Cargando…
Metabolomic Biomarker Candidates for Skeletal Muscle Loss in the Collagen-Induced Arthritis (CIA) Model
There is no consensus for diagnosis or treatment of RA muscle loss. We aimed to investigate metabolites in arthritic mice urine as biomarkers of muscle loss. DBA1/J mice comprised collagen-induced arthritis (CIA) and control (CO) groups. Urine samples were collected at 0, 18, 35, 45, 55, and 65 days...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8464712/ https://www.ncbi.nlm.nih.gov/pubmed/34575614 http://dx.doi.org/10.3390/jpm11090837 |
_version_ | 1784572684088115200 |
---|---|
author | Alabarse, Paulo V. G. Silva, Jordana M. S. Santo, Rafaela C. E. Oliveira, Marianne S. Almeida, Andrelise S. de Oliveira, Mayara S. Immig, Mônica L. Freitas, Eduarda C. Teixeira, Vivian O. N. Bathurst, Camilla L. Brenol, Claiton V. Filippin, Lidiane I. Young, Stephen P. Lora, Priscila S. Xavier, Ricardo M. |
author_facet | Alabarse, Paulo V. G. Silva, Jordana M. S. Santo, Rafaela C. E. Oliveira, Marianne S. Almeida, Andrelise S. de Oliveira, Mayara S. Immig, Mônica L. Freitas, Eduarda C. Teixeira, Vivian O. N. Bathurst, Camilla L. Brenol, Claiton V. Filippin, Lidiane I. Young, Stephen P. Lora, Priscila S. Xavier, Ricardo M. |
author_sort | Alabarse, Paulo V. G. |
collection | PubMed |
description | There is no consensus for diagnosis or treatment of RA muscle loss. We aimed to investigate metabolites in arthritic mice urine as biomarkers of muscle loss. DBA1/J mice comprised collagen-induced arthritis (CIA) and control (CO) groups. Urine samples were collected at 0, 18, 35, 45, 55, and 65 days of disease and subjected to nuclear magnetic resonance spectroscopy. Metabolites were identified using Chenomx and Birmingham Metabolite libraries. The statistical model used principal component analysis, partial least-squares discriminant analysis, and partial least-squares regression analysis. Linear regression and Fisher’s exact test via the MetaboAnalyst website were performed (VIP-score). Nearly 100 identified metabolites had CIA vs. CO and disease time-dependent differences (p < 0.05). Twenty-eight metabolites were muscle-associated: carnosine (VIPs 2.8 × 10(2)) and succinyl acetone (VIPs 1.0 × 10) showed high importance in CIA vs. CO models at day 65; CIA pair analysis showed histidine (VIPs 1.2 × 10(2)) days 55 vs. 65, histamine (VIPs 1.1 × 10(2)) days 55 vs. 65, and L-methionine (VIPs 1.1 × 10(2)) days 0 vs. 18. Carnosine was fatigue- (0.039) related, creatine was food intake- (−0.177) and body weight- (−0.039) related, and both metabolites were clinical score- (0.093; 0.050) and paw edema- (0.125; 0.026) related. Therefore, muscle metabolic alterations were detected in arthritic mice urine, enabling further validation in RA patient’s urine, targeting prognosis, diagnosis, and monitoring of RA-mediated muscle loss. |
format | Online Article Text |
id | pubmed-8464712 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84647122021-09-27 Metabolomic Biomarker Candidates for Skeletal Muscle Loss in the Collagen-Induced Arthritis (CIA) Model Alabarse, Paulo V. G. Silva, Jordana M. S. Santo, Rafaela C. E. Oliveira, Marianne S. Almeida, Andrelise S. de Oliveira, Mayara S. Immig, Mônica L. Freitas, Eduarda C. Teixeira, Vivian O. N. Bathurst, Camilla L. Brenol, Claiton V. Filippin, Lidiane I. Young, Stephen P. Lora, Priscila S. Xavier, Ricardo M. J Pers Med Article There is no consensus for diagnosis or treatment of RA muscle loss. We aimed to investigate metabolites in arthritic mice urine as biomarkers of muscle loss. DBA1/J mice comprised collagen-induced arthritis (CIA) and control (CO) groups. Urine samples were collected at 0, 18, 35, 45, 55, and 65 days of disease and subjected to nuclear magnetic resonance