US Salinity Laboratory, USDA-ARS, 450 W. Big Springs Rd., Riverside, CA 92507, USA.
Ataturk University, Department of Agricultural Structures and Irrigation, Erzurum 25240, Turkey.
Sci Total Environ. 2020 May 15;717:137207. doi: 10.1016/j.scitotenv.2020.137207. Epub 2020 Feb 8.
Salinity is a major problem facing agriculture in arid and semiarid regions of the world. This problem may vary among seasons affecting both above- and belowground plant microbiomes. However, very few studies have been conducted to examine the influence of salinity and drought on microbiomes and on their functional relationships. The objective for the study was to examine the effects of salinity and drought on above- and belowground spinach microbiomes and evaluate seasonal changes in their bacterial community composition and diversity. Furthermore, potential consequences for community functioning were assessed based on 16S V4 rRNA gene profiles by indirectly inferring the abundance of functional genes based on results obtained with Piphillin. The experiment was repeated three times from early fall to late spring in sand tanks planted with spinach (Spinacia oleracea L., cv. Racoon) grown with saline water of different concentrations and provided at different amounts. Proteobacteria, Cyanobacteria, and Bacteroidetes accounted for 77.1% of taxa detected in the rhizosphere; Proteobacteria, Bacteroidetes, and Actinobacteria accounted for 55.1% of taxa detected in soil, while Proteobacteria, Firmicutes, Bacteroidetes, and Actinobacteria accounted for 55.35% of taxa detected in the phyllosphere. Salinity significantly affected root microbiome beta-diversity according to weighted abundances (p = 0.032) but had no significant effect on the relative abundances of microbial taxa (p = 0.568). Pathways and functional genes analysis of soil, rhizosphere, and phyllosphere showed that the most abundant functional genes were mapped to membrane transport, DNA repair and recombination, signal transduction, purine metabolism, translation-related protein processing, oxidative phosphorylation, bacterial motility protein secretion, and membrane receptor proteins. Monoterpenoid biosynthesis was the most significantly enriched pathway in rhizosphere samples when compared to the soil samples. Overall, the predictive abundances indicate that, functionally, the rhizosphere bacteria had the highest gene abundances and that salinity and drought affected the above- and belowground microbiomes differently.
盐度是世界干旱和半干旱地区农业面临的主要问题。这个问题可能因季节而异,影响地上和地下植物微生物组。然而,很少有研究探讨盐度和干旱对微生物组及其功能关系的影响。本研究的目的是研究盐度和干旱对菠菜地上和地下微生物组的影响,并评估其细菌群落组成和多样性的季节性变化。此外,还根据 16S V4 rRNA 基因图谱评估了群落功能的潜在后果,方法是基于 Piphillin 的结果间接推断功能基因的丰度。该实验在沙箱中重复进行了三次,从初秋到晚春,沙箱中种植了不同浓度盐水浇灌的菠菜(Spinacia oleracea L.,cv. Racoon),并提供了不同的浇灌量。根际中检测到的分类群中,变形菌门、蓝细菌门和拟杆菌门占 77.1%;土壤中检测到的分类群中,变形菌门、拟杆菌门和放线菌门占 55.1%,而叶际中检测到的分类群中,变形菌门、厚壁菌门、拟杆菌门和放线菌门占 55.35%。盐度显著影响根际微生物组的β多样性(根据加权丰度,p=0.032),但对微生物类群的相对丰度没有显著影响(p=0.568)。土壤、根际和叶际的途径和功能基因分析表明,最丰富的功能基因被映射到膜转运、DNA 修复和重组、信号转导、嘌呤代谢、翻译相关蛋白加工、氧化磷酸化、细菌运动蛋白分泌和膜受体蛋白。与土壤样本相比,根际样本中最显著富集的途径是单萜生物合成。总体而言,预测丰度表明,功能上,根际细菌具有最高的基因丰度,盐度和干旱对地上和地下微生物组的影响不同。