1. Combined plasma metabolomic and transcriptomic analysis identify histidine as a biomarker and potential contributor in SLE pathogenesis.
- Author
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Iwasaki, Yukiko, Takeshima, Yusuke, Nakano, Masahiro, Okubo, Mai, Ota, Mineto, Suzuki, Akari, Kochi, Yuta, Okamura, Tomohisa, Endo, Takaho, Miki, Ichiro, Sakurada, Kazuhiro, Yamamoto, Kazuhiko, and Fujio, Keishi
- Subjects
RNA analysis ,BIOMARKERS ,HISTIDINE ,SEQUENCE analysis ,METABOLOMICS ,LIQUID chromatography ,RANDOM forest algorithms ,DISCRIMINANT analysis ,CASE-control method ,COMPARATIVE studies ,CAPILLARY electrophoresis ,GENE expression profiling ,MASS spectrometry ,DESCRIPTIVE statistics ,RESEARCH funding ,SYSTEMIC lupus erythematosus - Abstract
Objectives To investigate metabolite alterations in the plasma of SLE patients to identify novel biomarkers and provide insight into SLE pathogenesis. Methods Patients with SLE (n = 41, discovery cohort and n = 37, replication cohort), healthy controls (n = 30 and n = 29) and patients with RA (n = 19, disease control) were recruited. Metabolic profiles of the plasma samples were analysed using liquid chromatography-time-of-flight mass spectrometry and capillary electrophoresis-time-of-flight mass spectrometry. Transcriptome data was analysed using RNA-sequencing for 18 immune cell subsets. The importance of histidine (His) in plasmablast differentiation was investigated by using mouse splenic B cells. Results We demonstrate that a specific amino acid combination including His can effectively distinguish between SLE patients and healthy controls. Random forest and partial least squares-discriminant analysis identified His as an effective classifier for SLE patients. A decrease in His plasma levels correlated with damage accrual independent of prednisolone dosage and type I IFN signature. The oxidative phosphorylation signature in plasmablasts negatively correlated with His levels. We also showed that plasmablast differentiation induced by innate immune signals was dependent on His. Conclusions Plasma His levels are a potential biomarker for SLE patients and are associated with damage accrual. Our data suggest the importance of His as a pathogenic metabolite in SLE pathogenesis. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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