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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">756378</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2021.756378</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Microbial Necromass in Soils&#x2014;Linking Microbes to Soil Processes and Carbon Turnover</article-title>
<alt-title alt-title-type="left-running-head">K&#xe4;stner et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Microbial Necromass in Soils&#x2014;Implications</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>K&#xe4;stner</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/66089/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Miltner</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/410147/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Thiele-Bruhn</surname>
<given-names>S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/101844/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liang</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/87800/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>UFZ - Department of Environmental Biotechnology, Helmholtz Centre for Environmental Research, <addr-line>Leipzig</addr-line>, <country>Germany</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Department of Soil Science, Faculty of Regional and Environmental Sciences, Trier University, <addr-line>Trier</addr-line>, <country>Germany</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Chinese Academy of Sciences, <addr-line>Shenyang</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/358818/overview">Rosa Francaviglia</ext-link>, Council for Agricultural and Economics Research (CREA), Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/183785/overview">Claire Chenu</ext-link>, AgroParisTech Institut des Sciences et Industries du Vivant et de L&#x2019;environnement, France</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/411432/overview">Gerrit Angst</ext-link>, Institute of Soil Biology (ASCR), Czechia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1486979/overview">Marie Spohn</ext-link>, Swedish University of Agricultural Sciences, Sweden</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: M. K&#xe4;stner, <email>matthias.kaestner@ufz.de</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Soil Processes, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>756378</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 K&#xe4;stner, Miltner, Thiele-Bruhn and Liang.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>K&#xe4;stner, Miltner, Thiele-Bruhn and Liang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The organic matter of living plants is the precursor material of the organic matter stored in terrestrial soil ecosystems. Although a great deal of knowledge exists on the carbon turnover processes of plant material, some of the processes of soil organic matter (SOM) formation, in particular from microbial necromass, are still not fully understood. Recent research showed that a larger part of the original plant matter is converted into microbial biomass, while the remaining part in the soil is modified by extracellular enzymes of microbes. At the end of its life, microbial biomass contributes to the microbial molecular imprint of SOM as necromass with specific properties. Next to appropriate environmental conditions, heterotrophic microorganisms require energy-containing substrates with C, H, O, N, S, P, and many other elements for growth, which are provided by the plant material and the nutrients contained in SOM. As easily degradable substrates are often scarce resources in soil, we can hypothesize that microbes optimize their carbon and energy use. Presumably, microorganisms are able to mobilize biomass building blocks (mono and oligomers of fatty acids, amino acids, amino sugars, nucleotides) with the appropriate stoichiometry from microbial necromass in SOM. This is in contrast to mobilizing only nutrients and consuming energy for new synthesis from primary metabolites of the tricarboxylic acid cycle after complete degradation of the substrates. Microbial necromass is thus an important resource in SOM, and microbial mining of building blocks could be a life strategy contributing to priming effects and providing the resources for new microbial growth cycles. Due to the energy needs of microorganisms, we can conclude that the formation of SOM through microbial biomass depends on energy flux. However, specific details and the variability of microbial growth, carbon use and decay cycles in the soil are not yet fully understood and linked to other fields of soil science. Here, we summarize the current knowledge on microbial energy gain, carbon use, growth, decay, and necromass formation for relevant soil processes, e. g. the microbial carbon pump, C storage, and stabilization. We highlight the factors controlling microbial necromass contribution to SOM and the implications for soil carbon use efficiency (CUE) and we identify research needs for process-based SOM turnover modelling and for understanding the variability of these processes in various soil types under different climates.</p>
</abstract>
<kwd-group>
<kwd>microbial growth</kwd>
<kwd>energy</kwd>
<kwd>necromass</kwd>
<kwd>elemental stoichiometry</kwd>
<kwd>carbon use efficiency</kwd>
<kwd>energy use efficiency</kwd>
<kwd>nutrient mining</kwd>
<kwd>mineral interactions</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>A large amount of organic C in terrestrial ecosystems is stored in soil organic matter (SOM), and was estimated as 1,500&#x2013;2,500&#xa0;Pg&#xa0;C with significant losses within the last 200&#xa0;years, for review see (<xref ref-type="bibr" rid="B148">Scharlemann et&#x20;al., 2014</xref>) and the references therein. Therefore, knowledge-based management of SOM is needed. The amount of C stored in SOM is a steady state between CO<sub>2</sub> fixed in annual plant primary production and the release from SOM by soil microbial degradation and mineralization. Reduced C in the form of plant biomass enters the soil and provides energy and C for the growth of heterotrophic microbial decomposers. These microorganisms drive C and nutrient cycling and are thus relevant for many of the ecosystem services that soils provide, e.g., C sequestration, nutrient retention, provision of food, fibers and fuel, habitat for organisms, water retention and purification, etc. (<xref ref-type="bibr" rid="B17">Baveye et&#x20;al., 2016</xref>). They transform many C sources to microbial biomass C that is subsequently distributed to various trophic levels of the soil fauna. For decades, microorganisms were thought to contribute to SOM mainly through their activity, i.e. degrading and modifying plant organic matter, but this view has changed over the last decade.</p>
<p>Research on soil C transformation and sequestration has shifted towards studying the processes of SOM formation (<xref ref-type="bibr" rid="B151">Schimel and Weintraub, 2003</xref>; <xref ref-type="bibr" rid="B153">Schmidt et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B36">Cotrufo et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B93">Lehmann and Kleber, 2015a</xref>; <xref ref-type="bibr" rid="B11">Barre et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B162">Sokol et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B161">Sokol and Bradford, 2019</xref>). This has also been accompanied by a shift in paradigms: SOM is increasingly seen as being comprised of molecules that are the result of microbial metabolism, including microbial biomass components and microbial-processed plant compounds (<xref ref-type="bibr" rid="B95">Lehmann et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B125">Miltner et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B177">Wang et&#x20;al., 2021b</xref>). Microbe-mediated turnover of plant materials into stabilized SOM has long been conceptualized (<xref ref-type="bibr" rid="B61">Guggenberger et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B85">K&#xf6;gel-Knabner, 2002</xref>; <xref ref-type="bibr" rid="B86">K&#xf6;gel-Knabner, 2017</xref>) but it is only recently that evidence for a large contribution of microbial necromass to SOM formation has accumulated (<xref ref-type="bibr" rid="B37">Craig et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B77">K&#xe4;stner and Miltner, 2018</xref>; <xref ref-type="bibr" rid="B99">Liang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B100">Liang et&#x20;al., 2020</xref>). This evidence is based on the NMR spectra of microbial biomolecules in SOM (<xref ref-type="bibr" rid="B157">Simpson et&#x20;al., 2007</xref>), on specific analyses of cell envelope amino sugars of bacteria and fungi (<xref ref-type="bibr" rid="B61">Guggenberger et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B3">Amelung, 2001</xref>; <xref ref-type="bibr" rid="B8">Appuhn and Joergensen, 2006</xref>; <xref ref-type="bibr" rid="B49">Fan and Liang, 2015</xref>; <xref ref-type="bibr" rid="B101">Liang et&#x20;al., 2017</xref>), on turnover studies of microbial proteins and cell envelope structures (<xref ref-type="bibr" rid="B144">Rillig et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B126">Miltner et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B125">Miltner et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B156">Schweigert et&#x20;al., 2015</xref>), on elemental stoichiometry and the C:N ratio (<xref ref-type="bibr" rid="B42">del Giorgio and Cole, 1998</xref>), or on SOM development from farmyard manure or defined substrate materials in artificial soils (<xref ref-type="bibr" rid="B137">Pronk et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B74">Kallenbach et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B138">Pronk et&#x20;al., 2017</xref>). Contributions of microbial biomass components to SOM were recently summarized (<xref ref-type="bibr" rid="B166">Starke et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B99">Liang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B5">Angst et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B176">Wang et&#x20;al., 2021a</xref>; <xref ref-type="bibr" rid="B177">Wang et&#x20;al., 2021b</xref>) but also depend on microbial taxa (<xref ref-type="bibr" rid="B45">Dong et&#x20;al., 2021</xref>). Microbial contributions to SOM play a much greater role in C sequestration into soils than traditionally believed, particularly because a significant portion of those inputs were found to be sometimes stabilized more than plant inputs (<xref ref-type="bibr" rid="B111">Ma et&#x20;al., 2018</xref>). However, the specific roles of microbial C utilization, transformation, as well as necromass stabilization processes in SOM and their interactions with ecosystem conditions, remain largely elusive. There seems to be a discrepancy between the low amounts of living biomass and the relatively high amounts of residues of dead cells, showing not only a high formation and turnover of microbial biomass but also effective and preferential stabilization of microbial residues.</p>
