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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fbioe.2017.00045</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Proteomic Insights on the Metabolism of <italic>Penicillium janczewskii</italic> during the Biotransformation of the Plant Terpenoid Labdanolic Acid</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Martins</surname> <given-names>Isabel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/461036"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Varela</surname> <given-names>Ad&#x000E9;lia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/461038"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Frija</surname> <given-names>Lu&#x000ED;s M. T.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/384860"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Estev&#x000E3;o</surname> <given-names>M&#x000F3;nica A. S.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Planchon</surname> <given-names>S&#x000E9;bastien</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Renaut</surname> <given-names>Jenny</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Afonso</surname> <given-names>Carlos A. M.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Silva Pereira</surname> <given-names>Cristina</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x0002A;</xref>
<uri xlink:href="http://frontiersin.org/people/u/238976"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Instituto de Tecnologia Qu&#x000ED;mica e Biol&#x000F3;gica Ant&#x000F3;nio Xavier, Universidade Nova de Lisboa (ITQB NOVA)</institution>, <addr-line>Oeiras</addr-line>, <country>Portugal</country></aff>
<aff id="aff2"><sup>2</sup><institution>Instituto Nacional Investiga&#x000E7;&#x000E3;o Agr&#x000E1;ria e Veterin&#x000E1;ria</institution>, <addr-line>Oeiras</addr-line>, <country>Portugal</country></aff>
<aff id="aff3"><sup>3</sup><institution>Instituto de Investiga&#x000E7;&#x000E3;o do Medicamento (iMed.ULisboa), Faculdade de Farm&#x000E1;cia, Universidade de Lisboa</institution>, <addr-line>Lisboa</addr-line>, <country>Portugal</country></aff>
<aff id="aff4"><sup>4</sup><institution>Environmental Research and Innovation (ERIN) Department, Luxembourg Institute of Science and Technology</institution>, <addr-line>Belvaux</addr-line>, <country>Luxembourg</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Didier Laurent Buisson, Centre National de la Recherche Scientifique (CNRS), France</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Noha M. Mesbah, Suez Canal University, Egypt; Gustavo Molina, Universidade Federal dos Vales do Jequitinhonha e Mucuri (UFVJM), Brazil</p></fn>
<corresp content-type="corresp" id="cor1">&#x0002A;Correspondence: Cristina Silva Pereira, <email>spereira&#x00040;itqb.unl.pt</email></corresp>
<fn fn-type="other" id="fn001"><p>Specialty section: This article was submitted to Process and Industrial Biotechnology, a section of the journal Frontiers in Bioengineering and Biotechnology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>07</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>5</volume>
<elocation-id>45</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>10</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>07</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Martins, Varela, Frija, Estev&#x000E3;o, Planchon, Renaut, Afonso and Silva Pereira.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Martins, Varela, Frija, Estev&#x000E3;o, Planchon, Renaut, Afonso and Silva Pereira</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Plant terpenoids compose a natural source of chemodiversity of exceptional value. Many of these compounds own biological/pharmacological activity, others are regarded as unique chemical skeletons for the synthesis of derivatives with improved properties. Functional chemical modification of terpenoids through biotransformation frequently relies on the use of Ascomycota strains, but information on major cellular responses is still largely lacking. <italic>Penicillium janczewskii</italic> mediates a stereo-selective hydroxylation of labdanolic acid (LA)&#x02014;terpenoid found abundantly in <italic>Cistus ladanifer</italic>&#x02014;producing 3&#x003B2;-hydroxy-labdanolic acid with yields &#x0003E;90%. Herein, combined analyses of mycelial and extracellular differential proteomes demonstrated that the plant terpenoid increased stress responses, especially against oxidative stress (e.g., accumulation of superoxide dismutase) and apparently altered mitochondria functioning. One putative cytochrome P450 monooxygenase differentially accumulated in the secretome and the terpenoid bioconversion was inhibited <italic>in vivo</italic> in the presence of a P450 inhibitor. The stereo-selective hydroxylation of the plant terpenoid is likely mediated by P450 enzymes, yet its unequivocal identity remains unclear. To the best of our knowledge, this is the first time that proteomics was used to investigate how a plant terpenoid impacts the metabolism of a filamentous fungus during its efficiently biotransformation. Our findings may encourage the development of new strategies for the valorization of plant natural resources through biotechnology.</p>
</abstract>
<kwd-group>
<kwd>labdanolic acid</kwd>
