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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2022.843490</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title><italic>Peltigera frigida</italic> Lichens and Their Substrates Reduce the Influence of Forest Cover Change on Phosphate Solubilizing Bacteria</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Muster</surname>
<given-names>Cecilia</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1666807/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Leiva</surname>
<given-names>Diego</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1671141/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Morales</surname>
<given-names>Camila</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Grafe</surname>
<given-names>Martin</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Schloter</surname>
<given-names>Michael</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/21245/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Car&#x00FA;</surname>
<given-names>Margarita</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Orlando</surname>
<given-names>Julieta</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/41048/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Laboratory of Microbial Ecology, Facultad de Ciencias, Universidad de Chile</institution>, <addr-line>Santiago</addr-line>, <country>Chile</country></aff>
<aff id="aff2"><sup>2</sup><institution>Institute of Biology, University of Graz</institution>, <addr-line>Graz</addr-line>, <country>Austria</country></aff>
<aff id="aff3"><sup>3</sup><institution>Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum M&#x00FC;nchen</institution>, <addr-line>Neuherberg</addr-line>, <country>Germany</country></aff>
<aff id="aff4"><sup>4</sup><institution>Millennium Institute Biodiversity of Antarctic and Subantarctic Ecosystems (BASE)</institution>, <addr-line>Santiago</addr-line>, <country>Chile</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Veronica Molina, Universidad de Playa Ancha, Chile</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Lucia Muggia, University of Trieste, Italy; Alexandra Stoll, Universidad Cat&#x00F3;lica del Norte, Chile</p></fn>
<corresp id="c001">&#x002A;Correspondence: Julieta Orlando, <email>jorlando@uchile.cl</email></corresp>
<fn id="fn0003" fn-type="other"><p>This article was submitted to Systems Microbiology, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>843490</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>05</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Muster, Leiva, Morales, Grafe, Schloter, Car&#x00FA; and Orlando.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Muster, Leiva, Morales, Grafe, Schloter, Car&#x00FA; and Orlando</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 terms.</p>
</license>
</permissions>
<abstract>
<p>Phosphorus (P) is one of the most critical macronutrients in forest ecosystems. More than 70&#x2009;years ago, some Chilean Patagonian temperate forests suffered wildfires and the subsequent afforestation with foreign tree species such as pines. Since soil P turnover is interlinked with the tree cover, this could influence soil P content and bioavailability. Next to soil microorganisms, which are key players in P transformation processes, a vital component of Patagonian temperate forest are lichens, which represent microbial hotspots for bacterial diversity. In the present study, we explored the impact of forest cover on the abundance of phosphate solubilizing bacteria (PSB) from three microenvironments of the forest floor: <italic>Peltigera frigida</italic> lichen thallus, their underlying substrates, and the forest soil without lichen cover. We expected that the abundance of PSB in the forest soil would be strongly affected by the tree cover composition since the aboveground vegetation influences the edaphic properties; but, as <italic>P. frigida</italic> has a specific bacterial community, lichens would mitigate this impact. Our study includes five sites representing a gradient in tree cover types, from a mature forest dominated by the native species <italic>Nothofagus pumilio</italic>, to native second-growth forests with a gradual increase in the presence of <italic>Pinus contorta</italic> in the last sites. In each site, we measured edaphic parameters, P fractions, and the bacterial potential to solubilize phosphate by quantifying five specific marker genes by qPCR. The results show higher soluble P, labile mineral P, and organic matter in the soils of the sites with a higher abundance of <italic>P. contorta</italic>, while most of the molecular markers were less abundant in the soils of these sites. Contrarily, the abundance of the molecular markers in lichens and substrates was less affected by the tree cover type. Therefore, the bacterial potential to solubilize phosphate is more affected by the edaphic factors and tree cover type in soils than in substrates and thalli of <italic>P. frigida</italic> lichens. Altogether, these results indicate that the microenvironments of lichens and their substrates could act as an environmental buffer reducing the influence of forest cover composition on bacteria involved in P turnover.</p>
</abstract>
<kwd-group>
<kwd>Chilean Patagonia</kwd>
<kwd>lichen microbiome</kwd>
<kwd><italic>Nothofagus</italic> forests</kwd>
<kwd>phosphorus cycling</kwd>
<kwd><italic>Peltigera</italic></kwd>
</kwd-group>
<contract-num rid="cn1">1181510</contract-num>
<contract-num rid="cn2">ICN2021_002</contract-num>
<contract-sponsor id="cn1">National Fund for Scientific and Technological Development<named-content content-type="fundref-id">10.13039/501100002850</named-content>
</contract-sponsor>
<contract-sponsor id="cn2">Millennium Science Initiative Program</contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="98"/>
<page-count count="12"/>
<word-count count="10248"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Lichens are important components of the cryptogamic biota in forest ecosystems and represent interesting ecological niches for microorganisms. Beyond the classical definition of lichens, which includes a mutualistic symbiotic association between a fungus (mycobiont) and one or more photosynthetic microorganisms (photobiont/s; <xref ref-type="bibr" rid="ref64">Nash, 2008</xref>), these organisms also harbor an associated microbiome (<xref ref-type="bibr" rid="ref20">Cernava et al., 2015</xref>; <xref ref-type="bibr" rid="ref52">Leiva et al., 2016</xref>, <xref ref-type="bibr" rid="ref53">2021</xref>; <xref ref-type="bibr" rid="ref5">Aschenbrenner et al., 2017</xref>; <xref ref-type="bibr" rid="ref40">Hawksworth and Grube, 2020</xref>). In recent years, lichen-associated bacteria have been described as forming a highly structured biofilm covering the lichen thallus (<xref ref-type="bibr" rid="ref38">Grube and Berg, 2009</xref>; <xref ref-type="bibr" rid="ref10">Bates et al., 2011</xref>; <xref ref-type="bibr" rid="ref44">Hodkinson et al., 2012</xref>), which can play an essential role in lichens by facilitating, for example, the supply of crucial nutrients and therefore making their survival and growth possible in nutrient-poor substrates (<xref ref-type="bibr" rid="ref37">Grimm et al., 2021</xref>). Besides, these bacterial communities associated with lichens could play an essential role in forest nutrition because of their potential to express enzymes driving carbon turnover, including cellulase, xylanase, and amylase, as well as their ability to fix nitrogen and solubilize phosphate (<xref ref-type="bibr" rid="ref35">Gonz&#x00E1;lez et al., 2005</xref>; <xref ref-type="bibr" rid="ref55">Liba et al., 2006</xref>; <xref ref-type="bibr" rid="ref75">Selbmann et al., 2010</xref>; <xref ref-type="bibr" rid="ref19">Cardinale et al., 2012</xref>; <xref ref-type="bibr" rid="ref78">Sigurbj&#x00F6;rnsd&#x00F3;ttir et al., 2016</xref>; <xref ref-type="bibr" rid="ref2">Almendras et al., 2018a</xref>,<xref ref-type="bibr" rid="ref3">b</xref>). These bacterial communities associated with the lichen thallus are more than only an extension of those found in the substrate where the lichens grow, but an additional component of the traditional symbiosis, mainly due to the dissimilarity in abundance and the presence of specific bacterial groups throughout different lichens (<xref ref-type="bibr" rid="ref10">Bates et al., 2011</xref>; <xref ref-type="bibr" rid="ref19">Cardinale et al., 2012</xref>; <xref ref-type="bibr" rid="ref67">Printzen et al., 2012</xref>; <xref ref-type="bibr" rid="ref52">Leiva et al., 2016</xref>, <xref ref-type="bibr" rid="ref53">2021</xref>).</p>
<p>Phosphorus (P) is one of the most critical macronutrients in all ecosystems, and consequently, P availability in soils also affects the growth and performance of lichens. Microorganisms, including bacteria, play an important role by making P bioavailable (<xref ref-type="bibr" rid="ref72">Richardson et al., 2001</xref>; <xref ref-type="bibr" rid="ref74">Sashidhar and Podile, 2010</xref>; <xref ref-type="bibr" rid="ref22">Chhabra et al., 2013</xref>; <xref ref-type="bibr" rid="ref76">Sharma et al., 2013</xref>; <xref ref-type="bibr" rid="ref93">Zhao et al., 2014</xref>). The way used by microorganisms to increase P bioavailability depends on phosphate bindings with organic and mineral molecules. The solubilization of organic phosphate involves several key enzymes, including alkaline and acid phosphatases, phytases, and phosphonatases (<xref ref-type="bibr" rid="ref73">Rodr&#x00ED;guez et al., 2006</xref>; <xref ref-type="bibr" rid="ref76">Sharma et al., 2013</xref>). Mineral phosphate solubilization depends on the production of organic acids, which is essential for the dissolution of many poorly soluble mineral phosphates. The most studied organic acid is gluconic acid, produced by the membrane-bound glucose dehydrogenase, which catalyzes the direct oxidation of glucose (<xref ref-type="bibr" rid="ref34">Goldstein, 1995</xref>). In forests, litterfall is the primary route of nutrient returns to the soil, releasing nutrients by decomposition (<xref ref-type="bibr" rid="ref66">Osman, 2013</xref>). However, different plant species differ in the amount and quality of organic matter they add to the soil (<xref ref-type="bibr" rid="ref45">Hooper et al., 2000</xref>; <xref ref-type="bibr" rid="ref29">Fin&#x00E9;r et al., 2007</xref>; <xref ref-type="bibr" rid="ref81">&#x0160;najdr et al., 2013</xref>). Therefore, tree species may differently influence soil chemical properties, such as the pH or the relative content and chemical form of macronutrients (<xref ref-type="bibr" rid="ref13">Binkley and Valentine, 1991</xref>; <xref ref-type="bibr" rid="ref7">Augusto et al., 2000</xref>; <xref ref-type="bibr" rid="ref30">Frouz et al., 2009</xref>; <xref ref-type="bibr" rid="ref47">Iovieno et al., 2010</xref>). For example, P fluxes in coniferous and deciduous forests differ, with the concentration of P in the forest floor under coniferous trees being about three times higher than in deciduous forests, probably because the P content of coniferous foliage is larger than in deciduous one (<xref ref-type="bibr" rid="ref82">Sohrt et al., 2017</xref>).</p>