<p>Due to macromolecular aggregations, e.g., in cell envelopes, microbial biomolecules are partially stabilized by the complex composition of these materials. They can be additionally stabilized either by aggregation with themselves or by physical interaction, sequestration, or trapping within the soil matrix and aggregates (<xref ref-type="bibr" rid="B125">Miltner et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B101">Liang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B77">K&#xe4;stner and Miltner, 2018</xref>). A significant part of these materials is normally present in particulate matter of nm size: colloidal proteins, ribosomes, or cell envelope fragments. Based on its size, this material is by definition part of the dissolved organic C fraction (&#x3c;0.45&#xa0;&#x3bc;m, DOC) (<xref ref-type="bibr" rid="B25">Bridgewater, 2012</xref>). Recent calculations based on microbial cell envelope residues inferred by amino sugar analysis of 122 soil site samples showed an average contribution of microbial necromass to SOM varying between 33% in forest soils and up to 62% in grasslands (<xref ref-type="bibr" rid="B99">Liang et&#x20;al., 2019</xref>). The concept of microbial biomass formation combined with mineral matrix stabilization (<xref ref-type="bibr" rid="B36">Cotrufo et&#x20;al., 2013</xref>) has been conceptualized to a soil &#x201c;microbial C pump,&#x201d; MCP (as an analogy to the marine &#x201c;carbon pump&#x201d; (<xref ref-type="bibr" rid="B68">Jiao et&#x20;al., 2010</xref>)) in which microbes degrade plant-derived C to produce own biomass, which is stabilized later as necromass by various processes of mineral interaction and in soil aggregates (<xref ref-type="bibr" rid="B101">Liang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B100">Liang et&#x20;al., 2020</xref>). In terrestrial systems, this &#x201c;pump&#x201d; transforms microbe-synthesized compounds into SOM where they are stabilized in a kind of &#x201c;entombing&#x201d; effect (<xref ref-type="bibr" rid="B101">Liang et&#x20;al., 2017</xref>); however, detailed understanding of these processes is still a scientific challenge (<xref ref-type="bibr" rid="B102">Liang, 2020</xref>; <xref ref-type="bibr" rid="B190">Zhu et&#x20;al., 2020</xref>). In order to step forward from empirical understanding towards mechanistic process control, we need to relate the MCP idea to the details of the microbial growth and decay cycle processes, as well as post mortem modifications of biomolecules combined with matrix stabilization including the effects of redox cycling. Therefore, we need to recall the principles and factors of microbial energy and C use, and this knowledge needs to be thoroughly and consistently used in soil science.</p>
<p>In order to understand C transformation and sequestration in soils, an approach that focuses only on C pools and C storage without considering energy and matter fluxes is too limited (<xref ref-type="bibr" rid="B178">Waring et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B115">Manzoni et&#x20;al., 2021</xref>). Soil fertility and many other soil functions depend on the activity of various soil microbial communities and thus on continuous energy and C fluxes through the soil system (<xref ref-type="bibr" rid="B67">Janzen, 2015</xref>; <xref ref-type="bibr" rid="B178">Waring et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B115">Manzoni et&#x20;al., 2021</xref>). For maintaining microbial diversity and ecosystem functions in soil including C storage, both fluxes and stoichiometry issues need to be considered. More information on the link between element cycling and energy fluxes is thus necessary in order to understand C turnover and sequestration in terrestrial ecosystems. Here we provide a conceptual synopsis about microorganisms as drivers for SOM formation, with the potential for an improved understanding of C sequestration processes in soils. Our goal is to relate microbial growth behavior and energy consumption to bio- and necromass formation in SOM. In addition, we aim to establish the relationship with the factors controlling necromass stabilization in SOM, together with their implications on C use efficiency (CUE) and nutrient cycling. Finally, we identify resulting open questions and research needs in SOM turnover research, including suggestions for the improvement of SOM contents.</p>
</sec>
<sec id="s2">
<title>Microbes Need Energy for Growth and Maintenance</title>
<p>Most of the solar energy retained in C by plant primary production enters soil (&#x3e;90%) (<xref ref-type="bibr" rid="B57">Gessner et&#x20;al., 2010</xref>), nurturing ecosystems and biodiversity. Megatons of organic matter per hectare with hundreds of gigajoule of Gibbs energy are intermediately stored in the soil on its way through food webs until there is a final mineralization and release of this energy as heat and entropy (<xref ref-type="bibr" rid="B175">von Stockar, 2010</xref>). Microbial bio- and necromass thus represent intermediate stages of C and energy retained in&#x20;SOM.</p>
<sec id="s2-1">
<title>Energy Fluxes, Redox Couples, and Microbial Metabolism</title>
<p>All living organisms need energy, C sources, and nutrients to accommodate their requirements for maintenance metabolism, growth, and activity. In soils, some microorganisms are photolithoautotrophs (green algae, cyanobacteria) or chemolithoautotrophs that use inorganic molecules, e.g. NH<sub>4</sub>
<sup>&#x2b;</sup> or Fe<sup>2&#x2b;</sup> as energy sources and electron donors as well as CO<sub>2</sub> as C source; for more details see (<xref ref-type="bibr" rid="B96">Lengler et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B152">Schink, 2006</xref>). However, most of the microorganisms in soil are chemoorganoheterotrophs and organic molecules are their C and energy sources. The C of these organic substrates can be shared between catabolism (&#x3d; degradation) and anabolism with biomolecule synthesis and eventually growth. Thereby the catabolism provides the energy for the anabolism (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). Under starvation or unbalanced elemental supply conditions in soil, anabolic C turnover can be decoupled from catabolic processes, resulting in variable C use from different substrates. However, no anabolism is possible without energy gain from catabolism (<xref ref-type="bibr" rid="B147">Russel and Cook, 1995</xref>; <xref ref-type="bibr" rid="B96">Lengler et&#x20;al., 1999</xref>). Degradation processes in catabolism apply irrespective of the origin of the substrates for both plant materials and microbial necromass. The turnover of microbial bio- and necromass enables element cycling of N and P through microbial food webs (<xref ref-type="bibr" rid="B77">K&#xe4;stner and Miltner, 2018</xref>). Productive degradation of a substrate, combined with cycling of biomass building blocks, can increase the overall amount of biomass produced.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Simplified sketch of microbial metabolism under growth conditions: C and energy from substrate degradation feeds anabolism with biomass formation. Microbial mining of nutrients and additional substrates&#x2013;a concept to explain variation of carbon use efficiency (CUE) small amounts of SOM or biomass &#x201c;building&#x201d; blocks&#x2019; result in higher biomass yield from main substrates; more C and energy from the substrates can be allocated towards biomass formation resulting in higher CUE and C retention because of lower energy requirements for biomass synthesis.</p>
</caption>
<graphic xlink:href="fenvs-09-756378-g001.tif"/>
</fig>
<p>Energy is the driver of all biotic processes in nature and energy metabolism depends on redox reactions that couple two proceeding half-reactions (oxidation and reduction). The total energy gain (&#x394;G, Gibbs energy) is the energy balance of the half-reactions in heterotrophic organisms: 1) the oxidation of C substrates, often to CO<sub>2</sub>, and 2) the transfer of released electrons to terminal electron acceptors in respiration processes, e.g. the reduction of O<sub>2</sub> to H<sub>2</sub>O (<xref ref-type="bibr" rid="B147">Russel and Cook, 1995</xref>; <xref ref-type="bibr" rid="B152">Schink, 2006</xref>). The energy gain from the oxidation of substrates varies with different electron acceptors; O<sub>2</sub> as electron acceptor sustains the highest turnover rates of organic matter (<xref ref-type="bibr" rid="B152">Schink, 2006</xref>). Microbial activity generally reduces the redox potential and O<sub>2</sub> content in the vicinity of the cells. Alternative electron acceptors such as NO<sub>3</sub>
<sup>&#x2212;</sup>, Fe<sup>3&#x2b;</sup>, Mn<sup>4&#x2b;/3&#x2b;</sup>, SO<sub>4</sub>
<sup>2-</sup> can also be used, but with decreasing energy gains due to lower redox potentials. Anoxic electron acceptors result in various degradation efficiencies of molecule classes, which results in selective stabilization (<xref ref-type="bibr" rid="B78">Keiluweit et&#x20;al., 2017</xref>). Thermodynamics can thus provide mechanistic explanations for SOM formation and turnover and for understanding soil processes in general.</p>
</sec>
<sec id="s2-2">
<title>Microbial Growth and Maintenance</title>
<p>Microbial growth and biomass formation by anabolism in soils depends on many factors such as 1) soil properties, texture, and environmental conditions (pH, clay and SOM content as well as humidity, aeration, temperature), 2) the presence and general activity of potential litter degraders in microbial communities, and 3) the availability of nutrients, electron acceptors, and substrates (<xref ref-type="bibr" rid="B55">Gavrilescu, 2005</xref>; <xref ref-type="bibr" rid="B178">Waring et&#x20;al., 2020</xref>). Bioavailability is controlled by the characteristics of the substrate (water solubility, molecular size, K<sub>oc</sub>/K<sub>ow</sub> values) as well as their interaction with other components of the soil matrix, e.g., dissolution, sorption, aggregation, and entrapment (<xref ref-type="bibr" rid="B20">Bollag and Liu, 1990</xref>; <xref ref-type="bibr" rid="B158">Sims et&#x20;al., 1990</xref>; <xref ref-type="bibr" rid="B55">Gavrilescu, 2005</xref>).</p>
