Rice rhizodeposition promotes the build-up of organic carbon in soil via fungal necromass
Introduction
Plant root-derived carbon (C) dynamics in the rhizosphere are critical for assessing soil C sequestration and mitigating the greenhouse effect (Lehmann and Kleber, 2015; Zhu et al., 2018). In general, C is transferred from the atmosphere to the soil in the form of water-soluble sugars and organic acids, as well as large-molecular-weight compounds, such as mucilage and sloughed root cells, through plant photosynthesis and rhizodeposition (Kuzyakov and Schneckenberger, 2004; Jones et al., 2009). However, the input of C into soil through rhizodeposition is difficult to observe, with previous measurements focusing on the C pool size, which remains comparatively stable (Paterson et al., 2009). On the other hand, C isotope labeling techniques allow for the tracing of the photosynthesized-C flows and fate in the soil-plant-microbe continuum (Jones et al., 2009; Jeewani et al., 2020; Radajewski et al., 2000). Approximately 20–35% of the photoassimilates are allocated below ground, 10–16% are incorporated into roots, 3–5% are released as rhizodeposits, and 8–12% are lost as root and microbial respiration (Pausch and Kuzyakov, 2018). Variations in the quantity of photosynthesized-C flows depend on plant species, growth stages, soil physico-chemical properties, and nutrient availability, as well as the size, activity, and composition of microbial communities (Ge et al., 2012; Liu et al., 2019).
In contrast to soil microbial biomass, which is small, the C fluxes through this pool are large (Jones et al., 2009). Understanding the microbial community and utilization of rhizodeposits in soil is crucial to accurately estimate the dynamics and sequestration of photosynthesized C. Root exudates shape the assembly of the rhizosphere bacterial community through substrate preferences, which in turn drives the decomposition of root-derived C cycling (Zhalnina et al., 2018). In addition, saprotrophic and mycorrhizal fungi are the main microbial groups that metabolize organic substrates released from the roots (Hannula et al., 2012). While dead microbial biomass (i.e., necromass) has been identified as a significant source of soil organic matter (Miltner et al., 2012), microbial pathways via necromass have been largely ignored and remain poorly reflected in current models of SOC sequestration (Wieder et al., 2013; Liang et al., 2017). However, recent studies have revealed that the role of microbial necromass in SOC stabilization is far greater than previously believed. It is estimated that living microbial biomass contributes to 2% of the SOC, while microbial necromass accounts for up to 80%, mainly because of the recalcitrance of cell wall materials (Liang and Balser, 2011) and allocation in micropores smaller than 150 μm (Kravchenko et al., 2019), resulting in a long residence time in soil. The inclusion of microbial necromass in SOC sequestration research and the understanding of the driving factors, such as land use and fertilization, and the edaphic and environmental variables that determine necromass accumulation, will improve predictions of soil C storage in plant-soil systems (Liang et al., 2017).
Numerous laboratory incubation and modeling studies have demonstrated that land use, climatic variables, plant characteristics (biomass, diversity, and growth stage), substrate chemical composition, soil types and properties (mineral content, C:N ratio), and soil management (e.g., fertilization) determine the contribution of microbial residue compounds to stabilized SOM (Zhu et al., 2016, 2017a; Cui et al., 2020; Liu et al., 2020; Li et al., 2021, Xiao et al., 2021). A recent review estimated the contribution of microbial necromass to agricultural (56%), forest (30%), and grassland (62%) soils by collecting data published between 1996 and 2018 (Liang et al., 2019). Similarly, Ni et al. (2020) found that the amino sugar content in soils, which reflects microbial necromass, from 131 forest, grassland, and cropland sites declined with depth (litter layer, O horizon soil, and mineral soil up to >100 cm) on a global scale. Angst et al. reported a larger contribution of microbial necromass to SOC in agro-ecosystems (up to 50%) compared to forests, mainly via aggregates and mineral associations. Apart from mineral-organic sorption, organic-organic interactions contribute to the abiotic adsorption of necromass. For example, yeast necromass promotes bacterial necromass accumulation (Buckeridge et al., 2020). In addition, soil oligotrophic or copiotrophic conditions also affect the microbial utilization of rhizodeposits and, subsequently, microbial residue production. For example, mollisol with larger C stocks allows for the maintenance of larger necromass production rates compared to C-poor Ultisol (Wang et al., 2020). In addition, perennial plant diversity also determines the accumulation efficiency of microbial necromass (Zhu et al., 2020; Kravchenko et al., 2019). However, shifts during plant growth have rarely been investigated. A recent study revealed that climate and plant productivity are the main drivers of necromass accumulation at regional scales (Zhang et al., 2021). Thus, theoretical frameworks that address the accumulation of microbial necromass affected by climate variables (i.e., increasing temperature and elevated CO2) and crop management during plant growth are needed.
