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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2017.00071</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Global Change and the Soil Microbiome: A Human-Health Perspective</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ochoa-Hueso</surname> <given-names>Ra&#x000FA;l</given-names></name>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/102371/overview"/>
</contrib>
</contrib-group>
<aff><institution>Department of Ecology, Autonomous University of Madrid</institution> <country>Madrid, Spain</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Mark A. Elgar, University of Melbourne, Australia</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Nathaniel Newlands, Agriculture and Agri-Food Canada, Government of Canada, Canada; Carlos M. Duarte, King Abdullah University of Science and Technology, Saudi Arabia</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Ra&#x000FA;l Ochoa-Hueso <email>rochoahueso&#x00040;gmail.com</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Interdisciplinary Climate Studies, a section of the journal Frontiers in Ecology and Evolution</p></fn></author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>07</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>5</volume>
<elocation-id>71</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>07</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>06</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Ochoa-Hueso.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Ochoa-Hueso</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) or licensor 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 terms.</p></license>
</permissions>
<abstract><p>The importance of the gut and the soil microbiomes as determinants of human and ecosystem health, respectively, is gaining rapid acceptation in the medical and ecological literatures. This suggests that there is a wealth of highly transferable knowledge about the microbial ecology of human and non-human ecosystems that is currently being generated in parallel, but mostly in isolation from one another. I suggest that effectively sharing this knowledge could greatly help at more efficiently understanding and restoring human health and the functioning of ecosystems, which are currently under wide-spread pressure. I illustrate this by comparing the effects of nitrogen deposition on ecosystem carbon sequestration with unhealthy dietary habits and human disease. The deposition of N, a key nutrient for plant growth, may increase carbon sequestration (equivalent to obesity) through several mechanisms, including a reduction in the ability of soil microbes to process organic matter, which some argue could help mitigate climate change. However, this usually results in a degradation of ecosystem health and, thus, cannot represent a real solution. Similarly, human obesity is linked to an alteration of the composition and functioning of microbial communities inhabiting the gut, which is often attributed to unhealthy dietary habits, including ingesting high amounts of simple sugars and processed foods. Finally, I advocate for the explicit recognition of the many commonalities between the functioning of the gut and ecosystems and a broader multidisciplinary collaboration among experts in ecology and human health, including the engineering of soil microbial communities designed <italic>ad-hoc</italic> to restore ecosystem health.</p></abstract>
<kwd-group>
<kwd>carbon sequestration</kwd>
<kwd>climate change mitigation</kwd>
<kwd>ecosystem health</kwd>
<kwd>human health</kwd>
<kwd>microbiome</kwd>
<kwd>nitrogen deposition</kwd>
<kwd>probiotics</kwd>
<kwd>synbiotics</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="6"/>
<word-count count="4063"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Nitrogen deposition and carbon sequestration in a changing climate</title>
<p>It has been widely proposed that atmospheric nitrogen (N) deposition could help mitigate climate change by increasing the rates of carbon (C) sequestration in terrestrial ecosystems (Knorr et al., <xref ref-type="bibr" rid="B23">2005</xref>; Reich et al., <xref ref-type="bibr" rid="B33">2006</xref>; Yue et al., <xref ref-type="bibr" rid="B49">2016</xref>). Two commonly observed responses are typically proposed as mechanisms: first, a greater amount of N usually implies a higher capacity for plant growth, which would result in a greater amount of C retained within the system (Magnani et al., <xref ref-type="bibr" rid="B28">2007</xref>; de Vries et al., <xref ref-type="bibr" rid="B14">2009</xref>; Laubhann et al., <xref ref-type="bibr" rid="B24">2009</xref>). Of course, for this to be true, it is necessary that the increase in the rates of C uptake and accumulation