<p>Under optimal conditions with ideal water contents, electron acceptor availability, nutrient and substrate supply, the growth rates of microorganisms depend on available C and energy substrate concentrations. For growth, each cell needs to divert a minimum substrate flux in order to maintain metabolism, cell integrity, and survival (the maintenance threshold (<xref ref-type="bibr" rid="B172">van Uden, 1967</xref>; <xref ref-type="bibr" rid="B173">van Bodegom, 2007</xref>)). Thus, minimum substrate and energy fluxes significantly different from zero are needed, even if cells do not grow. Low concentrations of substrates or low turnover rates due to limited supply conditions may not provide sufficient energy for this maintenance metabolism, resulting in dormancy or spore formation and eventually in cell death (<xref ref-type="bibr" rid="B87">Kovarova and Egli, 1998</xref>). For a long time it was thought that the maintenance rates of various bacteria as well as death rates and growth yields were nearly constant over wide substrate ranges, but this view has changed (<xref ref-type="bibr" rid="B173">van Bodegom, 2007</xref>). More detailed examinations with a model bacterium showed that fast-growing bacteria die faster upon substrate deprivation and have lower biomass yields due to increased maintenance requirements (<xref ref-type="bibr" rid="B18">Biselli et&#x20;al., 2020</xref>). This means that growth rates are positively correlated to maintenance needs and death rates; however, they are negatively correlated with biomass yields and increasing growth rates can thus result in decreasing biomass yields relative to substrate uptake. Higher growth rates thus can lower C retention in biomass resulting in highly flexible microbial C use in soil. Slow-growing cells on the other hand survive longer due to lower maintenance requirements (<xref ref-type="bibr" rid="B147">Russel and Cook, 1995</xref>) and have an evolutionary advantage in environments where substrate supply varies over time (<xref ref-type="bibr" rid="B87">Kovarova and Egli, 1998</xref>; <xref ref-type="bibr" rid="B173">van Bodegom, 2007</xref>; <xref ref-type="bibr" rid="B18">Biselli et&#x20;al., 2020</xref>). This advantage is based on lower maintenance needs and thus the ability to survive longer (<xref ref-type="bibr" rid="B87">Kovarova and Egli, 1998</xref>; <xref ref-type="bibr" rid="B173">van Bodegom, 2007</xref>; <xref ref-type="bibr" rid="B18">Biselli et&#x20;al., 2020</xref>). Not surprisingly, the maintenance requirements and survival of organisms also depend on the recycling yield from dead cells in microbial cultures. Organisms usually feed on their deceased neighbors and the recycling yield is exponentially related to the growth rate (<xref ref-type="bibr" rid="B18">Biselli et&#x20;al., 2020</xref>). Under optimal growth conditions a recycling yield of 12% can be obtained. In other words, only eight dead cells are needed to produce one new cell, which supports the hypothesis that microbes are capable of generally mining microbial necromass. The requirements are much lower under more limited conditions. This mining can explain why microbes in deeper soil layers can survive by merely feeding on the necromass seeping downwards; the availability of these resources directly regulates the C use (<xref ref-type="bibr" rid="B106">Ludwig et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B130">Ni et&#x20;al., 2020</xref>).</p>
<p>With decreasing concentrations of degradable SOM compounds, the overall growth in soil decreases (<xref ref-type="bibr" rid="B77">K&#xe4;stner and Miltner, 2018</xref>; <xref ref-type="bibr" rid="B188">Zheng et&#x20;al., 2019</xref>). However, the activity of microorganisms is determined by the energy content of the substrates, the availability of nutrients, terminal electron acceptors as well as soil water contents, and typically by the most limiting factor (<xref ref-type="bibr" rid="B147">Russel and Cook, 1995</xref>; <xref ref-type="bibr" rid="B96">Lengler et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B178">Waring et&#x20;al., 2020</xref>). For optimum growth, all factors required by the soil microorganisms have to match their needs. This does not only include C but also other nutrients in the required stoichiometric ratios. The growth of soil microorganisms is often limited by one of these factors, which then controls the growth yield and energy use efficiency (EUE &#x3d; energy retained in the system, here in biomass or SOM) (<xref ref-type="bibr" rid="B64">Harris et&#x20;al., 2012</xref>). The ratio of C used for biomass production (&#x3d; growth) in anabolism over total substrate C use (&#x3d; C used for growth &#x2b; respired C) has been defined as yield coefficients (Y<sub>X/S</sub>) in microbiology (<xref ref-type="bibr" rid="B152">Schink, 2006</xref>) which is similar to C use efficiency (CUE) (<xref ref-type="bibr" rid="B42">del Giorgio and Cole, 1998</xref>).</p>
<p>The organic matter of the photoauthotrophic primary producers enters the soil as litter and root exudates (<xref ref-type="bibr" rid="B153">Schmidt et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B94">Lehmann and Kleber, 2015b</xref>; <xref ref-type="bibr" rid="B67">Janzen, 2015</xref>; <xref ref-type="bibr" rid="B134">Paul, 2016</xref>). Litter mostly consists of macroscopically visible aggregated plant-derived biopolymers (such as starch, cellulose, and lignin); for details see (<xref ref-type="bibr" rid="B86">K&#xf6;gel-Knabner, 2017</xref>) and the references therein. Due to their large molecular size, these compounds cannot be taken up by microorganisms (with cell sizes of a just a few&#x20;&#x3bc;m), because the transport across the cell envelope is considered to be limited to smaller molecules (&#x3c;600&#x2013;1,000&#xa0;Da) (<xref ref-type="bibr" rid="B46">Ekschmitt et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B93">Lehmann and Kleber, 2015a</xref>). Similarly, microbial biomass and their aggregates of proteins, nucleic acids, cell envelope fragments, and extracellular polymeric substances are also macromolecules, but of a much smaller size in the order of nm. All of these macromolecules need to be depolymerized (often hydrolyzed) to oligomers outside of microbial cells by extracellular enzymes before they can be taken up as substrates (<xref ref-type="bibr" rid="B151">Schimel and Weintraub, 2003</xref>; <xref ref-type="bibr" rid="B77">K&#xe4;stner and Miltner, 2018</xref>). Microorganisms producing extracellular enzymes were shown to have a lower growth yield than non-producers (<xref ref-type="bibr" rid="B112">Malik et&#x20;al., 2019</xref>). The accumulation of microbial necromass alters the relative C and N limitation during litter decomposition and accelerates N cycling, ultimately resulting in increased SOM content. Such effects partly decouple C and N use and the spatial heterogeneity may explain different C and N turnover dynamics and stabilization in SOM. The resulting monomers and oligomers can then be taken up by microorganisms and used for cell maintenance and growth.</p>
<table-wrap id="T1" position="float">
<table>
<tbody valign="top">
<tr>
<td>
<bold>Definitions box</bold>
</td>
<td/>
</tr>
<tr>
<td align="left">Microbial biomass</td>
<td align="left">biomass of bacteria, archaea, fungi, viruses/phages, and microfauna</td>
</tr>
<tr>
<td align="left">Microbial necromass</td>
<td align="left">biomass residues after cell death, including fragments and macro-molecular residues from microbial biomass</td>
</tr>
<tr>
<td align="left">Microbial building blocks</td>
<td align="left">building blocks of microbial biomass: mono and oligomers of fatty acids, amino acids and peptides, amino sugars and peptidoglycan, nucleotides and nucleic acids</td>
</tr>
<tr>
<td align="left">Tricarboxylic acid cycle (TCC)</td>
<td align="left">central metabolism cycle of most microorganisms from which either energy is derived, or biomass componentsare synthesized</td>
</tr>
<tr>
<td align="left">Central metabolites</td>
<td align="left">central metabolites of the TCC from which biomass building blocks can be synthesized.</td>
</tr>
<tr>
<td align="left">Anabolism</td>
<td align="left">biochemical pathways to build up biomolecules</td>
</tr>
<tr>
<td align="left">Catabolism</td>
<td align="left">biochemical pathways to degrade and finally mineralize organic molecules</td>
</tr>
<tr>
<td align="left">Nutrients</td>
<td align="left">macro and micro elements needed for synthesis of biomass</td>
</tr>
<tr>
<td align="left">Growth</td>
<td align="left">synthesis of living microbial biomass</td>
</tr>
<tr>
<td align="left">Growth rate</td>
<td align="left">growth per time unit</td>
</tr>
<tr>
<td align="left">Yield (growth yield)</td>
<td align="left">amount of biomass synthesized per amount of substrate degraded (consumed for biomass synthesis and mineralized)</td>
</tr>
<tr>
<td align="left">Maintenance</td>
<td align="left">substrate consumption needed to maintain the integrity of a living cell (cell membrane)</td>
</tr>
<tr>
<td align="left">Maintenance rate</td>
<td align="left">substrate consumption for maintenance per time unit</td>
</tr>
<tr>
<td align="left">Death</td>
<td align="left">loss of membrane integrity of a microbial cell, loss of viability</td>
</tr>
<tr>
<td align="left">Death rate</td>
<td align="left">amount of dead biomass per time unit</td>
</tr>
<tr>
<td align="left">Carbon use efficiency (CUE)</td>
<td align="left">carbon retained in soil per amount of substrate consumed</td>
</tr>
<tr>
<td align="left">Energy use efficiency (EUE)</td>
<td align="left">energy retained in soil (biomass) per amount of energy consumed</td>
</tr>
<tr>
<td align="left">C flux</td>
<td align="left">amount of C introduced per time unit</td>
</tr>
<tr>
<td align="left">Energy flux</td>
<td align="left">amount of energy introduced per time unit</td>
</tr>
<tr>
<td align="left">Delta G</td>
<td align="left">amount of energy released from chemical reactions; here of biotic coupled redox reactions, e. g. from glucose &#x2b; oxygen &#x3d;&#x3e; CO<sub>2</sub> &#x2b; water</td>
</tr>
<tr>
<td align="left">Stoichiometry</td>
<td align="left">ratio of elements, here ratio of elements C, H, O, N, S, P. A particular stoichiometry is needed to meet microbial biomass elemental composition</td>
</tr>
<tr>
<td align="left">C:N ratio</td>
<td align="left">ratio of C to N, unit indicative for organic matter from plant or microbial biomass</td>
</tr>
<tr>
<td rowspan="3" align="left">Mineral association (mineral associated organic matter, MOM)</td>
<td align="left">here, organic material associated to: - surfaces of minerals in general</td>
</tr>
<tr>
<td align="left">- soil aggregates</td>
</tr>
<tr>
<td align="left">- biomolecular aggregations (biomass or necromass) encrusted by solid precipitates of metals, carbonates, silicates etc.</td>
</tr>
<tr>
<td align="left">Redox cycling</td>
<td align="left">repeated increase and decrease of redox potential, e.g. by alternating water saturation and drying of soil</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Due to their rapid consumption, such low-molecular-weight compounds are only present at very low steady-state concentrations in the soil, although the flux into the cells may be considerable (<xref ref-type="bibr" rid="B150">Schimel and Schaeffer, 2012</xref>). Sorption reactions often take place very quickly and can reduce the availability of substrates for microorganisms, resulting in a competition between uptake with degradation by microorganisms and external reactions. As bioavailability of C substrates and nutrients is often limited in soil, starving microorganisms are eager to take up whatever they are able to access and able to degrade (<xref ref-type="bibr" rid="B150">Schimel and Schaeffer, 2012</xref>; <xref ref-type="bibr" rid="B178">Waring et&#x20;al., 2020</xref>). Described transport mechanisms for the uptake of organic molecules into microbes are (<xref ref-type="bibr" rid="B96">Lengler et al., 1999</xref>; <xref ref-type="bibr" rid="B191">Madigan et al., 2014</xref>): 1) diffusion, or 2) porin-mediated transporter systems, which are typically transmembrane tunnel proteins in the cell membrane that can be associated to electron transfer, acceptor molecules, or a phosphorylation process. The abundance and properties of such porines can be modulated by the microorganisms and depend on environmental and growth conditions as well as exposition to substrates and chemicals (Denyer and Maillard, 2002). In addition, facilitated transport of molecules into degrading microbial cells by unknown mechanisms related to carrier molecules, e.g. by the presence of humic acids or particularly after compost addition, has also been described (Li et&#x20;al., 2021; Adam et&#x20;al.). Even sorbed compounds can be degraded (<xref ref-type="bibr" rid="B50">Feng and Boyd, 2008</xref>) and for Gram-positive bacteria the uptake of N-containing compounds of much higher molecular size, e.g. proteins even from sites of strong sorption, has been observed (<xref ref-type="bibr" rid="B47">Enggrob et&#x20;al., 2020</xref>).</p>
