Skip to main content
Top
Published in: Journal of Orthopaedic Surgery and Research 1/2024

Open Access 01-12-2024 | Gout | Research Article

Analysis of the relationship of refractory gout between potential biomarkers and diet structure and lifestyle based on 1H-NMR

Authors: Liang Weidong, Chen Liuting, Cheng Xiangcong, Peng Jianhong, Ye Xueying

Published in: Journal of Orthopaedic Surgery and Research | Issue 1/2024

Login to get access

Abstract

Objective

We investigated the different life styles among the diet structures and exercise patterns of 100 patients with refractory gout and 79 healthy volunteers; of these, we selected 39 patients and 20 healthy volunteers for serum proton magnetic resonance (1H-NMR) metabolic network detection. We determined the potential biomarkers of refractory gout and attempted to explore the relation between potential biomarkers and diet structures and exercise patterns.

Methods

The study employed a questionnaire survey to analyze diet structures and exercise patterns from 100 patients of refractory gout and 79 healthy volunteers. At the same time, using 1H-NMR metabolic technology to analyze the metabolites present in the serum samples obtained from 39 patients of refractory gout (group B) and 20 healthy subjects (group A). Employing MestReNova (Version 8.0.1) to analyze the metabolites maps, collecting the NMR results, further importing into SIMCA-P+ 14.0 software (Umetrics, Sweden) for principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA), and orthogonal partial least squares discriminant analysis (OPLS-DA) statistical analysis. Combining patterns recognition and multivariate statistics, potential biomarkers were searched. Other experimental data, including creatinine and adiponectin, were counted by the SPSS21.0. The measurement data were expressed by X ± S and t test. The counting data were expressed in percent and performed by X2 test.

Results

Our results revealed that patients with gout tended to be obese, and there were differences in their lifestyle with exercise, sleep, and smoking, as well as in their preference for fructose drinks, alcohol, and total and structural distribution of meat, milk, eggs, and so on when compared with the healthy volunteers. Importantly, we found the adiponectin in the gout group was lower as compared to the healthy group. Further, metabolomics in combination with KEGG analysis revealed that the biosynthesis of aminoacyl tRNA, biosynthesis of valine, leucine, and isoleucine, metabolism of alanine, aspartic, and glutamate, metabolism of glycine, serine, and threonine, phenylalanine, glycolysis/gluconeogenesis, ketone body synthesis and degradation, metabolism of d‐glutamine, citric acid cycle (TCA cycle), triglyceride metabolism, and others could be used as specific biomarkers of this disease.