spectroscopy. Metabolites were identified using Chenomx and Birmingham Metabolite libraries. The statistical model used principal component analysis, partial least-squares discriminant analysis, and partial least-squares regression analysis. Linear regression and Fisher’s exact test via the MetaboAnalyst website were performed (VIP-score). Nearly 100 identified metabolites had CIA vs. CO and disease time-dependent differences (p < 0.05). Twenty-eight metabolites were muscle-associated: carnosine (VIPs 2.8 × 10(2)) and succinyl acetone (VIPs 1.0 × 10) showed high importance in CIA vs. CO models at day 65; CIA pair analysis showed histidine (VIPs 1.2 × 10(2)) days 55 vs. 65, histamine (VIPs 1.1 × 10(2)) days 55 vs. 65, and L-methionine (VIPs 1.1 × 10(2)) days 0 vs. 18. Carnosine was fatigue- (0.039) related, creatine was food intake- (−0.177) and body weight- (−0.039) related, and both metabolites were clinical score- (0.093; 0.050) and paw edema- (0.125; 0.026) related. Therefore, muscle metabolic alterations were detected in arthritic mice urine, enabling further validation in RA patient’s urine, targeting prognosis, diagnosis, and monitoring of RA-mediated muscle loss. MDPI 2021-08-26 /pmc/articles/PMC8464712/ /pubmed/34575614 http://dx.doi.org/10.3390/jpm11090837 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Alabarse, Paulo V. G. Silva, Jordana M. S. Santo, Rafaela C. E. Oliveira, Marianne S. Almeida, Andrelise S. de Oliveira, Mayara S. Immig, Mônica L. Freitas, Eduarda C. Teixeira, Vivian O. N. Bathurst, Camilla L. Brenol, Claiton V. Filippin, Lidiane I. Young, Stephen P. Lora, Priscila S. Xavier, Ricardo M. Metabolomic Biomarker Candidates for Skeletal Muscle Loss in the Collagen-Induced Arthritis (CIA) Model |
title | Metabolomic Biomarker Candidates for Skeletal Muscle Loss in the Collagen-Induced Arthritis (CIA) Model |
title_full | Metabolomic Biomarker Candidates for Skeletal Muscle Loss in the Collagen-Induced Arthritis (CIA) Model |
title_fullStr | Metabolomic Biomarker Candidates for Skeletal Muscle Loss in the Collagen-Induced Arthritis (CIA) Model |
title_full_unstemmed | Metabolomic Biomarker Candidates for Skeletal Muscle Loss in the Collagen-Induced Arthritis (CIA) Model |
title_short | Metabolomic Biomarker Candidates for Skeletal Muscle Loss in the Collagen-Induced Arthritis (CIA) Model |
title_sort | metabolomic biomarker candidates for skeletal muscle loss in the collagen-induced arthritis (cia) model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8464712/ https://www.ncbi.nlm.nih.gov/pubmed/34575614 http://dx.doi.org/10.3390/jpm11090837 |
work_keys_str_mv | AT alabarsepaulovg metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT silvajordanams metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT santorafaelace metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT oliveiramariannes metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT almeidaandrelises metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT deoliveiramayaras metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT immigmonical metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT freitaseduardac metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT teixeiravivianon metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT bathurstcamillal metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT brenolclaitonv metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT filippinlidianei metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT youngstephenp metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT lorapriscilas metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel AT xavierricardom metabolomicbiomarkercandidatesforskeletalmusclelossinthecollageninducedarthritisciamodel |