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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...

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Autores principales: Mata-Miranda, Monica Maribel, Martinez-Cuazitl, Adriana, Guerrero-Robles, Carla Ivonne, Noriega-Gonzalez, Jesus Emmanuel, Garcia-Hernandez, Juan Salvador, Vazquez-Zapien, Gustavo Jesus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
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.
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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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