<p><italic>Peltigera frigida</italic> is one of the most conspicuous lichens in forests of the Coyhaique National Reserve in Ays&#x00E9;n Region (<xref ref-type="bibr" rid="ref52">Leiva et al., 2016</xref>), but its abundance is low in other parts of Southern Chile (<xref ref-type="bibr" rid="ref70">Ram&#x00ED;rez-Fern&#x00E1;ndez et al., 2013</xref>; <xref ref-type="bibr" rid="ref95">Z&#x00FA;&#x00F1;iga et al., 2015</xref>). It has been proposed that its adaptation could be partly due to the peculiarities of its microbiome (<xref ref-type="bibr" rid="ref53">Leiva et al., 2021</xref>), as it could be related to soil properties due to vegetation composition and historic events suffered by the study site (<xref ref-type="bibr" rid="ref27">Fajardo and Gundale, 2015</xref>). In particular, the main events affecting the study site were wildfires and subsequent reforestation with pines, which are reported as crucial drivers of phosphorus availability (<xref ref-type="bibr" rid="ref23">Dickie et al., 2014</xref>; <xref ref-type="bibr" rid="ref16">Butler et al., 2018</xref>).</p>
<p>Based on this information, we asked if the microenvironments associated with the terricolous cyanolichen <italic>P. frigida</italic> (thallus and substrate) reduce the influence of the tree cover type on the diversity of phosphate solubilizing bacteria (PSB). This question is driven by previous studies showing that <italic>P. frigida</italic> thalli and substrates constitute different microenvironments that select specific bacterial communities (<xref ref-type="bibr" rid="ref52">Leiva et al., 2016</xref>, <xref ref-type="bibr" rid="ref53">2021</xref>), which could reduce the impact that the tree cover type exerts on the diversity of PBS in soils without lichen influence. In order to answer this question, we investigated the diversity of PSB along a gradient including sampling sites from mature native forest to second-growth forests afforested with exotic pines in the Coyhaique National Reserve (Ays&#x00E9;n Region, Chile), considering three microenvironments related to the forest floor: (i) <italic>P. frigida</italic> thalli, (ii) their associated substrate (i.e., the soil beneath each thallus), and (iii) forest soil without lichen influence.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="sec3">
<title>Selection and Characterization of Sampling Sites</title>
<p>The Coyhaique National Reserve (45&#x00B0;31&#x2032;42.96&#x201D;S, 72&#x00B0;1&#x2032;51.95&#x201D;W) is located in the Ays&#x00E9;n Region of Southern Chile. In this reserve, deciduous forests with a predominance of <italic>Nothofagus pumilio</italic> constitute the typical vegetation. The native mature forests were affected by several wildfires in the region between 1930 and 1950 (<xref ref-type="bibr" rid="ref68">Quintanilla P&#x00E9;rez, 2007</xref>; <xref ref-type="bibr" rid="ref27">Fajardo and Gundale, 2015</xref>), after which natural regeneration resulted in native second-growth forests. Also, to protect the soil from erosion, plantations of various kinds of pines (mainly <italic>Pinus contorta</italic>) were part of afforestation programs organized by local authorities. However, the study area is not currently exposed to regular management practices since it is a protected area, and then the current forest community is the result of long-standing colonization.</p>
<p>Five ~200&#x2009;m transects away ~300&#x2009;m from each other (S1 to S5) were selected along a gradient in the forest cover composition present in the reserve trails (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>).</p>
<p>Forest cover at each site was estimated using the middle of the intercept point (<xref ref-type="bibr" rid="ref001">Goodall, 1952</xref>) and the point-centered quarter (<xref ref-type="bibr" rid="ref62">Mitchell, 2010</xref>) methods. The first one was used to calculate the relative coverage (<italic>RC</italic>) of each species in 2&#x2009;m height, according to the formula <inline-formula><mml:math id="M1"><mml:mrow><mml:mi>R</mml:mi><mml:msub><mml:mi>C</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi>T</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:math></inline-formula>, where <italic>n</italic><sub>i</sub> is the frequency of the species <italic>i</italic> and <italic>N<sub>T</sub></italic> is the number of sampling points per site (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). The second method was used to calculate various indices from the field-collected data for each site (<xref ref-type="supplementary-material" rid="SM1">Supplementary Tables S2</xref>&#x2013;<xref ref-type="supplementary-material" rid="SM1">S6</xref>). In this method, a reference point was selected every 20&#x2009;m and divided into four quadrants. The closest tree was described at each of these quadrants by three parameters: species, distance to the reference point (<italic>d<sub>i</sub></italic>), and circumference at breast height (<italic>CBH</italic>). Then, three basic values were calculated: the radius of the tree trunk (<italic>r</italic>), according to the formula <inline-formula><mml:math id="M2"><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi>C</mml:mi><mml:mi>B</mml:mi><mml:msub><mml:mi>H</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:mo>&#x00B7;</mml:mo><mml:mi>&#x03C0;</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:math></inline-formula>; the basal area covered by each tree with the formula <inline-formula><mml:math id="M3"><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi>&#x03C0;</mml:mi><mml:mo>&#x00B7;</mml:mo><mml:msub><mml:mi>r</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:msup><mml:mrow></mml:mrow><mml:mn>2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>; and the total density (<italic>TD</italic>) of each species following <inline-formula><mml:math id="M4"><mml:mrow><mml:mi>T</mml:mi><mml:msub><mml:mi>D</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:msup><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mfrac bevelled="true"><mml:mrow><mml:msub><mml:mi>d</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mi>Q</mml:mi></mml:mfrac></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mn>2</mml:mn></mml:msup></mml:mrow></mml:mfrac></mml:mrow></mml:math></inline-formula>, where <italic>Q</italic> is the total number of sampled trees. After this, the relative density (<italic>RD</italic>) of each species was calculated with the formula <inline-formula><mml:math id="M5"><mml:mrow><mml:mi>R</mml:mi><mml:msub><mml:mi>D</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mi>Q</mml:mi></mml:mfrac></mml:mrow></mml:math></inline-formula>, where <italic>n<sub>i</sub></italic> corresponds to the total number of trees of each species. The absolute density (<italic>D</italic>) was calculated dividing the relative density by the total density according to <inline-formula><mml:math id="M6"><mml:mrow><mml:msub><mml:mi>D</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi>R</mml:mi><mml:msub><mml:mi>D</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:mi>T</mml:mi><mml:msub><mml:mi>D</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:math></inline-formula>. Additionally, five other indices were calculated by the point-centered quarter method (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S7</xref>). The frequency (<italic>F</italic>) was calculated according to the formula <inline-formula><mml:math id="M7"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>j</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mi>k</mml:mi></mml:mfrac></mml:mrow></mml:math></inline-formula>, where <italic>j<sub>i</sub></italic> is the total number of points of each species, and <italic>k</italic> is the number of sampled points. Then, the relative frequency (<italic>RF</italic>) was calculated by dividing the <italic>F</italic> value of each species by the sum for all three species, according to <inline-formula><mml:math id="M8"><mml:mrow><mml:mi>R</mml:mi><mml:msub><mml:mi>F</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:mo>&#x2211;</mml:mo><mml:mi>F</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:math></inline-formula>. The coverage (<italic>C</italic>) of each species was calculated with the formula <inline-formula><mml:math id="M9"><mml:mrow><mml:msub><mml:mi>C</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>&#x00B7;</mml:mo><mml:msub><mml:mi>D</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:math></inline-formula>, and the relative coverage (<italic>RC</italic>) by <inline-formula><mml:math id="M10"><mml:mrow><mml:mi>R</mml:mi><mml:msub><mml:mi>C</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>C</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:mo>&#x2211;</mml:mo><mml:mi>C</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:math></inline-formula>. Finally, the importance value (<italic>IV</italic>) was calculated according to the formula <inline-formula><mml:math id="M11"><mml:mrow><mml:mi>I</mml:mi><mml:msub><mml:mi>V</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi>R</mml:mi><mml:msub><mml:mi>F</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>+</mml:mo><mml:mi>R</mml:mi><mml:msub><mml:mi>C</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>+</mml:mo><mml:mi>R</mml:mi><mml:msub><mml:mi>D</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, where the relative density (<italic>RD</italic>) of each species was calculated with the formula <inline-formula><mml:math id="M12"><mml:mrow><mml:mi>R</mml:mi><mml:msub><mml:mi>D</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mi>Q</mml:mi></mml:mfrac></mml:mrow></mml:math></inline-formula>, where n<sub>i</sub> corresponds to the total number of trees of each species and <italic>Q</italic> is the total number of sampled trees. The importance value was relativized as Relative Importance (proportion of the total importance value) as it is easier to compare.</p>
