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Biochemical similarity between cultured chondrocytes and in situ chondrocytes by chemometric analysis from FTIR microspectroscopy
BACKGROUND AIMS: Fourier Transform Infrared Micro-spectroscopy (FTIRM) is an emerging tool that obtains images with biochemical information of samples that are too small to be chemically analyzed by conventional Fourier transform infrared (FTIR) spectroscopy techniques. So, the central objective of...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6864338/ https://www.ncbi.nlm.nih.gov/pubmed/31763202 http://dx.doi.org/10.1016/j.btre.2019.e00391 |
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author | Mata-Miranda, Monica Maribel Martinez-Cuazitl, Adriana Guerrero-Robles, Carla Ivonne Noriega-Gonzalez, Jesus Emmanuel Garcia-Hernandez, Juan Salvador Vazquez-Zapien, Gustavo Jesus |
author_facet | Mata-Miranda, Monica Maribel Martinez-Cuazitl, Adriana Guerrero-Robles, Carla Ivonne Noriega-Gonzalez, Jesus Emmanuel Garcia-Hernandez, Juan Salvador Vazquez-Zapien, Gustavo Jesus |
author_sort | Mata-Miranda, Monica Maribel |
collection | PubMed |
description | BACKGROUND AIMS: Fourier Transform Infrared Micro-spectroscopy (FTIRM) is an emerging tool that obtains images with biochemical information of samples that are too small to be chemically analyzed by conventional Fourier transform infrared (FTIR) spectroscopy techniques. So, the central objective of this project was to study the biochemical similarity between articular and cultured chondrocytes by chemometric analysis from FTIRM. METHODS: Nine samples of knee articular cartilage were obtained; each sample was divided into two fragments, one portion was used for FTIRM characterization in situ, and from another part, chondrocytes were obtained to be cultured (in vitro), which were subjected to an FTIRM to characterize their biomolecular components. The FTIRM spectra were normalized, and the second derivative was calculated. From these data, principal component analysis (PCA) and a chemometric comparison between in situ and cultured chondrocytes were carried out. Finally, the biochemical mapping was conducted obtaining micro-FTIR imaging. RESULTS: FTIRM spectra of in situ and in vitro chondrocytes were obtained, and different biomolecules were detected, highlighting lipids, proteins, glycosaminoglycans, collagen, and aggrecan. Despite slight differences in the FTIR spectra, the PCA proved the organic similarity between in situ chondrocytes and cultured chondrocytes, which was also observed in the analysis of the ratios related to the degradation of the articular cartilage and collagen. In the same way, the ability of the FTIRM to characterize the molecular biodistribution was demonstrated. CONCLUSION: The biochemical composition and biodistribution analysis using FTIRM have been useful for comparing cultured chondrocytes and in situ chondrocytes. |
format | Online Article Text |
id | pubmed-6864338 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-68643382019-11-22 Biochemical similarity between cultured chondrocytes and in situ chondrocytes by chemometric analysis from FTIR microspectroscopy Mata-Miranda, Monica Maribel Martinez-Cuazitl, Adriana Guerrero-Robles, Carla Ivonne Noriega-Gonzalez, Jesus Emmanuel Garcia-Hernandez, Juan Salvador Vazquez-Zapien, Gustavo Jesus Biotechnol Rep (Amst) Research Article BACKGROUND AIMS: Fourier Transform Infrared Micro-spectroscopy (FTIRM) is an emerging tool that obtains images with biochemical information of samples that are too small to be chemically analyzed by conventional Fourier transform infrared (FTIR) spectroscopy techniques. So, the central objective of this project was to study the biochemical similarity between articular and cultured chondrocytes by chemometric analysis from FTIRM. METHODS: Nine samples of knee articular cartilage were obtained; each sample was divided into two fragments, one portion was used for FTIRM characterization in situ, and from another part, chondrocytes were obtained to be cultured (in vitro), which were subjected to an FTIRM to characterize their biomolecular components. The FTIRM spectra were normalized, and the second derivative was calculated. From these data, principal component analysis (PCA) and a chemometric comparison between in situ and cultured chondrocytes were carried out. Finally, the biochemical mapping was conducted obtaining micro-FTIR imaging. RESULTS: FTIRM spectra of in situ and in vitro chondrocytes were obtained, and different biomolecules were detected, highlighting lipids, proteins, glycosaminoglycans, collagen, and aggrecan. Despite slight differences in the FTIR spectra, the PCA proved the organic similarity between in situ chondrocytes and cultured chondrocytes, which was also observed in the analysis of the ratios related to the degradation of the articular cartilage and collagen. In the same way, the ability of the FTIRM to characterize the molecular biodistribution was demonstrated. CONCLUSION: The biochemical composition and biodistribution analysis using FTIRM have been useful for comparing cultured chondrocytes and in situ chondrocytes. Elsevier 2019-11-09 /pmc/articles/PMC6864338/ /pubmed/31763202 http://dx.doi.org/10.1016/j.btre.2019.e00391 Text en © 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Mata-Miranda, Monica Maribel Martinez-Cuazitl, Adriana Guerrero-Robles, Carla Ivonne Noriega-Gonzalez, Jesus Emmanuel Garcia-Hernandez, Juan Salvador Vazquez-Zapien, Gustavo Jesus Biochemical similarity between cultured chondrocytes and in situ chondrocytes by chemometric analysis from FTIR microspectroscopy |
title | Biochemical similarity between cultured chondrocytes and in situ chondrocytes by chemometric analysis from FTIR microspectroscopy |
title_full | Biochemical similarity between cultured chondrocytes and in situ chondrocytes by chemometric analysis from FTIR microspectroscopy |
title_fullStr | Biochemical similarity between cultured chondrocytes and in situ chondrocytes by chemometric analysis from FTIR microspectroscopy |
title_full_unstemmed | Biochemical similarity between cultured chondrocytes and in situ chondrocytes by chemometric analysis from FTIR microspectroscopy |
title_short | Biochemical similarity between cultured chondrocytes and in situ chondrocytes by chemometric analysis from FTIR microspectroscopy |
title_sort | biochemical similarity between cultured chondrocytes and in situ chondrocytes by chemometric analysis from ftir microspectroscopy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6864338/ https://www.ncbi.nlm.nih.gov/pubmed/31763202 http://dx.doi.org/10.1016/j.btre.2019.e00391 |
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