<kwd>stress response</kwd>
<kwd>terpenoids biotransformation</kwd>
<kwd>proteomics</kwd>
<kwd><italic>Penicillium janczewskii</italic></kwd>
<kwd>cytochrome P450 monooxygenase</kwd>
</kwd-group>
<contract-num rid="cn01">SFRH/BPD/110841/2015, SFRH/BPD/43853/2008, PTDC/QUI/73061/2006, PTDC/QUI-QUI/119823/2010, Pest OE/SAU/UI4013/2011, UID/Multi/04551/2013</contract-num>
<contract-sponsor id="cn01">Funda&#x000E7;&#x000E3;o para a Ci&#x000EA;ncia e a Tecnologia<named-content content-type="fundref-id">10.13039/501100001871</named-content></contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="76"/>
<page-count count="12"/>
<word-count count="8501"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="introduction">
<title>Introduction</title>
<p>Terpenoids compose a dissimilar group of natural compounds (&#x0003E;25,000 compounds identified so far) that structurally are saturated and unsaturated cyclic and aliphatic hydrocarbons with variable degrees of oxygenation, including alcohols, aldehydes, ketones, and carboxylic acids (Tholl, <xref ref-type="bibr" rid="B32">2015</xref>). Typically these molecules are distributed into subclasses according to the number of isoprene units in their structure. Terpenoids are often regarded as valuable natural resource with far-reaching applications, from flavors, fragrances, pigments, and agrochemicals to pharmaceutical drugs. In particular, among the subclass of the labdane-type diterpenes (20 carbon atoms) several show cytotoxicity (Yang et al., <xref ref-type="bibr" rid="B75">2010</xref>), bactericidal (Singh et al., <xref ref-type="bibr" rid="B61">2010</xref>; Ghosh and Rangan, <xref ref-type="bibr" rid="B24">2014</xref>), antioxidant (Kapewangolo et al., <xref ref-type="bibr" rid="B32">2015</xref>), antifungal (Hawas et al., <xref ref-type="bibr" rid="B26">2015</xref>; Mendoza et al., <xref ref-type="bibr" rid="B50">2015</xref>), and anti-inflammatory properties (Huang et al., <xref ref-type="bibr" rid="B29">2015</xref>; Kapewangolo et al., <xref ref-type="bibr" rid="B32">2015</xref>).</p>
<p>Due to its richness in phytochemicals, the genus <italic>Cistus</italic> has been proposed as a model for the biosynthesis of labdane-type diterpenes and also as a natural source of high value pharmacological products (Papaefthimiou et al., <xref ref-type="bibr" rid="B54">2014</xref>). In particular, labdanolic acid (LA) (Figure <xref ref-type="fig" rid="F1">1</xref>), a diterpene extracted in large quantities from the <italic>Cistus ladanifer</italic> L. (&#x0201C;Rock-rose&#x0201D;) (Martins et al., <xref ref-type="bibr" rid="B46">2014a</xref>), displays anti-inflammatory properties (Jayaprakasam et al., <xref ref-type="bibr" rid="B30">2007</xref>) and is used as a precursor compound in the chemical synthesis of numerous valuable compounds, e.g., Ambrox<sup>&#x000AE;</sup> (the prototype compound of all ambergris odorants) (Bolster et al., <xref ref-type="bibr" rid="B9">2001</xref>). This emphasizes well the importance to better understand how this subclass of plant terpenoids impacts on the metabolism of microbes that may be used for their modification. In opposition to the chemical modification of terpenoids, biotransformation renders products with a &#x0201C;natural&#x0201D; label and usually requires mild-reaction conditions avoiding also generation of toxic byproducts (Bicas et al., <xref ref-type="bibr" rid="B8">2009</xref>). Therefore, biotransformation constitutes a reference method for producing new terpenoid derivatives with improved properties (Silva et al., <xref ref-type="bibr" rid="B60">2013</xref>; Schrader and Bohlmann, <xref ref-type="bibr" rid="B59">2015</xref>). The capacity of fungi, as well as bacteria, to transform terpenoids yielding stereo- and regio-selective products and/or compounds functionalized at particular positions has been well documented (e.g., Frija et al., <xref ref-type="bibr" rid="B20">2011</xref>; Mutafova et al., <xref ref-type="bibr" rid="B52">2016</xref>). In a previous study, we reported that three Ascomycota fungal strains (out of the eight tested) were able to transform LA (Frija et al., <xref ref-type="bibr" rid="B21">2013</xref>). In particular, <italic>Penicillium janczewskii</italic> mediated a stereo-selective hydroxylation of LA yielding 3&#x003B2;-hydroxy-labdanolic acid as the major product (Figure <xref ref-type="fig" rid="F1">1</xref>). This terpenoid derivative would be, in general, difficult to attain by classical chemical methods and, so far, has never been identified in natural extracts (Frija et al., <xref ref-type="bibr" rid="B21">2013</xref>). 3&#x003B2;-Hydroxy-labdanolic acid was used for the chemical synthesis of, e.g., 3&#x003B2;-hydroxy-labd-8(17)-en-15-oic acid&#x02014;a moderate bactericidal compound, previously identified in the stems of <italic>Moldenhawera nutans</italic> (Frija et al., <xref ref-type="bibr" rid="B21">2013</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Hydroxylation of labdanolic acid at the 3&#x003B2; position mediated by <italic>Penicillium janczewskii</italic>.</p></caption>
<graphic xlink:href="fbioe-05-00045-g001.tif"/>
</fig>