</sec>
<sec id="sec4">
<title>Samples Collection</title>
<p>From the transect defined at each study site, five <italic>Peltigera frigida</italic> thalli and their associated substrates (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S8</xref>), alongside five soil samples from the surroundings (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S9</xref>), were collected. The lichen-associated samples were collected at least 1&#x2009;m from the next closest to minimize the resampling of the same genetic individual. Besides, the soil samples were collected at least 1&#x2009;m away from any lichen. The samples were placed in paper bags and transported in cooled containers. In the laboratory, the thalli were separated from the attached substrate with sterile brush and spatula. Thallus samples were stored in paper bags at room temperature, while the substrate and soil samples were sieved and stored in plastic tubes at &#x2212;20&#x00B0;C.</p>
</sec>
<sec id="sec5">
<title>Physicochemical Parameters</title>
<p>From each soil sample, physicochemical parameters were determined as follows: pH was measured by potentiometry using a 1:2 ratio in 1&#x2009;M KCl. Moisture content (MC; <xref ref-type="bibr" rid="ref85">Steubing et al., 2002</xref>) and total organic matter (TOM; <xref ref-type="bibr" rid="ref004">Sadzawka et al., 2006</xref>) were calculated gravimetrically before and after desiccation and calcination, respectively. Nitrate (N-NO<sub>3</sub><sup>&#x2212;</sup>), ammonium (N-NH<sub>4</sub><sup>+</sup>), and phosphorus (P Bray) concentrations were measured spectrophotometrically from 1:10 soil extracts in deionized water, 1&#x2009;M KCl, and Bray 1 extract, respectively (<xref ref-type="bibr" rid="ref15">Bray and Kurtz, 1945</xref>; <xref ref-type="bibr" rid="ref85">Steubing et al., 2002</xref>). Phosphorus sequential fractionation was determined by following Hedley&#x2019;s protocol (<xref ref-type="bibr" rid="ref41">Hedley et al., 1982</xref>) with the modification of <xref ref-type="bibr" rid="ref24">do Nascimento et al. (2015)</xref>. The soil was sequentially extracted with distilled water, 0.5&#x2009;M NaHCO<sub>3</sub> (pH 8), 0.1&#x2009;M NaOH, and mineral phosphorus (Pm) was calorimetrically quantified (<xref ref-type="bibr" rid="ref63">Murphy and Riley, 1962</xref>). Subsequently, all samples were digested with H<sub>2</sub>SO<sub>4</sub> and K<sub>2</sub>S<sub>2</sub>O<sub>8</sub> to determine organic phosphorus (Po) as the difference between total and mineral phosphorus (Po&#x2009;=&#x2009;Pt-Pm).</p>
</sec>
<sec id="sec6">
<title>DNA Extraction</title>
<p>DNA was extracted from thallus, substrate, and soil samples using the DNeasy PowerSoil Kit (Qiagen), with 0.25&#x2009;g per soil and substrate samples, as suggested by the manufacturer, and 0.15&#x2009;g per thallus sample according to pre-experiments performed (data not shown). Modifications compared to the standard protocol included an overnight incubation at 4&#x00B0;C after adding the precipitation solution C2 (step 8) and an increase in time from 30&#x2009;s to 1&#x2009;min for the centrifugation steps after bead beating (step 6), ethanol washing (step 16), and elution (step 21).</p>
</sec>
<sec id="sec7">
<title>Identification of the Lichen Symbionts</title>
<p>From the DNA of lichen thalli, mycobionts were identified by analyzing the fungal 28S rDNA region amplified with primers LIC24R (<xref ref-type="bibr" rid="ref60">Miadlikowska and Lutzoni, 2000</xref>) and LR7 (<xref ref-type="bibr" rid="ref88">Vilgalys and Hester, 1990</xref>), and the ITS region amplified with primers ITS1F (<xref ref-type="bibr" rid="ref32">Gardes and Bruns, 1993</xref>) and ITS4 (<xref ref-type="bibr" rid="ref89">White et al., 1990</xref>). In addition, photobionts were identified using the cyanobacterial 16S rDNA region with the primers PCR1 and PCR18 (<xref ref-type="bibr" rid="ref92">Wilmotte et al., 1993</xref>). All amplicons were sequenced with the forward primers using the Genetic Analyzer 3730XL (Applied Biosystems) using a sequencing service (Macrogen, Seoul, Korea).</p>
<p>Mycobiont identity was confirmed by a <italic>de novo</italic> phylogenetic analysis of the 28S and ITS sequences, carried out on the T-BAS web platform using the <italic>Peltigera</italic> reference tree (<xref ref-type="bibr" rid="ref18">Carbone et al., 2019</xref>). In the case of the cyanobionts, the evolutionary history was inferred using the Neighbor-Joining method. For this, evolutionary distances were calculated using Kimura&#x2019;s 2-parameter method, as suggested by MEGA7 (<xref ref-type="bibr" rid="ref48">Kumar et al., 2016</xref>). The analysis involved 55 nucleotide sequences, including those from this work and reference sequences obtained from both cyanolichens and free-living cyanobacteria. All positions containing deletions were removed. Evolutionary analyses were performed in the software MEGA7 (<xref ref-type="bibr" rid="ref48">Kumar et al., 2016</xref>). Finally, the phylogenetic tree was edited in iTOL (<xref ref-type="bibr" rid="ref54">Letunic and Bork, 2019</xref>).</p>
</sec>
<sec id="sec8">
<title>Quantification of Genes Related to Phosphate Solubilization</title>
<p>Using the DNA obtained from the thallus, substrate, and soil samples, quantification of the bacterial markers for phosphate solubilization, including the quinoprotein glucose dehydrogenase gene (<italic>gcd</italic>), alkaline phosphatase gene (<italic>phoD</italic>), acid phosphatase gene (<italic>phoN</italic>), phytase gene (<italic>appA</italic>), and phosphonoacetaldehyde hydrolase gene (<italic>phnX</italic>), was performed using quantitative PCR (qPCR) on an ABI 7300 Real-time PCR System (<xref ref-type="bibr" rid="ref49">Kurth et al., 2020</xref>) and specific primers for each gene (<xref ref-type="bibr" rid="ref11">Bergkemper et al., 2016a</xref>). These primers were reported as specific for bacteria, except <italic>phoD</italic>, which amplified genes related to some fungi but not <italic>Peltigera</italic> (<xref ref-type="bibr" rid="ref11">Bergkemper et al., 2016a</xref>). Therefore, hereinafter we refer to phosphate solubilizing bacteria (PSB), although we cannot discard the presence of fungal genes related to P turnover. In addition, the 16S rRNA gene was also quantified as a marker for bacterial abundance (<xref ref-type="bibr" rid="ref49">Kurth et al., 2020</xref>).</p>
<p>After each qPCR run, a melting curve analysis was performed to verify the amplicon specificity. The quantification of the target gene was conducted by using serial dilutions of plasmid-encoding the target genes (10<sup>7</sup> to 10<sup>1</sup> gene copies &#x03BC;l<sup>&#x2212;1</sup>). Details on the used standards were published previously (<xref ref-type="bibr" rid="ref12">Bergkemper et al., 2016b</xref>). All samples were diluted 1:4 to avoid inhibition during amplification caused by co-extracted humic substances based on a previous dilution test (data not shown). The efficiency of the qPCR was calculated as Efficiency (%)&#x2009;=&#x2009;[10(&#x2212;1/slope)&#x2009;&#x2212;&#x2009;1]. Values were always above 85%, while the R<sup>2</sup> of the standard curve was above 0.99.</p>
</sec>
<sec id="sec9">
<title>Data Analysis</title>
<p>The abundance data of phosphate solubilization genes were log10 transformed and subjected to the Shapiro&#x2013;Wilk test. The abundance of genes and physicochemical parameters were compared using one-way ANOVA and Tukey&#x2019;s multiple comparison test. Non-metric multidimensional scaling (NMDS) analysis and pairwise Adonis test were performed based on Bray-Curtis distance, while redundancy analysis (RDA) was based on Euclidean distance and a stepwise selection of environmental variables using the ordiR2step function. All statistical tests and graphics were performed in R Studio (R version 3.5.3) using the vegan (<xref ref-type="bibr" rid="ref65">Oksanen et al., 2017</xref>) and ggplot (<xref ref-type="bibr" rid="ref91">Wickham, 2016</xref>) packages.</p>
</sec>
</sec>
<sec id="sec10" sec-type="results">
<title>Results</title>
<sec id="sec11">
<title>Characterization of the Study Sites</title>
<p>For this study, we selected five sampling sites representing different tree cover types. The first transect is located in a native <italic>N. pumilio</italic> mature forest (S1); the second one is spanning the transition between the native mature forest and a native second-growth forest (S2); the third one is located in the second-growth forest (S3); the fourth one is in the transition between the native second-growth forest and a second-growth forest of <italic>N. pumilio</italic> with the presence of pine specimens (S4); and finally, the last transect is the native second-growth forest with the presence of pine specimens (S5).</p>
