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Investigation of intervertebral disc degeneration using multivariate FTIR spectroscopic imaging
Traditionally tissue samples are analysed using protein or enzyme specific stains on serial sections to build up a picture of the distribution of components contained within them. In this study we investigated the potential of multivariate curve resolution-alternating least squares (MCR-ALS) to deco...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Royal Society of Chemistry
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5047047/ https://www.ncbi.nlm.nih.gov/pubmed/27057647 http://dx.doi.org/10.1039/c5fd00160a |
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author | Mader, Kerstin T. Peeters, Mirte Detiger, Suzanne E. L. Helder, Marco N. Smit, Theo H. Le Maitre, Christine L. Sammon, Chris |
author_facet | Mader, Kerstin T. Peeters, Mirte Detiger, Suzanne E. L. Helder, Marco N. Smit, Theo H. Le Maitre, Christine L. Sammon, Chris |
author_sort | Mader, Kerstin T. |
collection | PubMed |
description | Traditionally tissue samples are analysed using protein or enzyme specific stains on serial sections to build up a picture of the distribution of components contained within them. In this study we investigated the potential of multivariate curve resolution-alternating least squares (MCR-ALS) to deconvolute 2nd derivative spectra of Fourier transform infrared (FTIR) microscopic images measured in transflectance mode of goat and human paraffin embedded intervertebral disc (IVD) tissue sections, to see if this methodology can provide analogous information to that provided by immunohistochemical stains and bioassays but from a single section. MCR-ALS analysis of non-degenerate and enzymatically in vivo degenerated goat IVDs reveals five matrix components displaying distribution maps matching histological stains for collagen, elastin and proteoglycan (PG), as well as immunohistochemical stains for collagen type I and II. Interestingly, two components exhibiting characteristic spectral and distribution profiles of proteoglycans were found, and relative component/tissue maps of these components (labelled PG1 and PG2) showed distinct distributions in non-degenerate versus mildly degenerate goat samples. MCR-ALS analysis of human IVD sections resulted in comparable spectral profiles to those observed in the goat samples, highlighting the inter species transferability of the presented methodology. Multivariate FTIR image analysis of a set of 43 goat IVD sections allowed the extraction of semi-quantitative information from component/tissue gradients taken across the IVD width of collagen type I, collagen type II, PG1 and PG2. Regional component/tissue parameters were calculated and significant correlations were found between histological grades of degeneration and PG parameters (PG1: p = 0.0003, PG2: p < 0.0001); glycosaminoglycan (GAG) content and PGs (PG1: p = 0.0055, PG2: p = 0.0001); and MRI T2* measurements and PGs (PG1: p = 0.0021, PG2: p < 0.0001). Additionally, component/tissue parameters for collagen type I and II showed significant correlations with total collagen content (p = 0.0204, p = 0.0127). In conclusion, the presented findings illustrate, that the described multivariate FTIR imaging approach affords the necessary chemical specificity to be considered an important tool in the study of IVD degeneration in goat and human IVDs. |
format | Online Article Text |
id | pubmed-5047047 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Royal Society of Chemistry |
record_format | MEDLINE/PubMed |
spelling | pubmed-50470472016-10-12 Investigation of intervertebral disc degeneration using multivariate FTIR spectroscopic imaging Mader, Kerstin T. Peeters, Mirte Detiger, Suzanne E. L. Helder, Marco N. Smit, Theo H. Le Maitre, Christine L. Sammon, Chris Faraday Discuss Chemistry Traditionally tissue samples are analysed using protein or enzyme specific stains on serial sections to build up a picture of the distribution of components contained within them. In this study we investigated the potential of multivariate curve resolution-alternating least squares (MCR-ALS) to deconvolute 2nd derivative spectra of Fourier transform infrared (FTIR) microscopic images measured in transflectance mode of goat and human paraffin embedded intervertebral disc (IVD) tissue sections, to see if this methodology can provide analogous information to that provided by immunohistochemical stains and bioassays but from a single section. MCR-ALS analysis of non-degenerate and enzymatically in vivo degenerated goat IVDs reveals five matrix components displaying distribution maps matching histological stains for collagen, elastin and proteoglycan (PG), as well as immunohistochemical stains for collagen type I and II. Interestingly, two components exhibiting characteristic spectral and distribution profiles of proteoglycans were found, and relative component/tissue maps of these components (labelled PG1 and PG2) showed distinct distributions in non-degenerate versus mildly degenerate goat samples. MCR-ALS analysis of human IVD sections resulted in comparable spectral profiles to those observed in the goat samples, highlighting the inter species transferability of the presented methodology. Multivariate FTIR image analysis of a set of 43 goat IVD sections allowed the extraction of semi-quantitative information from component/tissue gradients taken across the IVD width of collagen type I, collagen type II, PG1 and PG2. Regional component/tissue parameters were calculated and significant correlations were found between histological grades of degeneration and PG parameters (PG1: p = 0.0003, PG2: p < 0.0001); glycosaminoglycan (GAG) content and PGs (PG1: p = 0.0055, PG2: p = 0.0001); and MRI T2* measurements and PGs (PG1: p = 0.0021, PG2: p < 0.0001). Additionally, component/tissue parameters for collagen type I and II showed significant correlations with total collagen content (p = 0.0204, p = 0.0127). In conclusion, the presented findings illustrate, that the described multivariate FTIR imaging approach affords the necessary chemical specificity to be considered an important tool in the study of IVD degeneration in goat and human IVDs. Royal Society of Chemistry 2016-06-01 2016-04-08 /pmc/articles/PMC5047047/ /pubmed/27057647 http://dx.doi.org/10.1039/c5fd00160a Text en This journal is © The Royal Society of Chemistry 2016 http://creativecommons.org/licenses/by/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution 3.0 Unported License (http://creativecommons.org/licenses/by/3.0/) which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Chemistry Mader, Kerstin T. Peeters, Mirte Detiger, Suzanne E. L. Helder, Marco N. Smit, Theo H. Le Maitre, Christine L. Sammon, Chris Investigation of intervertebral disc degeneration using multivariate FTIR spectroscopic imaging |
title | Investigation of intervertebral disc degeneration using multivariate FTIR spectroscopic imaging
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title_full | Investigation of intervertebral disc degeneration using multivariate FTIR spectroscopic imaging
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title_fullStr | Investigation of intervertebral disc degeneration using multivariate FTIR spectroscopic imaging
|
title_full_unstemmed | Investigation of intervertebral disc degeneration using multivariate FTIR spectroscopic imaging
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title_short | Investigation of intervertebral disc degeneration using multivariate FTIR spectroscopic imaging
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title_sort | investigation of intervertebral disc degeneration using multivariate ftir spectroscopic imaging |
topic | Chemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5047047/ https://www.ncbi.nlm.nih.gov/pubmed/27057647 http://dx.doi.org/10.1039/c5fd00160a |
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