Cargando…
Serum Metabolomic Profiling in Rheumatoid Arthritis Patients With Interstitial Lung Disease: A Case–Control Study
Objectives: Interstitial lung disease (ILD) is an extra-articular manifestation in rheumatoid arthritis (RA), detected in 10.7% of patients, and causing a poor prognosis. Hence, biomarkers for ILD are urgently required in RA. Low molecular weight metabolites can be assessed by metabolomic analyses,...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7773768/ https://www.ncbi.nlm.nih.gov/pubmed/33392224 http://dx.doi.org/10.3389/fmed.2020.599794 |
_version_ | 1783630117537316864 |
---|---|
author | Furukawa, Hiroshi Oka, Shomi Shimada, Kota Okamoto, Akira Hashimoto, Atsushi Komiya, Akiko Saisho, Koichiro Yoshikawa, Norie Katayama, Masao Matsui, Toshihiro Fukui, Naoshi Migita, Kiyoshi Tohma, Shigeto |
author_facet | Furukawa, Hiroshi Oka, Shomi Shimada, Kota Okamoto, Akira Hashimoto, Atsushi Komiya, Akiko Saisho, Koichiro Yoshikawa, Norie Katayama, Masao Matsui, Toshihiro Fukui, Naoshi Migita, Kiyoshi Tohma, Shigeto |
author_sort | Furukawa, Hiroshi |
collection | PubMed |
description | Objectives: Interstitial lung disease (ILD) is an extra-articular manifestation in rheumatoid arthritis (RA), detected in 10.7% of patients, and causing a poor prognosis. Hence, biomarkers for ILD are urgently required in RA. Low molecular weight metabolites can be assessed by metabolomic analyses, and although these have been conducted in RA and in idiopathic pulmonary fibrosis, few have been carried out for ILD in the context of RA. Therefore, we analyzed serum metabolomic profiles of ILD in RA to identify novel biomarkers. Methods: Serum samples from 100 RA patients with ILD and 100 matched RA patients without chronic lung disease (CLD) were collected. These samples were subjected to metabolomic analyses using capillary electrophoresis time-of-flight mass spectrometry. Results: A total of 299 metabolites were detected in the metabolomic analysis. By univariate analysis, serum levels of decanoic acid and morpholine were lower in RA with ILD (false discovery rate Q = 1.87 × 10(−11) and 7.09 × 10(−6), respectively), and glycerol was higher (Q = 1.20 × 10(−6)), relative to RA without CLD. Serum levels of these metabolites in RA with usual interstitial pneumonia or RA with non-specific interstitial pneumonia were also altered. The partial least squares-discriminant analysis model generated from these three metabolites could successfully discriminate ILD in RA (area under the curve: 0.919, 95% confidence interval: 0.867–0.968, sensitivity 0.880, specificity 0.780). Conclusions: Serum levels of some metabolites were significantly different in RA with ILD compared with RA without CLD. It is concluded that metabolomic profiling will be useful for discovering candidate screening biomarkers for ILD in RA. |
format | Online Article Text |
id | pubmed-7773768 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77737682021-01-01 Serum Metabolomic Profiling in Rheumatoid Arthritis Patients With Interstitial Lung Disease: A Case–Control Study Furukawa, Hiroshi Oka, Shomi Shimada, Kota Okamoto, Akira Hashimoto, Atsushi Komiya, Akiko Saisho, Koichiro Yoshikawa, Norie Katayama, Masao Matsui, Toshihiro Fukui, Naoshi Migita, Kiyoshi Tohma, Shigeto Front Med (Lausanne) Medicine Objectives: Interstitial lung disease (ILD) is an extra-articular manifestation in rheumatoid arthritis (RA), detected in 10.7% of patients, and causing a poor prognosis. Hence, biomarkers for ILD are urgently required in RA. Low molecular weight metabolites can be assessed by metabolomic analyses, and although these have been conducted in RA and in idiopathic pulmonary fibrosis, few have been carried out for ILD in the context of RA. Therefore, we analyzed serum metabolomic profiles of ILD in RA to identify novel biomarkers. Methods: Serum samples from 100 RA patients with ILD and 100 matched RA patients without chronic lung disease (CLD) were collected. These samples were subjected to metabolomic analyses using capillary electrophoresis time-of-flight mass spectrometry. Results: A total of 299 metabolites were detected in the metabolomic analysis. By univariate analysis, serum levels of decanoic acid and morpholine were lower in RA with ILD (false discovery rate Q = 1.87 × 10(−11) and 7.09 × 10(−6), respectively), and glycerol was higher (Q = 1.20 × 10(−6)), relative to RA without CLD. Serum levels of these metabolites in RA with usual interstitial pneumonia or RA with non-specific interstitial pneumonia were also altered. The partial least squares-discriminant analysis model generated from these three metabolites could successfully discriminate ILD in RA (area under the curve: 0.919, 95% confidence interval: 0.867–0.968, sensitivity 0.880, specificity 0.780). Conclusions: Serum levels of some metabolites were significantly different in RA with ILD compared with RA without CLD. It is concluded that metabolomic profiling will be useful for discovering candidate screening biomarkers for ILD in RA. Frontiers Media S.A. 2020-12-17 /pmc/articles/PMC7773768/ /pubmed/33392224 http://dx.doi.org/10.3389/fmed.2020.599794 Text en Copyright © 2020 Furukawa, Oka, Shimada, Okamoto, Hashimoto, Komiya, Saisho, Yoshikawa, Katayama, Matsui, Fukui, Migita and Tohma. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Furukawa, Hiroshi Oka, Shomi Shimada, Kota Okamoto, Akira Hashimoto, Atsushi Komiya, Akiko Saisho, Koichiro Yoshikawa, Norie Katayama, Masao Matsui, Toshihiro Fukui, Naoshi Migita, Kiyoshi Tohma, Shigeto Serum Metabolomic Profiling in Rheumatoid Arthritis Patients With Interstitial Lung Disease: A Case–Control Study |
title | Serum Metabolomic Profiling in Rheumatoid Arthritis Patients With Interstitial Lung Disease: A Case–Control Study |
title_full | Serum Metabolomic Profiling in Rheumatoid Arthritis Patients With Interstitial Lung Disease: A Case–Control Study |
title_fullStr | Serum Metabolomic Profiling in Rheumatoid Arthritis Patients With Interstitial Lung Disease: A Case–Control Study |
title_full_unstemmed | Serum Metabolomic Profiling in Rheumatoid Arthritis Patients With Interstitial Lung Disease: A Case–Control Study |
title_short | Serum Metabolomic Profiling in Rheumatoid Arthritis Patients With Interstitial Lung Disease: A Case–Control Study |
title_sort | serum metabolomic profiling in rheumatoid arthritis patients with interstitial lung disease: a case–control study |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7773768/ https://www.ncbi.nlm.nih.gov/pubmed/33392224 http://dx.doi.org/10.3389/fmed.2020.599794 |
work_keys_str_mv | AT furukawahiroshi serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT okashomi serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT shimadakota serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT okamotoakira serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT hashimotoatsushi serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT komiyaakiko serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT saishokoichiro serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT yoshikawanorie serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT katayamamasao serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT matsuitoshihiro serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT fukuinaoshi serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT migitakiyoshi serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy AT tohmashigeto serummetabolomicprofilinginrheumatoidarthritispatientswithinterstitiallungdiseaseacasecontrolstudy |