<p>The first method used to estimate the forest cover, the middle of the intercept point method, calculates the relative coverage of the canopy of a tree species at a certain height (in this case, 2&#x2009;m). The sum of this variable can reach values greater than 1 since the canopies of the trees overlap. According to this method, <italic>N. pumilio</italic> had the highest relative tree canopy coverage in all five sites. The sites S2 and S3, with second-growth forests, showed a less relative coverage of the tree canopy of <italic>N. dombeyi</italic>. Finally, the presence of <italic>P. contorta</italic> displaced the relative coverage of <italic>N. dombeyi</italic> in sites S4 and S5 (<xref rid="tab1" ref-type="table">Table 1</xref>). The second method, the point-centered quarter method, calculates relative importance as the sum of the relative density, relative frequency, and relative volume for each species, being a way of measuring tree dominance. According to this method, <italic>N. pumilio</italic> is the most dominant tree species in all the forest sites, but it decreases in S4 with a concomitant increase of <italic>N. dombeyi</italic>, while <italic>P. contorta</italic> increased its dominance from S4 to S5 (<xref rid="tab1" ref-type="table">Table 1</xref>). In summary, from S1 to S5, there is a decrease in the coverage of <italic>N. pumilio</italic> and an increase in that of <italic>P. contorta</italic>. <italic>N. dombeyi</italic> was also present but with no apparent coverage gradient among the sites (<xref rid="tab1" ref-type="table">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption><p>Forest cover of the arboreal species present in the different sites (<italic>Nothofagus pumilio</italic>, <italic>Nothofagus dombeyi,</italic> and <italic>Pinus contorta</italic>).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th/>
<th align="center" valign="top">S1</th>
<th align="center" valign="top">S2</th>
<th align="center" valign="top">S3</th>
<th align="center" valign="top">S4</th>
<th align="center" valign="top">S5</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="." rowspan="3">Relative Coverage</td>
<td align="char" valign="top" char="&#x00B1;"><italic>N. pumilio</italic></td>
<td align="char" valign="top" char="&#x00B1;">0.90</td>
<td align="char" valign="top" char="&#x00B1;">0.94</td>
<td align="char" valign="top" char="&#x00B1;">0.88</td>
<td align="char" valign="top" char="&#x00B1;">0.82</td>
<td align="char" valign="top" char="&#x00B1;">1.00</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>N. dombeyi</italic></td>
<td align="char" valign="top" char="&#x00B1;">0.75</td>
<td align="char" valign="top" char="&#x00B1;">0.63</td>
<td align="char" valign="top" char="&#x00B1;">0.69</td>
<td align="char" valign="top" char="&#x00B1;">0.65</td>
<td align="char" valign="top" char="&#x00B1;">0.18</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>P. contorta</italic></td>
<td align="char" valign="top" char="&#x00B1;">0.00</td>
<td align="char" valign="top" char="&#x00B1;">0.00</td>
<td align="char" valign="top" char="&#x00B1;">0.00</td>
<td align="char" valign="top" char="&#x00B1;">0.24</td>
<td align="char" valign="top" char="&#x00B1;">0.41</td>
</tr>
<tr>
<td align="char" valign="top" char="." rowspan="3">Relative Importance</td>
<td align="char" valign="top" char="&#x00B1;"><italic>N. pumilio</italic></td>
<td align="char" valign="top" char="&#x00B1;">0.80</td>
<td align="char" valign="top" char="&#x00B1;">0.77</td>
<td align="char" valign="top" char="&#x00B1;">0.81</td>
<td align="char" valign="top" char="&#x00B1;">0.58</td>
<td align="char" valign="top" char="&#x00B1;">0.72</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>N. dombeyi</italic></td>
<td align="char" valign="top" char="&#x00B1;">0.20</td>
<td align="char" valign="top" char="&#x00B1;">0.23</td>
<td align="char" valign="top" char="&#x00B1;">0.19</td>
<td align="char" valign="top" char="&#x00B1;">0.30</td>
<td align="char" valign="top" char="&#x00B1;">0.09</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>P. contorta</italic></td>
<td align="char" valign="top" char="&#x00B1;">0.00</td>
<td align="char" valign="top" char="&#x00B1;">0.00</td>
<td align="char" valign="top" char="&#x00B1;">0.00</td>
<td align="char" valign="top" char="&#x00B1;">0.12</td>
<td align="char" valign="top" char="&#x00B1;">0.19</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The mean values of two metrics per site are included: relative coverage and relative importance of tree canopies.</p>
</table-wrap-foot>
</table-wrap>
<p>The physicochemical characteristics of the soils of the five sites are summarized in <xref rid="tab2" ref-type="table">Table 2</xref>. Total organic matter, P Bray, soluble Pm (Pm-H<sub>2</sub>O), labile Pm (Pm-HCO<sub>3</sub><sup>&#x2212;</sup>), and labile Po (Po-HCO<sub>3</sub><sup>&#x2212;</sup>) were significantly higher in S5 than in S1. Notably, soluble Pm was about 15-fold higher, while P-Bray was 3-fold higher in S1 than S5. Conversely, moisture content and N-NO<sub>3</sub><sup>&#x2212;</sup> tend to significantly decrease from S1 to S5. Finally, pH was higher in S2 and S4 than in S3 and S5, while N-NH<sub>4</sub> and Po-NaOH were similar in all sites.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption><p>Physicochemical parameters of the soil samples from the different sites.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2">Moisture Content (%)</th>
<th align="center" valign="middle" colspan="4">S1</th>
<th align="center" valign="middle" colspan="4">S2</th>
<th align="center" valign="middle" colspan="4">S3</th>
<th align="center" valign="middle" colspan="4">S4</th>
<th align="center" valign="middle" colspan="4">S5</th>
</tr>
<tr>
<th align="char" valign="middle" char=".">57.7</th>
<th align="center" valign="middle">&#x00B1;</th>
<th align="char" valign="middle" char=".">31.2</th>
<th align="center" valign="middle">b</th>
<th align="char" valign="middle" char=".">44.3</th>
<th align="center" valign="middle">&#x00B1;</th>
<th align="char" valign="middle" char=".">25.3</th>
<th align="center" valign="middle">ab</th>
<th align="char" valign="middle" char=".">42.7</th>
<th align="center" valign="middle">&#x00B1;</th>
<th align="char" valign="middle" char=".">1.3</th>
<th align="center" valign="middle">ab</th>
<th align="char" valign="middle" char=".">16.7</th>
<th align="center" valign="middle">&#x00B1;</th>
<th align="char" valign="middle" char=".">0.9</th>
<th align="center" valign="middle">a</th>
<th align="char" valign="middle" char=".">23.0</th>
<th align="center" valign="middle">&#x00B1;</th>
<th align="char" valign="middle" char=".">0.3</th>
<th align="center" valign="middle">a</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char=".">Total organic matter (%)</td>
<td align="char" valign="top" char="&#x00B1;">25.9</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">4.6</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">21.6</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">2.5</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">44.6</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">10.5</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">28.9</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">10.2</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">52.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">23.9</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
</tr>
<tr>
<td align="char" valign="top" char=".">pH (H<sub>2</sub>O)</td>
<td align="char" valign="top" char="&#x00B1;">5.4</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">0.05</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">5.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">0.1</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
<td align="char" valign="top" char="&#x00B1;">5.4</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">0.1</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">5.6</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">0.1</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
<td align="char" valign="top" char="&#x00B1;">5.3</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">0.1</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
</tr>
<tr>
<td align="char" valign="top" char=".">N-NO<sub>3</sub><sup>&#x2212;</sup> (mg/kg)</td>
<td align="char" valign="top" char="&#x00B1;">40.8</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">18.8</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
<td align="char" valign="top" char="&#x00B1;">1.8</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">1.1</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">77.1</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">10.4</td>
<td align="char" valign="top" char="&#x00B1;">c</td>
<td align="char" valign="top" char="&#x00B1;">10.6</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">6.7</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">41.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">5.7</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
</tr>
<tr>
<td align="char" valign="top" char=".">N-NH<sub>4</sub><sup>+</sup> (mg/kg)</td>
<td align="char" valign="top" char="&#x00B1;">5.7</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">5.2</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">6.3</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">5.4</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">3.8</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">2.0</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">4.1</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">0.4</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">2.2</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">1.9</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
</tr>
<tr>
<td align="char" valign="top" char=".">P Bray (mg/kg)</td>
<td align="char" valign="top" char="&#x00B1;">21.2</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">16.0</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">5.8</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">2.1</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">49.8</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">28.9</td>
<td align="char" valign="top" char="&#x00B1;">bc</td>
<td align="char" valign="top" char="&#x00B1;">17.4</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">8.8</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">71.4</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">26.5</td>
<td align="char" valign="top" char="&#x00B1;">c</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Pm-H<sub>2</sub>0 (mg/kg)</td>
