Mycobacterium avium subspecies paratuberculosis (MAP) infection, and its impact on gut microbiome of individuals with multiple sclerosis

被引:0
作者
Ashraf, Hajra [1 ,4 ]
Dikarlo, Plamena [2 ]
Masia, Aurora [3 ]
Zarbo, Ignazio R. [3 ]
Solla, Paolo [3 ]
Ijaz, Umer Zeeshan [4 ,5 ,6 ]
Sechi, Leonardo A. [1 ,7 ]
机构
[1] Univ Sassari, Dept Biomed Sci, Sassari, Italy
[2] BIOMES NGS GmbH, Schwartzkopffstr 1,Halle 21, D-15745 Wildau, Germany
[3] Univ Sassari, Dept Med & Pharm, Neurol, Sassari, Italy
[4] Univ Glasgow, Mazumdar Shaw Adv Res Ctr, Water & Environm Res Grp, Glasgow, Lanark, Scotland
[5] Natl Univ Ireland, Univ Rd, Galway, Ireland
[6] Univ Liverpool, Dept Mol & Clin Canc Med, Liverpool, Merseyside, England
[7] AOU Sassari, Complex Struct Microbiol & Virol, Sassari, Italy
基金
英国工程与自然科学研究理事会;
关键词
Multiple sclerosis; Gut microbiome; 16S rRNA; Mediation analysis; Neutral modelling; CROHNS-DISEASE; AUTOIMMUNE-DISEASE; IMMUNE-RESPONSES; PREVALENCE;
D O I
10.1038/s41598-024-74975-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The microbial ecology of Mycobacterium avium subspecies paratuberculosis infections (MAP) within the context of Multiple Sclerosis (MS) is largely an unexplored topic in the literature. Thus, we have characterized the compositional and predicted functional differences of the gut microbiome between MS patients with MAP (MAP+) and without (MAP-) infection. This was done in the context of exposome differences (through self-reported filled questionnaires), principally in anthropometric and sociodemographic patterns to gain an understanding of the gut microbiome dynamics. 16S rRNA microbiome profiling of faecal samples (n = 69) was performed for four groups, which differed by disease and MAP infection: healthy cohort (HC) MAP-; HC MAP+ ; MS MAP-; and MS MAP+ . Using a dynamic strategy, with MAP infection and time of sampling as occupancy models, we have recovered the core microbiome for both HC and MS individuals. Additional application of neutral modeling suggests key genera that are under selection pressure by the hosts. These include members of the phyla Actinobacteriota, Bacteroidota, and Firmicutes. As several subjects provided multiple samples, a Quasi Conditional Association Test that incorporates paired-nature of samples found major differences in Archaea. To consolidate treatment groups, confounders, microbiome, and the disease outcome parameters, a mediation analysis is performed for MS cohort. This highlighted certain genera i.e., Sutterella, Akkermansia, Bacteriodes, Gastranaerophilales, Alistipes, Balutia, Faecalibacterium, Lachnospiraceae, Anaerostipes, Ruminococcaceae, Eggerthellaceae and Clostridia-UCG-014 having mediatory effect using disease duration as an outcome and MAP infection as a treatment group. Our analyses indicate that the gut microbiome may be an important target for dietary and lifestyle intervention in MS patients with and without MAP infection.
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页数:16
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