Fourier-Transform Infrared Spectroscopy as a Discriminatory Tool for Myotonic Dystrophy Type 1 Metabolism: A Pilot Study
Myotonic dystrophy type 1 (DM1) is a hereditary disease characterized by progressive distal muscle weakness and myotonia. Patients with DM1 have abnormal lipid metabolism and a high propensity to develop a metabolic syndrome in comparison to the general population. It follows that metabolome evaluat...
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doaj-50dcdb5e55464f6ca784dd30142268742021-04-06T23:00:41ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-04-01183800380010.3390/ijerph18073800Fourier-Transform Infrared Spectroscopy as a Discriminatory Tool for Myotonic Dystrophy Type 1 Metabolism: A Pilot StudyTiago Mateus0Idália Almeida1Adriana Costa2Diana Viegas3Sandra Magalhães4Filipa Martins5Maria Teresa Herdeiro6Odete A. B. da Cruz e Silva7Carla Fraga8Ivânia Alves9Alexandra Nunes10Sandra Rebelo11Department of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalDepartment of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalDepartment of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalDepartment of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalDepartment of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalDepartment of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalDepartment of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalDepartment of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalNeurology Department, Centro Hospitalar Tâmega e Sousa (CHTS), 4564-007 Penafiel, PortugalNeurology Department, Centro Hospitalar Tâmega e Sousa (CHTS), 4564-007 Penafiel, PortugalDepartment of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalDepartment of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, PortugalMyotonic dystrophy type 1 (DM1) is a hereditary disease characterized by progressive distal muscle weakness and myotonia. Patients with DM1 have abnormal lipid metabolism and a high propensity to develop a metabolic syndrome in comparison to the general population. It follows that metabolome evaluation in these patients is crucial and may contribute to a better characterization and discrimination between DM1 disease phenotypes and severities. Several experimental approaches are possible to carry out such an analysis; among them is Fourier-transform infrared spectroscopy (FTIR) which evaluates metabolic profiles by categorizing samples through their biochemical composition. In this study, FTIR spectra were acquired and analyzed using multivariate analysis (Principal Component Analysis) using skin DM1 patient-derived fibroblasts and controls. The results obtained showed a clear discrimination between both DM1-derived fibroblasts with different CTG repeat length and with the age of disease onset; this was evident given the distinct metabolic profiles obtained for the two groups. Discrimination could be attributed mainly to the altered lipid metabolism and proteins in the 1800–1500 cm<sup>−1</sup> region. These results suggest that FTIR spectroscopy is a valuable tool to discriminate both DM1-derived fibroblasts with different CTG length and age of onset and to study the metabolomic profile of patients with DM1.https://www.mdpi.com/1660-4601/18/7/3800myotonic dystrophy type 1Fourier-transform infrared spectroscopyPrincipal Component Analysismetabolomic profilefibroblasts |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tiago Mateus Idália Almeida Adriana Costa Diana Viegas Sandra Magalhães Filipa Martins Maria Teresa Herdeiro Odete A. B. da Cruz e Silva Carla Fraga Ivânia Alves Alexandra Nunes Sandra Rebelo |
spellingShingle |
Tiago Mateus Idália Almeida Adriana Costa Diana Viegas Sandra Magalhães Filipa Martins Maria Teresa Herdeiro Odete A. B. da Cruz e Silva Carla Fraga Ivânia Alves Alexandra Nunes Sandra Rebelo Fourier-Transform Infrared Spectroscopy as a Discriminatory Tool for Myotonic Dystrophy Type 1 Metabolism: A Pilot Study International Journal of Environmental Research and Public Health myotonic dystrophy type 1 Fourier-transform infrared spectroscopy Principal Component Analysis metabolomic profile fibroblasts |
author_facet |
Tiago Mateus Idália Almeida Adriana Costa Diana Viegas Sandra Magalhães Filipa Martins Maria Teresa Herdeiro Odete A. B. da Cruz e Silva Carla Fraga Ivânia Alves Alexandra Nunes Sandra Rebelo |
author_sort |
Tiago Mateus |
title |
Fourier-Transform Infrared Spectroscopy as a Discriminatory Tool for Myotonic Dystrophy Type 1 Metabolism: A Pilot Study |
title_short |
Fourier-Transform Infrared Spectroscopy as a Discriminatory Tool for Myotonic Dystrophy Type 1 Metabolism: A Pilot Study |
title_full |
Fourier-Transform Infrared Spectroscopy as a Discriminatory Tool for Myotonic Dystrophy Type 1 Metabolism: A Pilot Study |
title_fullStr |
Fourier-Transform Infrared Spectroscopy as a Discriminatory Tool for Myotonic Dystrophy Type 1 Metabolism: A Pilot Study |
title_full_unstemmed |
Fourier-Transform Infrared Spectroscopy as a Discriminatory Tool for Myotonic Dystrophy Type 1 Metabolism: A Pilot Study |
title_sort |
fourier-transform infrared spectroscopy as a discriminatory tool for myotonic dystrophy type 1 metabolism: a pilot study |
publisher |
MDPI AG |
series |
International Journal of Environmental Research and Public Health |
issn |
1661-7827 1660-4601 |
publishDate |
2021-04-01 |
description |
Myotonic dystrophy type 1 (DM1) is a hereditary disease characterized by progressive distal muscle weakness and myotonia. Patients with DM1 have abnormal lipid metabolism and a high propensity to develop a metabolic syndrome in comparison to the general population. It follows that metabolome evaluation in these patients is crucial and may contribute to a better characterization and discrimination between DM1 disease phenotypes and severities. Several experimental approaches are possible to carry out such an analysis; among them is Fourier-transform infrared spectroscopy (FTIR) which evaluates metabolic profiles by categorizing samples through their biochemical composition. In this study, FTIR spectra were acquired and analyzed using multivariate analysis (Principal Component Analysis) using skin DM1 patient-derived fibroblasts and controls. The results obtained showed a clear discrimination between both DM1-derived fibroblasts with different CTG repeat length and with the age of disease onset; this was evident given the distinct metabolic profiles obtained for the two groups. Discrimination could be attributed mainly to the altered lipid metabolism and proteins in the 1800–1500 cm<sup>−1</sup> region. These results suggest that FTIR spectroscopy is a valuable tool to discriminate both DM1-derived fibroblasts with different CTG length and age of onset and to study the metabolomic profile of patients with DM1. |
topic |
myotonic dystrophy type 1 Fourier-transform infrared spectroscopy Principal Component Analysis metabolomic profile fibroblasts |
url |
https://www.mdpi.com/1660-4601/18/7/3800 |
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