<p>Most studies on fungal biotransformation of terpenoids have essentially identified/characterized the terpenoid derivatives being produced, whereas their general impact on the fungal metabolism and the biotransformation pathways remain largely unknown, hampering the biotechnological development of this field. This study aims to specifically analyze <italic>P. janczewskii</italic> metabolism during the biotransformation of LA. With this goal in mind, herein we performed a differential proteomic analysis of both mycelial and extracellular proteomes, complemented by <italic>in vivo</italic> inhibition assays of cytochrome P450 monooxygenase activity. LA apparently increased stress responses, especially against oxidative stress in <italic>P. janczewskii</italic> cultures and its stereo-selective hydroxylation likely involves a P450 enzyme.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2-1">
<title>Materials and Chemicals</title>
<p>The LA extract was obtained from twigs of <italic>Cistus ladanifer</italic> as previously described (i.e., crude acidic fraction of which &#x02248;16% is LA) (Frija et al., <xref ref-type="bibr" rid="B21">2013</xref>). Chemicals were purchased from Sigma Aldrich (USA), except electrophoresis reagents such as dithiothreitol (DTT), Triton X-100, 3-[(3-cholamidopropyl) dimethylammonio]-1-propanesulfonate (CHAPS) and IPG buffers that were from GE Healthcare (Sweden). All solvents used were of the highest analytical grade and water was obtained from a Milli-Q system (Millipore).</p>
</sec>
<sec id="S2-2">
<title>Fungal Strain and Cultivation Conditions</title>
<p><italic>Penicillium janczewskii</italic> K. M. Zalessky (CBS&#x00023;3498) conidia were harvested and maintained as frozen suspensions (Carvalho et al., <xref ref-type="bibr" rid="B13">2009</xref>). Cultures were initiated with 10<sup>5</sup>&#x02009;conidia/mL and incubated without agitation in the dark at 27&#x000B0;C (nine replicates). The fungal cultures (20&#x02009;mL) were grown in a mineral minimal medium (Carvalho et al., <xref ref-type="bibr" rid="B13">2009</xref>) supplemented, per liter, with 10&#x02009;g of glucose, 0.25&#x02009;g of urea, and 2.5&#x02009;g of the LA extract (hereafter defined solely as LA medium), which was added from a concentrated stock in ethanol prior to the media sterilization. Final concentration of LA in this medium was <italic>ca</italic>. 0.04&#x02009;mg/mL. Controls without LA were prepared in similar conditions. To keep the experimental conditions similar to those used in our previous study (Frija et al., <xref ref-type="bibr" rid="B21">2013</xref>), after 60&#x02009;days of incubation both mycelia and filtrate were recovered, immediately frozen in liquid nitrogen and stored at &#x02212;80&#x000B0;C until further analyses (Martins et al., <xref ref-type="bibr" rid="B47">2014b</xref>). Small aliquots of the culture broths were used to evaluate qualitatively by thin layer chromatography (TLC, see below) the biotransformation of the plant LA. The presence of 3&#x003B2;-hydroxy-labdanolic acid was evaluated by mass spectrometry (see below). In addition, to evaluate catalase activity in the secretome of cultures grown in LA medium, the ability of extracellular proteins (concentrated using 10&#x02009;kDa centrifugal devices and resuspended in 0.1&#x02009;M phosphate buffer, pH 7) to decompose H<sub>2</sub>O<sub>2</sub> <italic>in vitro</italic> (Aebi, <xref ref-type="bibr" rid="B4">1984</xref>) was qualitatively verified by the release of oxygen bubbles.</p>
</sec>
<sec id="S2-3">
<title><italic>In Vivo</italic> Inhibition of Cytochrome P450</title>
<p>Cultures were initiated from spores (10<sup>5</sup>/mL) in the minimal media containing, per liter, 10&#x02009;g of glucose, 0.25&#x02009;g of urea, and 0.02&#x02009;g of pure LA (Sigma) (LA standard medium) (5&#x02009;mL, 27&#x000B0;C, dark, no agitation). Metyrapone (2.0&#x02009;mM) was added to half of these cultures due to its capacity to inhibit <italic>in vivo</italic> cytochrome P450 monooxygenase activity (Strauber et al., <xref ref-type="bibr" rid="B62">2003</xref>). Culture filtrates were collected at the 21<sup>st</sup> day of incubation, immediately extracted with diethyl ether and LA quantitatively analyzed by high performance liquid chromatography (HPLC) (see below). The identity of the compounds was validated by mass spectrometry (see below).</p>
</sec>
<sec id="S2-4">
<title>Thin Layer Chromatography</title>
<p>Culture filtrates were extracted with diethyl ether (1:1; six times), the ensuing extracts dried under soft nitrogen flow, and re-solubilized in diethyl ether (1&#x02009;mL). The extracts (10&#x02009;&#x000B5;L) were resolved in TLC silica gel 60 F<sub>254</sub> plates (Merck) with diethyl ether/<italic>n</italic>-hexane (3:1) as the mobile phase. At the end of the TLC run, the plates were air dried, immersed in a solution of 10% of phosphomolybdic acid in ethanol, and revealed by heating at 80&#x02013;100&#x000B0;C during 5&#x02009;min.</p>
</sec>
<sec id="S2-5">
<title>High Performance Liquid Chromatography</title>