exceed the C emission rates, whatever the main route by which the latter happens, including plant and/or microbial respiration and changes in fire dynamics due to an excess of biomass accumulation (Dezi et al., <xref ref-type="bibr" rid="B15">2010</xref>; Fenn et al., <xref ref-type="bibr" rid="B16">2010</xref>). The second main mechanism is linked to a reduction in decomposition rates, particularly of recalcitrant organic matter, which would, therefore, accumulate within the system (Knorr et al., <xref ref-type="bibr" rid="B23">2005</xref>; Waldrop and Zak, <xref ref-type="bibr" rid="B43">2006</xref>). Otherwise, this accumulated C may be lost to the atmosphere in the form of CO<sub>2</sub> after being respired by soil microorganisms (Janssens et al., <xref ref-type="bibr" rid="B20">2010</xref>). Of course, the relative importance of these mechanisms depend on how plant communities and soil microorganisms respond, directly and indirectly, to the additional inputs of N which, in any case, usually ends up resulting in a disruption of the interaction between these two key components of the ecosystem (Liu et al., <xref ref-type="bibr" rid="B27">2014</xref>).</p>
</sec>
<sec id="s2">
<title>The need for a new perspective</title>
<p>In this article, I will adopt a human health perspective, hardly used in the discipline of global change ecology, to substantiate why atmospheric N deposition cannot represent a positive (i.e., healthy) alternative to mitigate climate change. In the medical literature, it is now widely recognized that human beings are like ecosystems (in fact, some consider us as living ecosystems) in which the eukaryotic cells that form part of our bodies and the prokaryotic cells that live in and on us are deeply interconnected, whereas the enormous importance of our microbiome to human health is also increasingly gaining acceptation (Bengmark, <xref ref-type="bibr" rid="B2">1998</xref>; Berendsen et al., <xref ref-type="bibr" rid="B3">2012</xref>; Ha et al., <xref ref-type="bibr" rid="B19">2014</xref>; Alivisatos et al., <xref ref-type="bibr" rid="B1">2015</xref>; Tilg and Adolph, <xref ref-type="bibr" rid="B39">2015</xref>; Blaser, <xref ref-type="bibr" rid="B5">2016</xref>; Blaser et al., <xref ref-type="bibr" rid="B6">2016</xref>). The fact that many modern diseases, including conditions of the nervous and circulatory systems, skin and heart and allergies (including atopic dermatitis and food allergies), are directly caused by alterations in the microbial communities that live in our interior and exterior is also gaining rapid acceptation (Ha et al., <xref ref-type="bibr" rid="B19">2014</xref>; Tilg and Adolph, <xref ref-type="bibr" rid="B39">2015</xref>; Chang et al., <xref ref-type="bibr" rid="B10">2016</xref>; Tang and Lodge, <xref ref-type="bibr" rid="B36">2016</xref>). In this sense, the word ecosystem is widely used in the current literature of integrative medicine and gastroenterology. However, the opposite does not frequently happen in ecology [i.e., (cautiously) comparing ecosystems with the human body], despite the wealth of knowledge in the medical and human health literature that we, as ecologists, could apply in, for example, issues related to understanding the functioning (i.e., metabolism) of ecosystems and plant-soil-microbe interactions subjected to human pressure (Berendsen et al., <xref ref-type="bibr" rid="B3">2012</xref>; Blaser et al., <xref ref-type="bibr" rid="B6">2016</xref>; Table <xref ref-type="table" rid="T1">1</xref>; Figure <xref ref-type="fig" rid="F1">1</xref>). Therefore, I will finally defend the need to approach problems in ecology from a more multidisciplinary, fresher perspective.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Characteristics associated with healthy and unhealthy guts and ecosystems.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Characteristics associated with a healthy gut</bold></th>
<th valign="top" align="left"><bold>Impacts associated with an unhealthy diet</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
<th valign="top" align="left"><bold>Characteristics of healthy soils and ecosystems</bold></th>
<th valign="top" align="left"><bold>Impacts associated with nitrogen deposition</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Higher bacterial diversity and abundance that are able to metabolize more food sources and provide essential molecules such as vitamins, hormones, etc.</td>
<td valign="top" align="left">Functionally and compositionally impoverished gut communities</td>
<td valign="top" align="left">Thomas et al., <xref ref-type="bibr" rid="B37">2014</xref></td>
<td valign="top" align="left">Higher microbial diversity and abundance</td>
<td valign="top" align="left">Functionally and compositionally impoverished soil communities</td>
