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RMieS-EMSC correction for infrared spectra of biological cells: Extension using full Mie theory and GPU computing
被引:119
作者:
Bassan, Paul
[1
]
Kohler, Achim
[2
]
Martens, Harald
[2
,3
]
Lee, Joe
[4
]
Jackson, Edward
[1
]
Lockyer, Nicholas
[1
]
Dumas, Paul
[5
]
Brown, Michael
[6
]
Clarke, Noel
[6
,7
,8
]
Gardner, Peter
[1
]
机构:
[1] Univ Manchester, Sch Chem Engn & Analyt Sci, Manchester Interdisciplinary Bioctr, Manchester M1 7DN, Lancs, England
[2] Ctr Biospect & Data Modelling, N-1430 As, Norway
[3] Norwegian Univ Life Sci, Dept Math Sci & Technol, CIGENE, N-1430 As, Norway
[4] Univ Manchester, Sch Chem Engn & Analyt Sci, Manchester M13 9PL, Lancs, England
[5] Synchrotron SOLEIL, F-91192 Gif Sur Yvette, France
[6] Univ Manchester, Genito Urinary Canc Res Grp, Sch Canc & Enabling Sci,Christie NHS Fdn Trust, Paterson Inst Canc Res,Manchester Acad Hlth Sci C, Manchester M20 4BX, Lancs, England
[7] Christie NHS Fdn Trust, Dept Urol, Manchester M20 4BX, Lancs, England
[8] Salford Royal NHS Fdn Trust, Dept Urol, Salford M6 8HD, Lancs, England
关键词:
FTIR;
single cells;
cell nucleus;
infrared microspectroscopy;
anomalous dispersion artefact;
signal correction;
EMSC;
Mie scattering;
resonant Mie scattering;
PROSTATE-CANCER CELLS;
MULTIPLICATIVE SIGNAL CORRECTION;
SINGLE CELLS;
IR MICROSPECTROSCOPY;
MICRO-SPECTROSCOPY;
SCATTERING;
D O I:
10.1002/jbio.201000036
中图分类号:
Q5 [生物化学];
学科分类号:
071010 ;
081704 ;
摘要:
In the field of biomedical infrared spectroscopy it is often desirable to obtain spectra at the cellular level. Samples consisting of isolated single biological cells are particularly unsuited to such analysis since cells are strong scatterers of infrared radiation. Thus measured spectra consist of an absorption component often highly distorted by scattering effects. It is now known that the predominant contribution to the scattering is Resonant Mic Scattering (RMieS) and recently we have shown that this can be corrected for, using an iterative algorithm based on Extended Multiplicative Signal Correction (EMSC) and a Mie approximation formula. Here we present an iterative algorithm that applies full Mie scattering theory. In order to avoid noise accumulation in the iterative algorithm a curve-fitting step is implemented on the new reference spectrum. The new algorithm increases the computational time when run on an equivalent processor. Therefore parallel processing by a Graphics Processing Unit (GPU) was employed to [GRAPHICS] reduce computation time. The optimised RMieS-EMSC algorithm is applied to an IR spectroscopy data set of cultured single isolated prostate cancer (PC-3) cells, where it is shown that spectral distortions from RMieS are removed.
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页码:609 / 620
页数:12
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