Key Laboratory of Mollisols Agroecology, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Harbin 150081, China; University of Chinese Academy of Sciences, Beijing 100049, China.
Key Laboratory of Mollisols Agroecology, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Harbin 150081, China.
Sci Total Environ. 2022 Sep 10;838(Pt 3):156413. doi: 10.1016/j.scitotenv.2022.156413. Epub 2022 May 31.
Long-term continuous cropping of soybean can generate the development of disease-suppressive soils. However, whether the changes in microbial communities, especially for archaea, contribute to controlling soil sickness and improving crop yields remains poorly understood. Here, real-time PCR and high-throughput sequencing were employed to investigate the changes in soil archaeal communities in both bulk and rhizosphere soils under four cropping systems, including the continuous cropping of soybeans for a short-term of 3 and 5 years (CC3 and CC5, respectively) and for a long-term of 13 years (CC13), as well as a soybean-maize rotation for 5 years (CR5). The results showed that CC13 and CR5 significantly increased archaeal abundance, reduced the alpha-diversity of archaeal communities, and changed soil archaeal community structures compared to CC3 and CC5. Microbial co-occurrence network analysis revealed that CC13 led to the higher resistant microbial community and lower the relative abundance of potential plant pathogens in the network compared to CC3 and CC5. Correlation analysis showed that the microbial resistance index was negatively correlated with the relative abundance of potential plant pathogens and positively correlated with soybean yields in both bulk and rhizosphere soils. Intriguingly, the random forest (RF) analysis showed that archaea contributed the most to soil microbial resistance even though they were not at the core positions of the network. Overall, structural equation models (SEMs) revealed that high resistant microbial community could directly or indirectly improved soybean yields by regulating the relative abundance of plant pathogens and the soil nutrients, suggesting that the regulation of soil microbial taxa may play an important role in maintaining agricultural productivity under continuous cropping of soybean.
长期连作大豆会导致抑病土壤的形成。然而,微生物群落的变化,尤其是古菌,是否有助于控制土壤病害和提高作物产量,仍知之甚少。在这里,我们采用实时 PCR 和高通量测序技术,研究了四种种植制度下(包括短期连作 3 年和 5 年的大豆(CC3 和 CC5)和长期连作 13 年的大豆(CC13),以及 5 年大豆-玉米轮作的(CR5)),在根际和非根际土壤中,微生物群落的变化。结果表明,与 CC3 和 CC5 相比,CC13 和 CR5 显著增加了古菌丰度,降低了古菌群落的α多样性,并改变了土壤古菌群落结构。微生物共现网络分析显示,与 CC3 和 CC5 相比,CC13 导致了更高的抗性微生物群落和较低的网络中潜在植物病原菌的相对丰度。相关性分析表明,在根际和非根际土壤中,微生物抗性指数与潜在植物病原菌的相对丰度呈负相关,与大豆产量呈正相关。有趣的是,随机森林(RF)分析表明,古菌对土壤微生物抗性的贡献最大,尽管它们在网络中不是核心位置。总体而言,结构方程模型(SEMs)表明,高抗性微生物群落可以通过调节植物病原菌和土壤养分的相对丰度,直接或间接提高大豆产量,这表明调节土壤微生物类群可能在维持大豆连作中的农业生产力方面发挥重要作用。