",\"doi\":\"10.1080/13685538.2024.2346312\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Previous research has shown that testosterone deficiency (TD) increases the risk of anemia, but it is unclear whether anemia affects testosterone levels. This study investigated the influence of anemia on testosterone levels.</p><p><strong>Methods: </strong>Utilizing data from six NHANES cycles, including demographic, testosterone levels, and hemoglobin concentrations, we employed multivariable-adjusted logistic regression to investigate the relationship between anemia and testosterone levels. Moreover, a two-sample Mendelian randomization (MR) study employing genome-wide association study (GWAS) data examined the causal relationship. Kaplan-Meier survival estimation was used to compared the overall survival (OS) of anemic and nonanemic patients with low testosterone and normal testosterone levels.</p><p><strong>Results: </strong>The inclusion of 21,786 participants (2318 with anemia and19,468 without anemia) revealed that nonanemic patients exhibited higher testosterone levels than did anemic patients (<i>β</i> = 22.616, 95% CI: 3.873-41.359, <i>p</i> = 0.01807). MR analysis confirmed anemia as a cause of TD (OR = 1.045, 95% CI: 1.020-1.071, <i>p</i> < 0.001). Anemic males with low testosterone had reduced OS compared to those with normal levels (<i>p</i> < 0.001).</p><p><strong>Conclusions: </strong>Anemia emerged as a potential risk factor for TD, highlighting a bidirectional relationship between these conditions. Additional prospective investigations are essential for the validation and reinforcement of our findings.</p>\",\"PeriodicalId\":55542,\"journal\":{\"name\":\"Aging Male\",\"volume\":\"27 1\",\"pages\":\"2346312\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2024-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Aging Male\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1080/13685538.2024.2346312\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/4/29 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Aging Male","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/13685538.2024.2346312","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/4/29 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Anemia and testosterone deficiency risk: insights from NHANES data analysis and a Mendelian randomization analysis.
Background: Previous research has shown that testosterone deficiency (TD) increases the risk of anemia, but it is unclear whether anemia affects testosterone levels. This study investigated the influence of anemia on testosterone levels.
Methods: Utilizing data from six NHANES cycles, including demographic, testosterone levels, and hemoglobin concentrations, we employed multivariable-adjusted logistic regression to investigate the relationship between anemia and testosterone levels. Moreover, a two-sample Mendelian randomization (MR) study employing genome-wide association study (GWAS) data examined the causal relationship. Kaplan-Meier survival estimation was used to compared the overall survival (OS) of anemic and nonanemic patients with low testosterone and normal testosterone levels.
Results: The inclusion of 21,786 participants (2318 with anemia and19,468 without anemia) revealed that nonanemic patients exhibited higher testosterone levels than did anemic patients (β = 22.616, 95% CI: 3.873-41.359, p = 0.01807). MR analysis confirmed anemia as a cause of TD (OR = 1.045, 95% CI: 1.020-1.071, p < 0.001). Anemic males with low testosterone had reduced OS compared to those with normal levels (p < 0.001).
Conclusions: Anemia emerged as a potential risk factor for TD, highlighting a bidirectional relationship between these conditions. Additional prospective investigations are essential for the validation and reinforcement of our findings.
期刊介绍:
The Aging Male , the official journal of the International Society for the Study of the Aging Male, is a multidisciplinary publication covering all aspects of male health throughout the aging process. The Journal is a well-recognized and respected resource for anyone interested in keeping up to date with developments in this field. It is published quarterly in one volume per year.
The Journal publishes original peer-reviewed research papers as well as review papers and other appropriate educational material that provide researchers with an integrated perspective on this new, emerging specialty. Areas of interest include, but are not limited to:
Diagnosis and treatment of late-onset hypogonadism
Metabolic syndrome and related conditions
Treatment of erectile dysfunction and related disorders
Prostate cancer and benign prostate hyperplasia.