<td align="char" valign="top" char="&#x00B1;">2.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">0.7</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">3.6</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">1.0</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">0.8</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">0.2</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">3.9</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">0.9</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">36.8</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">12.6</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Pm-HCO<sub>3</sub><sup>&#x2212;</sup> (mg/kg)</td>
<td align="char" valign="top" char="&#x00B1;">67.7</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">34.8</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">33.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">18.6</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
<td align="char" valign="top" char="&#x00B1;">72.4</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">13.6</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">84.8</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">20.6</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">172.4</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">20.4</td>
<td align="char" valign="top" char="&#x00B1;">c</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Po-HCO<sub>3</sub><sup>&#x2212;</sup> (mg/kg)</td>
<td align="char" valign="top" char="&#x00B1;">65.2</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">35.3</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">58.2</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">36.1</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">94.4</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">1.9</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
<td align="char" valign="top" char="&#x00B1;">37.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">10.4</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">150.8</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">6.7</td>
<td align="char" valign="top" char="&#x00B1;">c</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Pm-NaOH (mg/kg)</td>
<td align="char" valign="top" char="&#x00B1;">358.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">152.0</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">156.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">19.5</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">110.2</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">11.2</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">256.2</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">33.2</td>
<td align="char" valign="top" char="&#x00B1;">ab</td>
<td align="char" valign="top" char="&#x00B1;">420.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">308.5</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Po-NaOH (mg/kg)</td>
<td align="char" valign="top" char="&#x00B1;">165.5</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">62.8</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">208.0</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">12.8</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">162.6</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">17.5</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
<td align="char" valign="top" char="&#x00B1;">394.9</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">197.6</td>
<td align="char" valign="top" char="&#x00B1;">b</td>
<td align="char" valign="top" char="&#x00B1;">195.7</td>
<td align="char" valign="top" char="&#x00B1;">&#x00B1;</td>
<td align="char" valign="top" char="&#x00B1;">80.7</td>
<td align="char" valign="top" char="&#x00B1;">a</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Each value is the mean&#x2009;&#x00B1;&#x2009;SD of five replicates. Different letters represent a significant difference (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; one-way ANOVA) between sites. Soluble Pm (Pm-H<sub>2</sub>0), labile Pm (Pm-HCO<sub>3</sub>), labile Po (Po-HCO<sub>3</sub>), moderately labile Pm (Pm-NaOH), and moderately labile Po (Po-NaOH).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec12">
<title>Abundance of Phosphate Solubilization Marker Genes</title>
<p>Five specimens of <italic>P. frigida</italic> thalli were selected from each of the study sites. The identification of the mycobionts was confirmed by a phylogenetic analysis based on the 28S rRNA gene (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>) and the ITS hypervariable region (ITS-HR; <xref ref-type="bibr" rid="ref61">Miadlikowska et al., 2003</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>). Further, all specimens selected were associated with the same photobiont haplotype namely <italic>Nostoc</italic> sp. C01 (<xref ref-type="bibr" rid="ref95">Z&#x00FA;&#x00F1;iga et al., 2015</xref>) according to a 16S rRNA gene-based phylogenetic analysis (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>).</p>
<p>From the samples of the three different microenvironments (i.e., <italic>P. frigida</italic> thalli, substrates, and the surrounding soils) collected from the five sites (i.e., S1 to S5), we measured by qPCR the relative abundance of one gene that codes for an enzyme that triggers mineral phosphate solubilization (<italic>gcd</italic>), four genes that codes for enzymes involved in organic phosphate solubilization (<italic>phoD</italic>, <italic>phoN</italic>, <italic>appA</italic>, <italic>phnX</italic>), and the 16S rRNA gene as a bacterial marker (<xref rid="fig1" ref-type="fig">Figure 1</xref>). The quinoprotein glucose dehydrogenase gene (<italic>gcd;</italic> <xref rid="fig1" ref-type="fig">Figure 1A</xref>) was the most abundant marker in all soil samples, and unexpectedly its abundance was ~40,000 times higher in soils than in substrates and&#x2009;~&#x2009;3,000 times higher in soils than in thalli in all the study sites. However, there were no significant differences in the abundance of this marker gene comparing the same microenvironment among the sampling sites. The abundance of the alkaline phosphatase marker gene (<italic>phoD;</italic> <xref rid="fig1" ref-type="fig">Figure 1B</xref>) also did not show differences when comparing the sampling sites, and although in the microenvironments of the extreme sites (i.e., S1 and S5) its abundance did not show significant differences, in the soil samples of the intermediate sites its abundance was significantly lower than in substrates and thalli. On the contrary, the abundance of the acid phosphatase marker gene (<italic>phoN;</italic> <xref rid="fig1" ref-type="fig">Figure 1C</xref>) was significantly less abundant in the extreme sites (i.e., S1 and S5) than in the other sites, independent of the microenvironment. The abundance of the phytase marker gene (<italic>appA;</italic> <xref rid="fig1" ref-type="fig">Figure 1D</xref>) and the phosphonoacetaldehyde hydrolase marker gene (<italic>phnX;</italic> <xref rid="fig1" ref-type="fig">Figure 1E</xref>) had the highest variation in soils throughout the sites, but <italic>appA</italic> showed the highest abundance in thalli and <italic>phnX</italic> in substrates. Finally, the 16S rRNA marker gene (<xref rid="fig1" ref-type="fig">Figure 1F</xref>) abundance almost did not change among sites, except for the soil samples from S5 that presented the highest abundance for this microenvironment. However, the abundance of the bacterial marker gene was significantly higher in thalli than in soils and substrates from the intermediate sites (i.e., S2 to S4).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption><p>Abundance of phosphate solubilization markers per site. Each value is the mean&#x2009;&#x00B1;&#x2009;SD of five replicates. Different lowercase and capital letters represent significant difference (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; one-way ANOVA) between microenvironments and sites, respectively. <bold>(A)</bold> Quinoprotein glucose dehydrogenase gene (<italic>gcd</italic>). <bold>(B)</bold> Alkaline phosphatase gene (<italic>phoD</italic>). <bold>(C)</bold> Acid phosphatase gene (<italic>phoN</italic>). <bold>(D)</bold> Phosphonatase gene (<italic>appA</italic>). <bold>(E)</bold> Phosphonoacetaldehyde hydrolase gene (<italic>phnX</italic>). <bold>(F)</bold> 16S rRNA gene as marker for bacterial abundance.</p></caption>
<graphic xlink:href="fmicb-13-843490-g001.tif"/>
</fig>
</sec>
<sec id="sec13">
<title>Relation of Explanatory Variables With the Diversity of Phosphate Solubilizing Marker Genes</title>
<p>NMDS multivariate analysis of the diversity of phosphate solubilization marker genes shows a clear separation of soil samples from those of lichen-associated microenvironments (i.e., substrates and thalli) in all the sampling sites (<xref rid="fig2" ref-type="fig">Figure 2A</xref>; <xref rid="tab3" ref-type="table">Table 3</xref>). On the contrary, the separation of substrate and thallus samples, although statistically significative, is partially overlapped, being more evident in the intermediate than in the extreme sampling sites (i.e., S1 and S5). When comparing the diversity in the different sampling sites (<xref rid="fig2" ref-type="fig">Figure 2B</xref>; <xref rid="tab4" ref-type="table">Table 4</xref>), there are two well-defined groups, the first one including S2, S3 and S4, and the second one including S1 and S5. Notoriously, the 95% ellipse encompassing the points of S1 is the largest one and encloses the 95% ellipse of S5, which is noticeably smaller.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption><p>Non-metric multidimensional scaling (NMDS) multivariate analysis of the diversity of phosphate solubilization marker genes based on Bray-Curtis distance. Ellipses of 95% confidence are included for enclosing samples from each microenvironment (<bold>A</bold>; i.e., thallus, substrate, and soil) and sites (<bold>B</bold>; i.e., S1 to S5).</p></caption>
<graphic xlink:href="fmicb-13-843490-g002.tif"/>
