Lavigne Antonin, Géhin Thomas, Gilquin Benoît, Jousseaume Vincent, Veillerot Marc, Botella Claude, Chevalier Céline, Jamois Cécile, Chevolot Yann, Phaner-Goutorbe Magali, Yeromonahos Christelle
Univ Lyon, Ecole Centrale de Lyon, CNRS, INSA Lyon, Université Claude Bernard Lyon 1, CPE Lyon, INL, UMR5270, 69134 Ecully Cedex, France.
Univ Lyon, CNRS, Ecole Centrale de Lyon, INSA Lyon, Université Claude Bernard Lyon 1, CPE Lyon, INL, UMR5270, 69134 Ecully Cedex, France.
ACS Omega. 2023 Jul 26;8(31):28898-28909. doi: 10.1021/acsomega.3c04266. eCollection 2023 Aug 8.
Matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-ToF MS) is a promising strategy for clinical diagnosis based on metabolite detection. However, several bottlenecks (such as the lack of reproducibility in analysis, the presence of an important background in low-mass range, and the lack of organic matrix for some molecules) prevent its transfer to clinical cases. These limitations can be addressed by using nanoporous silicon surfaces chemically functionalized with silane monolayers. In the present study, sepsis metabolite biomarkers were used to investigate the effects of silane monolayers and porous silicon substrates on MALDI-ToF MS analysis (signal-to-noise value (S/N), relative standard deviation of the S/N of triplicate samples (STD), and intra-substrates uniformity). Also, the impact of the physicochemical properties of metabolites, with different isoelectric points and hydrophobic-hydrophilic balances, was assessed. Four different silane molecules, with various alkyl chain lengths and head-group charges, were self-assembled in monolayers on plane and porous silicon surfaces. Their surface coverage and conformity were investigated by X-ray photoelectron spectroscopy (XPS) and time-of-flight secondary ion mass spectrometry (ToF-SIMS). The seven metabolites detected on the stainless-steel target plate (lysophosphatidylcholine, caffeine, phenylalanine, creatinine, valine, arginine, and glycerophosphocholine) are also detected on the silanized and bare, plane and porous silicon surfaces. Moreover, two metabolites, glycine and alanine, which are not detected on the stainless-steel target plate, are detected on all silanized surfaces, except glycine which is not detected on CH short-modified porous silicon and on the bare plane silicon substrate. In addition, whatever the metabolites (except phenylalanine and valine), at least one of the silicon surfaces allows to increase the S/N value in comparison with the stainless-steel target plate. Also, the heterogeneity of matrix crystallization features is linked to the STD which is poor on the NH monolayer on plane substrate and better on the NH monolayer on porous substrate, for most of the metabolites. Nevertheless, matrix crystallization features are not sufficient to systematically get high STD and uniformity in MALDI-ToF MS analysis. Indeed, the physicochemical properties of metabolites and surfaces, limitations in metabolite extraction from the pores, and improvement in metabolite desorption due to the pores are shown to significantly impact MS analysis. In particular, in the case of the most hydrophobic metabolites studied, the highest S/N values and the best STD and uniformity (the lowest values) are reached by using porous substrates, while in the case of the most hydrophilic metabolites studied, plane substrates demonstrated the highest S/N and the lowest STD. No clear trend of surface chemistry was evidenced.
基质辅助激光解吸电离飞行时间质谱(MALDI-ToF MS)是一种基于代谢物检测的很有前景的临床诊断策略。然而,一些瓶颈问题(如分析缺乏重现性、低质量范围内存在重要背景以及某些分子缺乏有机基质)阻碍了其在临床病例中的应用。通过使用用硅烷单分子层化学功能化的纳米多孔硅表面,可以解决这些限制。在本研究中,利用脓毒症代谢物生物标志物来研究硅烷单分子层和多孔硅基底对MALDI-ToF MS分析的影响(信噪比(S/N)、一式三份样品S/N的相对标准偏差(STD)以及基底内均匀性)。此外,还评估了具有不同等电点和疏水-亲水平衡的代谢物的物理化学性质的影响。四种具有不同烷基链长度和头基电荷的不同硅烷分子自组装在平面和多孔硅表面的单分子层中。通过X射线光电子能谱(XPS)和飞行时间二次离子质谱(ToF-SIMS)研究了它们的表面覆盖率和一致性。在不锈钢靶板上检测到的七种代谢物(溶血磷脂酰胆碱、咖啡因、苯丙氨酸、肌酐、缬氨酸、精氨酸和甘油磷酸胆碱)也在硅烷化和裸露的平面及多孔硅表面上被检测到。此外,在不锈钢靶板上未检测到的两种代谢物,甘氨酸和丙氨酸,在所有硅烷化表面上都被检测到,但甘氨酸在CH短修饰的多孔硅和裸露的平面硅基底上未被检测到。此外,无论代谢物如何(除苯丙氨酸和缬氨酸外),与不锈钢靶板相比,至少有一种硅表面能提高S/N值。而且,对于大多数代谢物来说,基质结晶特征的异质性与STD有关,平面基底上的NH单分子层的STD较差,而多孔基底上的NH单分子层的STD较好。然而,在MALDI-ToF MS分析中,基质结晶特征不足以系统地获得高STD和均匀性。实际上,代谢物和表面的物理化学性质、从孔中提取代谢物的局限性以及由于孔导致的代谢物解吸的改善都显示出对质谱分析有显著影响。特别是,在所研究的最疏水代谢物的情况下,使用多孔基底可达到最高的S/N值以及最佳的STD和均匀性(最低值),而在所研究的最亲水代谢物的情况下,平面基底显示出最高的S/N和最低的STD。未发现明显的表面化学趋势。