<p>Labdanolic acid was analyzed by HPLC, using an Alliance 2695 Waters chromatographer (Waters Corporation, Milford, MA, USA), connected to a Differential Refractometer (Bromma, Sweden) detector. Data acquisition was accomplished with the Empower 2 software (Waters). Chromatographic separation was undertaken using a Symmetry C18 column (4.6&#x02009;mm&#x02009;&#x000D7;&#x02009;250&#x02009;mm), 5&#x02009;&#x000B5;m particle size (Waters) set at 28&#x000B0;C. Elution was carried out isocratically with water/acetonitrile (10:90) at a flow rate of 1.0&#x02009;mL/min, and the injection volume was 95&#x02009;&#x000B5;L. The retention time of the LA was compared with that of a pure standard (Sigma) for identification, and the peak area was used for quantification. LA retention time was 5.7&#x02009;min, and the established quantification limits were 0.125&#x02013;1&#x02009;mg/mL.</p>
</sec>
<sec id="S2-6">
<title>High Performance Liquid Chromatography&#x02013;Electrospray Ionization&#x02013;High Resolution Mass Spectrometry (HPLC-ESI-HRMS)</title>
<p>The diethyl ether extracts of the fungal cultures grown in the standard LA medium were analyzed by microLC&#x02013;MS using a Triple TOF 6600 MS system (Sciex) equipped with the DuoSprayTM ion source. Chromatographic separation was carried out in the Eksigent ekspert nanoLC425 in microflow using an HALO C18 (50&#x02009;mm&#x02009;&#x000D7;&#x02009;0.5&#x02009;mm, 2.7&#x02009;&#x000B5;m particle size, 90&#x02009;&#x000C5;) column from Eksigent at the flow rate of 10&#x02009;&#x000B5;L/min. The mobile phase consisted of a solution of 0.1% formic acid (solvent A) and a solution of acetonitrile containing 0.1% formic acid (solvent B), set as follows: 20% B in 2&#x02009;min, followed by a linear gradient of 20&#x02013;95% B in 12&#x02009;min, 2&#x02009;min of 95% B, 2&#x02009;min to return to the initial conditions, and 5&#x02009;min to re-equilibrate the column. MS was operated in positive ionization mode, with TOF MS scan with an <italic>m</italic>/<italic>z</italic> range 100&#x02013;1,000 for 500&#x02009;ms for a total cycle time of 0.5&#x02009;s. MS data were processed using the PeakView software using the extracted-ion chromatogram for the compounds of interest. For compound identity a &#x00394;(<italic>m</italic>/<italic>z</italic>)&#x02009;&#x02264;&#x02009;5&#x02009;ppm as well as a low noise/signal ratio, was considered.</p>
</sec>
<sec id="S2-7">
<title>Protein Extraction</title>
<p>Established methods were used to extract mycelial (Martins et al., <xref ref-type="bibr" rid="B48">2013</xref>) and extracellular proteins (Martins et al., <xref ref-type="bibr" rid="B47">2014b</xref>). Mycelial [100&#x02009;mg powder mixed with 20&#x02009;mg poly(vinyl)polypyrrolidone from Merck] and extracellular proteins (concentrated using 10&#x02009;kDa centrifugal devices) were precipitated with cold acetone containing 10% w/v trichloroacetic acid and 60&#x02009;mM DTT. The washed pellets were dissolved in similar buffers (7&#x02009;M urea, 2&#x02009;M thiourea, 4% w/v CHAPS, 60&#x02009;mM DTT, and 1.0% v/v of matching IPG buffer) except that 1% (w/v) Triton X-100 was also added to the buffer used in the extracellular proteins, and finally clarified by centrifugation.</p>
</sec>
<sec id="S2-8">
<title>Two-dimensional Gel Electrophoresis (2DE)</title>
<p>Protein extracts were quantified using bovine serum albumin (BioRad) as a standard. Mycelial and extracellular protein samples (80 and 50&#x02009;&#x000B5;g, respectively) were loaded in precast 13&#x02009;cm non-linear IPG strips (GE Healthcare) (pH 3&#x02013;10 NL and 3&#x02013;5.6 NL, respectively). Protein isoelectric focusing, SDS-PAGE, staining, image acquisition, and analysis were done as previously reported (Martins et al., <xref ref-type="bibr" rid="B48">2013</xref>, <xref ref-type="bibr" rid="B47">2014b</xref>). The gels were stained with flamingo dye (BioRad, USA) for image acquisition but for spot excision colloidal coomassie blue (Fluka, Switzerland) was used instead and higher quantities of protein were loaded, namely, 180 and 100&#x02009;&#x000B5;g for mycelial and extracellular protein fractions, respectively. For each condition, three biological replicates (each accounting three batch cultures) were done.</p>
</sec>
<sec id="S2-9">
<title>Data Acquisition and Image Analyses</title>
<p>Gels stained with the flamingo dye were scanned in a Fuji TLA-5100 scanner to generate 64 bit images. The images were analyzed in SameSpots v2.0 (non-linear dynamics) accordingly to manufacturer&#x02019;s instructions and included gel alignment to a reference image. Spot detection was refined by manual edition whenever necessary, and protein spots with areas lower than 1,500 were excluded from the analysis. Differential protein spots in the mycelial proteome were identified using SameSpots software (ANOVA <italic>p</italic>-value&#x02009;&#x0003C;&#x02009;0.05). Aiming at a stringent statistical analysis (Valledor et al., <xref ref-type="bibr" rid="B71">2010</xref>), normalized spot volumes were used for calculating mean values, SD, and CV across the two secretome gel sets (fungal grown in the LA medium or the control medium) (Data Sheet S1 in Supplementary Material). Only those spots showing high consistency between replicate gels (CV below 15%) were used to generate the list of <italic>p</italic>-values for the individual spots (ANOVA, X-Stat). This allowed to pinpoint the spots that were differentially accumulated in the secretome (Data Sheet S1 in Supplementary Material).</p>
</sec>
<sec id="S2-10">
<title>Protein Identification</title>