</fig>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption><p>PERMANOVA (<italic>adonis</italic> function in R) to evaluate the effect of the microenvironment on the distribution of the variance of each sample type.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2"/>
<th align="center" valign="middle" colspan="2">S1</th>
<th align="center" valign="middle" colspan="2">S2</th>
<th align="center" valign="middle" colspan="2">S3</th>
<th align="center" valign="middle" colspan="2">S4</th>
<th align="center" valign="middle" colspan="2">S5</th>
</tr>
<tr>
<th align="center" valign="middle">R<sup>2</sup></th>
<th><italic>value of p</italic></th>
<th align="center" valign="middle">R<sup>2</sup></th>
<th align="center" valign="middle"><italic>value of p</italic></th>
<th align="center" valign="middle">R<sup>2</sup></th>
<th align="center" valign="middle"><italic>value of p</italic></th>
<th align="center" valign="middle">R<sup>2</sup></th>
<th align="center" valign="middle"><italic>value of p</italic></th>
<th align="center" valign="middle">R<sup>2</sup></th>
<th align="center" valign="middle"><italic>value of p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char=".">Soil vs. Substrate</td>
<td align="char" valign="top" char="&#x00B1;">0.52052</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.87044</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.78180</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.006</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.85770</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.005</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.82316</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">Soil vs. Thallus</td>
<td align="char" valign="top" char="&#x00B1;">0.54876</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.007</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.88229</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.011</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.84584</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.006</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.84278</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.007</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.50864</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">Substrate vs. Thallus</td>
<td align="char" valign="top" char="&#x00B1;">0.28023</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.067</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.42550</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.012</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.38214</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.016</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.80624</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.006</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.35070</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.028</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Significant <italic>value of p</italic> is shown in bold.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption><p>PERMANOVA (<italic>adonis</italic> function in R) to evaluate the effect of the site on the distribution of the variance of each sample type.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2"/>
<th align="center" valign="top" colspan="2">Soil</th>
<th align="center" valign="top" colspan="2">Substrate</th>
<th align="center" valign="top" colspan="2">Thallus</th>
</tr>
<tr>
<th align="center" valign="top">R<sup>2</sup></th>
<th align="center" valign="top"><italic>value of p</italic></th>
<th align="center" valign="top">R<sup>2</sup></th>
<th align="center" valign="top"><italic>value of p</italic></th>
<th align="center" valign="top">R<sup>2</sup></th>
<th align="center" valign="top"><italic>value of p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char=".">S1 vs. S2</td>
<td align="char" valign="top" char="&#x00B1;">0.51529</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.005</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.46665</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.013</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.58596</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">S1 vs. S3</td>
<td align="char" valign="top" char="&#x00B1;">0.46250</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.006</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.43940</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.010</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.65613</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.007</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">S1 vs. S4</td>
<td align="char" valign="top" char="&#x00B1;">0.51017</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.50992</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.65073</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.013</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">S1 vs. S5</td>
<td align="char" valign="top" char="&#x00B1;">0.28053</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.038</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.04938</td>
<td align="char" valign="top" char="&#x00B1;">0.772</td>
<td align="char" valign="top" char="&#x00B1;">0.28545</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.026</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">S2 vs. S3</td>
<td align="char" valign="top" char="&#x00B1;">0.04989</td>
<td align="char" valign="top" char="&#x00B1;">0.782</td>
<td align="char" valign="top" char="&#x00B1;">0.04133</td>
<td align="char" valign="top" char="&#x00B1;">0.889</td>
<td align="char" valign="top" char="&#x00B1;">0.40400</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.007</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">S2 vs. S4</td>
<td align="char" valign="top" char="&#x00B1;">0.30240</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.022</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.14294</td>
<td align="char" valign="top" char="&#x00B1;">0.317</td>
<td align="char" valign="top" char="&#x00B1;">0.47407</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.011</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">S2 vs. S5</td>
<td align="char" valign="top" char="&#x00B1;">0.84686</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.013</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.66404</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.010</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.65439</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.006</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">S3 vs. S4</td>
<td align="char" valign="top" char="&#x00B1;">0.23131</td>
<td align="char" valign="top" char="&#x00B1;">0.054</td>
<td align="char" valign="top" char="&#x00B1;">0.17263</td>
<td align="char" valign="top" char="&#x00B1;">0.170</td>
<td align="char" valign="top" char="&#x00B1;">0.17899</td>
<td align="char" valign="top" char="&#x00B1;">0.304</td>
</tr>
<tr>
<td align="char" valign="top" char=".">S3 vs. S5</td>
<td align="char" valign="top" char="&#x00B1;">0.81610</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.60228</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.008</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.53371</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">S4 vs. S5</td>
<td align="char" valign="top" char="&#x00B1;">0.79479</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.008</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.77495</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.009</bold></td>
<td align="char" valign="top" char="&#x00B1;">0.57656</td>
<td align="char" valign="top" char="&#x00B1;"><bold>0.005</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Significant <italic>value of p</italic> is shown in bold.</p>
</table-wrap-foot>
</table-wrap>
<p>To determine the effect of the edaphic and tree cover parameters on the abundance of phosphate solubilizing genes, we performed redundancy analyses (RDA) and ordistep for selecting the variables that significantly contribute to the model. The RDA analysis of soil samples, which explained 60.1% of the total variance, corroborates that sites S2, S3, and S4 grouped closely together and that S1 is the most diverse of all sites, in contrast to S5, which is the less diverse (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5A</xref>). The variables that significantly contributed to this model were the relative abundance of tree canopies of <italic>N. pumilio</italic>, <italic>N dombeyi</italic>, and <italic>P. contorta</italic>, pH, and the labile fraction of inorganic mineral phosphorus (Pm-HCO<sub>3</sub><sup>&#x2212;</sup>; <xref rid="tab5" ref-type="table">Table 5</xref>). On the other hand, the variance explained by the RDA analyses for substrates (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5B</xref>) and thalli (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5C</xref>) are not robust enough (36.7 and 47.5% of the total variance explained, respectively) to appropriately assert patterns of phosphate solubilizing bacteria diversity. In these cases, the only significant explanatory variables were the relative abundance of <italic>N. pumilio</italic> tree canopies and the labile fraction of mineral phosphorus (Pm-HCO<sub>3</sub><sup>&#x2212;</sup>), respectively (<xref rid="tab5" ref-type="table">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption><p>Stepwise selection of significant environmental factors explaining the abundance variation of phosphate solubilization and mineralization markers.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Df</th>
<th align="center" valign="top">AIC</th>
<th align="center" valign="top">F</th>
<th align="center" valign="top"><italic>value of p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Soil</bold></td>
</tr>
<tr>
<td align="char" valign="bottom" char=".">C <italic>P. contorta</italic></td>
<td align="char" valign="top" char="&#x00B1;">1</td>
<td align="char" valign="top" char="&#x00B1;">38.634</td>
<td align="char" valign="top" char="&#x00B1;">10.2</td>