Indeed, numerous studies have reported on rhizodeposition-driven C sequestration under climate change and agricultural management. Generally, soil C sequestration can benefit from elevated CO2 (eCO2) conditions (Haase et al., 2007; Kuzyakov et al., 2019). Increasing atmospheric CO2 concentration increases plant rhizodeposits, as it stimulates net primary production and shoot and root biomass, and increases the root/shoot ratio and rhizodeposition (Pendall et al., 2004). For example, a study found that 5 years of elevated CO2 resulted in higher root biomass (123%) compared with ambient CO2 levels, resulting in doubled rhizodeposition (83 vs. 35 g C m2 year−1) (Pendall et al., 2004). In addition to directly increasing C input, the major consequences on C cycling by high CO2 occur through effects on soil microbial communities. Arbuscular mycorrhizal fungi (AMF), which act as a major conduit in the transfer of C from roots to soil, are upregulated by eCO2 (Drigo et al., 2010). The dominant microbial groups in the rhizosphere are determined by the plant growth stage due to changes in the quantity and quality of rhizodeposits. This includes the succession of opportunistic microorganisms (such as bacteria) that specialize in the decomposition of readily available resources to slow-growing but efficient microorganisms (such as fungi) that feed on polymerized substances (de Graaff et al., 2010).
Nitrogen (N) availability is another factor that determines the quantity, quality, and accumulation of rhizodeposits in soil (Bowsher et al., 2017; Xiao et al., 2019a, 2019b). For instance, N fertilization increased C stabilization in N-deficient soil via increased rice rhizodeposits (Hill et al., 2007) and shifted microbial communities (Ge et al., 2016; Luo et al., 2018). Nitrogen addition is frequently toxic to fungi, whereby a high supply of N favors bacterial PLFA assimilation of root C over fungal growth. In addition, changes in soil C:N ratios by mineral fertilizers assemble the microbiome via stoichiometric control. Additionally, N shifts the composition (and availability) of rhizodeposited C by affecting plant growth, thus modulating the composition of microbial community and the life strategies in the rhizosphere (Fu et al., 2021). Previous studies have investigated the combined effects of CO2 and N on the distribution of rhizodeposited C in soil pools (Haase et al., 2007; Hu et al., 2017; Xu et al., 2018; Li et al., 2020). As a result, the observed differences in rhizodeposition fate and C sequestration can be attributed to: (i) the amount of rhizodeposition depending on plant type and growth stage; (ii) changes in the structure of the microbial community. The manner by which rhizodeposits, especially in arable crops, alter the microbial biomass, activity, community, and functions during plant growth is important for deciphering the mechanisms underlying changes in SOC under environmental factors, such as eCO2 and N.
Few studies have considered the contribution of both living and dead microorganisms to C sequestration via rhizodeposits during plant growth. Thus, the contribution of rhizodeposits to the SOC pool via microbial necromass has rarely been estimated (Peixoto et al., 2020). Tracing and quantifying the photosynthetic-C flow through the plant‒soil-microbe continuum, including both microbial proliferation and mortality, will improve our understanding of the mechanisms underlying rhizodeposit-C sequestration in soil. The development of biomarkers able to distinguish C sources and separate living microorganisms from microbial necromasses remains a significant challenge (Liang et al., 2019). One possibility is phospholipid fatty acid analysis in combination with stable isotope probing, which can be used to trace plant-derived C flows in living microbial communities (Treonis et al., 2004). The accumulation of amino sugars in soil is a good indicator of the contribution of dead microorganisms, considering that plants do not produce amino sugars (Glaser et al., 2004). Although more than 20 amino sugars have been identified in microorganisms, glucosamine (GlcN), galactosamine (GalN), and muramic acid (MurN) are the most commonly used biomarkers. Glucosamine in soil is mainly derived from the chitins of fungal cell walls, whereas MurN exclusively originates from bacterial cell walls, providing indications of the fungal (GlcN) and bacterial quantities (MurN), respectively (Joergensen, 2018; Liang et al., 2020).
