Metabolomics is a comprehensive study of low molecular weight compounds in biological samples and has been applied to wide range of research areas from medical to food analysis. For the analysis of metabolites, gas chromatography-mass spectrometry (GC/MS) has been frequently used due to its availability, reproducibility, and well-studied database. Since most metabolites are hydrophilic and low-molecular weight, extraction, dehydration, and derivatization of polar functional groups are normally required. These steps are usually performed in solution or by freeze drying. However, these three steps make sample preparation prior to GC/MS analysis laborious and time-consuming.

Fig. 1. Work flow of SPAD based GC/MS-based metabolomics.

In our study, we introduced novel approach, solid phase analytical derivatization (SPAD), to achieve faster and easier sample preparation of GC/MS based metabolomics. SPAD is an approach to reduce the complexity of experimental steps by simultaneously performing extraction and derivatization on same solid phase (Fig. 1). Since SPAD has many advantage such as high selectivity, low organic solvent consumption, and automation with any chromatographic system, SPAD has been applied to sample preparation of various compounds. However, SPAD and metabolomics have opposite aims in the coverage of the analytes. In contrast to high selectivity of SPAD, metabolomics aims comprehensive analysis of metabolites including organic acids, amino acids, and amines.

To apply SPAD to metabolomics, we newly combined two types of solid phase, strong anion-exchange solid phase and strong cation-exchange solid phase. Amino acids, organic acids, and amines were absorbed on either or both solid phase. As same as commonly used protocol, trimethylsilylation and methoxyamine derivatization were used and performed on the solid phase. After construction of the SPAD protocol, effect of matrix components was examined and the method was applied to the analysis of human plasma samples.

12 amino acids, 6 organic acids, and 3 amines were selected as test analytes and each step of the SPAD procedure were optimized. As a result, all target analytes were successfully derivatized and detected in GC/MS. Moreover, the effect of co-existing substance was investigated. Although coexisting saccharides in the sample did not affect to the analytes desorption or derivatization, coexisting sodium chloride significantly interfere and decrease the peak intensities of all analytes. Dilution of the sample solution settled this problem and our results newly showed superiority of SPAD for much-sugar containing metabolomics samples, e.g. fruits. Finally, the SPAD method was successfully applied to human plasma sample and identified 16 amino acids and 2 organic acids.

Our study demonstrated a novel approach to the realize faster and more simple sample preparation of GC/MS based metabolomics. Moreover, we newly found the applicability of SPAD to real samples such as plasma and the usability of SPAD in food analysis which contains abundant sugars. This SPAD approach would be more useful in the future to improve metabolomics study by expanding coverage of target analytes and automating sample preparation.

Emi Takeo, Eiichiro Fukusaki
Department of Biotechnology, Graduate School of Engineering, Osaka University, Japan

Publication

Solid-phase analytical derivatization for gas-chromatography-mass-spectrometry-based metabolomics.
Takeo E, Sasano R, Shimma S, Bamba T, Fukusaki E
J Biosci Bioeng. 2017 Dec

Read offline:     

Related Articles:

	WRGSD: improving reliability and efficiency for… Water-quality response grid-based sampling design (WRGSD) using optimization and multi-factors assessment can reliably detect a variety of the impact of human activities. The sampling design are optimized by clustering and…
	Edible coating for enhancing the shelf life of… Preserving food, especially horticulture products, is one of the most difficult farm work. The global community has highlighted this problem and set a target of halving per-capita food waste by…
	Actinobacteria from Algerian ecosystems as a rich… Secondary metabolites are molecules not essential for the growth and development of microorganism, mainly having a defence role. They have shown a great potential for the discovery of drugs and…
	UCLA researchers develop high-sensitivity… A significant advancement for point-of-care medical diagnostics, a team of researchers from UCLA has introduced a deep learning-enhanced, paper-based vertical flow assay (VFA) capable of detecting cardiac troponin I (cTnI)…
	Newly emerging drugs of abuse: A cat-and-mouse game Recreational drug abuse and the resultant overdose have been a serious public health threat in the U.S. and the world. While traditional drugs of abuse remain popular, recreational use of…
	Sustainable solutions: Tamarind Seed Kernel powder… The majority of petroleum-based adhesives applied in the wood industry today, particularly formaldehyde-based adhesives. Their application trend is increasing due to their wide availability, superior bonding, durability, and resistance to…