Association of Testosterone-Related Dietary Pattern with Testicular Function among Adult Men: A Cross-Sectional Health Screening Study in Taiwan
Diets could play an important role in testicular function, but studies on how adherence to the dietary patterns influences human testicular function in Asian countries are scarce. Herein, we examined the association between testosterone-related dietary patterns and testicular function among adult me...
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doaj-6b9ffb15afd24e8988aee9532503da1a2021-01-19T00:00:28ZengMDPI AGNutrients2072-66432021-01-011325925910.3390/nu13010259Association of Testosterone-Related Dietary Pattern with Testicular Function among Adult Men: A Cross-Sectional Health Screening Study in TaiwanAdi-Lukas Kurniawan0Chien-Yeh Hsu1Jane C-J Chao2Rathi Paramastri3Hsiu-An Lee4Pao-Chin Lai5Nan-Chen Hsieh6Shu-Fang Vivienne Wu7Research Center for Healthcare Industry Innovation, National Taipei University of Nursing and Health Sciences, 365 Ming-Te Road, Beitou District, Taipei 112, TaiwanDepartment of Information Management, National Taipei University of Nursing and Health Sciences, 365 Ming-Te Road, Beitou District, Taipei 112, TaiwanSchool of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, 250 Wu-Hsing Street, Xinyi District, Taipei 110, TaiwanSchool of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, 250 Wu-Hsing Street, Xinyi District, Taipei 110, TaiwanDepartment of Computer Science and Information Engineering, Tamkang University, 151 Yingzhuan Road, Tamsui District, New Taipei 251, TaiwanDepartment of Nursing, Shin Kong Wu Ho-Su Memorial Hospital, 95 Wen Chang Road, Shilin District, Taipei 111, TaiwanResearch Center for Healthcare Industry Innovation, National Taipei University of Nursing and Health Sciences, 365 Ming-Te Road, Beitou District, Taipei 112, TaiwanResearch Center for Healthcare Industry Innovation, National Taipei University of Nursing and Health Sciences, 365 Ming-Te Road, Beitou District, Taipei 112, TaiwanDiets could play an important role in testicular function, but studies on how adherence to the dietary patterns influences human testicular function in Asian countries are scarce. Herein, we examined the association between testosterone-related dietary patterns and testicular function among adult men in Taiwan. This cross-sectional study recruited 3283 men who attended a private medical screening program from 2009 to 2015. Testosterone-related dietary pattern was generated by the reduced rank regression (RRR) method. The association between adherence to quartile of dietary pattern scores with sex hormones (testosterone, follicle-stimulating hormone (FSH), luteinizing hormone (LH), and estradiol (E2)) and sperm quality (sperm concentration (SC), total sperm motility (TSM), progressive motility (PRM), and normal sperm morphology (NSM)) were examined by multivariable linear regression. Hemoglobin (β = 0.57, <i>p</i> < 0.001), hematocrit (β = 0.17, <i>p</i> = 0.002), triglyceride (β = −0.84, <i>p</i> < 0.001), HDL-cholesterol (β = 3.58, <i>p</i> < 0.001), total cholesterol to HDL-cholesterol ratio (β = −0.78, <i>p</i> < 0.001), and uric acid (β = −10.77, <i>p</i> < 0.001) were highly correlated with testosterone levels. Therefore, these biomarkers were used to construct a testosterone-related dietary pattern. Highest adherence (Q4) to dietary pattern scores were negatively associated with lower testosterone in the pooled analysis (β = −0.89, <i>p</i> = 0.037) and normal-weight men (β = −1.48, <i>p</i> = 0.019). Likewise, men in the Q4 of the dietary pattern had lower SC (β = −5.55, <i>p</i> = 0.001) and NSM (β = −2.22, <i>p</i> = 0.007) regardless of their nutritional status. Our study suggesting that testosterone-related dietary pattern (rich in preserved vegetables or processed meat or fish, deep-fried foods, innards organs, rice or flour products cooked in oil, and dipping sauce, but low in milk, dairy products, legumes, or beans, and dark or leafy vegetables) was associated with a poor testicular function.https://www.mdpi.com/2072-6643/13/1/259dietary patternstesticular functionsperm qualitymale sex hormonesreduced-rank regression |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Adi-Lukas Kurniawan Chien-Yeh Hsu Jane C-J Chao Rathi Paramastri Hsiu-An Lee Pao-Chin Lai Nan-Chen Hsieh Shu-Fang Vivienne Wu |
