Šket Robert, Debevec Tadej, Kublik Susanne, Schloter Michael, Schoeller Anne, Murovec Boštjan, Vogel Mikuš Katarina, Makuc Damjan, Pečnik Klemen, Plavec Janez, Mekjavić Igor B, Eiken Ola, Prevoršek Zala, Stres Blaž
Group for Microbiology and Microbial Biotechnology, Department of Animal Science, Biotechnical Faculty, University of Ljubljana, Ljubljana, Slovenia.
Department of Automation, Biocybernetics and Robotics, Jozef Stefan Institute, Ljubljana, Slovenia.
Front Physiol. 2018 Mar 13;9:198. doi: 10.3389/fphys.2018.00198. eCollection 2018.
We explored the metagenomic, metabolomic and trace metal makeup of intestinal microbiota and environment in healthy male participants during the run-in (5 day) and the following three 21-day interventions: normoxic bedrest (NBR), hypoxic bedrest (HBR) and hypoxic ambulation (HAmb) which were carried out within a controlled laboratory environment (circadian rhythm, fluid and dietary intakes, microbial bioburden, oxygen level, exercise). The fraction of inspired O (FO) and partial pressure of inspired O (PO) were 0.209 and 133.1 ± 0.3 mmHg for the NBR and 0.141 ± 0.004 and 90.0 ± 0.4 mmHg (~4,000 m simulated altitude) for HBR and HAmb interventions, respectively. Shotgun metagenomes were analyzed at various taxonomic and functional levels, H- and C -metabolomes were processed using standard quantitative and human expert approaches, whereas metals were assessed using X-ray fluorescence spectrometry. Inactivity and hypoxia resulted in a significant increase in the genus in HBR, in genes coding for proteins involved in iron acquisition and metabolism, cell wall, capsule, virulence, defense and mucin degradation, such as beta-galactosidase (EC3.2.1.23), α-L-fucosidase (EC3.2.1.51), Sialidase (EC3.2.1.18), and α-N-acetylglucosaminidase (EC3.2.1.50). In contrast, the microbial metabolomes, intestinal element and metal profiles, the diversity of bacterial, archaeal and fungal microbial communities were not significantly affected. The observed progressive decrease in defecation frequency and concomitant increase in the electrical conductivity (EC) preceded or took place in absence of significant changes at the taxonomic, functional gene, metabolome and intestinal metal profile levels. The fact that the genus and proteins involved in iron acquisition and metabolism, cell wall, capsule, virulence and mucin degradation were enriched at the end of HBR suggest that both constipation and EC decreased intestinal metal availability leading to modified expression of co-regulated genes in genomes. Bayesian network analysis was used to derive the first hierarchical model of initial inactivity mediated deconditioning steps over time. The PlanHab wash-out period corresponded to a profound life-style change (i.e., reintroduction of exercise) that resulted in stepwise amelioration of the negative physiological symptoms, indicating that exercise apparently prevented the crosstalk between the microbial physiology, mucin degradation and proinflammatory immune activities in the host.
我们探究了健康男性参与者在导入期(5天)以及随后三个21天干预阶段(常氧卧床休息(NBR)、低氧卧床休息(HBR)和低氧行走(HAmb))期间肠道微生物群和环境的宏基因组、代谢组及痕量金属组成,这些干预在可控实验室环境(昼夜节律、液体和饮食摄入、微生物生物负荷、氧水平、运动)中进行。NBR的吸入氧分数(FO)和吸入氧分压(PO)分别为0.209和133.1±0.3 mmHg,HBR和HAmb干预的分别为0.141±0.004和90.0±0.4 mmHg(~4000米模拟海拔)。在不同分类和功能水平分析鸟枪法宏基因组,使用标准定量和专家方法处理氢和碳代谢组,而使用X射线荧光光谱法评估金属。不活动和低氧导致HBR中某属显著增加,以及编码参与铁获取和代谢、细胞壁、荚膜、毒力、防御和粘蛋白降解的蛋白质的基因增加,如β-半乳糖苷酶(EC3.2.1.23)、α-L-岩藻糖苷酶(EC3.2.1.51)、唾液酸酶(EC3.2.1.18)和α-N-乙酰葡糖胺酶(EC3.2.1.50)。相比之下,微生物代谢组、肠道元素和金属谱、细菌、古菌和真菌微生物群落的多样性未受到显著影响。观察到的排便频率逐渐降低以及电导率(EC)随之升高,在分类、功能基因、代谢组和肠道金属谱水平无显著变化之前或期间发生。HBR结束时某属以及参与铁获取和代谢、细胞壁、荚膜、毒力和粘蛋白降解的蛋白质富集,这一事实表明便秘和EC均降低了肠道金属可用性,导致该属基因组中共同调控基因的表达发生改变。使用贝叶斯网络分析得出初始不活动介导的失健步骤随时间变化的首个层次模型。PlanHab洗脱期对应着深刻的生活方式改变(即重新引入运动),这导致负面生理症状逐步改善,表明运动显然阻止了宿主中微生物生理学、粘蛋白降解和促炎免疫活动之间的相互作用。