Kim Younjung, Leung Marcus H Y, Kwok Wendy, Fournié Guillaume, Li Jun, Lee Patrick K H, Pfeiffer Dirk U
Department of Infectious Diseases and Public Health, Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Hong Kong, China.
School of Energy and Environment, City University of Hong Kong, Hong Kong, China.
Anim Microbiome. 2020 Feb 7;2(1):4. doi: 10.1186/s42523-020-0022-2.
As one of the most densely populated microbial communities on Earth, the gut microbiota serves as an important reservoir of antibiotic resistance genes (ARGs), referred to as the gut resistome. Here, we investigated the association of dietary nutritional content with gut ARG diversity and composition, using publicly available shotgun metagenomic sequence data generated from canine and feline fecal samples. Also, based on network theory, we explored ARG-sharing patterns between gut bacterial genera by identifying the linkage structure between metagenomic assemblies and their functional genes obtained from the same data.
In both canine and feline gut microbiota, an increase in protein and a reduction in carbohydrate in the diet were associated with increased ARG diversity. ARG diversity of the canine gut microbiota also increased, but less strongly, after a reduction in protein and an increase in carbohydrate in the diet. The association between ARG and taxonomic composition suggests that diet-induced changes in the gut microbiota may be responsible for changes in ARG composition, supporting the links between protein metabolism and antibiotic resistance in gut microbes. In the analysis of the ARG-sharing patterns, 22 ARGs were shared among 46 genera in the canine gut microbiota, and 11 ARGs among 28 genera in the feline gut microbiota. Of these ARGs, the tetracycline resistance gene tet(W) was shared among the largest number of genera, predominantly among Firmicutes genera. Bifidobacterium, a genus extensively used in the fermentation of dairy products and as probiotics, shared tet(W) with a wide variety of other genera. Finally, genera from the same phylum were more likely to share ARGs than with those from different phyla.
Our findings show that dietary nutritional content, especially protein content, is associated with the gut resistome and suggest future research to explore the impact of dietary intervention on the development of antibiotic resistance in clinically-relevant gut microbes. Our network analysis also reveals that the genetic composition of bacteria acts as an important barrier to the horizontal transfer of ARGs. By capturing the underlying gene-sharing relationships between different bacterial taxa from metagenomes, our network approach improves our understanding of horizontal gene transfer dynamics.
作为地球上人口最密集的微生物群落之一,肠道微生物群是抗生素抗性基因(ARG)的重要储存库,即肠道抗性组。在此,我们利用从犬猫粪便样本中生成的公开可用的鸟枪法宏基因组序列数据,研究了饮食营养成分与肠道ARG多样性及组成之间的关联。此外,基于网络理论,我们通过识别宏基因组组装与其从同一数据中获得的功能基因之间的连接结构,探索了肠道细菌属之间的ARG共享模式。
在犬猫肠道微生物群中,饮食中蛋白质增加和碳水化合物减少与ARG多样性增加有关。饮食中蛋白质减少和碳水化合物增加后,犬肠道微生物群的ARG多样性也增加,但增加幅度较小。ARG与分类组成之间的关联表明,饮食引起的肠道微生物群变化可能是ARG组成变化的原因,这支持了肠道微生物中蛋白质代谢与抗生素抗性之间的联系。在ARG共享模式分析中,犬肠道微生物群的46个属共享了22个ARG,猫肠道微生物群的28个属共享了11个ARG。在这些ARG中,四环素抗性基因tet(W)在最多的属中共享,主要是在厚壁菌门属中。双歧杆菌属广泛用于乳制品发酵和作为益生菌,与多种其他属共享tet(W)。最后,同一门的属比不同门的属更有可能共享ARG。
我们的研究结果表明,饮食营养成分,尤其是蛋白质含量,与肠道抗性组有关,并建议未来开展研究,以探索饮食干预对临床相关肠道微生物中抗生素抗性发展的影响。我们的网络分析还揭示,细菌的基因组成是ARG水平转移的重要障碍。通过从宏基因组中捕捉不同细菌类群之间潜在的基因共享关系,我们的网络方法提高了我们对水平基因转移动态的理解。