<p>Temperature, water and O<sub>2</sub> contents of a soil are all important regulators of plant primary production, soil microbial activity, and energy use, controlling the input and compound turnover in the soil system. Access to water is vital for bacterial and fungal biodegradation and growth (<xref ref-type="bibr" rid="B129">Moyano et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B141">Rath et&#x20;al., 2017</xref>) and a lack of bio-accessible water leads to limited depolymerization and degradation in general (<xref ref-type="bibr" rid="B119">Masoom et&#x20;al., 2016</xref>). In addition, O<sub>2</sub> limitations may be the least understood regulators of SOM turnover (<xref ref-type="bibr" rid="B78">Keiluweit et&#x20;al., 2017</xref>). This is also valid for microbial growth and necromass stabilization related to redox cycling. The importance of temporary anaerobic conditions for SOM accumulation is underlined by results from wet rice-cropping in paddy soils, which show a profound enrichment of SOM over 2000&#xa0;years (<xref ref-type="bibr" rid="B73">Kalbitz et&#x20;al., 2013</xref>).</p>
<p>Moreover, self-organization and interaction dynamics in decomposer communities are generally assumed in soils and can result in increased biomass amounts as SOM is thought to be utilized by functionally redundant soil-specific microbial communities (<xref ref-type="bibr" rid="B143">Rillig et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B52">Fierer, 2017</xref>). Based on the modelling approach of <xref ref-type="bibr" rid="B2">Allison (2005)</xref>, <xref ref-type="bibr" rid="B71">Kaiser et&#x20;al. (2014)</xref>; <xref ref-type="bibr" rid="B72">Kaiser et&#x20;al. (2015)</xref> showed that SOM development depends not only on the stoichiometric response of microbes to a high C:N ratio substrate but also on the community dynamics. They showed that the activity of microbes producing extracellular enzymes (&#x201c;decomposers&#x201d;) and microbes exploiting the catalytic activities of others (&#x201c;cheaters&#x201d;) lead to the regulation of SOM turnover. The presence of &#x201c;cheaters&#x201d; increased N retention by down-regulation of the ratio of extracellular enzymes to total microbial biomass, resulting in increased bio- and necromass formation. This resulted in increased N-rich necromass accumulation, increased C retention, decreased turnover rates, and an increase in spatial heterogeneity of microorganisms and necromass distribution.</p>
</sec>
<sec id="s2-3">
<title>Thermodynamics</title>
<p>In spite of the importance of energy fluxes through the soil systems, thermodynamics have only partly been considered for soil systems (<xref ref-type="bibr" rid="B22">Bosatta and Agren, 1999</xref>; <xref ref-type="bibr" rid="B108">Lueders et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B64">Harris et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B43">Di Lonardo et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B115">Manzoni et&#x20;al., 2021</xref>), but have been applied predominantly to technological, chemical, and biochemical processes, such as the production of proteins, and in order to determine the energy use, heat production, and nutrient requirements (<xref ref-type="bibr" rid="B180">Westerhoff et&#x20;al., 1982</xref>; <xref ref-type="bibr" rid="B120">McCarty, 2007</xref>; <xref ref-type="bibr" rid="B185">Xiao and VanBriesen, 2008</xref>; <xref ref-type="bibr" rid="B83">Kleerebezem and Van Loosdrecht, 2010</xref>). The determination of thermodynamic state variables has been applied to soil or natural organic matter processes only in a handful of cases (<xref ref-type="bibr" rid="B12">Barros and Feij&#xf3;o, 2003</xref>; <xref ref-type="bibr" rid="B14">Barros et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B65">Herrmann et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B13">Barros et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B23">Boye et&#x20;al., 2018</xref>). <xref ref-type="bibr" rid="B40">Currie (2003)</xref> identified the link between energy and C content in the soil by combining the principle of energy balance with a biogeochemical process model and using calorimetric analysis of different litter materials and soil samples for parameterization of the turnover processes. However, the main obstacle for considering energy fluxes was the difficulty in finding suitable experimental approaches that link energy to matter fluxes in soil systems. For soil they have to be related to complex and diverse energy-consuming processes and including the formation of microbial biomass, necromass, and subsequently SOM (<xref ref-type="bibr" rid="B31">Chakrawal et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B15">Barros, 2021</xref>).</p>
<p>Thermodynamic properties of low-molecular-weight organic compounds have been related to their elemental composition and the nominal oxidation state of C (NOSC) in organic compounds (including SOM) and were suggested as a proxy for the potential release of Gibbs energy during the oxidative degradation of these compounds (<xref ref-type="bibr" rid="B91">LaRowe and van Cappellen, 2011</xref>). The NOSC was then used to explain qualitatively the linkage between organic C transformation, soil microbial communities and land use/management (<xref ref-type="bibr" rid="B78">Keiluweit et&#x20;al., 2017</xref>). However, NOSC was not found to explain the preferential substrate use of various organic compounds in pure culture experiments (<xref ref-type="bibr" rid="B41">Cyle et&#x20;al., 2020</xref>). Emphasizing the thermodynamic potential factors as a driving force for microbial metabolism (<xref ref-type="bibr" rid="B70">Ji and Bethke, 2007</xref>), thermodynamic constraints were shown to lead to a limited degradation of highly reduced compounds (e.g., lipids) under anoxic conditions (<xref ref-type="bibr" rid="B78">Keiluweit et&#x20;al., 2017</xref>), resulting in the relative enrichment of such compounds in anoxic microsites of soil aggregates. Thermodynamic aspects thus play a much more important role in SOM protection and stabilization than was previously assumed.</p>
<p>Quantitative approaches using thermodynamics in the soil are currently limited to defined organic compounds. The potential growth yield of microbes feeding on a certain compound has been modelled in order to predict their turnover to biomass in soils (<xref ref-type="bibr" rid="B26">Brock et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B170">Trapp et&#x20;al., 2018</xref>), including stabilization in SOM. The Microbial Turnover to Biomass (MTB) model is based on the estimation of the energy available for biomass formation (growth) obtained from the catabolic reactions of a substrate. The model calculates the electron transfers that can be exploited by microorganisms from the substrate to the respective electron acceptors for a specific turnover equation (<xref ref-type="bibr" rid="B26">Brock et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B170">Trapp et&#x20;al., 2018</xref>); it predicts the resulting potential microbial yields and enables the formation of biomass and necromass to be related to the CO<sub>2</sub> released, hence it enables a direct link to potential C use in soil. The approach can be applied for many organic compounds in order to predict their potential contribution to microbial biomass formation and ultimately the stabilization of organic compounds in the&#x20;soil.</p>
<p>Considering the thermodynamic issues, we can conclude that energy is needed for SOM formation through microbial growth and the decay cycle in which some energy is retained within the necromass. A comparison of the total Gibbs energy released from an oxidation reaction with the potential energy available for microbial growth provides an estimate of the actual energy retention within microbial biomass and later necromass in a soil in relation to the release as heat and may provide a sound basis for further research approaches for improving SOM contents.</p>
</sec>
</sec>
<sec id="s3">
<title>Microbes Convert Plant Macro-Polymers to Microbial Biomass With Micro-polymers</title>
<sec id="s3-1">
<title>Carbon Use Efficiency (CUE), Stoichiometry, and Energy Storage</title>
<p>There are still huge gaps in our understanding of C conversion and microbial CUE in soils, which is defined as the C stored in soil per substrate consumed (<xref ref-type="bibr" rid="B42">del Giorgio and Cole, 1998</xref>; <xref ref-type="bibr" rid="B127">Mooshammer et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B131">Nunan et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B164">Spohn, 2016</xref>; <xref ref-type="bibr" rid="B165">Spohn et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B114">Manzoni et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B58">Geyer et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B115">Manzoni et&#x20;al., 2021</xref>). CUE will always be lower than 1 and the empirically determined upper limit is 0.6 (Roels, 1980); it is not a constant value and depends on the microbial physiology and the environmental conditions (temperature, water content, electron acceptor availability). CUE was often expected to be constant; however, the related CUE in complex environmental systems must be calculated based upon the sum of all consumed substrates and thus it may be variable (<xref ref-type="bibr" rid="B115">Manzoni et&#x20;al., 2021</xref>). CUE is a key parameter that is closely linked with the biotic energy use principles on all trophic levels and that varies with the input of C and energy of the substrates and the specific environmental conditions. Reports consider various influencing factors such as depolymerization of plant matter, substrate elemental composition (stoichiometry), substrate molecular structure, and nutrient availability (<xref ref-type="bibr" rid="B104">Liu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B165">Spohn et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B168">Takriti et&#x20;al., 2018</xref>). However, microbial necromass as a substrate and nutrient resource also plays a significant role. Due to the variation and environmental conditions of soils, the CUE was observed in the range of 0.3&#x2013;0.55 (<xref ref-type="bibr" rid="B159">Sinsabaugh et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B160">Soares and Rousk, 2019</xref>). Substantial differences in CUE were determined by various methods targeting different aspects of microbial metabolism, e.g. general growth, biomarker formation, energy gain by ATP formation, etc. (<xref ref-type="bibr" rid="B58">Geyer et&#x20;al., 2019</xref>). CUE based on the assimilation of radiolabeled thymine and acetate often provide relatively low values (0.03&#x2013;0.3) (<xref ref-type="bibr" rid="B160">Soares and Rousk, 2019</xref>). These differences complicate comparisons of CUE reported in different studies.</p>
