Nonresonant Femtosecond Laser Vaporization with Electrospray Postionization for ex vivo Plant Tissue Typing Using Compressive Linear Classification

被引:27
作者
Judge, Elizabeth J. [1 ]
Brady, John J. [1 ]
Barbano, Paolo Emilio [2 ]
Levis, Robert J. [1 ]
机构
[1] Temple Univ, Dept Chem, Philadelphia, PA 19122 USA
[2] Univ Cambridge, Dept Appl Math & Theoret Phys, Cambridge CB3 0WA, England
基金
美国国家科学基金会;
关键词
ION MASS-SPECTROMETRY; ATMOSPHERIC-PRESSURE; AMBIENT CONDITIONS; ABLATION; IONIZATION; DESORPTION; MACROMOLECULES; METABOLITES;
D O I
10.1021/ac102978f
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Laser electrospray mass spectrometry (LEMS) with offline classification is used to discriminate plant tissues at atmospheric pressure using an intense (10(13) W cm(-2)), non-resonant (800 nm) femtosecond laser pulse to vaporize cellular content for subsequent mass analysis. The tissue content of the plant within the 0.05 mm(2) laser interaction region is vaporized into the electrospray plume where the molecules are ionized prior to transfer into the mass spectrometer. The measurements for a flower petal, leaf, and stem of an impatiens plant reveal mass spectral signatures that enable discrimination as performed using a compressive linear classifier. The statistical analysis of the plant tissue samples reveals reproducibility of the data for replicate tissue samples and within a single tissue sample. A similar degree of discrimination was achieved for the green and white regions of aphelandra squarrosa (zebra plant) leaves.
引用
收藏
页码:2145 / 2151
页数:7
相关论文
共 36 条
[1]   Femtosecond near-infrared laser desorption of multilayer benzene on Pt{111}: A molecular Newton's cradle? [J].
Arnolds, H ;
Rehbein, C ;
Roberts, G ;
Levis, RJ ;
King, DA .
JOURNAL OF PHYSICAL CHEMISTRY B, 2000, 104 (14) :3375-3382
[2]   COMPRESSIVE MAHALANOBIS CLASSIFIERS [J].
Barbano, Paolo Emilio ;
Coifman, Ronald R. .
2008 IEEE WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING, 2008, :345-349
[3]   Analysis of Amphiphilic Lipids and Hydrophobic Proteins Using Nonresonant Femtosecond Laser Vaporization with Electrospray Post-Ionization [J].
Brady, John J. ;
Judge, Elizabeth J. ;
Levis, Robert J. .
JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 2011, 22 (04) :762-772
[4]   Identification of explosives and explosive formulations using laser electrospray mass spectrometry [J].
Brady, John J. ;
Judge, Elizabeth J. ;
Levis, Robert J. .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2010, 24 (11) :1659-1664
[5]   Mass spectrometry of intact neutral macromolecules using intense non-resonant femtosecond laser vaporization with electrospray post-ionization [J].
Brady, John J. ;
Judge, Elizabeth J. ;
Levis, Robert J. .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2009, 23 (19) :3151-3157
[6]   Construction of a Large Class of Deterministic Sensing Matrices That Satisfy a Statistical Isometry Property [J].
Calderbank, Robert ;
Howard, Stephen ;
Jafarpour, Sina .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2010, 4 (02) :358-374
[7]  
Campbell N.A., 2005, Biology
[8]   Molecular imaging of biological samples: Localization of peptides and proteins using MALDI-TOF MS [J].
Caprioli, RM ;
Farmer, TB ;
Gile, J .
ANALYTICAL CHEMISTRY, 1997, 69 (23) :4751-4760
[9]  
Chichkov BN, 1996, APPL PHYS A-MATER, V63, P109, DOI 10.1007/BF01567637
[10]   Atmospheric Pressure Femtosecond Laser Imaging Mass Spectrometry [J].
Coello, Yves ;
Jones, A. Daniel ;
Gunaratne, Tissa C. ;
Dantus, Marcos .
ANALYTICAL CHEMISTRY, 2010, 82 (07) :2753-2758