<td valign="top" align="left">Leff et al., <xref ref-type="bibr" rid="B26">2015</xref>; Berg et al., <xref ref-type="bibr" rid="B4">2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">Protection against disease through the stimulation of the immune system. More longevous individuals</td>
<td valign="top" align="left">Disease (obesity, diabetes, depression, inflammation etc.). People die younger</td>
<td valign="top" align="left">Berendsen et al., <xref ref-type="bibr" rid="B3">2012</xref>; Ha et al., <xref ref-type="bibr" rid="B19">2014</xref>; Thomas et al., <xref ref-type="bibr" rid="B37">2014</xref>; Alivisatos et al., <xref ref-type="bibr" rid="B1">2015</xref>; Tilg and Adolph, <xref ref-type="bibr" rid="B39">2015</xref>; Xu et al., <xref ref-type="bibr" rid="B48">2015</xref>; Blaser, <xref ref-type="bibr" rid="B5">2016</xref></td>
<td valign="top" align="left">Higher stability and resistance to disturbance</td>
<td valign="top" align="left">Die-back due to long-term N toxicity, altered fire regimes, pest outbreaks, less tolerance to frost, heat waves, etc.</td>
<td valign="top" align="left">Bobbink et al., <xref ref-type="bibr" rid="B7">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Lean phenotype</td>
<td valign="top" align="left">Obese phenotype</td>
<td valign="top" align="left">Joyce and Gahan, <xref ref-type="bibr" rid="B22">2014</xref></td>
<td valign="top" align="left">Rapid processing, transformation and stabilization of litter inputs in the long-term soil pool</td>
<td valign="top" align="left">Accumulation of intact and partially decomposed leaf litter (i.e., carbon accumulation)</td>
<td valign="top" align="left">Knorr et al., <xref ref-type="bibr" rid="B23">2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">High-energy feeling</td>
<td valign="top" align="left">Low-energy feeling</td>
<td valign="top" align="left">Umu et al., <xref ref-type="bibr" rid="B42">2013</xref></td>
<td valign="top" align="left">Higher ecosystem functionality and supply of key services such as air and water purification, food resources for pollinators, protections against extreme events such as floods, heat waves, etc.</td>
<td valign="top" align="left">Lower functionality and reduced supply of key services</td>
<td valign="top" align="left">Costanza et al., <xref ref-type="bibr" rid="B12">1997</xref>; Jones et al., <xref ref-type="bibr" rid="B21">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">Well-trained immune system. No medication required. This is also associated with a smaller social cost</td>
<td valign="top" align="left">Weak immune system. Medication is very often required to treat diverse conditions. Development of drug-resistant strains. Higher social cost</td>
<td valign="top" align="left">Round and Mazmanian, <xref ref-type="bibr" rid="B34">2009</xref>; Blaser, <xref ref-type="bibr" rid="B5">2016</xref></td>
<td valign="top" align="left">High ability to self-regenerate. No or very little management required. No extra cost involved</td>
<td valign="top" align="left">Management required, including applying herbicides, weeding, etc. High monetary cost</td>
<td valign="top" align="left">Costanza et al., <xref ref-type="bibr" rid="B12">1997</xref>; Chiquoine et al., <xref ref-type="bibr" rid="B11">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Higher Bacteroidetes to Firmicutes ratio</td>
<td valign="top" align="left">Lower Bacteroidetes to Firmicutes ratio</td>
<td valign="top" align="left">Mathur and Barlow, <xref ref-type="bibr" rid="B29">2015</xref></td>
<td valign="top" align="left">Higher fungal to bacterial biomass and activity ratio. Higher abundance and diversity of mutualistic mycorrhizal strains</td>
<td valign="top" align="left">Lower fungal to bacterial ratio. Less mutualistic mycorrhizal strains</td>
<td valign="top" align="left">Frey et al., <xref ref-type="bibr" rid="B17">2004</xref>; Treseder, <xref ref-type="bibr" rid="B40">2004</xref>; Waldrop et al., <xref ref-type="bibr" rid="B44">2004</xref>; de Vries et al., <xref ref-type="bibr" rid="B13">2006</xref>; Wallenstein et al., <xref ref-type="bibr" rid="B45">2006</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Comparison between a healthy and an unhealthy gut (left-hand side panel) and a healthy and an unhealthy ecosystem (right-hand side panel). In the case of the human individual, his/her gut microbiota is less diverse (&#x0201C;red&#x0201D; microbes are completely absent), less abundant and contains more pathogenic taxa (&#x0201C;yellow&#x0201D; microbes). The individual with the healthy gut has a more functional and more abundant microbiota that provides him/her with essential nutrients, hormones, amino acids, etc. and stimulates his/her immune system. A healthy gut is also less prone to become