Flathead Lake Biological Station, University of Montana, Polson, MT, 59860, USA.
State Key Laboratory of Cryosheric Sciences, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, 730000, China.
Sci Rep. 2017 Oct 4;7(1):12668. doi: 10.1038/s41598-017-13086-9.
Benthic biofilms in glacier-fed streams harbor diverse microorganisms driving biogeochemical cycles and, consequently, influencing ecosystem-level processes. Benthic biofilms are vulnerable to glacial retreat induced by climate change. To investigate microbial functions of benthic biofilms in glacier-fed streams, we predicted metagenomes from 16s rRNA gene sequence data using PICRUSt and identified functional genes associated with nitrogen and sulfur metabolisms based on KEGG database and explored the relationships between metabolic pathways and abiotic factors in glacier-fed streams in the Tianshan Mountains in Central Asia. Results showed that the distribution of functional genes was mainly associated with glacier area proportion, glacier source proportion, total nitrogen, dissolved organic carbon, and pH. For nitrogen metabolism, the relative abundance of functional genes associated with dissimilatory pathways was higher than those for assimilatory pathways. The relative abundance of functional genes associated with assimilatory sulfate reduction was higher than those involved with the sulfur oxidation system and dissimilatory sulfate reduction. Hydrological factors had more significant correlations with nitrogen metabolism than physicochemical factors and anammox was the most sensitive nitrogen cycling pathway responding to variation of the abiotic environment in these glacial-fed streams. In contrast, sulfur metabolism pathways were not sensitive to variations of abiotic factors in these systems.
底栖生物膜在冰川补给溪流中栖息着多种多样的微生物,这些微生物驱动着生物地球化学循环,并因此影响着生态系统层面的过程。底栖生物膜容易受到气候变化引起的冰川退缩的影响。为了研究冰川补给溪流中底栖生物膜的微生物功能,我们使用 PICRUSt 从 16s rRNA 基因序列数据预测了宏基因组,并根据 KEGG 数据库确定了与氮和硫代谢相关的功能基因,并探索了中亚天山冰川补给溪流中代谢途径和非生物因素之间的关系。结果表明,功能基因的分布主要与冰川面积比例、冰川源比例、总氮、溶解有机碳和 pH 值有关。在氮代谢方面,与异化途径相关的功能基因的相对丰度高于同化途径。与硫氧化系统和异化硫酸盐还原相关的功能基因相比,与同化硫酸盐还原相关的功能基因的相对丰度更高。与理化因素相比,水文因素与氮代谢的相关性更显著,氨氧化是对这些冰川补给溪流中生物环境变化最敏感的氮循环途径。相比之下,硫代谢途径对这些系统中非生物因素的变化并不敏感。