Mok Nelson, Knox Natalie C, Zhu Feng, Arnold Douglas L, Bar-Or Amit, Bernstein Charles Noah, Bonner Christine, Forbes Jessica D, Graham Morag, Marrie Ruth Ann, O'Mahony Julia, Yeh E Ann, Zhao Yinshan, Van Domselaar Gary, Banwell Brenda, Waubant Emmanuelle, Tremlett Helen L
Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada.
Science Technologies Operations, Public Health Agency of Canada, Winnipeg, MB, Canada.
Front Microbiol. 2024 Dec 18;15:1258978. doi: 10.3389/fmicb.2024.1258978. eCollection 2024.
Evidence suggests that the gut microbiome may play a role in multiple sclerosis (MS). However, the majority of the studies have focused on gut bacterial communities; none have examined the fungal microbiota (mycobiota) in persons with pediatric-onset multiple sclerosis (POMS). We examined the gut mycobiota in persons with and without POMS through a cross-sectional examination of the gut mycobiota from 46 participants' stool samples (three groups: 18 POMS, 13 acquired monophasic demyelinating syndromes [monoADS], and 15 unaffected controls). Using metataxonomic sequencing of the fungal internal transcribed spacer region 2, the fungal profiles were compared between participants using visualizations, statistical tests, and predictive analysis. While the mycobiome - (Shannon and inverse Simpson indices) and -diversity differed across the three groups [analysis of variance (ANOVA), < 0.05], further analysis of the -diversity identified a difference between monoADS vs. POMS participants [ = 0.005 (adjusted)]. At the genus level of taxonomy, 7 out of 10 of the majority of abundant genera were similar among all three groups, with spp. and spp. being in the highest abundance. The genus was especially high in POMS participants, dominated primarily due to the species (widely consumed as white button mushrooms). The commonality of high abundance fungi found in our cohort suggests a possible connection to diet. Predictive modeling of differential abundance associated with , , and revealed that these fungi were strongly associated with the POMS participants. Our study provides novel insight into the fungal gut mycobiota in POMS. While findings indicate that the gut mycobiome of participants with POMS may largely comprise fungi considered transient from the diet, the differential predictive analysis suggested rare or under-detected fungal markers being of potential importance, warranting consideration in future mycobiome-MS-related studies.
有证据表明,肠道微生物群可能在多发性硬化症(MS)中发挥作用。然而,大多数研究都集中在肠道细菌群落上;尚无研究对儿童期起病的多发性硬化症(POMS)患者的真菌微生物群(真菌区系)进行过检查。我们通过对46名参与者粪便样本中的肠道真菌区系进行横断面检查,研究了患有和未患有POMS的人群的肠道真菌群(三组:18例POMS、13例获得性单相脱髓鞘综合征[monoADS]和15名未受影响的对照)。使用真菌内转录间隔区2的宏分类测序,通过可视化、统计测试和预测分析比较了参与者之间的真菌谱。虽然三组之间的真菌群落(香农指数和反辛普森指数)和多样性存在差异[方差分析(ANOVA),<0.05],但对多样性的进一步分析发现,monoADS与POMS参与者之间存在差异[校正后=0.005]。在分类学的属水平上,所有三组中大多数丰富属中的10个中有7个相似,其中 spp.和 spp.的丰度最高。属在POMS参与者中尤其高,主要是由于物种(作为白蘑菇广泛食用)占主导。我们队列中发现的高丰度真菌的共性表明可能与饮食有关。与、和相关的差异丰度的预测模型显示,这些真菌与POMS参与者密切相关。我们的研究为POMS中的肠道真菌微生物群提供了新的见解。虽然研究结果表明,患有POMS的参与者的肠道微生物群可能主要由饮食中被认为是短暂存在的真菌组成,但差异预测分析表明,罕见或未被充分检测到的真菌标志物可能具有潜在重要性,值得在未来与真菌微生物群-MS相关的研究中加以考虑。