<p>CUE in soils shows an expected high sensitivity and negative correlation to temperature (<xref ref-type="bibr" rid="B117">Manzoni et&#x20;al., 2012</xref>). The response of CUE to short-term changes in temperature and moisture as well as O<sub>2</sub> content was found to depend mainly on microbial growth response and not on respiration responses in various soils and land use types (<xref ref-type="bibr" rid="B188">Zheng et&#x20;al., 2019</xref>). The C:N ratios of plant inputs are negatively correlated to CUE; the highest CUE in terrestrial ecosystems are found with plant input material C:N ratios around 10, which are in the range of microbial biomass C/N (<xref ref-type="bibr" rid="B117">Manzoni et&#x20;al., 2012</xref>). Such materials meet the stoichiometric requirements for microbial biomass production and thus favor microbial growth. CUE declines as resource C:N moves further away from biomass stoichiometry but also depends on the availability of inorganic and organic N (<xref ref-type="bibr" rid="B116">Manzoni et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B115">Manzoni et&#x20;al., 2021</xref>). Under N-limited conditions, CUE is reduced and nitrogen use efficiency (NUE) is maximized, whereas under non-limited conditions NUE decreases (<xref ref-type="bibr" rid="B127">Mooshammer et&#x20;al., 2014</xref>). Conversely, C:N:P stoichiometry regulates SOM mineralization; N and P provision increases biomass formation and lowers CO<sub>2</sub> emission (<xref ref-type="bibr" rid="B179">Wei et&#x20;al., 2020</xref>). In addition, soil warming increases growth, decreases CUE and increases microbial turnover to CO<sub>2</sub>, finally affecting SOM dynamics, see <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> (<xref ref-type="bibr" rid="B98">Li et&#x20;al., 2019b</xref>). With the focus on necromass, high CUE in soils occurred by necromass retention in relation to the substrate consumption for biomass production, and is thus a matter of microbial physiology as well as of matter and energy fluxes. Therefore, we can hypothesize that rapid degradation processes of a pulsed substrate input and the related microbial growth result in peak energy and C fluxes through the soil, whereas slow processes result in much broader flux behavior with higher overall C and energy retention (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). This results in higher cumulative microbial biomass formation as the organisms are able to meet their maintenance requirements over longer periods of time, translating into more necromass and SOM formation.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Energy and C fluxes through SOM triggered by environmental conditions: transitions of &#x201c;peak flow&#x201d; to much broader flux behavior and vice versa; factors causing variation of microbial growth, maintenance and death rates, biomass yield, and finally necromass retention in SOM resulting in variation of CUE and EUE.</p>
</caption>
<graphic xlink:href="fenvs-09-756378-g002.tif"/>
</fig>
<p>In addition to C and energy, microorganisms need other elements, such as H, O, N, etc. at appropriate stoichiometric ratios for homoeostatic growth. The elemental composition of microbial biomass may vary from C<sub>4</sub>H<sub>7</sub>O<sub>1,5</sub>&#xa0;N (<xref ref-type="bibr" rid="B96">Lengler et&#x20;al., 1999</xref>) to C<sub>5</sub>H<sub>7</sub>O<sub>2</sub>N (<xref ref-type="bibr" rid="B34">Christensen and McCarty, 1975</xref>) and C<sub>5</sub>H<sub>8</sub>O<sub>0,8</sub>&#xa0;N (<xref ref-type="bibr" rid="B145">Rittmann and McCarty, 2001</xref>), with C:N ratios of about 4-5 in microbial cultures. In addition, small amounts of P and S as well as trace elements (e.g. Fe, K, Mg, Ca) must be available (<xref ref-type="bibr" rid="B96">Lengler et&#x20;al., 1999</xref>). Soil microbial biomass C:N ratios were reported to be higher, ranging from 4.5 to 12.5, with 7 as a generally accepted average (<xref ref-type="bibr" rid="B186">Xu et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B127">Mooshammer et&#x20;al., 2014</xref>). Soil microorganisms usually grow on plant litter material, which has higher C:N ratios than microbial biomass. The microorganisms have several options to meet their stoichiometric requirements, e.g. they could preferentially degrade nutrient-rich compounds from plant matter, mine SOM for specific elements, or utilize other substrates with the excess C released into the environment. In addition, living microorganisms can also recycle cell internal materials (<xref ref-type="bibr" rid="B165">Spohn et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B29">Capek et&#x20;al., 2021</xref>). The elemental needs are the key element of the theory of ecological stoichiometry and are one of the potential mechanisms for a variation in CUE and priming effects in soils (<xref ref-type="bibr" rid="B131">Nunan et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B165">Spohn et&#x20;al., 2016</xref>). From turnover analyses of organic compounds in the soil we know that multiple C sources are often used by microbes in order to obtain the optimum stoichiometry by &#x201c;mixing&#x201d; substrate molecules (<xref ref-type="bibr" rid="B87">Kovarova and Egli, 1998</xref>; <xref ref-type="bibr" rid="B27">Brock et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B41">Cyle et&#x20;al., 2020</xref>).</p>
<p>CUE in soil cannot be related to the transformation of a single substrate, because soil microbial communities use different C sources at the same time, which is also related to the stoichiometry needs. CUE is thus notoriously difficult to analyze related to both method and system properties (<xref ref-type="bibr" rid="B59">Geyer et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B58">Geyer et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B98">Li et&#x20;al., 2019b</xref>). This, together with the pronounced effect of environmental boundary conditions, results in the observed variability of CUE, reflecting the plasticity of microbes reacting to their overall growth conditions (<xref ref-type="bibr" rid="B6">Anthony et&#x20;al., 2020</xref>). The CUE concept relates C turnover to microbial growth and provides much deeper insight into the relevant processes of C dynamics when considering biomass and the resulting necromass formation as substrate and nutrient resources in soil. However, over the last decade the role of energy fluxes has hardly been given any consideration, with the main focus having been on the turnover of C, N, and P. Combined mass turnover and energy balances enable evaluation of the amount of energy derived from C sources degradation as well as the amount of energy retained in soil by microbial biomass (<xref ref-type="bibr" rid="B12">Barros and Feij&#xf3;o, 2003</xref>; <xref ref-type="bibr" rid="B15">Barros, 2021</xref>).</p>
</sec>
<sec id="s3-2">
<title>Microbial Resource Mining</title>
<p>With every microbial compound oxidation, a part of the energy is dissipated as heat, whereas the remainder may be used for driving microbial anabolism and growth. The additional use of necromass as a source of building blocks for microbial biomass (here defined as amino acids and peptides, amino sugars and peptidoglycan oligomers, fatty acids and lipids, nucleotides and nucleic acids of microbial origin) may improve growth yield, CUE and EUE considerably. For microorganisms, it is economic not to degrade all substrate molecules to central metabolites of the tricarboxylic acid cycle and then synthesize the complex biomolecules from these metabolites (see <xref ref-type="fig" rid="F3">Figure&#x20;3</xref> and also <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). Recycling of building blocks from microbial necromass thus saves considerable energy, which would otherwise be needed to re-synthesize such compounds.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Microbial turnover fed by plant primary production with mining of nutrients in soil: <bold>(A)</bold> full degradation cycle resulting in mineralization with new synthesis of microbial biomass from primary metabolites of the tricarboxylic acid cycle, typically considered in microbiology, <bold>(B)</bold> microbial resource mining (building block mining from microbial necromass with appropriate stoichiometry) in addition to full degradation, which is much more effective, because a lower part of the substrate is mineralized with lower energy demand for anabolism and growth (The viral shunt in soil may provide similar resources during the lytic cycle in bacteria).</p>
</caption>
<graphic xlink:href="fenvs-09-756378-g003.tif"/>
</fig>
<p>Based on these energy considerations, we suggest an extended mining concept of SOM decomposition, which does not only focus on the stoichiometry of elements (<xref ref-type="bibr" rid="B127">Mooshammer et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B187">Zechmeister-Boltenstern et&#x20;al., 2015</xref>) but on mining of biomass building blocks that can be mobilized by living microbes. The use of biomolecules from microbial necromass improves the energy budgets and fluxes of the cells, as they do not need to consume energy for their synthesis. Microbial necromass is a good mining substrate, as the elemental and chemical composition is similar to microbial biomass and the enzymes for the depolymerization and re-polymerization are generally present in the cells. Using building blocks enables better microbial growth and biomass yields. In comparison, plant detritus has a much higher C:N ratio, is more difficult to degrade and requires depolymerization by exoenzymes, whereas plant exudates in the vicinity of roots may also directly provide building blocks.</p>
<p>Accordingly, a direct incorporation of labelled fatty acids from PLFA into Actinobacteria has been observed (<xref ref-type="bibr" rid="B7">Apostel et&#x20;al., 2018</xref>). The observed higher priming effects after the addition of a single amino acid to soils compared to glucose and inorganic N (<xref ref-type="bibr" rid="B118">Mason-Jones et&#x20;al., 2018</xref>) also support the &#x201c;microbial resource mining&#x201d; hypothesis, because amino acids and peptides provided as building blocks stimulate growth and additional mining. Position-specific <sup>13</sup>C label showed a much higher mean residence time of ribose compared to glucose in soils, indicating the reuse or preservation of intact ribose-derived cell components in SOM (<xref ref-type="bibr" rid="B21">Bore et&#x20;al., 2019</xref>). The addition of biomass building blocks (yeast extract) compared to glucose alone actually increased the amount of active enzymes and microbial yield in a forest soil, but did not increase the averaged growth rates or mineralization of the soil (<xref ref-type="bibr" rid="B105">Loeppmann et&#x20;al., 2020</xref>). In addition, fungi were shown to mobilize resources from Gram-negative necromass and distribute it within the microbial food web (<xref ref-type="bibr" rid="B189">Zheng et&#x20;al., 2021</xref>). In a rhizosphere soil an active Saccharibacterium was identified, which lacks genes for nucleotide synthesis (<xref ref-type="bibr" rid="B167">Starr et&#x20;al., 2018</xref>) and thus depends on the uptake of complete nucleotides for DNA and RNA synthesis. Growing evidence shows that N mining can be considered to be directly targeting N-containing building blocks from microbial necromass, since a large part of N in SOM is derived from microbial products (<xref ref-type="bibr" rid="B127">Mooshammer et&#x20;al., 2014</xref>).</p>
