Multi-omic evaluation of metabolic alterations in multiple sclerosis identifies shifts in aromatic amino acid metabolism

被引:48
作者
Fitzgerald, Kathryn C. [1 ,2 ]
Smith, Matthew D. [1 ]
Kim, Sol [1 ]
Sotirchos, Elias S. [1 ]
Kornberg, Michael D. [1 ]
Douglas, Morgan [1 ]
Nourbakhsh, Bardia [1 ]
Graves, Jennifer [3 ]
Rattan, Ramandeep [4 ]
Poisson, Laila [4 ]
Cerghet, Mirela [4 ]
Mowry, Ellen M. [1 ,2 ]
Waubant, Emmanuelle [3 ]
Giri, Shailendra [4 ]
Calabresi, Peter A. [1 ,5 ]
Bhargava, Pavan [1 ]
机构
[1] Johns Hopkins Univ, Sch Med, Dept Neurol, Baltimore, MD 21205 USA
[2] Johns Hopkins Univ, Sch Publ Hlth, Dept Epidemiol, Baltimore, MD 21205 USA
[3] Univ Calif San Francisco, Dept Neurol, San Francisco, CA USA
[4] Wayne State Univ, Dept Neurol, Henry Ford Hlth Syst, Sch Med, Detroit, MI USA
[5] Johns Hopkins Univ, Solomon Snyder Dept Neurosci, Sch Med, Baltimore, MD USA
关键词
DIFFERENTIAL EXPRESSION ANALYSIS; PACKAGE; PATHWAYS; RISK;
D O I
10.1016/j.xcrm.2021.100424
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The circulating metabolome provides unique insights into multiple sclerosis (MS) pathophysiology, but existing studies are relatively small or characterized limited metabolites. We test for differences in the metabolome between people with MS (PwMS; n = 637 samples) and healthy controls (HC; n = 317 samples) and assess the association between metabolomic profiles and disability in PwMS. We then assess whether metabolic differences correlate with changes in cellular gene expression using publicly available scRNA-seq data and whether identified metabolites affect human immune cell function. In PwMS, we identify striking abnormalities in aromatic amino acid (AAA) metabolites (p = 2.77E-18) that are also strongly associated with disability (p = 1.01E-4). Analysis of scRNA-seq data demonstrates altered AAA metabolism in CSF and blood-derived monocyte cell populations in PwMS. Treatment with AAA-derived metabolites in vitro alters monocytic endocytosis and pro-inflammatory cytokine production. We identify shifts in AAA metabolism resulting in the reduced production of immunomodulatory metabolites and increased production of metabotoxins in PwMS.
引用
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页数:24
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