Dynamic Biochemical Information Recovery in Spontaneous Human Seminal Fluid Reactions via 1H NMR Kinetic Statistical Total Correlation Spectroscopy
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- 作者：Anthony D. Maher ; Olivier Cloarec ; Prasad Patki ; Michael Craggs ; Elaine Holmes ; John C. Lindon ; Jeremy K. Nicholson
- 刊名：Analytical Chemistry
- 出版年：2009
- 出版时间：January 1, 2009
- 年：2009
- 卷：81
- 期：1
- 页码：288-295
- 全文大小：333K
- 年卷期：v.81,no.1(January 1, 2009)
- ISSN：1520-6882
文摘
Human seminal fluid (HSF) is a complex mixture of reacting glandular metabolite and protein secretions that provides critical support functions in fertilization. We have employed 600-MHz 1H NMR spectroscopy to compare and contrast the temporal biochemical and biophysical changes in HSF from infertile men with spinal cord injury compared to age-matched controls. We have developed new approaches to data analysis and visualization to facilitate the interpretation of the results, including the first application of the recently published K-STOCSY concept to a biofluid, enhancing the extraction of information on biochemically related metabolites and assignment of resonances from the major seminal protein, semenogelin. Principal components analysis was also applied to evaluate the extent to which macromolecules influence the overall variation in the metabolic data set. The K-STOCSY concept was utilized further to determine the relationships between reaction rates and metabolite levels, revealing that choline, N-acetylglucosamine, and uridine are associated with higher peptidase activity. The novel approach adopted here has the potential to capture dynamic information in any complex mixture of reacting chemicals including other biofluids or cell extracts.