<p>However, the stabilization of microbial necromass in soil systems limits the availability for mining and is thus a competing process. Depending on the availability of nutrients, other substrates, and the biochemical effort for mining building blocks, soil microbes optimize their resource utilization in order to achieve maximum growth but with minimum energy loss (<xref ref-type="bibr" rid="B180">Westerhoff et&#x20;al., 1982</xref>; <xref ref-type="bibr" rid="B87">Kovarova and Egli, 1998</xref>; <xref ref-type="bibr" rid="B146">Roller and Schmidt, 2015</xref>). This allows optimum growth and maintenance (&#x3d; trade-off between rate and efficiency) under the given environmental conditions, and suggests that the Maximum Power Principle (<xref ref-type="bibr" rid="B132">Odum and Pinkerton, 1955</xref>) is relevant for the formation of SOM through microbial necromass.</p>
<p>Reports are inconsistent about the role of influencing factors, but the existence of optimized microbial regulation of CUE has been demonstrated along resource stoichiometry gradients (<xref ref-type="bibr" rid="B38">Craine et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B113">Manzoni et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B114">Manzoni et&#x20;al., 2018</xref>). Increased availability of nutrients (either in organic or inorganic form) allows microorganisms to use more C for microbial growth, whereas nutrient deficiency results in less C allocation to growth and more to mineralization. The supplementation of soils with easily degradable organic compounds leads to priming effects resulting in an immediate response of the SOM turnover (<xref ref-type="bibr" rid="B89">Kuzyakov, 2010</xref>). Although the processes underlying priming effects are still elusive, they are presumably linked to microbial resource mining.</p>
</sec>
</sec>
<sec id="s4">
<title>Turnover and Stabilization of Microbial Necromass</title>
<sec id="s4-1">
<title>Turnover of Microbial Biomass</title>
<p>Predation by other organisms (<xref ref-type="bibr" rid="B142">Richter et&#x20;al., 2019</xref>) and in particular phage lysis play important roles in determining microbial survival and death in the soil and in releasing microbial cell material (<xref ref-type="bibr" rid="B88">Kuzyakov and Mason-Jones, 2018</xref>). Viruses are extremely abundant in the soil (up to 10<sup>10</sup> viral particles g<sup>&#x2212;1</sup> soil (<xref ref-type="bibr" rid="B181">Williamson et&#x20;al., 2017</xref>); and thus infection and lysis of the cells are major factors for microbial life and death in soils. After death, microbial cells start to decay and the integrity of the cell membrane is no longer given (<xref ref-type="bibr" rid="B96">Lengler et&#x20;al., 1999</xref>). Microbial necromass can be considered as a continuum from active biomass to necromass in all stages of decay or stabilization (<xref ref-type="bibr" rid="B77">K&#xe4;stner and Miltner, 2018</xref>). Necromass, including cell envelope fragments, is material for degradation reactions in soil, since it is intrinsically biodegradable and will be metabolized according to the same rules and principles as described for organic substrates and plant materials in general. However, due to the much smaller size of microbial biomass materials and cell envelope fragments, the depolymerization and degradation may be facilitated in comparison to plant detritus material. In addition, mining of bioavailable necromass supports the formation of new biomass, which partly ends up as necromass again within the microbial food web of necromass turnover (<xref ref-type="bibr" rid="B107">Lueders et&#x20;al., 2006</xref>), especially in deeper soil layers (<xref ref-type="bibr" rid="B106">Ludwig et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B4">Angst et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B130">Ni et&#x20;al., 2020</xref>). The necromass can be decomposed by enzymes in the soil matrix that are either present as exoenzymes or released by cell autolysis (<xref ref-type="bibr" rid="B125">Miltner et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B150">Schimel and Schaeffer, 2012</xref>). In addition, mechanical disruption of the residual cell envelopes by physical processes, e.g., shrinking and swelling of SOM as well as soil mixing due to bioturbation by macrofauna may also determine the fate (<xref ref-type="bibr" rid="B19">Bohlen et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B16">Basile-Doelsch et&#x20;al., 2020</xref>). The ultimate fate of the necromass then depends on many factors: microbial decay, clay content, Fe or Al oxides, water content and pore system of the soil aggregates (<xref ref-type="bibr" rid="B149">Schimel et&#x20;al., 2007</xref>).</p>
</sec>
<sec id="s4-2">
<title>Stabilization of Necromass</title>
<p>Microbial necromass (including cell envelope fragments) can be stabilized within the soil matrix through its small size, spatial conformation, and by interaction with itself, e.g., by the formation of stacks of cell-wall fragments that may hamper degradation due to limited accessibility of the interior regions (<xref ref-type="bibr" rid="B125">Miltner et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B28">Buckeridge et&#x20;al., 2020</xref>). Necromass may easily be occluded in soil aggregates and therefore not be bioavailable for degradation. Interactions of biomolecules with other organic and mineral matter can occur by ionic or hydrogen bonds or hydrophobic interactions (<xref ref-type="bibr" rid="B53">Galicia-Andres et&#x20;al., 2021</xref>). However, various types of biomolecules are partly stabilized in SOM to different extents: proteins &#x3e; bulk biomass C &#x3e; lipids (e.g. PLFA) (<xref ref-type="bibr" rid="B79">Kindler et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B80">Kindler et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B126">Miltner et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B163">Spence et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B125">Miltner et&#x20;al., 2012</xref>). An overarching stabilization process of SOM and necromass can also be caused by the formation of hydrophobic domains with a decreased chemical activity of water (<xref ref-type="bibr" rid="B119">Masoom et&#x20;al., 2016</xref>) by drying processes, or by loss of pore water connectivity. The authors impressively provided evidence that around 75% of the necromass-derived SOM material is actually not in contact with&#x20;water.</p>
<p>In addition, post mortem modifications of biomass components can be hypothesized, in particular for proteins, peptidoglycans and chitins, which can alter these materials and cause their stabilization, and may mask them for analysis. This could well be one reason why the high contribution of stabilized biomolecules in SOM has been overlooked for decades (<xref ref-type="bibr" rid="B157">Simpson et&#x20;al., 2007</xref>). Necromass&#x2013;necromass interactions through ionic or hydrogen bonds or hydrophobic interactions have recently been demonstrated (<xref ref-type="bibr" rid="B28">Buckeridge et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B53">Galicia-Andres et&#x20;al., 2021</xref>). However, if we consider post-mortem modifications for both plant- and microbe-derived molecules, there must be some molecules resulting from these modifications. These modifications may be derived from bridging by metal cations or hydrogen bonds (<xref ref-type="bibr" rid="B53">Galicia-Andres et&#x20;al., 2021</xref>), multiple cross-linking of proteins, peptidoglycan, lipopolysaccharides and nucleic acids, which can no longer be directly identified as the original molecule classes. For example, amorphous Fe precipitation may coat ribosomes of cellular origin. Such processes may be of high interest and particularly valid for proteins, since some authors found up to 100% of N in SOM may be present in amide bonds (<xref ref-type="bibr" rid="B84">Knicker, 2011</xref>).</p>
<p>The conversion of macroscopic macromolecular plant matter to microbial biomass causes a flux of diverse plant polymers towards small-size microbial polymers of lower diversity. Macromolecular plant matter often comprises homopolymers (e.g., starch, cellulose) as well as heteropolymers (e.g., lignin, lignocelluloses, proteins) with very high molecular weights and a size range of&#x20;&#xb5;m to cm (<xref ref-type="bibr" rid="B24">Bresinski et&#x20;al., 2008</xref>). Through microbial degradation, this material is converted to microbial heteropolymers (proteins, peptidoglycan and chitines) with comparatively low molecular weights and a much smaller size (10&#x2013;100 fold). The conversion of plant polymers to microbial polymers results in the &#x201c;entombing effect&#x201d; (<xref ref-type="bibr" rid="B101">Liang et&#x20;al., 2017</xref>) by increasing small-scale heterogeneity, and is presumably also accompanied by an increase in entropy (<xref ref-type="bibr" rid="B175">von Stockar, 2010</xref>). Soil C stabilization by molecular complexity was recently conceptualized as a driving factor for the persistent behavior of generally easily degradable organic molecules (<xref ref-type="bibr" rid="B92">Lehmann et&#x20;al., 2020</xref>), which causes the spatial separation and temporal variability of SOM. The general conversion from plant litter towards microbial OM increases small-scale molecular complexity and finally decreases the likelihood of the co-location of a substrate molecule next to the decomposer organisms, and thus the turnover rates, resulting in higher turnover&#x20;times.</p>
<p>Experiments on the turnover of common farmyard manure in artificial soils with various mineral composition revealed relatively similar CO<sub>2</sub> emissions in all samples (<xref ref-type="bibr" rid="B137">Pronk et&#x20;al., 2013</xref>). However, the highly different compositions of the developed microbial communities (<xref ref-type="bibr" rid="B9">Babin et&#x20;al., 2013</xref>) indicated that microbial activity and utilization of complex substrates are adapted to reach the optimal CUE and are not primarily related to microbial community compositions. Although minerals and substrates strongly affect the composition of microbial communities, they obviously do not have a pronounced effect on microbial activity and overall biomass formation. The stabilization of the biomass and necromass formed, however, depends on the mineralogy and the redox dynamics of the soil. Minerals, in particular clay minerals, were shown to be the most correlating factors of necromass and SOM storage in various forest soils (<xref ref-type="bibr" rid="B4">Angst et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B5">Angst et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B81">Kleber et&#x20;al., 2021</xref>).</p>
