Hosseini Elham, Amirjannati Naser, Henkel Ralf, Bazrafkan Mahshid, Moghadasfar Hanieh, Gilany Kambiz
Zanjan Metabolic Diseases Research Center, Zanjan University of Medical Sciences, Zanjan, Iran.
Department of Obstetrics and Gynecology, Mousavi Hospital, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran.
Reprod Sci. 2023 Nov;30(11):3285-3295. doi: 10.1007/s43032-023-01272-2. Epub 2023 Jun 1.
Identifying the metabolome of human seminal plasma (HSP) is a new research area to screen putative biomarkers of infertility. This case-control study was performed on HSP specimens of 15 infertile patients with teratozoospermia (defined as normal sperm morphology < 4%) and 12 confirmed fertile normozoospermic men as the control group to investigate the seminal metabolic signature and whether there are differences in the metabolome between two groups. HSPs were subjected to LC-MS-MS analysis. MetaboAnalyst5.0 software was utilized for statistical analysis. Different univariate and multivariate analyses were used, including T-tests, fold change analysis, random forest (RF), and metabolite set enrichment analysis (MSEA). Teratozoospermic samples contained seventeen significantly different amino acids. Upregulated metabolites include glutamine, asparagine, and glycylproline, whereas downregulated metabolites include cysteine, γ-aminobutyric acid, histidine, hydroxylysine, hydroxyproline, glycine, proline, methionine, ornithine, tryptophan, aspartic acid, argininosuccinic acid, α-aminoadipic acid, and β-aminoisobutyric acid. RF algorithm defined a set of 15 metabolites that constitute the significant features of teratozoospermia. In particular, increased glutamine, asparagine, and decreased cysteine, tryptophan, glycine, and valine were strong predictors of teratozoospemia. The most affected metabolic pathways in teratozoospermic men are the aminoacyl-tRNA, arginine, valine-leucine, and isoleucine biosynthesis. Altered metabolites detected in teratozoospermia were responsible for various roles in sperm functions that classified into four subgroups as follows: related metabolites to antioxidant function, energy production, sperm function, and spermatogenesis. The altered amino acid metabolome identified in this study may be related to the etiology of teratozoospermia, and may provide novel insight into potential biomarkers of male infertility for therapeutic targets.
鉴定人类精浆(HSP)的代谢组是筛选不育症潜在生物标志物的一个新研究领域。本病例对照研究对15例畸形精子症不育患者(定义为正常精子形态<4%)的HSP样本和12例已证实生育能力正常的正常精子症男性作为对照组进行,以研究精液代谢特征以及两组之间代谢组是否存在差异。对HSP进行液相色谱-质谱联用(LC-MS-MS)分析。利用MetaboAnalyst5.0软件进行统计分析。采用了不同的单变量和多变量分析方法,包括T检验、倍数变化分析、随机森林(RF)和代谢物集富集分析(MSEA)。畸形精子症样本含有17种显著不同的氨基酸。上调的代谢物包括谷氨酰胺、天冬酰胺和甘氨酰脯氨酸,而下调的代谢物包括半胱氨酸、γ-氨基丁酸、组氨酸、羟赖氨酸、羟脯氨酸、甘氨酸、脯氨酸、蛋氨酸、鸟氨酸、色氨酸、天冬氨酸、精氨琥珀酸、α-氨基己二酸和β-氨基异丁酸。RF算法定义了一组15种代谢物,它们构成了畸形精子症的显著特征。特别是,谷氨酰胺、天冬酰胺增加以及半胱氨酸、色氨酸、甘氨酸和缬氨酸减少是畸形精子症的强预测指标。畸形精子症男性中受影响最大的代谢途径是氨酰-tRNA、精氨酸、缬氨酸-亮氨酸和异亮氨酸生物合成。在畸形精子症中检测到的代谢物改变在精子功能中发挥着各种作用,可分为以下四个亚组:与抗氧化功能、能量产生、精子功能和精子发生相关的代谢物。本研究中鉴定出的氨基酸代谢组改变可能与畸形精子症的病因有关,并可能为男性不育症的潜在生物标志物提供新的治疗靶点见解。