Yin Tao, Liang Sen, Zhou XinYu, Lai Xueting, Su Xun, Tao Jiajing, Ren Shiwei, Li Danyang, Cao Yunxia, Ji Dongmei, Liang Chunmei
Department of Obstetrics and Gynecology, the First Affiliated Hospital, Anhui Medical University, No 218 Jixi Road, Hefei 230022, Anhui, China; School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui 230032, China; Key Laboratory of Population Health Across Life Cycle (Anhui Medical University), Ministry of Education of the people's Republic of China, No 81 Meishan Road, Hefei, Anhui 230032, China.
School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui 230032, China.
Ecotoxicol Environ Saf. 2025 Jun 27;302:118543. doi: 10.1016/j.ecoenv.2025.118543.
The sperm DNA fragmentation index (DFI) is a crucial marker of single- or double-stranded DNA breaks, whereas the sperm high DNA stainability (HDS) indicates immature sperm nuclei accompanied with aberrant protein expression or altered protamine-to-histone ratios. Thus, sperm DFI and HDS constitute non-classical semen parameters that may serve as surrogate indicators of male fertility beyond what classical semen parameters (sperm motility, concentration and morphology) can offer. However, few epidemiological studies have investigated the impact of metal exposure on high sperm DFI and sperm HDS risk, especially their potential mediating roles in the association between metal exposure and risk of idiopathic oligo-asthenoteratozoospermia (iOAT). Against this background, this study was designed to explore the association of metal exposure in seminal plasma with the risk of high sperm DFI, high sperm HDS, and iOAT, as well as determine whether sperm DFI and sperm HDS mediate the relationship of metals with the risk of iOAT.
A case-control study comprising 590 male participants (317 controls and 273 cases) was performed. Thirteen metals in seminal plasma (Fe, Ni, Cu, Co, Se, Sr, Cd, Cr, Pb, V, Mn, Tl, and Ba) were quantified using inductively coupled plasma mass spectrometer (ICP-MS). The individual effect of each metal on high sperm DFI, high sperm HDS, and iOAT risk was explored using multivariate logistic regression models. Quantile g-computation (Qgcomp) and Bayesian kernel machine regression (BKMR) were applied to dissect the combined effects of these metals on high sperm DFI, high sperm HDS, and iOAT risk. Moreover, we explored the potential mediating roles of sperm DFI and sperm HDS (both treated as continuous variables) in the association between metal exposure and iOAT risk using mediation analysis.
Using sperm DFI and sperm HDS as binary variables, multivariate logistic regression models showed that the second and third tertiles of Cr levels in seminal plasma were positively associated with high sperm DFI risk, with reference to the first tertile. Further analysis revealed that Sr and Tl levels in the third tertile were positively associated with high sperm DFI risk relative to the first tertile. Furthermore, Cr levels in the third tertile were positively associated with high sperm HDS risk, with the first tertile as the reference. Regarding the iOAT risk, elevated concentration of Ni, Cr, and Tl in the third tertile correlated with increased risk when compared to the first tertile. The Qgcomp and BKMR models consistently revealed that Sr and Tl levels in seminal plasma were positively associated with the high sperm DFI risk, V and Cr had a similar association with high sperm HDS risk, Tl, Ni and Cr exhibited a strong positive relationship with iOAT risk. Mediation analysis indicated that 63.29 % of the association between Tl exposure and the risk of iOAT was mediated by sperm DFI. In contrast, sperm HDS did not mediate the association between Cr and Ni exposure and the risk of iOAT.
This study demonstrates that exposure to metals may compromise sperm DNA integrity, increase the proportion of immature sperm nuclei, and the risk of iOAT. Specifically, elevated Cr levels in seminal plasma were consistently and positively associated with high sperm DFI, high sperm HDS, and iOAT risk. The results also indicated that sperm DFI mediated the association between Tl exposure and iOAT risk, but these mediating effects were not observed for sperm HDS on the relationship of Cr and Ni exposure with iOAT risk. This highlights the need for further investigations to clarify this complex relationship. Overall, our findings underscore the need to formulate environmental policies aimed at reducing exposure to harmful metals to promote male reproductive health.
精子DNA碎片化指数(DFI)是单链或双链DNA断裂的关键标志物,而精子高DNA染色性(HDS)表明未成熟的精子细胞核伴有异常的蛋白质表达或鱼精蛋白与组蛋白比例的改变。因此,精子DFI和HDS构成了非经典的精液参数,它们可以作为男性生育能力的替代指标,而不仅仅是经典精液参数(精子活力、浓度和形态)所能提供的。然而,很少有流行病学研究调查金属暴露对高精子DFI和精子HDS风险的影响,特别是它们在金属暴露与特发性少弱畸精子症(iOAT)风险之间关联中的潜在中介作用。在此背景下,本研究旨在探讨精浆中金属暴露与高精子DFI、高精子HDS和iOAT风险之间的关联,并确定精子DFI和精子HDS是否介导金属与iOAT风险之间的关系。
进行了一项病例对照研究,包括590名男性参与者(317名对照和273名病例)。使用电感耦合等离子体质谱仪(ICP-MS)对精浆中的13种金属(铁、镍、铜、钴、硒、锶、镉、铬、铅、钒、锰、铊和钡)进行定量。使用多变量逻辑回归模型探讨每种金属对高精子DFI、高精子HDS和iOAT风险的个体影响。应用分位数g计算(Qgcomp)和贝叶斯核机器回归(BKMR)来剖析这些金属对高精子DFI、高精子HDS和iOAT风险的联合影响。此外,我们使用中介分析探讨精子DFI和精子HDS(均视为连续变量)在金属暴露与iOAT风险之间关联中的潜在中介作用。
以精子DFI和精子HDS作为二元变量,多变量逻辑回归模型显示,与第一三分位数相比,精浆中铬水平的第二和第三三分位数与高精子DFI风险呈正相关。进一步分析表明,与第一三分位数相比,第三三分位数中的锶和铊水平与高精子DFI风险呈正相关。此外,以第一三分位数为参照,第三三分位数中的铬水平与高精子HDS风险呈正相关。关于iOAT风险,与第一三分位数相比,第三三分位数中镍、铬和铊浓度的升高与风险增加相关。Qgcomp和BKMR模型一致显示,精浆中的锶和铊水平与高精子DFI风险呈正相关,钒和铬与高精子HDS风险有类似关联,铊、镍和铬与iOAT风险呈现出强烈的正相关关系。中介分析表明,铊暴露与iOAT风险之间63.29%的关联是由精子DFI介导的。相比之下,精子HDS并未介导铬和镍暴露与iOAT风险之间的关联。
本研究表明,金属暴露可能损害精子DNA完整性,增加未成熟精子细胞核的比例以及iOAT的风险。具体而言,精浆中铬水平的升高始终与高精子DFI、高精子HDS和iOAT风险呈正相关。结果还表明,精子DFI介导了铊暴露与iOAT风险之间的关联,但在铬和镍暴露与iOAT风险的关系中未观察到精子HDS的这些中介作用。这突出了进一步调查以阐明这种复杂关系的必要性。总体而言,我们的研究结果强调了制定旨在减少有害金属暴露以促进男性生殖健康的环境政策的必要性。