Gut microbiome is associated with multiple sclerosis activity in children

被引:26
|
作者
Horton, Mary K. [1 ]
McCauley, Kathryn [2 ]
Fadrosh, Douglas [2 ]
Fujimura, Kei [2 ]
Graves, Jennifer [3 ]
Ness, Jayne [4 ]
Wheeler, Yolanda [4 ]
Gorman, Mark P. [5 ]
Benson, Leslie A. [5 ]
Weinstock-Guttman, Bianca [6 ]
Waldman, Amy [7 ]
Rodriguez, Moses [8 ]
Tillema, Jan-Mendelt [8 ]
Krupp, Lauren [9 ]
Belman, Anita [9 ]
Mar, Soe [10 ]
Rensel, Mary [11 ]
Chitnis, Tanuja [12 ]
Casper, Theron Charles [13 ]
Rose, John [13 ]
Hart, Janace [14 ]
Shao, Xiaorong [1 ]
Tremlett, Helen [15 ]
Lynch, Susan V. [2 ]
Barcellos, Lisa F. [1 ]
Waubant, Emmanuelle [14 ]
机构
[1] Univ Calif Berkeley, Div Epidemiol, Berkeley, CA 94720 USA
[2] Univ Calif San Francisco, Dept Med Gastroenterol, San Francisco, CA 94143 USA
[3] Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USA
[4] Univ Alabama Birmingham, Div Pediat Neurol, Birmingham, AL USA
[5] Boston Childrens Hosp, Dept Neurol, Boston, MA USA
[6] SUNY Buffalo, Dept Neurol, Buffalo, NY USA
[7] Childrens Hosp Philadelphia, Dept Neurol, Philadelphia, PA 19104 USA
[8] Mayo Clin, Dept Neurol, Rochester, MN USA
[9] NYU, Langone Med Ctr, Pediat Multiple Sclerosis Ctr, New York, NY USA
[10] Washington Univ, Dept Neurol, St Louis, MO USA
[11] Cleveland Clin, Dept Neurol, Cleveland, OH 44106 USA
[12] Massachusetts Gen Hosp, Div Child Neurol, Boston, MA 02114 USA
[13] Univ Utah Sch, Sch Med, Salt Lake City, UT USA
[14] Univ Calif San Francisco, Dept Neurol, San Francisco, CA USA
[15] Univ British Columbia, Dept Med, Vancouver, BC, Canada
来源
关键词
DISEASE; RISK; MS; INFLAMMATION; DATABASE;
D O I
10.1002/acn3.51441
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: To identify features of the gut microbiome associated with multiple sclerosis activity over time. Methods: We used 16S ribosomal RNA sequencing from stool of 55 recently diagnosed pediatric-onset multiple sclerosis patients. Microbiome features included the abundance of individual microbes and networks identified from weighted genetic correlation network analyses. Prentice-Williams-Peterson Cox proportional hazards models estimated the associations between features and three disease activity outcomes: clinical relapses and both new/enlarging T2 lesions and new gadolinium-enhancing lesions on brain MRI. Analyses were adjusted for age, sex, and disease-modifying therapies. Results: Participants were followed, on average, 2.1 years. Five microbes were nominally associated with all three disease activity outcomes after multiple testing correction. These included butyrate producers Odoribacter (relapse hazard ratio = 0.46, 95% confidence interval: 0.24, 0.88) and Butyricicoccus (relapse hazard ratio = 0.49, 95% confidence interval: 0.28, 0.88). Two networks of co-occurring gut microbes were significantly associated with a higher hazard of both MRI outcomes (gadolinium-enhancing lesion hazard ratios (95% confidence intervals) for Modules 32 and 33 were 1.29 (1.08, 1.54) and 1.42 (1.18, 1.71), respectively; T2 lesion hazard ratios (95% confidence intervals) for Modules 32 and 33 were 1.34 (1.15, 1.56) and 1.41 (1.21, 1.64), respectively). Metagenomic predictions of these networks demonstrated enrichment for amino acid biosynthesis pathways. Interpretation: Both individual and networks of gut microbes were associated with longitudinal multiple sclerosis activity. Known functions and metagenomic predictions of these microbes suggest the important role of butyrate and amino acid biosynthesis pathways. This provides strong support for future development of personalized microbiome interventions to modify multiple sclerosis disease activity.
引用
收藏
页码:1867 / 1883
页数:17
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