spellingShingle |
Adi-Lukas Kurniawan Chien-Yeh Hsu Jane C-J Chao Rathi Paramastri Hsiu-An Lee Pao-Chin Lai Nan-Chen Hsieh Shu-Fang Vivienne Wu Association of Testosterone-Related Dietary Pattern with Testicular Function among Adult Men: A Cross-Sectional Health Screening Study in Taiwan Nutrients dietary patterns testicular function sperm quality male sex hormones reduced-rank regression |
author_facet |
Adi-Lukas Kurniawan Chien-Yeh Hsu Jane C-J Chao Rathi Paramastri Hsiu-An Lee Pao-Chin Lai Nan-Chen Hsieh Shu-Fang Vivienne Wu |
author_sort |
Adi-Lukas Kurniawan |
title |
Association of Testosterone-Related Dietary Pattern with Testicular Function among Adult Men: A Cross-Sectional Health Screening Study in Taiwan |
title_short |
Association of Testosterone-Related Dietary Pattern with Testicular Function among Adult Men: A Cross-Sectional Health Screening Study in Taiwan |
title_full |
Association of Testosterone-Related Dietary Pattern with Testicular Function among Adult Men: A Cross-Sectional Health Screening Study in Taiwan |
title_fullStr |
Association of Testosterone-Related Dietary Pattern with Testicular Function among Adult Men: A Cross-Sectional Health Screening Study in Taiwan |
title_full_unstemmed |
Association of Testosterone-Related Dietary Pattern with Testicular Function among Adult Men: A Cross-Sectional Health Screening Study in Taiwan |
title_sort |
association of testosterone-related dietary pattern with testicular function among adult men: a cross-sectional health screening study in taiwan |
publisher |
MDPI AG |
series |
Nutrients |
issn |
2072-6643 |
publishDate |
2021-01-01 |
description |
Diets could play an important role in testicular function, but studies on how adherence to the dietary patterns influences human testicular function in Asian countries are scarce. Herein, we examined the association between testosterone-related dietary patterns and testicular function among adult men in Taiwan. This cross-sectional study recruited 3283 men who attended a private medical screening program from 2009 to 2015. Testosterone-related dietary pattern was generated by the reduced rank regression (RRR) method. The association between adherence to quartile of dietary pattern scores with sex hormones (testosterone, follicle-stimulating hormone (FSH), luteinizing hormone (LH), and estradiol (E2)) and sperm quality (sperm concentration (SC), total sperm motility (TSM), progressive motility (PRM), and normal sperm morphology (NSM)) were examined by multivariable linear regression. Hemoglobin (β = 0.57, <i>p</i> < 0.001), hematocrit (β = 0.17, <i>p</i> = 0.002), triglyceride (β = −0.84, <i>p</i> < 0.001), HDL-cholesterol (β = 3.58, <i>p</i> < 0.001), total cholesterol to HDL-cholesterol ratio (β = −0.78, <i>p</i> < 0.001), and uric acid (β = −10.77, <i>p</i> < 0.001) were highly correlated with testosterone levels. Therefore, these biomarkers were used to construct a testosterone-related dietary pattern. Highest adherence (Q4) to dietary pattern scores were negatively associated with lower testosterone in the pooled analysis (β = −0.89, <i>p</i> = 0.037) and normal-weight men (β = −1.48, <i>p</i> = 0.019). Likewise, men in the Q4 of the dietary pattern had lower SC (β = −5.55, <i>p</i> = 0.001) and NSM (β = −2.22, <i>p</i> = 0.007) regardless of their nutritional status. Our study suggesting that testosterone-related dietary pattern (rich in preserved vegetables or processed meat or fish, deep-fried foods, innards organs, rice or flour products cooked in oil, and dipping sauce, but low in milk, dairy products, legumes, or beans, and dark or leafy vegetables) was associated with a poor testicular function. |
topic |
dietary patterns testicular function sperm quality male sex hormones reduced-rank regression |
url |
https://www.mdpi.com/2072-6643/13/1/259 |
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