<p>Differential protein spots on LA in both sub-proteomes were manually excised from gels and processed using the Ettan Digester robot of the Ettan Spot Handling Workstation (GE Healthcare) (Carvalho et al., <xref ref-type="bibr" rid="B14">2013</xref>). Samples (0.7&#x02009;&#x000B5;L) were then spotted on MALDI-TOF target plates (Applied Biosystems), before the deposit of 0.7&#x02009;&#x000B5;L CHCA (7&#x02009;mg/mL in ACN 50%, TFA 0.1%). Peptide mass determinations were carried out using the Applied Biosystems 5800 Proteomics Analyzer (Applied Biosystems) using established protocols (Carvalho et al., <xref ref-type="bibr" rid="B14">2013</xref>; Martins et al., <xref ref-type="bibr" rid="B48">2013</xref>, <xref ref-type="bibr" rid="B47">2014b</xref>). Proteins were identified, with ProteinPilot, by searching against the NCBInr database (restricted to fungi taxonomy, 1,291,260 sequences) with Mascot v2.3 (Matrix Science). Homology identification was retained with probability set at 95%. All identifications were confirmed manually.</p>
</sec>
<sec id="S2-11">
<title>Protein Functional Classification</title>
<p>The identified proteins were classified into categories according to the Munich Information Centre for Protein Sequences Functional Catalog.<xref ref-type="fn" rid="fn1"><sup>1</sup></xref> For proteins with no assigned function, homology searches were performed using the BlastP program against all non-redundant protein sequences deposited in the NCBI database<xref ref-type="fn" rid="fn2"><sup>2</sup></xref> to attribute putative functions. The cellular location of the extracellular proteins was predicted using WoLF-PSORT (Horton et al., <xref ref-type="bibr" rid="B28">2007</xref>).</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<p>Similar to our previous study (Frija et al., <xref ref-type="bibr" rid="B21">2013</xref>), herein we observed that <italic>P. janczewskii</italic> mediates a stereo-selective hydroxylation of LA yielding predominantly 3&#x003B2;-hydroxy-labdanolic acid (Figure <xref ref-type="fig" rid="F2">2</xref>) that displays an ion mass (<italic>m</italic>/<italic>z</italic>) of 363.2506 [LA]Na<sup>&#x0002B;</sup> (data not shown). In these static cultures (20&#x02009;mL), not all the LA was hydroxylated after the two months of incubation (Figure <xref ref-type="fig" rid="F2">2</xref>, lane III).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Thin layer chromatogram of <italic>Penicillium janczewskii</italic> cultures during the biotransformation of labdanolic acid (LA) to 3&#x003B2;-hydroxy-labdanolic acid (LA-OH): pure commercial LA (I); diethyl ether extract of <italic>P. janczewskii</italic> cultures in the LA medium at the incubation time (time 0) (II) and after 60&#x02009;days of growth (III); and diethyl ether extract of the negative control (IV, i.e., <italic>P. janczewskii</italic> cultures after 60&#x02009;days of cultivation in media without the LA extract). [Eluent: diethyl ether/<italic>n</italic>-hexane (3:1).]</p></caption>
<graphic xlink:href="fbioe-05-00045-g002.tif"/>
</fig>
<p>In this study, <italic>P. janczewskii</italic> mycelial and extracellular sub-proteomes after growth in LA or control media were analyzed using a 2DE approach (Figure <xref ref-type="fig" rid="F3">3</xref>). In both sub-proteomes, the protein extraction yields were slightly higher in the LA medium compared to the control yet retrieving a comparable number of total protein spots, notwithstanding the long incubation time used (Table <xref ref-type="table" rid="T1">1</xref>). Comparative proteomic analyses were undertaken to identify in each sub-proteome, the protein spots that increased during growth in the LA medium compared to the control medium (i.e., differential accumulation, ANOVA analysis, <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.05). The number of differentially accumulated proteins spots in the mycelial proteome and the secretome was respectively, 18 and 20, retrieving 17 and 7 unique protein species (Data Sheet S2 in Supplementary Material); herein depicted in Tables <xref ref-type="table" rid="T2">2</xref> and <xref ref-type="table" rid="T3">3</xref>, where proteins are grouped by functional categories. Regardless that the genome of this fungus is still unsequenced, a large fraction of the differential protein spots in either sub-proteome matched protein species annotated in <italic>Penicillium</italic> species already sequenced (e.g., <italic>P. chrysosporium, P. digitatum</italic>, and <italic>P. marnafreii</italic>) (Data Sheet S2 in Supplementary Material). Most of the remaining protein identifications were matched against sequences from <italic>Aspergillus</italic> species. The proteomic analysis provided a snap-shot view of major alterations provoked by the supplementation of the growth media with LA compared to control conditions (i.e., absence of LA). In general, the LA extract increased stress responses in <italic>P. janczewskii</italic>, especially against oxidative stress [e.g., superoxide dismutase (SD) and NAD(P)H-quinone oxidoreductase, Table <xref ref-type="table" rid="T2">2</xref>]. Catalases were also show to differentially accumulate (Table <xref ref-type="table" rid="T3">3</xref>); consistent with the detection of catalase activity (i.e., hydrogen peroxide decomposition assay) in the extracellular protein extracts from cultures grown in LA medium. A detailed description of important cellular events likely associated with the identified differential protein species (Tables <xref ref-type="table" rid="T2">2</xref> and <xref ref-type="table" rid="T3">3</xref>) is presented in the Section &#x0201C;<xref ref-type="sec" rid="S4">Discussion</xref>.