<td align="char" valign="bottom" char="&#x00B1;">0.005</td>
</tr>
<tr>
<td align="char" valign="top" char=".">C <italic>N. pumilio</italic></td>
<td align="char" valign="top" char="&#x00B1;">1</td>
<td align="char" valign="top" char="&#x00B1;">37.064</td>
<td align="char" valign="top" char="&#x00B1;">3.4</td>
<td align="char" valign="top" char="&#x00B1;">0.015</td>
</tr>
<tr>
<td align="char" valign="top" char=".">C <italic>N. dombeyi</italic></td>
<td align="char" valign="top" char="&#x00B1;">1</td>
<td align="char" valign="top" char="&#x00B1;">36.082</td>
<td align="char" valign="top" char="&#x00B1;">2.7</td>
<td align="char" valign="top" char="&#x00B1;">0.030</td>
</tr>
<tr>
<td align="char" valign="top" char=".">pH</td>
<td align="char" valign="top" char="&#x00B1;">1</td>
<td align="char" valign="top" char="&#x00B1;">34.860</td>
<td align="char" valign="top" char="&#x00B1;">2.8</td>
<td align="char" valign="top" char="&#x00B1;">0.030</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Pm-HCO<sub>3</sub><sup>&#x2212;</sup></td>
<td align="char" valign="top" char="&#x00B1;">1</td>
<td align="char" valign="top" char="&#x00B1;">33.371</td>
<td align="char" valign="top" char="&#x00B1;">2.8</td>
<td align="char" valign="top" char="&#x00B1;">0.030</td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Substrate</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">C <italic>N. pumilio</italic></td>
<td align="char" valign="top" char="&#x00B1;">1</td>
<td align="char" valign="top" char="&#x00B1;">44.947</td>
<td align="char" valign="top" char="&#x00B1;">2.8</td>
<td align="char" valign="top" char="&#x00B1;">0.040</td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Thallus</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">Pm-HCO<sub>3</sub><sup>&#x2212;</sup></td>
<td align="char" valign="top" char="&#x00B1;">1</td>
<td align="char" valign="top" char="&#x00B1;">44.480</td>
<td align="char" valign="top" char="&#x00B1;">3.3</td>
<td align="char" valign="top" char="&#x00B1;">0.010</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Results are based on RDA ordination using ordistep function in R.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec14" sec-type="discussions">
<title>Discussion</title>
<p>We assessed the abundance of phosphate solubilizing bacteria (PSB) in three microenvironments related to the forest floor: (i) <italic>Peltigera frigida</italic> thalli, (ii) their associated substrate (i.e., the thallus subjacent soil), and (iii) the forest soil. These habitats were assessed in five sites with different tree cover in the Coyhaique National Reserve of the Chilean Patagonia characterized by temperate forests of <italic>Nothofagus</italic> species (<xref ref-type="bibr" rid="ref25">Donoso, 1993</xref>; <xref ref-type="bibr" rid="ref87">Veblen et al., 1996</xref>; <xref ref-type="bibr" rid="ref26">Fajardo and Gonz&#x00E1;lez, 2009</xref>). We selected five sites representing: a native mature forest (S1), a native second-growth forest (S3), a native second-growth forest with the presence of pine specimens (S5), and the transition zones between these vegetative formations (S2 and S4, respectively). According to the methods used to calculate the forest coverage, <italic>N. pumilio</italic> was the dominating tree species with the greatest relative importance and coverage at all sites, and <italic>P. contorta</italic> was increasing its abundance in the last two sites (S4 and S5) with a decrease of <italic>N. dombeyi</italic>.</p>
<sec id="sec15">
<title>The Abundance of PSB in Forest Soils Is Affected by the Tree Cover Type</title>
<p>Changes in the soil P content are influenced by multiple and diverse factors. One of them are wildfires, which in Patagonian forests has been reported to have long-term effects on soil properties, such as decreases in organic C and N and increases in pH and extractable P (<xref ref-type="bibr" rid="ref1">Alauzis et al., 2004</xref>). Another factor is the influence of trees on soil chemical properties through their root exudates and the loss of their leaves in deciduous species (such as <italic>N. pumilio</italic>), contributing to changes in pH and the relative content and availability of macronutrients (<xref ref-type="bibr" rid="ref13">Binkley and Valentine, 1991</xref>; <xref ref-type="bibr" rid="ref7">Augusto et al., 2000</xref>; <xref ref-type="bibr" rid="ref30">Frouz et al., 2009</xref>; <xref ref-type="bibr" rid="ref47">Iovieno et al., 2010</xref>). Additionally, enzymatic activities of phosphorus solubilizing microorganisms could also affect the soil P content, which not only responds to the soil P availability but also to the balance with other nutrients, mainly nitrogen (<xref ref-type="bibr" rid="ref83">Sorkau et al., 2018</xref>). In fact, <xref ref-type="bibr" rid="ref58">Margalef et al. (2017)</xref> showed that the availability of nitrogen in soil is the main factor explaining phosphatase activity in temperate climates.</p>
<p>The quantification of the PSB marker genes in the soil samples evidenced two noticeable results. The first one was the high abundance of <italic>gcd</italic>, which codes an enzyme that allows the direct oxidation of glucose to gluconic acid, one of the main mechanisms of extracellular Pm solubilization studied in bacteria (<xref ref-type="bibr" rid="ref76">Sharma et al., 2013</xref>; <xref ref-type="bibr" rid="ref80">Sindhu et al., 2014</xref>; <xref ref-type="bibr" rid="ref4">An and Moe, 2016</xref>). Therefore, the solubilization through gluconic acid of Pm from mineral complexes found in soils would be important in the sampling sites. There are other organic acids such as malic, lactic, citric and oxalic acids, which can also solubilize Pm (<xref ref-type="bibr" rid="ref76">Sharma et al., 2013</xref>), but they have been less studied in this regard because the enzymes associated with their production play different intracellular roles and could be not relevant in the P cycle (<xref ref-type="bibr" rid="ref36">Grafe et al., 2018</xref>). The second one was the pattern of abundance of the acid phosphatase marker gene (<italic>phoN</italic>), which was lower in the extreme sampling sites (i.e., S1 and S5) and more similar to each other than to the abundance in the intermediate sites. This could be related, in part, to the higher values of available nitrogen (ammonium plus nitrate) measured in the extreme sampling sites regarding the transition sampling sites (i.e., S2 and S4). In addition, the intermediate sites (S2-S3-S4) correspond to sectors of young trees and, therefore, they have a more active growth than those in the mature forest (S1) and then a greater demand for phosphorus that could explain the higher abundance of this marker gene. The measured pH in the soil samples (5.3 to 5.6), suggests that the activity of the enzyme coded by <italic>phoN</italic> could be more relevant than the activity of the alkaline phosphatase (encoded by <italic>phoD</italic>), as has been shown for other forest soils (<xref ref-type="bibr" rid="ref84">Staddon et al., 1998</xref>; <xref ref-type="bibr" rid="ref42">Herbien and Neal, 2008</xref>).</p>
<p>On the other hand, the growth dynamics of the tree species present in the sampling sites is different. <italic>P. contorta</italic> is a fast-growing exotic conifer, which would demand higher amounts of nutrients, such as P, compared to the native species <italic>N. pumilio</italic> (<xref ref-type="bibr" rid="ref27">Fajardo and Gundale, 2015</xref>). Our results are in accordance with a comparative study about the P flux in coniferous and deciduous forests of the northern hemisphere, where the concentration of P in the forest floor under coniferous trees was about three times higher than in deciduous forests (<xref ref-type="bibr" rid="ref82">Sohrt et al., 2017</xref>). Since the P content of coniferous foliage is larger than in deciduous one (<xref ref-type="bibr" rid="ref82">Sohrt et al., 2017</xref>) and litterfall plays a critical role in nutrient cycling (<xref ref-type="bibr" rid="ref6">Attiwill and Adams, 1993</xref>), the tree cover could affect the abundance of phosphate solubilizing microorganisms in soils. Indeed, in our study, the tree cover type strongly affected the abundance of PSB in the forest soil, being the relative coverage of all three tree canopies identified as a significant driver. The most noteworthy result regarding the effect of the tree cover influence on the PSB marker genes is the reduced diversity detected in the site with the highest presence of pines (S5) compared with the site of native mature forest (S1), although in the former the number of bacteria is higher.</p>
<p>Other significant explanatory variables were the pH, reported as one of the main factors controlling bacterial communities in soils (<xref ref-type="bibr" rid="ref28">Fierer and Jackson, 2006</xref>), and labile Pm, which could be the primary source of P for PSB (<xref ref-type="bibr" rid="ref79">Sims and Pierzynski, 2005</xref>). pH was higher in the transition zones (S2 and S4) than in the native second-growth forests independently of the presence of pines (S3 and S5), but we found a significant increasing gradient of total organic matter and various phosphorus fractions from the native mature forest (S1) to the native second-growth forest with the presence of pine specimens (S5). Although the phosphorus content values in our samples were in the range of soils in southern Chilean forests (<xref ref-type="bibr" rid="ref71">Redel et al., 2008</xref>), differences were still observed between the sites.</p>
<p>It is important to mention that other factors, such as rhizospheric exudates and the association with mycorrhizae, could affect soil P dynamics (<xref ref-type="bibr" rid="ref21">Chen et al., 2008</xref>). Interestingly, all the tree species of our study associate with ectomycorrhizal fungi (<xref ref-type="bibr" rid="ref14">Bradbury et al., 1998</xref>; <xref ref-type="bibr" rid="ref33">Godoy and Mar&#x00ED;n, 2019</xref>), which are highly efficient in P turnover by combining a high capacity to explore soils, the formation of polyphosphates, and the activity of acid phosphatase and phytase enzymes (<xref ref-type="bibr" rid="ref21">Chen et al., 2008</xref>). However, they are affected by forest anthropogenic disturbances such as fires and afforestation (<xref ref-type="bibr" rid="ref59">Mar&#x00ED;n et al., 2017</xref>), which could explain our observations that some bacterial markers related to the solubilization of organic phosphate (e.g., <italic>phoN</italic>) were lower in the soils of the sites where ectomycorrhizae would be contributing more importantly to the P turnover (i.e., S1 and S5).</p>
