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Characterizing semen abnormality male infertility using non-targeted blood plasma metabolomics

机译:使用非靶向血浆代谢组学鉴定男性男性不育精液异常

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摘要

Semen abnormality (SA) male infertility has become a worldwide reproductive health problem. The invasive tests (e.g., testicular biopsy) and labor-intensive methods of semen collection severely inhibit diagnosis of male infertility. In addition, the pathogenesis and biological interpretation of male infertility are still obscure. In this report, a total of 84 semen abnormality (SA) patients, diagnosed as teratozoospermia (TE, n = 21), asthenozoospermia (AS, n = 23), oligozoospermia (OL, n = 20), azoospermia (AZ, n = 20), and age-matched healthy controls (HC, n = 29) were analyzed by GC-MS for discrimination analysis and discovery of potential biomarkers. Twenty-three biomarkers were obtained by multivariate statistical method (partial least squares-discriminant analysis, PLS-DA) and univariate statistical method (analysis of variance, ANOVA) with comparisons of TE versus HC, AS versus HC, OL versus HC and AZ versus HC. Based on those biomarkers, the most relevant pathways were mainly associated with the metabolism of carbohydrates, amino acids, and lipids. The principal metabolic alternations in SA male infertility included increased levels of energy-related metabolisms, such as tricarboxylic acid cycle, pyruvate metabolism, glyoxylate and dicarboxylate metabolism, glycine, serine, threonine metabolism and saturated fatty acid metabolism. Furthermore, increased levels of glutathione metabolism were related to oxidative stress. Finally, decreased levels of arginine and proline metabolism and inositol phosphate metabolism were observed. In conclusion, blood plasma metabolomics is powerful for characterizing metabolic disturbances in SA male infertility. From metabolic pathway analysis, energy production, oxidation stress and the released enzyme during spermatogenesis take the primary responsibilities for SA male infertility.
机译:精液异常(SA)男性不育已成为世界范围内的生殖健康问题。侵入性检查(例如睾丸活检)和劳动密集型精液收集方法严重抑制了男性不育的诊断。此外,男性不育的发病机理和生物学解释仍不清楚。在本报告中,总共有84名精液异常(SA)患者,被诊断为畸形精子症(TE,n = 21),弱精子症(AS,n = 23),少精子症(OL,n = 20),无精子症(AZ,n = 20),并通过GC-MS分析年龄匹配的健康对照(HC,n = 29),以进行辨别分析和发现潜在的生物标志物。通过多元统计方法(偏最小二乘鉴别分析,PLS-DA)和单变量统计方法(方差分析,ANOVA)获得了23种生物标记,并比较了TE与HC,AS与HC,OL与HC,AZ与HC。基于这些生物标记,最相关的途径主要与碳水化合物,氨基酸和脂质的代谢有关。 SA男性不育症的主要代谢变化包括与能量有关的代谢水平升高,例如三羧酸循环,丙酮酸代谢,乙醛酸和二羧酸酯代谢,甘氨酸,丝氨酸,苏氨酸代谢和饱和脂肪酸代谢。此外,增加的谷胱甘肽代谢水平与氧化应激有关。最后,观察到精氨酸和脯氨酸代谢水平降低,肌醇磷酸代谢降低。总之,血浆代谢组学对于表征SA男性不育患者的代谢紊乱具有强大的作用。从代谢途径分析,精子发生过程中的能量产生,氧化应激和释放的酶是SA男性不育的主要责任。

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