infected by pathogens and can process toxic compounds (i.e., detoxify) more easily. The disturbed (i.e., unhealthy) ecosystem shown here has recently been affected by a devastating fire fuelled by the accumulation of N-loving exotic grasses that have altered the natural fire dynamics of the system. Facilitated by the altered fire dynamics, the system has also become chronically dominated by weedy grasses, therefore requiring intensive (and costly) management practices (dead tree removal, weeding and restoration), also posing a threat to nearby human populations and their properties. Biodiversity (in terms of microbial, faunal and plant communities) is remarkably higher in the healthy ecosystem, which also has a higher potential to process organic matter inputs and stabilize them in the long-term soil pool. In contrast, undecomposed or partially decomposed litter accumulates on the functionally impoverished soil of the unhealthy ecosystem. This pattern is in agreement with reported observations of higher soil carbon sequestration under increased nitrogen deposition scenarios due to the inhibition of soil enzymes and the reduction of microbial biomass but poses relevant questions such as: Is this type of N deposition-induced carbon sequestration desirable? And, does it really represent a long-term (or even short-term) solution?</p></caption>
<graphic xlink:href="fevo-05-00071-g0001.tif"/>
</fig>
</sec>
<sec id="s3">
<title>Why nitrogen deposition cannot be the solution to climate change</title>
<p>The reason why I think that a temporary, N deposition-induced increase in the rate of C sequestration will not contribute to mitigating climate change in the long term is equivalent to the reason of those that argue that an increase in obesity rates in human populations derived from a diet rich in simple sugars and processed food and the consequent alteration of their microbiome will not successfully and permanently solve any public health problem of today&#x00027;s societies. Ingesting large amounts of simple sugars, processed foods, sugary drinks and saturated fats is definitely better than starving, but that does not mean that it is a healthy practice. And the same happens with N deposition and C sequestration. In ecosystems where N is still a limiting nutrient, which is quite common worldwide (LeBauer and Treseder, <xref ref-type="bibr" rid="B25">2008</xref>), an increase in the availability of N can increase ecosystem productivity to levels comparable to human obesity (Tian et al., <xref ref-type="bibr" rid="B38">2016</xref>), but that does not mean that the ecosystem is healthier and, therefore, that this will result in a long-term benefit (Bobbink et al., <xref ref-type="bibr" rid="B7">2010</xref>; Jones et al., <xref ref-type="bibr" rid="B21">2014</xref>). In this sense, a healthy ecosystem may be defined here as a highly multifunctional ecosystem that can maintain an adequate supply of services, at least as compared to a previously defined reference state.</p>
<p>In medicine, the term dysbiosis refers to changes in the composition of the microbiome that are not beneficial to the individuals, including a loss of abundance and diversity of beneficial microorganisms and increased number of pathogens, and that result in the development of a condition (Ha et al., <xref ref-type="bibr" rid="B19">2014</xref>; Tilg and Adolph, <xref ref-type="bibr" rid="B39">2015</xref>). This term could also be used to describe ecosystems that are dysfunctional due to alterations of their microbial communities. In this sense, it has been repeatedly shown through experimental studies and meta-analyses that increased N deposition is typically associated with changes in soil microbial communities (usually related to a decrease in abundance and biodiversity; Treseder, <xref ref-type="bibr" rid="B40">2004</xref>, <xref ref-type="bibr" rid="B41">2008</xref>; Ramirez et al., <xref ref-type="bibr" rid="B32">2010</xref>; Zeng et al., <xref ref-type="bibr" rid="B50">2015</xref>), reduced ecosystem functionality (alterations of energy metabolism; Waldrop and Zak, <xref ref-type="bibr" rid="B43">2006</xref>; Treseder, <xref ref-type="bibr" rid="B41">2008</xref>; Liu et al., <xref ref-type="bibr" rid="B27">2014</xref>) and short- to mid-term increases in C sequestration, especially in aboveground biomass, but also in the soil and roots (comparable to obesity, as previously mentioned; Xia and Wan, <xref ref-type="bibr" rid="B47">2008</xref>; Yue et al., <xref ref-type="bibr" rid="B49">2016</xref>). Given that metabolic disorders and obesity in humans are clearly associated with a deterioration in the health status of individuals that may even result in cases of fatality due to chronic diseases, sudden death or, quite commonly in the natural world, to increased sensitivity to other environmental stresses (Mathur and Barlow, <xref ref-type="bibr" rid="B29">2015</xref>; Monteiro et al., <xref ref-type="bibr" rid="B30">2015</xref>), I think that we would do well to be cautious when we consider, perhaps naively, the potential benefits of a N that, after all, is the result of the atmospheric pollution derived from our activities (Gruber and Galloway, <xref ref-type="bibr" rid="B18">2008</xref>).</p>
