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Correlations between autoantibodies and the ATR-FTIR spectra of sera from rheumatoid arthritis patients
Rheumatoid arthritis (RA) is one of the most common autoimmune diseases worldwide. Due to high heterogeneity in disease manifestation, accurate and fast diagnosis of RA is difficult. This study analyzed the potential relationship between the infrared (IR) spectra obtained by attenuated total reflect...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8429563/ https://www.ncbi.nlm.nih.gov/pubmed/34504137 http://dx.doi.org/10.1038/s41598-021-96848-w |
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author | Durlik-Popińska, Katarzyna Żarnowiec, Paulina Konieczna-Kwinkowska, Iwona Lechowicz, Łukasz Gawęda, Józef Kaca, Wiesław |
author_facet | Durlik-Popińska, Katarzyna Żarnowiec, Paulina Konieczna-Kwinkowska, Iwona Lechowicz, Łukasz Gawęda, Józef Kaca, Wiesław |
author_sort | Durlik-Popińska, Katarzyna |
collection | PubMed |
description | Rheumatoid arthritis (RA) is one of the most common autoimmune diseases worldwide. Due to high heterogeneity in disease manifestation, accurate and fast diagnosis of RA is difficult. This study analyzed the potential relationship between the infrared (IR) spectra obtained by attenuated total reflectance Fourier transform infrared spectroscopy (ATR-FTIR) and the presence of autoantibodies and antibodies against urease in sera. Additionally, the wave number of the IR spectrum that enabled the best differentiation between patients and healthy blood donors was investigated. Using a mathematical model involving principal component analysis and discriminant analysis, it was shown that the presence of anti-citrullinated protein antibody, rheumatoid factor, anti-neutrophil cytoplasmic antibodies, and anti-nuclear antibodies correlated significantly with the wave numbers in the IR spectra of the tested sera. The most interesting findings derived from determination of the best predictors for distinguishing RA. Characteristic features included an increased reaction with urease mimicking peptides and a correspondence with particular nucleic acid bands. Taken together, the results demonstrated the potential application of ATR-FTIR in the study of RA and identified potential novel markers of the disease. |
format | Online Article Text |
id | pubmed-8429563 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84295632021-09-10 Correlations between autoantibodies and the ATR-FTIR spectra of sera from rheumatoid arthritis patients Durlik-Popińska, Katarzyna Żarnowiec, Paulina Konieczna-Kwinkowska, Iwona Lechowicz, Łukasz Gawęda, Józef Kaca, Wiesław Sci Rep Article Rheumatoid arthritis (RA) is one of the most common autoimmune diseases worldwide. Due to high heterogeneity in disease manifestation, accurate and fast diagnosis of RA is difficult. This study analyzed the potential relationship between the infrared (IR) spectra obtained by attenuated total reflectance Fourier transform infrared spectroscopy (ATR-FTIR) and the presence of autoantibodies and antibodies against urease in sera. Additionally, the wave number of the IR spectrum that enabled the best differentiation between patients and healthy blood donors was investigated. Using a mathematical model involving principal component analysis and discriminant analysis, it was shown that the presence of anti-citrullinated protein antibody, rheumatoid factor, anti-neutrophil cytoplasmic antibodies, and anti-nuclear antibodies correlated significantly with the wave numbers in the IR spectra of the tested sera. The most interesting findings derived from determination of the best predictors for distinguishing RA. Characteristic features included an increased reaction with urease mimicking peptides and a correspondence with particular nucleic acid bands. Taken together, the results demonstrated the potential application of ATR-FTIR in the study of RA and identified potential novel markers of the disease. Nature Publishing Group UK 2021-09-09 /pmc/articles/PMC8429563/ /pubmed/34504137 http://dx.doi.org/10.1038/s41598-021-96848-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Durlik-Popińska, Katarzyna Żarnowiec, Paulina Konieczna-Kwinkowska, Iwona Lechowicz, Łukasz Gawęda, Józef Kaca, Wiesław Correlations between autoantibodies and the ATR-FTIR spectra of sera from rheumatoid arthritis patients |
title | Correlations between autoantibodies and the ATR-FTIR spectra of sera from rheumatoid arthritis patients |
title_full | Correlations between autoantibodies and the ATR-FTIR spectra of sera from rheumatoid arthritis patients |
title_fullStr | Correlations between autoantibodies and the ATR-FTIR spectra of sera from rheumatoid arthritis patients |
title_full_unstemmed | Correlations between autoantibodies and the ATR-FTIR spectra of sera from rheumatoid arthritis patients |
title_short | Correlations between autoantibodies and the ATR-FTIR spectra of sera from rheumatoid arthritis patients |
title_sort | correlations between autoantibodies and the atr-ftir spectra of sera from rheumatoid arthritis patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8429563/ https://www.ncbi.nlm.nih.gov/pubmed/34504137 http://dx.doi.org/10.1038/s41598-021-96848-w |
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