4.3 Article Proceedings Paper

Combined use of infrared and hard X-ray microprobes for spectroscopy-based neuroanatomy

Journal

JOURNAL OF INSTRUMENTATION
Volume 13, Issue -, Pages -

Publisher

IOP Publishing Ltd
DOI: 10.1088/1748-0221/13/05/C05008

Keywords

X-ray fluorescence (XRF) systems; Data analysis; Image processing; Imaging spectroscopy

Funding

  1. National Science Centre Poland [DEC-2013/09/B/NZ4/02539]
  2. International Atomic Energy Agency (IAEA) [G42005]
  3. Ministry of Science and Higher Education [11.11.220.01/3]

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Understanding the pathological triggers that affect the structural and physiological integrity of biochemical milieu of neurons is crucial to extend our knowledge on brain disorders, that are in many circumstances hardly treatable. Over recently, by using sophisticated hyperspectral micro-imaging modalities, it has been placed within our reach to get an insight into high fidelity histological details along with corresponding biochemical information in a label-free fashion, without using any additional chemical fixatives. However, in order to push forwards extensive application of these methods in the clinical arena, it is viable to make further iterations in novel data analysis protocols in order to boost their sensitivity. Therefore, in our study we proposed a new combined approach utilizing both benchtop Fourier transforminfrared (FTIR) and synchrotron X-ray fluorescence (SR-XRF) micro-spectroscopies coupled with multivariate data clustering using the K-means algorithm for combined molecular and elemental micro-imaging, so that these complimentary analytical tools could be used for delineating between various brain structures based on their biochemical composition. By utilizing mid-IR transmission FTIR experiments, the biochemical composition in terms of lipids, proteins and phosphodiesters became accessible. In turn, the SR-XRF experiment was carried out at the advanced IAEA X-ray spectrometry station at Elettra Sincrotrone Trieste. By measuring in vacuum and by using the primary exciting X-ray beam, monochromatized to 10.5 keV, we took advantage of accessing the characteristic X-ray lines of a variety of elements ranging from carbon to zinc. Herein, we can report that the developed methodology has high specificity for label-free discriminating between lipid- and protein-rich brain tissue areas.

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