Conclusion

Recurrent refractory gout and formation of tophus may be related to the diet structures and lifestyles between the patients and the healthy people, and their abnormal metabolic network may be related to the disorder of mitochondrial energy metabolism, which further results in abnormal metabolism of glucose, lipids, amino acids, and deposition of uric acid in joints, peripheral connective tissue, and kidney, inducing an inflammatory response.
Literature
3.
go back to reference Zhu J, Zhao Y, Xu D. Frequently asked questions of gout(4): complication and concomitant disease. Zhonghua nei ke za zhi. 2018;57(12):930–1. Zhu J, Zhao Y, Xu D. Frequently asked questions of gout(4): complication and concomitant disease. Zhonghua nei ke za zhi. 2018;57(12):930–1.
4.
go back to reference Neogi T, Jansen TLTA, Dalbeth N, Fransen J, Schumacher HR, Berendsen D, et al. 2015 Gout classification criteria: an american college of Rheumatology/European league against Rheumatism collaborative initiative. Arthritis Rheumatol (Hoboken, NJ). 2015;67(10):2557–68. https://doi.org/10.1002/art.39254.CrossRef Neogi T, Jansen TLTA, Dalbeth N, Fransen J, Schumacher HR, Berendsen D, et al. 2015 Gout classification criteria: an american college of Rheumatology/European league against Rheumatism collaborative initiative. Arthritis Rheumatol (Hoboken, NJ). 2015;67(10):2557–68. https://​doi.​org/​10.​1002/​art.​39254.CrossRef
9.
go back to reference Song YL. Effects of different exercise frequency on the incidence of gout, the serum levels of creatinine and uric acid as well as urinary PH value in patients with hyperuricemia. Hebei Med J. 2020;42(21):3214–7. Song YL. Effects of different exercise frequency on the incidence of gout, the serum levels of creatinine and uric acid as well as urinary PH value in patients with hyperuricemia. Hebei Med J. 2020;42(21):3214–7.
20.
go back to reference Zhong S, Wang ZY, Guo LW, Lin Y. The value of NALP3 inflammasome expression and related indexes in patients with actue gout. Int J Lab Med. 2021;13:1614–7. Zhong S, Wang ZY, Guo LW, Lin Y. The value of NALP3 inflammasome expression and related indexes in patients with actue gout. Int J Lab Med. 2021;13:1614–7.
22.
go back to reference Kim Y, Gromovsky AD, Brown JM, Chung S. Gamma-tocotrienol attenuates the aberrant lipid mediator production in NLRP3 inflammasome-stimulated macrophages. J Nutr Biochem. 2018;58:169–77.CrossRefPubMedPubMedCentral Kim Y, Gromovsky AD, Brown JM, Chung S. Gamma-tocotrienol attenuates the aberrant lipid mediator production in NLRP3 inflammasome-stimulated macrophages. J Nutr Biochem. 2018;58:169–77.CrossRefPubMedPubMedCentral
24.
go back to reference Su J, Chai KJ, Li ZQ. Expression of adiponectin and peroxisome proliferator activated receptor γ in patients with primary gouty arthritis and asymptomatic hyperuricemia. Qinghai Med J. 2015;45(7):6–10. Su J, Chai KJ, Li ZQ. Expression of adiponectin and peroxisome proliferator activated receptor γ in patients with primary gouty arthritis and asymptomatic hyperuricemia. Qinghai Med J. 2015;45(7):6–10.
25.
go back to reference McCarty MF, O’Keefe JH, DiNicolantonio JJ. Dietary glycine is rate-limiting for glutathione synthesis and may have broad potential for health protection. Ochsner J. 2018;18(1):81–7.PubMedPubMedCentral McCarty MF, O’Keefe JH, DiNicolantonio JJ. Dietary glycine is rate-limiting for glutathione synthesis and may have broad potential for health protection. Ochsner J. 2018;18(1):81–7.PubMedPubMedCentral
28.
go back to reference Alia G, Bella A, Daniel P, Alexandra CF, Ifat A, Fernandez GJ, James T, Shani D, Isabelle FS, Natan W, Eugene CY, Oren R, Inbal M, Eyal G. Fatty liver-mediated glycine restriction impairs glutathione synthesis and causes hypersensitization to acetaminophen. bioRxiv: the preprint server for biology. 2023. https://doi.org/10.1101/2023.01.16.524043. Alia G, Bella A, Daniel P, Alexandra CF, Ifat A, Fernandez GJ, James T, Shani D, Isabelle FS, Natan W, Eugene CY, Oren R, Inbal M, Eyal G. Fatty liver-mediated glycine restriction impairs glutathione synthesis and causes hypersensitization to acetaminophen. bioRxiv: the preprint server for biology. 2023. https://​doi.​org/​10.​1101/​2023.​01.​16.​524043.
Metadata
Title
Analysis of the relationship of refractory gout between potential biomarkers and diet structure and lifestyle based on 1H-NMR
Authors
Liang Weidong
Chen Liuting
Cheng Xiangcong
Peng Jianhong
Ye Xueying
Publication date
01-12-2024
Publisher
BioMed Central
Keywords
Gout
Biomarkers
Published in
Journal of Orthopaedic Surgery and Research / Issue 1/2024
Electronic ISSN: 1749-799X
DOI
https://doi.org/10.1186/s13018-024-04540-2

Other articles of this Issue 1/2024

Journal of Orthopaedic Surgery and Research 1/2024 Go to the issue