Considering the large C sequestration potential of paddy soils, it is crucial to understand the contribution and path of rhizodeposits to stable C pools (Zhu et al., 2017b; Atere et al., 2020; Wei et al., 2021). In this study, we traced photosynthate flow within rice plants and belowground, with a special focus on pools of microbial necromass in paddy soils. Rice (Oryza sativa L.) received 0 or 100 mg N kg−1 soil and was grown continuously in 13CO2 atmosphere for 38 days under ambient (400 μL L−1) or elevated CO2 concentrations (800 μL L−1). Stable isotope probing was combined with PLFA biomarkers and amino sugars, including GlcN and MurN, to determine the contribution of living and dead microbial biomass to SOC accumulation in pools of mineral-associated organic matter (MAOM) and particulate organic matter (POM) (Koyama et al., 2018). We hypothesized that: (i) compared to bacteria, a more stable fungal necromass would contribute more to SOC because of its recalcitrance, especially in the late booting stage, because of the slower adaption and growth of fungal hyphae during plant development; (ii) both elevated CO2 and N fertilization would increase the total plant biomass and belowground C allocation, with the subsequent incorporation of rhizodeposits into SOC fractions, particularly the mineral-associated C pool.
Section snippets
Soil
Stagnic Anthrosol developed from highly weathered granitic parent material was collected from a paddy field with over 50 years of continuous rice cropping located at the Changsha Research Station for Agricultural and Environmental Monitoring in the subtropical regions of China (113°20′E, 28°33′N). The paddy field also had over six years of rice straw return management. Soil samples were collected from the upper soil layer (0–20 cm) on March 2, 2016, and sieved (<4 mm) in moist conditions (water
Allocation of assimilated 13C in plants in response to CO2 concentration and N fertilization
The allocation of assimilated 13C into the roots and shoots was increased by N fertilization (Fig. 1a and b). At the tillering and booting stage, the assimilated 13C in roots grown under ambient CO2 decreased from 0.35 g C m−2 and 1.03 g C m−2 to 0.23 g C m−2 and 0.76 g C m−2 in soil without and with N fertilizer, respectively. The 13C incorporated in soil at the tillering and booting stage increased from 0.07 g C m−2 and 0.12 g C m−2 to 0.10 g C m−2 and 0.14 g C m−2 under ambient CO2 in soil
Effects of elevated CO2 and N fertilization on microbial utilization of rhizodeposits
Inputs of rhizodeposits containing polysaccharides, amino acids, and organic acids provide additional sources of C, nutrients, and energy relative to organic matter in root-free soil (Paterson et al., 2007). Environmental factors influence rhizodeposition, and thus modulate root-associated microbial communities (rhizosphere microbiome), which in turn has major consequences on soil C cycling (Ofek-Lalzar et al., 2014). We found that eCO2 increased the amount of photosynthetic C in both the
Conclusions
This study elucidated the pathways of rhizodeposits via microbial biomass and necromass in the build up of SOC in soil. Photosynthetic-C flows from rice (Oryza sativa L.) shoots and roots, microbial PLFAs, and amino sugars were traced using continuous 13CO2 labeling. Elevated CO2 was found to increase 13C enrichment in the shoots and roots, while N fertilization decreased 13C allocation belowground. Rhizodeposits were mainly assimilated by bacteria, whereas more 13C was ultimately recovered in
Declaration of competing interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgments
This work was supported by the National Natural Science Foundation of China [grant numbers 41977093; 41771334], Natural Science Foundation of Hunan Province [grant numbers 2019JJ10003; 2019JJ30028]. CT is suported by Australian Research Council. YK thanks the program of Competitive Growth of Kazan Federal University and the “RUDN University program 5–100”. We thank the Public Service Technology Center, Institute of Subtropical Agriculture, Chinese Academy of Sciences for providing chemical
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