&#x0201D;</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Two-dimensional gels obtained for the mycelia <bold>(A)</bold> and secretome <bold>(B)</bold> of <italic>Penicillium janczewskii</italic> cultures grown for 60&#x02009;days in the presence of labdanolic acid. The spots highlighted showed a statistically significant increase (<italic>p</italic>-value&#x02009;&#x0003C;&#x02009;0.05) during cultivation in media supplemented with the plant terpenoid (protein identifications are depicted in Tables <xref ref-type="table" rid="T2">2</xref> and <xref ref-type="table" rid="T3">3</xref>).</p></caption>
<graphic xlink:href="fbioe-05-00045-g003.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Protein extraction yield and number of identified spots in the 2DE gels.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2" colspan="2">Media/sample</th>
<th valign="top" align="center" rowspan="2">Protein yield</th>
<th valign="top" align="center" colspan="2">Number of spots<hr/></th>
</tr>
<tr>
<th valign="top" align="center">Total number</th>
<th valign="top" align="center">Differentially accumulated</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Labdanolic acid</td>
<td align="left" valign="top">Mycelial</td>
<td align="center" valign="top">3.76&#x02009;&#x000B1;&#x02009;2.06&#x02009;&#x000B5;g/g FW</td>
<td align="center" valign="top">714&#x02009;&#x000B1;&#x02009;19</td>
<td align="center" valign="top">18</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Secretome</td>
<td align="center" valign="top">2.99&#x02009;&#x000B1;&#x02009;0.43&#x02009;&#x000B5;g/mL</td>
<td align="center" valign="top">209&#x02009;&#x000B1;&#x02009;18</td>
<td align="center" valign="top">20</td>
</tr>
<tr>
<td align="left" valign="top">Control</td>
<td align="left" valign="top">Mycelial</td>
<td align="center" valign="top">2.69&#x02009;&#x000B1;&#x02009;0.42&#x02009;&#x000B5;g/g FW</td>
<td align="center" valign="top">733&#x02009;&#x000B1;&#x02009;23</td>
<td align="center" valign="top">&#x02013;</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Secretome</td>
<td align="center" valign="top">1.44&#x02009;&#x000B1;&#x02009;0.29&#x02009;&#x000B5;g/mL</td>
<td align="center" valign="top">209&#x02009;&#x000B1;&#x02009;6</td>
<td align="center" valign="top">&#x02013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot><p><italic>FW, fresh weight</italic>.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p><italic>Penicillium janczewskii</italic> mycelial proteins identified in the 2DE differentially accumulated protein spots [fold change (FC)] in the labdanolic acid medium when compared to the control medium.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Spot &#x00023;<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></th>
<th valign="top" align="left">FC<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></th>
<th valign="top" align="left"><italic>p</italic>-Value<xref ref-type="table-fn" rid="tfn3"><sup>c</sup></xref></th>
<th valign="top" align="left">NCBI (gi)</th>
<th valign="top" align="left">Protein name</th>
<th valign="top" align="left">Organism</th>
<th valign="top" align="left">Subcellular location<xref ref-type="table-fn" rid="tfn4"><sup>d</sup></xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="7"><bold>Mitochondria</bold></td>
</tr>
<tr>
<td align="left" valign="top">3851</td>
<td align="left" valign="top">4.2</td>
<td align="left" valign="top">0.002</td>
<td align="left" valign="top">238491872</td>
<td align="left" valign="top">Outer mitochondrial membrane protein porin</td>
<td align="left" valign="top"><italic>Aspergillus flavus</italic></td>
<td align="left" valign="top">Mitochondria</td>
</tr>
<tr>
<td align="left" valign="top">4041</td>
<td align="left" valign="top">4.8</td>
<td align="left" valign="top">0.002</td>
<td align="left" valign="top">255954547</td>
<td align="left" valign="top">Succinate dehydrogenase</td>
<td align="left" valign="top"><italic>Penicillium digitatum</italic></td>
<td align="left" valign="top">Mitochondria</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7"><bold>Defense and pathogenesis</bold></td>
</tr>
<tr>
<td align="left" valign="top">3914</td>
<td align="left" valign="top">3.4</td>
<td align="left" valign="top">0.0007</td>
<td align="left" valign="top">144952798</td>
<td align="left" valign="top">16&#x02009;kDa allergen</td>
<td align="left" valign="top"><italic>P. chrysogenum</italic></td>
<td align="left" valign="top">Extracellular</td>
</tr>
<tr>
<td align="left" valign="top">3918</td>
<td align="left" valign="top">4.6</td>
<td align="left" valign="top">0.0008</td>
<td align="left" valign="top">425766829</td>
<td align="left" valign="top">Allergen Asp f 15</td>
<td align="left" valign="top"><italic>P. digitatum</italic></td>
<td align="left" valign="top">Extracellular</td>
</tr>
<tr>
<td align="left" valign="top">3905</td>
