Ayala-Muñoz Diana, Burgos William D, Sánchez-España Javier, Couradeau Estelle, Falagán Carmen, Macalady Jennifer L
Department of Civil and Environmental Engineering, The Pennsylvania State University, 212 Sackett Building, University Park, PA 16802, USA.
Geochemistry and Sustainable Mining Unit, Instituto Geológico y Minero de España (IGME), Calera 1, Tres Cantos, 28760 Madrid, Spain.
Microorganisms. 2020 Sep 4;8(9):1350. doi: 10.3390/microorganisms8091350.
Cueva de la Mora (CM) is an acidic, meromictic pit lake in the Iberian Pyrite Belt characterized by extremely high metal(loid) concentrations and strong gradients in oxygen, metal, and nutrient concentrations. We hypothesized that geochemical variations with depth would result in differences in community composition and in metal resistance strategies among active microbial populations. We also hypothesized that metal resistance gene (MRG) expression would correlate with toxicity levels for dissolved metal species in the lake. Water samples were collected in the upper oxic layer, chemocline, and deep anoxic layer of the lake for shotgun metagenomic and metatranscriptomic sequencing. Metagenomic analyses revealed dramatic differences in the composition of the microbial communities with depth, consistent with changing geochemistry. Based on relative abundance of taxa identified in each metagenome, Eukaryotes (predominantly ) dominated the upper layer, while Archaea (predominantly ) dominated the deep layer, and a combination of Bacteria and Eukaryotes were abundant at the chemocline. We compared metal resistance across communities using a curated list of protein-coding MRGs with KEGG Orthology identifiers (KOs) and found that there were broad differences in the metal resistance strategies (e.g., intracellular metal accumulation) expressed by Eukaryotes, Bacteria, and Archaea. Although normalized abundances of MRG and MRG expression were generally higher in the deep layer, expression of metal-specific genes was not strongly related to variations in specific metal concentrations, especially for Cu and As. We also compared MRG potential and expression in metagenome assembled genomes (MAGs) from the deep layer, where metal concentrations are highest. Consistent with previous work showing differences in metal resistance mechanisms even at the strain level, MRG expression patterns varied strongly among MAG populations from the same depth. Some MAG populations expressed very few MRG known to date, suggesting that novel metal resistance strategies remain to be discovered in uncultivated acidophiles.
莫拉洞穴湖(CM)是伊比利亚黄铁矿带中的一个酸性半混合矿坑湖,其特征是金属(类金属)浓度极高,氧气、金属和养分浓度存在强烈梯度。我们推测,随着深度的地球化学变化会导致活跃微生物种群的群落组成和金属抗性策略存在差异。我们还推测,金属抗性基因(MRG)的表达将与湖泊中溶解金属物种的毒性水平相关。在湖泊的上部好氧层、化学跃层和深部缺氧层采集水样,用于鸟枪法宏基因组和宏转录组测序。宏基因组分析揭示了微生物群落组成随深度的巨大差异,这与不断变化的地球化学一致。根据每个宏基因组中鉴定出的分类单元的相对丰度,真核生物(主要是 )在上层占主导地位,而古菌(主要是 )在深层占主导地位,细菌和真核生物的组合在化学跃层丰富。我们使用带有京都基因与基因组百科全书直系同源标识符(KOs)的蛋白质编码MRG精选列表比较了不同群落的金属抗性,发现真核生物、细菌和古菌所表达的金属抗性策略(例如细胞内金属积累)存在广泛差异。尽管MRG的标准化丰度和MRG表达在深层通常较高,但特定金属基因的表达与特定金属浓度的变化并没有强烈关联,尤其是对于铜和砷。我们还比较了深层(金属浓度最高)宏基因组组装基因组(MAG)中的MRG潜力和表达。与之前的研究结果一致,即即使在菌株水平上金属抗性机制也存在差异,来自同一深度的MAG种群的MRG表达模式差异很大。一些MAG种群表达的已知MRG非常少,这表明在未培养的嗜酸菌中仍有待发现新的金属抗性策略。