<p>Our results reinforce the concept that microorganisms are susceptible to changes in environmental conditions and management practices; thus, they are good indicators for assessing changes in soil quality or soil recovery from disturbances (<xref ref-type="bibr" rid="ref68">Quintanilla P&#x00E9;rez, 2007</xref>), such as the afforestation with exotic trees after wildfires. A deep understanding of microbial communities in forest habitats with different forest cover is then essential for predicting the response of forest ecosystems to changes in environmental conditions (<xref ref-type="bibr" rid="ref57">Llad&#x00F3; et al., 2017</xref>).</p>
</sec>
<sec id="sec16">
<title>Lichen Microhabitats Shape Their Associated Bacteria, Reducing the Impact of the Tree Cover on the Abundance of PSB</title>
<p>Thalli and substrates could be considered microenvironments with a high level of nutrient turnover (N, P or C), as biological soil crusts (<xref ref-type="bibr" rid="ref50">Kurth et al., 2021</xref>) or the rhizosphere (<xref ref-type="bibr" rid="ref51">Kuzyakov and Blagodatskaya, 2015</xref>). According to our results, the solubilization of Po from stable molecules such as phytate (through the enzyme coded by <italic>appA</italic>) or phosphonate (through the enzyme coded by <italic>phnX</italic>) seems to be more important in these microenvironments, respectively, than the solubilization of Pm, which would be more relevant in soils due to the higher abundance of the <italic>gcd</italic> marker gene. Phytate is accumulated by plants (<xref ref-type="bibr" rid="ref8">Balaban et al., 2016</xref>), and to a lesser extent by microorganisms (<xref ref-type="bibr" rid="ref86">Turner et al., 2021</xref>), as a P storage compound. The capacity to hydrolyse phytate has been reported as widespread among lichens, which potentially contributes to P capture from atmospheric deposits and plant leachates (<xref ref-type="bibr" rid="ref43">Higgins and Crittenden, 2015</xref>). Phosphonates, on the other hand, can be found in membranes or excretions of microorganisms (<xref ref-type="bibr" rid="ref46">Horsman and Zechel, 2017</xref>; <xref ref-type="bibr" rid="ref17">Calcott et al., 2018</xref>) and groups of phosphonate biosynthetic genes have been reported in lichenized <italic>Nostoc</italic> (<xref ref-type="bibr" rid="ref31">Gagunashvili and Andr&#x00E9;sson, 2018</xref>). Therefore, considering the close contact between the thallus and the substrate in foliose lichens, as <italic>P. frigida</italic>, that the secondary metabolites produced by the lichen would diffuse to its substrate (<xref ref-type="bibr" rid="ref52">Leiva et al., 2016</xref>), and that the main photobiont of <italic>Peltigera</italic> lichens were detected in both thalli and substrates (<xref ref-type="bibr" rid="ref94">Z&#x00FA;&#x00F1;iga et al., 2017</xref>), the lichen-related microenvironments could be a rich medium in this type of compounds.</p>
<p>As an essential element, P plays a relevant role as a limiting macronutrient in the growth and activity of lichens. For example, it has been observed that a single immersion in phosphate solution can double the annual growth of the lichen <italic>Lobaria pulmonaria</italic> (<xref ref-type="bibr" rid="ref002">McCune and Caldwell, 2009</xref>), as well as that fertilization with P, could increase nitrogen fixation in the cyanolichens <italic>Peltigera aphtosa</italic> and <italic>Peltigera polydactyla</italic> (<xref ref-type="bibr" rid="ref003">Weiss et al., 2005</xref>). Considering the relevance of P in the development of lichens, different studies have been focused on the possible role that the lichen microbiota would be playing in functions related to phosphate solubilization processes. Indeed, several publications report potential PSB in lichen thalli (<xref ref-type="bibr" rid="ref9">Bates et al., 2012</xref>; <xref ref-type="bibr" rid="ref39">Grube et al., 2015</xref>; <xref ref-type="bibr" rid="ref77">Sigurbj&#x00F6;rnsd&#x00F3;ttir et al., 2015</xref>). Thus, despite the lower abundance of organic phosphate solubilizers in comparison to mineral phosphate solubilizers, the former could play an essential role in recycling the old parts of the thallus (<xref ref-type="bibr" rid="ref39">Grube et al., 2015</xref>), releasing phosphate that members of the lichen symbiosis could use. It is important to highlight that phosphatase and phytase activity have been reported in several species of lichens (<xref ref-type="bibr" rid="ref90">Whiteford et al., 2010</xref>; <xref ref-type="bibr" rid="ref43">Higgins and Crittenden, 2015</xref>), attributed to lichen enzymes being produced by the mycobiont. However, the primers chosen for this study were designed to amplify bacterial genes (<xref ref-type="bibr" rid="ref11">Bergkemper et al., 2016a</xref>), which would indicate that the lichen microbiome is at least contributing to P turnover. However, since the lichens of this study are terricolous (i.e., their substrate is soil), the high abundance of the <italic>gcd</italic> gene, as the molecular marker of mineral phosphate solubilizers, is in accordance with analyses of metagenomes of soils where this is the most abundant gene of a set of 40 genes that encode enzymes related to the P cycle (<xref ref-type="bibr" rid="ref12">Bergkemper et al., 2016b</xref>; <xref ref-type="bibr" rid="ref36">Grafe et al., 2018</xref>).</p>
<p>Previous studies have found that thalli and substrates constitute microenvironments that differentially structure the associated microbial communities (<xref ref-type="bibr" rid="ref38">Grube and Berg, 2009</xref>; <xref ref-type="bibr" rid="ref10">Bates et al., 2011</xref>; <xref ref-type="bibr" rid="ref44">Hodkinson et al., 2012</xref>; <xref ref-type="bibr" rid="ref69">Ram&#x00ED;rez-Fern&#x00E1;ndez et al., 2014</xref>; <xref ref-type="bibr" rid="ref52">Leiva et al., 2016</xref>). In particular, a recent study has shown that the bacterial community associated with <italic>P. frigida</italic> thalli is more than a mere extension of the microbiota of their substrates, with several bacterial being highly abundant in lichens but almost absent in substrates (<xref ref-type="bibr" rid="ref53">Leiva et al., 2021</xref>). In our study, some markers of P turnover were more abundant in thalli, which could be related to the fact that part of bacteria related to this function would be recruited from the substrates and would later be enriched in the thalli. This proposition is related to <xref ref-type="bibr" rid="ref19">Cardinale et al. (2012)</xref>, who suggests that those microbial groups with specific functions within the microbiome would be acquired from the new environment colonized by lichen propagules because they are better adapted to local conditions.</p>
<p>In contrast to soils, PSB in substrates and thalli were only correlated with <italic>N. pumilio</italic> cover and labile Pm, respectively, and RDA analysis did not explain much of the variance. This supports our proposal that the microenvironments of lichens and their substrates act as an environmental buffer reducing the influence of forest cover composition on bacteria involved in P turnover, and that other factors driving the association with lichens could be of importance, like microbiome specificity.</p>
</sec>
</sec>
<sec id="sec17" sec-type="conclusions">
<title>Conclusion</title>
<p>Although the phosphorus turnover in forests is a complex process involving not only different organisms, such as plants, fungi, and bacteria, but also their interactions, altogether our results show that the diversity of genes related to phosphate solubilizing bacteria in forest soils is strongly affected by the tree cover. Conversely, lichens could act as an environmental buffer reducing the influence of forest cover composition on their associated bacteria involved in phosphorus turnover.</p>
</sec>
<sec id="sec18" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="sec22" ref-type="sec">Supplementary Material</xref>; further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="sec19">
<title>Author Contributions</title>
<p>CeM, MC, and JO: conceptualization. MS, MC, and JO: funding acquisition. CeM, DL, CaM, and JO: methodology. CeM, DL, and MG: formal analysis. JO: project administration. MS and JO: supervision. All authors revised and approved the final version of the manuscript.</p>
</sec>
<sec id="sec20" sec-type="funding-information">
<title>Funding</title>
<p>This research was funded by ANID&#x2014;National Fund for Scientific and Technological Development (FONDECYT) &#x2014;1181510 and ANID&#x2014;Millennium Science Initiative Program&#x2014;ICN2021_002.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<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 id="sec23" sec-type="disclaimer">
<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>
</body>
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<p>The authors want to sincerely thank J. L. Parraguez for his valuable fieldwork assistance. Permits for sampling at the Coyhaique National Reserve were obtained from CONAF (Corporaci&#x00F3;n Nacional Forestal). CeM acknowledges the support provided by the Vicerrector&#x00ED;a de Asuntos Acad&#x00E9;micos of the Universidad de Chile to finance her internship at the Helmholtz Zentrum M&#x00FC;nchen.</p>
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<sec id="sec22" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2022.843490/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2022.843490/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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