<td align="left" valign="top">3.9</td>
<td align="left" valign="top">0.0007</td>
<td align="left" valign="top">51702151</td>
<td align="left" valign="top">Superoxide dismutase (SD) [Cu&#x02013;Zn]</td>
<td align="left" valign="top"><italic>A. nidulans</italic></td>
<td align="left" valign="top">Cytosol</td>
</tr>
<tr>
<td align="left" valign="top">3938</td>
<td align="left" valign="top">4.0</td>
<td align="left" valign="top">0.005</td>
<td align="left" valign="top">51702125</td>
<td align="left" valign="top">SD [Cu&#x02013;Zn]</td>
<td align="left" valign="top"><italic>A. flavus</italic></td>
<td align="left" valign="top">Cytosol</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7"><bold>Protein and nucleotide</bold></td>
</tr>
<tr>
<td align="left" valign="top">4012</td>
<td align="left" valign="top">3.9</td>
<td align="left" valign="top">0.003</td>
<td align="left" valign="top">70984978</td>
<td align="left" valign="top">Nucleoside diphosphate kinase</td>
<td align="left" valign="top"><italic>A. fumigatus</italic></td>
<td align="left" valign="top">Cytosol/nuclear</td>
</tr>
<tr>
<td align="left" valign="top">3901</td>
<td align="left" valign="top">3.3</td>
<td align="left" valign="top">0.0004</td>
<td align="left" valign="top">255942649</td>
<td align="left" valign="top">Ribosomal protein</td>
<td align="left" valign="top"><italic>P. chrysogenum</italic></td>
<td align="left" valign="top">Cytosol</td>
</tr>
<tr>
<td align="left" valign="top">2563</td>
<td align="left" valign="top">3.6</td>
<td align="left" valign="top">0.009</td>
<td align="left" valign="top">93140599</td>
<td align="left" valign="top">Peptidyl-prolyl cis&#x02013;trans isomerase</td>
<td align="left" valign="top"><italic>Ustilago maydis</italic></td>
<td align="left" valign="top">Unknown</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7"><bold>Miscellaneous</bold></td>
</tr>
<tr>
<td align="left" valign="top">1304</td>
<td align="left" valign="top">1.9</td>
<td align="left" valign="top">0.023</td>
<td align="left" valign="top">119497213</td>
<td align="left" valign="top">NADH-quinone oxidoreductase</td>
<td align="left" valign="top"><italic>Neosartorya fischeri</italic></td>
<td align="left" valign="top">Cytosol</td>
</tr>
<tr>
<td align="left" valign="top">3998<xref ref-type="table-fn" rid="tfn5"><sup>e</sup></xref></td>
<td align="left" valign="top">5.3</td>
<td align="left" valign="top">0.0008</td>
<td align="left" valign="top">255936587</td>
<td align="left" valign="top">Unknown function protein</td>
<td align="left" valign="top"><italic>P. chrysogenum</italic></td>
<td align="left" valign="top">Cytosol</td>
</tr>
<tr>
<td align="left" valign="top">4014</td>
<td align="left" valign="top">6.7</td>
<td align="left" valign="top">0.0002</td>
<td align="left" valign="top">121719277</td>
<td align="left" valign="top">BYS1 domain protein</td>
<td align="left" valign="top"><italic>A. clavatus</italic></td>
<td align="left" valign="top">Extracellular</td>
</tr>
<tr>
<td align="left" valign="top">4023</td>
<td align="left" valign="top">8.8</td>
<td align="left" valign="top">0.0002</td>
<td align="left" valign="top">238506637</td>
<td align="left" valign="top">Unknown function protein</td>
<td align="left" valign="top"><italic>A. flavus</italic></td>
<td align="left" valign="top">Extracellular</td>
</tr>
<tr>
<td align="left" valign="top">3998<xref ref-type="table-fn" rid="tfn5"><sup>e</sup></xref></td>
<td align="left" valign="top">5.3</td>
<td align="left" valign="top">0.0008</td>
<td align="left" valign="top">238506637</td>
<td align="left" valign="top">Unknown function protein</td>
<td align="left" valign="top"><italic>A. flavus</italic></td>
<td align="left" valign="top">Extracellular</td>
</tr>
<tr>
<td align="left" valign="top">3840</td>
<td align="left" valign="top">2118</td>
<td align="left" valign="top">0.0003</td>
<td align="left" valign="top">255936199</td>
<td align="left" valign="top">Unknown function protein</td>
<td align="left" valign="top"><italic>P. chrysogenum</italic></td>
<td align="left" valign="top">Extracellular</td>
</tr>
<tr>
<td align="left" valign="top">3839</td>
<td align="left" valign="top">317.8</td>
<td align="left" valign="top">0.0003</td>
<td align="left" valign="top">255936199</td>
<td align="left" valign="top">Unknown function protein</td>
<td align="left" valign="top"><italic>P. chrysogenum</italic></td>
<td align="left" valign="top">Extracellular</td>
</tr>
<tr>
<td align="left" valign="top">4060</td>
<td align="left" valign="top">2.8</td>
<td align="left" valign="top">0.013</td>
<td align="left" valign="top">255936199</td>
<td align="left" valign="top">Unknown function protein</td>
<td align="left" valign="top"><italic>P. chrysogenum</italic></td>
<td align="left" valign="top">Extracellular</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Protein species are grouped by their functional classification. One differential protein spot has not retrieved any protein identification</italic>.</p>
<fn id="tfn1"><p><italic><sup>a</sup>Numbered accordingly to the 2DE map of mycelia proteins of Penicillium janczewskii</italic>.</p></fn>
<fn id="tfn2"><p><italic><sup>b</sup>FC calculated using SameSpots software</italic>.</p></fn>
<fn id="tfn3"><p><italic><sup>c</sup>ANOVA p-value calculated using SameSpots software</italic>.</p></fn>