</sec>
<sec id="s4">
<title>The &#x0201C;deceptively simple&#x0201D; solution</title>
<p>The connections between human health, disease, and the microbiome, especially in the case of the gut, are becoming increasingly apparent and are attracting the public attention, especially because of the high social cost of unhealthy dietary habits and lifestyles and the &#x0201C;deceptively simple&#x0201D; solution of the problem (Mathur and Barlow, <xref ref-type="bibr" rid="B29">2015</xref>; Tilg and Adolph, <xref ref-type="bibr" rid="B39">2015</xref>; Blaser, <xref ref-type="bibr" rid="B5">2016</xref>). In the case of both people and ecosystems, (i) ensuring a healthy supply of nutrients derived from the breakdown and cycling of unprocessed food/organic matter, (ii) minimizing the use of antibiotics (particularly those associated with the livestock industry in the case of ecosystems; Park and Choi, <xref ref-type="bibr" rid="B31">2008</xref>) and chemicals (including herbicides and pesticides in the case of ecosystems) that destroy the microbiome, unless this is strictly necessary, and (iii) promoting practices that favor the system&#x00027;s ability to self-regenerate, something that living systems do wonderfully well, and that increase its resilience against pathogens and extreme events could be part of the solution, if not all, of the problem.</p>
<p>Of course, there are opportunities to aid in the recovery of our damaged and degraded ecosystems as well as there are possibilities to recover the lost or damaged intestinal flora (Brudnak, <xref ref-type="bibr" rid="B9">2002</xref>; Sheth et al., <xref ref-type="bibr" rid="B35">2016</xref>). This can be achieved by the use of properly designed probiotics or fecal transplants or, in the case of ecosystems, inocula assembled in the lab from pure cultures or soil samples obtained in the field from healthy ecosystems (Bowker, <xref ref-type="bibr" rid="B8">2007</xref>; Chiquoine et al., <xref ref-type="bibr" rid="B11">2016</xref>; Wubs et al., <xref ref-type="bibr" rid="B46">2016</xref>) in conjunction with a balanced nutrient supply (i.e., organic matter inputs, the equivalent to prebiotics; Mathur and Barlow, <xref ref-type="bibr" rid="B29">2015</xref>; Sheth et al., <xref ref-type="bibr" rid="B35">2016</xref>). In this sense, the concept of synbiotics (i.e., synchronous administration of probiotics and prebiotics) could represent a particularly promising benchmark borrowed from the human health literature to successfully restore degraded ecosystems (Tang and Lodge, <xref ref-type="bibr" rid="B36">2016</xref>) and, thus, the human probiotics industry has an opportunity to play a key role in this development.</p>
</sec>
<sec id="s5">
<title>Concluding remarks</title>
<p>Recognizing and understanding the similarities and deep connections between the gut and the belowground world, where roots are the equivalent to our gut and the rhizosphere is the gut microflora (Berendsen et al., <xref ref-type="bibr" rid="B3">2012</xref>) can help us advance the understanding of ecosystems by leaps and bounds through the search of similar microbial indicators of disease (e.g., Bacteroidetes to Firmicutes ratio in humans; Mathur and Barlow, <xref ref-type="bibr" rid="B29">2015</xref>) and, therefore, to implement quick and successful measures in ecosystem management rather than relying, perhaps naively, on that the very same thing that caused climate change (i.e., pollutant emissions to the atmosphere) will also be part of the solution. From here, I advocate for the development of a new field of research that specifically aims at recognizing and make practical use of the profound links between the functioning of the gut and the ecosystems that extend beyond our bodies and that benefits from a truly multidisciplinary collaboration among experts in the areas of global change ecology and human health.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>The author confirms being the sole contributor of this work and approved it for publication.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The author declares 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>
</body>
<back>
<ack><p>I am indebted to Dr. Lilia Serrano for her tirelessly encouragement to write this opinion article.</p>
</ack>
<ref-list>
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