<p>The stabilization of non-living <sup>13</sup>C-labelled microbial biomass by the soil matrix was tested in soils of two contrasting forest ecosystems (temperate forest in California; tropical forest in Puerto Rico (<xref ref-type="bibr" rid="B169">Throckmorton et&#x20;al., 2015</xref>)). That particular study traced microbial biomass from fungi, actinobacteria, as well as Gram-positive and Gram-negative bacteria into soil density fractions. As expected, for both ecosystems the highest amount of soil C was found in the heaviest mineral-associated fraction. After prolonged incubation, the highest percentage of the microbial necromass-derived <sup>13</sup>C was recovered in the mineral-associated fraction, irrespective of the type of microbial cell material. Mineral associations are thus more important for stabilizing microbial necromass in soil than the cellular origin. However, the exact fate of the necromass was under the strong control of site-specific edaphic factors. Fungal hyphae appear to have a relatively fast turnover, with a reported life span of only 7&#x2013;10&#xa0;days (<xref ref-type="bibr" rid="B60">Godbold et&#x20;al., 2006</xref>). This would imply higher turnover times for fungal necromass compared to bacterial necromass, and a potential shift in the fungal/bacterial ratio when going from biomass to necromass (<xref ref-type="bibr" rid="B99">Liang et&#x20;al., 2019</xref>). Other results showed a lower mineralization of ectomycorrhizal fungi (<xref ref-type="bibr" rid="B156">Schweigert et&#x20;al., 2015</xref>).</p>
</sec>
<sec id="s4-3">
<title>Interactions with Minerals</title>
<p>Microbial necromass is stabilized like all other types of organic matter mostly by aggregation and bonding to the mineral matrix of the soil (<xref ref-type="bibr" rid="B36">Cotrufo et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B4">Angst et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B5">Angst et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B81">Kleber et&#x20;al., 2021</xref>). It is generally considered that SOM is dominantly stabilized at the mineral phase as organo-mineral associated organic matter (MOM) (<xref ref-type="bibr" rid="B82">Kleber et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B4">Angst et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B54">Gao et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B63">Haddix et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B5">Angst et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B56">Gerrit et&#x20;al., 2021</xref>). However, mineral association comprises a multitude of interactions dominantly considered as molecular interaction (<xref ref-type="bibr" rid="B81">Kleber et&#x20;al., 2021</xref>). As microbes frequently live attached to particle surfaces, microbial necromass already is in direct contact to minerals when it is formed. In addition, due to the small size, microbial necromass can be associated with small-scale minerals, resulting in a considerable stabilization; however, these associations can also be metabolized by living microbes (<xref ref-type="bibr" rid="B133">Omoike and Chorover, 2006</xref>; <xref ref-type="bibr" rid="B121">Mikutta et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B124">Mikutta et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B169">Throckmorton et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B54">Gao et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B81">Kleber et&#x20;al., 2021</xref>).</p>
<p>The mineral phase controls the long-term (up to millennia) C storage (<xref ref-type="bibr" rid="B121">Mikutta et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B122">Mikutta et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B44">Doetterl et&#x20;al., 2015</xref>) as well as N storage in soil (<xref ref-type="bibr" rid="B69">Jilling et&#x20;al., 2018</xref>). Biogeochemistry studies of MOM across long-term mineralogical soil gradients and chronosequences on the Hawaiian Islands (<xref ref-type="bibr" rid="B122">Mikutta et&#x20;al., 2009</xref>) showed that SOM contents increased significantly with increasing surface area of poorly crystalline Fe and Al minerals. This correlation got lost, however, when formation of secondary minerals commenced. A significant impact of the plant cover of topsoils was detected, whereas mineral composition was more important in deeper layers. Studies in a glacier forefield chronosequence along a 120&#xa0;ky ecosystem gradient (<xref ref-type="bibr" rid="B123">Mikutta et&#x20;al., 2019</xref>) confirmed that MOM was formed through association with minerals of both microbial necromass and modified plant-derived compounds. Litter quality was less important for the development of MOM, and plant-derived C that had not been microbially processed was present in all soil depths.</p>
<p>The association with and occlusion in minerals and aggregates was considered to be the most important stabilization mechanism for microbial necromass in soil (<xref ref-type="bibr" rid="B61">Guggenberger et&#x20;al., 1999</xref>) and Fe and Al oxides play a dominant role in these stabilization processes (<xref ref-type="bibr" rid="B48">Eusterhues et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B110">von L&#xfc;tzow et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B154">Schneider et&#x20;al., 2010</xref>). Association of SOM to minerals is typically considered as interaction of separate molecules with mineral surfaces (<xref ref-type="bibr" rid="B81">Kleber et&#x20;al., 2021</xref>) but often such materials are aggregations of biomolecules or cell envelope fragments of colloidal size in the nm range, which is not yet in the scientific focus. The association of microbial necromass with amorphous minerals or freshly precipitated metal oxides in soils has been demonstrated using various methods, suggesting important relations to the redox cycles of Fe (<xref ref-type="bibr" rid="B106">Ludwig et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B128">Kunhi Mouvenchery et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B183">Woche et&#x20;al., 2017</xref>). The biogenic oxidation of reduced Fe, accompanied by precipitation, may result in incrustation of the cells and necromass materials, thus leading to strong preservation of cell organic matter on timescales up to 100,000&#xa0;years under extreme conditions (<xref ref-type="bibr" rid="B136">Posth et&#x20;al., 2014</xref>) as long as the Fe oxides are not reduced again. Microbially enhanced incrustation of SOM by Fe, Al, Mn, or Si oxides additionally slows down degradation (<xref ref-type="bibr" rid="B76">Kappler et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B136">Posth et&#x20;al., 2014</xref>). Apart from sorption, the specific molecular architecture of the necromass fragments, as well as the self-aggregation of this material and the embedding in EPS of biofilm materials, contribute to physical separation of the materials, making them inaccessible for degrading enzymes. In addition to complexation with other organic compounds, microbial components and necromass are protected through occlusion within aggregates, creating physical barriers against enzymatic attack (<xref ref-type="bibr" rid="B10">Balesdent et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B33">Christensen, 2001</xref>; <xref ref-type="bibr" rid="B140">Rasmussen et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B135">Plaza et&#x20;al., 2013</xref>). In addition, bacteria and necromass were found to be predominantly associated with clay particles forming clay &#x201c;hutches&#x201d; as a kind of shelter (<xref ref-type="bibr" rid="B109">L&#xfc;nsdorf et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B135">Plaza et&#x20;al., 2013</xref>).</p>
<p>Even if sorbed to minerals, microbial necromass is not protected from recycling by other microbes (<xref ref-type="bibr" rid="B39">Creamer et&#x20;al., 2019</xref>), which is an important pathway for microbial resource mining. The authors identified two mechanisms of OM enrichment on two different minerals (feldspar and Al(OH)<sub>3</sub>): the molecular enrichment of non-living OM and the enrichment of living or dead cells on surfaces. They also proved that microbial necromass is strongly sorbed to Al(OH)<sub>3</sub>, making it poorly bioavailable. Feldspar in contrast has a lower accumulation potential for organic compounds in general. However, necromass retention on Al(OH)<sub>3</sub> was decreased in the presence of living bacteria compared to the control. This indicates that living cells attached to the minerals can recycle mineral-sorbed necromass C. Therefore, both mechanisms, stabilization by mineral-sorption as well as destabilization by mobilization, have to be considered. Mobilization of sorbed materials was particularly found for mineral-associated N-containing compounds (<xref ref-type="bibr" rid="B171">Turner et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B39">Creamer et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B47">Enggrob et&#x20;al., 2020</xref>), supporting the microbial resource mining hypothesis.</p>
<p>Redox cycling strongly controls both C and P storage, e.g. in the rhizosphere of paddy soils (<xref ref-type="bibr" rid="B66">Huang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B179">Wei et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B81">Kleber et&#x20;al., 2021</xref>). The majority of stored P and C is associated with freshly deposited ferrihydrite, often formed by Fe-oxidizing bacteria in oxic microhabitats (<xref ref-type="bibr" rid="B76">Kappler et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B136">Posth et&#x20;al., 2014</xref>). The current state of knowledge is that Fe-metabolizing bacteria are intimately linked to the Fe cycle in all environments and provide the key preservation of OM in soils and sediments (<xref ref-type="bibr" rid="B136">Posth et&#x20;al., 2014</xref>). In addition, physical protection in concretions and aggregates is also correlated to changes in the moisture regime (<xref ref-type="bibr" rid="B30">Cates et&#x20;al., 2019</xref>). Conversely, the release of C and P depends on Fe-reducing bacteria utilizing electron donors from root exudates as C and the energy source in anoxic habitats (<xref ref-type="bibr" rid="B76">Kappler et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B1">Achtenhagen, 2015</xref>). The dynamics of both processes depend on drying and rewetting cycles; there is also a strong link to N cycling. Excess of ammonium in the rhizosphere was shown to result in significant Fe-reduction-related ammonia oxidation (Feammox) accompanied by the release of soluble Fe<sup>2&#x2b;</sup> (<xref ref-type="bibr" rid="B97">Li et&#x20;al., 2019a</xref>).</p>
<p>After exposure to redox fluctuations mimicking wet rice production with and without addition of rice straw, SOM and microbial community structures have been traced in soils with different mineralogy (<xref ref-type="bibr" rid="B182">Winkler et&#x20;al., 2019</xref>). In comparison to continuously oxic conditions, lower overall mineralization was shown for the samples from redox cycling with a tendency to store more C from straw addition. Under cycling, more straw-derived C was allocated to C-retaining MOM, irrespective of the soil type (<xref ref-type="bibr" rid="B182">Winkler et&#x20;al., 2019</xref>). Dissolution and precipitation of Fe oxides is essential for MOM formation and thus SOM protection, as more MOM was retained in soil with higher amounts of redox reactive minerals and cycling. This, however, requires a sufficient input of fresh OM as electron donor and C-source in order to induce sufficient microbial activity to induce Fe oxide dissolution (<xref ref-type="bibr" rid="B136">Posth et&#x20;al., 2014</xref>). Similar effects of dissolution of amorphous Al(OH)<sub>3</sub> with subsequent co-precipitation with OM due to shifts in pH can also protect OM from decomposition (<xref ref-type="bibr" rid="B124">Mikutta et&#x20;al., 2011</xref>), although the role of microbial activities for this process are not clear yet. Overall, mineralogy had no or only little effect on the turnover of straw-derived C. However, the capacity of the redox-active minerals is responsible for whether newly formed MOM replaces older MOM or is retained in addition to older MOM sorbed by the minerals (<xref ref-type="bibr" rid="B182">Winkler et&#x20;al., 2019</xref>). We can hypothesize that these processes will apply in a similar way to necromass.</p>
