Department of Biology, University of Mississippi, 402 Shoemaker Hall, University, MS, 38677, USA.
Aerospace Engineering Sciences, University of Colorado Boulder, Boulder, CO, 80303, USA.
BMC Genomics. 2023 Dec 16;24(1):782. doi: 10.1186/s12864-023-09799-z.
In microgravity, bacteria undergo intriguing physiological adaptations. There have been few attempts to assess global bacterial physiological responses to microgravity, with most studies only focusing on a handful of individual systems. This study assessed the fitness of each gene in the genome of the aromatic compound-degrading Alphaproteobacterium Novosphingobium aromaticavorans during growth in spaceflight. This was accomplished using Comparative TnSeq, which involves culturing the same saturating transposon mutagenized library under two different conditions. To assess gene fitness, a novel comparative TnSeq analytical tool was developed, named TnDivA, that is particularly useful in leveraging biological replicates. In this approach, transposon diversity is represented numerically using a modified Shannon diversity index, which was then converted into effective transposon density. This transformation accounts for variability in read distribution between samples, such as cases where reads were dominated by only a few transposon inserts. Effective density values were analyzed using multiple statistical methods, including log-fold change, least-squares regression analysis, and Welch's t-test. The results obtained across applied statistical methods show a difference in the number of significant genes identified. However, the functional categories of genes important to growth in microgravity showed similar patterns. Lipid metabolism and transport, energy production, transcription, translation, and secondary metabolite biosynthesis and transport were shown to have high fitness during spaceflight. This suggests that core metabolic processes, including lipid and secondary metabolism, play an important role adapting to stress and promoting growth in microgravity.
在微重力环境下,细菌会经历有趣的生理适应。尽管已经有一些尝试来评估细菌对微重力的整体生理反应,但大多数研究仅集中在少数几个单独的系统上。本研究评估了芳香化合物降解菌 Alphaproteobacterium Novosphingobium aromaticavorans 基因组中每个基因在太空生长过程中的适应性。这是通过使用比较 TnSeq 来实现的,该方法涉及在两种不同条件下培养相同的饱和转座子诱变文库。为了评估基因适应性,开发了一种名为 TnDivA 的新型比较 TnSeq 分析工具,该工具在利用生物重复方面特别有用。在这种方法中,转座子多样性使用修改后的香农多样性指数进行数值表示,然后转换为有效转座子密度。这种转换考虑了样品之间读取分布的可变性,例如读取仅由少数转座子插入主导的情况。使用多种统计方法分析有效密度值,包括对数倍变化、最小二乘回归分析和 Welch 的 t 检验。应用统计方法得到的结果显示,鉴定出的显著基因数量存在差异。然而,对微重力生长重要的基因功能类别显示出相似的模式。脂质代谢和运输、能量产生、转录、翻译以及次生代谢物生物合成和运输在太空飞行中表现出较高的适应性。这表明包括脂质和次生代谢物在内的核心代谢过程在适应压力和促进微重力生长方面发挥着重要作用。