<p>Redox cycling and the related dissolution and precipitation of Fe oxides are thus important key factors for SOM, in particular for necromass stabilization with continuous seasonal or annual cycling. In the wet period of wet-dry cycles, the redox potential of soil can drop dramatically, with SOM released from Fe oxides upon microbial reductive dissolution. With recurring oxidative conditions, fresh Fe oxides are formed that have low crystallinity and small particle sizes in the nm range. Furthermore, they cover existing surfaces, and thus offer large surface areas for sorption, protecting SOM and causing encrustation of larger biomaterials. Co-precipitation of oxidized Fe with necromass fragments (cell envelopes) was shown to result in strong stabilization through spatial protection (<xref ref-type="bibr" rid="B1">Achtenhagen, 2015</xref>). Such dynamics provide a close link between SOM stabilization and release of C, P and organic N, including microbial biomass building blocks.</p>
</sec>
</sec>
<sec id="s5">
<title>Conclusion and Research Needs</title>
<p>Overall, we can conclude that the processes of the microbial growth and decay cycle combined with the matrix stabilization are the mechanistic principles of the MCP concept (<xref ref-type="bibr" rid="B101">Liang et&#x20;al., 2017</xref>). It is based on the following interwoven factors: microbial growth and decay cycle, post mortem modifications of the biomolecules combined with matrix and mineral associated stabilization of these compounds as well as increasing molecular complexity (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>). They are consistent with the observed similarity in the chemical composition of SOM in various soil ecosystems.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Intriguing conceptual models need to be filled with real process understanding: the microbial growth and decay cycle (macro-polymer conversion to micro-polymers) combined with matrix stabilization of necromass are the driving forces of the microbial C pump (MCP).</p>
</caption>
<graphic xlink:href="fenvs-09-756378-g004.tif"/>
</fig>
<p>There appears to be a discrepancy between the low amounts of living biomass and the relatively high amounts of residues of dead cells, showing not only a high formation and turnover of microbial biomass but also effective and preferential stabilization of microbial residues. The CUE concept relates C turnover to microbial growth and provides much deeper insight into the relevant processes of C dynamics when considering biomass and the resulting necromass formation as substrate and nutrient resource in soil. Combined mass turnover and energy balances enable evaluation of the amount of energy derived from C sources degradation as well as the amount of energy retained in soil microbial biomass (<xref ref-type="bibr" rid="B12">Barros and Feij&#xf3;o, 2003</xref>; <xref ref-type="bibr" rid="B15">Barros, 2021</xref>). Energy is needed for microbial biomass and necromass formation, but it is also stored in the soil by necromass retention. A comparison of the total Gibbs energy released from an oxidation reaction with the potential energy available for microbial growth provides an estimate of the actual energy retention within microbial biomass in a soil in relation to the release as heat, and may provide a sound basis for further research approaches for improving SOM contents.</p>
<p>A missing contact to water, the complexity of biomolecule aggregations and cell envelope fragments, the increased small-scale molecular complexity of SOM after turnover of plant materials (<xref ref-type="bibr" rid="B92">Lehmann et&#x20;al., 2020</xref>) as well as post-mortem modifications of microbial biomass, including mineral incrustation of biomaterials, can explain not only the discrepancy between the amounts of necromass and living biomass in soil but also why the highly contributive necromass may have been overlooked for decades. In addition, researchers should take into account that organo-mineral associations are often not only single-molecule interactions, but also interactions of biomolecule aggregations, which additionally interact with themselves. Therefore, future research should focus on assessing the impacts of each of these processes to the storage and stabilization of necromass C in SOM. Moreover, it should always be kept in mind that C turnover in soil is a matter not only of C stocks but also of fluxes (<xref ref-type="bibr" rid="B67">Janzen, 2015</xref>; <xref ref-type="bibr" rid="B178">Waring et&#x20;al., 2020</xref>), which link aboveground to belowground ecosystems by organic-matter-based energy fluxes through soils from plants via microbes and their necromass to&#x20;CO<sub>2</sub>.</p>
<p>The following questions still remain unanswered: what predominantly determines SOM and necromass stabilization processes in soils: the matter and energy fluxes, the water contents, the microbial communities with their biochemical traits, the mineral matrix, or their redox dynamics combined with the microbial growth and decay cycles including molecular complexity? The energy and matter fluxes feeding microbial communities in soils are currently the research focus of a joint research initiative launched by the German Research Foundation (DFG; SPP2322, <ext-link ext-link-type="uri" xlink:href="https://www.www.soilsystems.uni-trier.de/">https://www.www.SoilSystems.uni-trier.de</ext-link>).</p>
<p>Understanding and, in particular, controlling these processes will be imperative for a sustainable knowledge-based management of SOM. Necromass stabilization can explain why SOM content is higher in arable soils fertilized with organic material compared to mineral fertilizers. The addition of farmyard manure obviously helps to increase active and fertile SOM because manure is comprised of almost pure necromass from the cattle gut digestion processes (<xref ref-type="bibr" rid="B32">Chen et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B103">Liu et&#x20;al., 2020</xref>). Necromass-based SOM formation also explains why perennial plants, in particular grasses with their dense root systems, improve microbial necromass and SOM contents by feeding microbes with their exudates (<xref ref-type="bibr" rid="B51">Fester et&#x20;al., 2014</xref>). The conversion of grasslands and forests to arable land will release part of the stored C by mineralization (<xref ref-type="bibr" rid="B62">Guo and Gifford, 2002</xref>). Conversely, more plants and biodiversity are needed in order to produce more microbial biomass and ultimately SOM in soils (<xref ref-type="bibr" rid="B174">van der Heijden et&#x20;al., 2008</xref>).</p>
<p>Therefore, the management of SOM in soil ecosystems and arable land equates to the management of energy, C and N fluxes. Maintaining biodiversity, fertility and many soil functions will depend on active microorganisms, and thus on the decomposition of SOM and the energy use derived from this turnover. The management of C and energy fluxes should therefore become a strategy as opposed to simply increasing C stocks, and the management of agroecosystems should thus also focus on optimizing CUE with the aim of increasing SOM content in soils (<xref ref-type="bibr" rid="B75">Kallenbach et&#x20;al., 2019</xref>).</p>
<p>The addition of clay minerals e.g. to sandy soils will contribute to higher C sequestration (<xref ref-type="bibr" rid="B35">Churchman et&#x20;al., 2020</xref>). As was found for wet rice cropping, redox cycling may be included in a clever strategy increasing the turnover of the microbial growth and decay cycle, and the addition of clay minerals may boost storage capacities in the soil (<xref ref-type="bibr" rid="B73">Kalbitz et&#x20;al., 2013</xref>). Such treatment and supplementation concepts may be applied in order to increase SOM contents in general and to mitigate excess CO<sub>2</sub> in the atmosphere. Research on channeling of C and energy through plant residues and the microbial growth and decay cycle as dominating driver provides the unique opportunity to gain a biota-controlled mechanistic understanding of SOM formation and turnover.</p>
<p>A great deal of research has investigated microbial activity and community structures, with very little research focusing on microbial necromass stabilization and its implications. The extension of an established model (MIMICS-CN) considers not only litter quality but also more detailed microbial processes of N mobilization from necromass and SOM, including the spilling of excess C or N (<xref ref-type="bibr" rid="B90">Kyker-Snowman et&#x20;al., 2020</xref>). It shows prognostic value but is still not able to represent the dynamics of CUE and NUE based on climate factors, e.g., temperature and moisture, which are the controlling determinants of microbial activity and growth. The inclusion of microbial interactions in SOM models can explain persistence as a feedback of substrate availability, mineral protection, and microbial population size (<xref ref-type="bibr" rid="B184">Woolf and Lehmann, 2019</xref>) and was able to reproduce the C dynamics of 22&#x20;long-term agricultural experiments without the need for assuming an inherently stable C pool in SOM. However, the high amounts of necromass in SOM are currently not really considered as a resource of substrates and building blocks, although recent model developments (<xref ref-type="bibr" rid="B115">Manzoni et&#x20;al., 2021</xref>) do at least consider recycling of C and N within the microbial food&#x20;web.</p>
<p>For a thorough understanding and predictive modelling of SOM formation and turnover processes, the energy fluxes and the microbial growth and decay cycle need to be applied in modelling soil C storage processes. Models reflecting the microbial growth, decay, and necromass contribution to SOM as well as redox cycling may show promise for improving our knowledge and ability to predict effects of global changes on SOM in soils and may finally enable us to assess the determinants of the C storage capacities of different&#x20;soils.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author Contributions</title>
<p>MK: corresponding author, writing and conceptualisation of the manuscript AM: writing and conceptualization of the manuscript STB: writing of the manuscript CL: writing of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>We acknowledge financial support from the Helmholtz-Centre for Environmental Research UFZ, from the University of Trier, the German Research Foundation (SPP2322), and the National Natural Science Foundation of China (No. 31930070) as well as the Humboldt Fellowship to CL by the Alexander von Humboldt Foundation of Germany.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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