<fn id="tfn4"><p><italic><sup>d</sup>Predicted by WoLF-PSORT (Horton et al., <xref ref-type="bibr" rid="B28">2007</xref>)</italic>.</p></fn>
<fn id="tfn5"><p><italic><sup>e</sup>Protein spots that retrieved more than one protein identification</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p><italic>Penicillium janczewskii</italic> extracellular proteins identified in the 2DE differentially accumulated protein spots [fold change (FC)] in the labdanolic acid (LA) medium when compared to the control medium.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Spot &#x00023;<xref ref-type="table-fn" rid="tfn6"><sup>a</sup></xref></th>
<th valign="top" align="left">FC<xref ref-type="table-fn" rid="tfn7"><sup>b</sup></xref></th>
<th valign="top" align="left"><italic>p</italic>-Value<xref ref-type="table-fn" rid="tfn8"><sup>c</sup></xref></th>
<th valign="top" align="left">NCBI accession (gi)</th>
<th valign="top" align="left">Organism</th>
<th valign="top" align="left">Protein name</th>
<th valign="top" align="center">SigP<xref ref-type="table-fn" rid="tfn9"><sup>d</sup></xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="7"><bold>LA biotransformation</bold></td>
</tr>
<tr>
<td align="left" valign="top">126</td>
<td align="left" valign="top">1.17</td>
<td align="left" valign="top">0.006468</td>
<td align="left" valign="top">346326084</td>
<td align="left" valign="top"><italic>Cordyceps militaris</italic></td>
<td align="left" valign="top">Putative cytochrome P450 monooxygenase<xref ref-type="table-fn" rid="tfn11"><sup>f</sup></xref></td>
<td align="center" valign="top">N</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7"><bold>Fungal cell wall remodeling</bold></td>
</tr>
<tr>
<td align="left" valign="top">115</td>
<td align="left" valign="top">1.23</td>
<td align="left" valign="top">0.000704</td>
<td align="left" valign="top" rowspan="2">70985687</td>
<td align="left" valign="top" rowspan="2"><italic>Aspergillus fumigatus</italic></td>
<td align="left" valign="top" rowspan="2">GPI-anchored cell wall &#x003B2;-1,3-endoglucanase EglC</td>
<td align="center" valign="top" rowspan="2">Y</td>
</tr>
<tr>
<td align="left" valign="top">117</td>
<td align="left" valign="top">1.2</td>
<td align="left" valign="top">0.037162</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7"><bold>Protease/nitrogen</bold></td>
</tr>
<tr>
<td align="left" valign="top">60</td>
<td align="left" valign="top">0.83</td>
<td align="left" valign="top">0.002876</td>
<td align="left" valign="top" rowspan="3">169770151</td>
<td align="left" valign="top" rowspan="3"><italic>A. oryzae</italic></td>
<td align="left" valign="top" rowspan="3">Leucine aminopeptidase 2</td>
<td align="center" valign="top" rowspan="3">Y</td>
</tr>
<tr>
<td align="left" valign="top">105<xref ref-type="table-fn" rid="tfn10"><sup>e</sup></xref></td>
<td align="left" valign="top">0.92</td>
<td align="left" valign="top">0.036227</td>
</tr>
<tr>
<td align="left" valign="top">134</td>
<td align="left" valign="top">0.91</td>
<td align="left" valign="top">0.048728</td>
</tr>
<tr>
<td align="left" valign="top">76<xref ref-type="table-fn" rid="tfn10"><sup>e</sup></xref></td>
<td align="left" valign="top">0.81</td>
<td align="left" valign="top">0.034241</td>
<td align="left" valign="top" rowspan="2">121698850</td>
<td align="left" valign="top" rowspan="2"><italic>A. fumigatus</italic></td>
<td align="left" valign="top" rowspan="2">Secreted dipeptidyl peptidase</td>
<td align="center" valign="top" rowspan="2">Y</td>
</tr>
<tr>
<td align="left" valign="top">129</td>
<td align="left" valign="top">1.22</td>
<td align="left" valign="top">0.004811</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7"><bold>Defense</bold></td>
</tr>
<tr>
<td align="left" valign="top">14</td>
<td align="left" valign="top">0.87</td>
<td align="left" valign="top">0.013724</td>
<td align="left" valign="top" rowspan="4">82754305</td>
<td align="left" valign="top" rowspan="4"><italic>Penicillium citrinum</italic></td>
<td align="left" valign="top" rowspan="4">Catalase</td>
<td align="center" valign="top" rowspan="4">Y</td>
</tr>
<tr>
<td align="left" valign="top">41</td>
<td align="left" valign="top">1.16</td>
<td align="left" valign="top">0.042395</td>
</tr>
<tr>
<td align="left" valign="top">73</td>
<td align="left" valign="top">1.12</td>
<td align="left" valign="top">0.007392</td>
</tr>
<tr>
<td align="left" valign="top">76<xref ref-type="table-fn" rid="tfn10"><sup>e</sup></xref></td>
<td align="left" valign="top">0.81</td>
<td align="left" valign="top">0.034241</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7"><bold>Miscellaneous/unknown</bold></td>
</tr>
<tr>
<td align="left" valign="top">300</td>
<td align="left" valign="top">1.43</td>
<td align="left" valign="top">0.001527</td>
<td align="left" valign="top">302505575</td>
<td align="left" valign="top"><italic>Arthroderma benhamiae</italic></td>
<td align="left" valign="top">FAD/FMN-containing isoamyl alcohol oxidase Mrea-like</td>
<td align="center" valign="top">N</td>
</tr>
<tr>
<td align="left" valign="top">105<xref ref-type="table-fn" rid="tfn10"><sup>e</sup></xref></td>
<td align="left" valign="top">0.92</td>
<td align="left" valign="top">0.036227</td>
<td align="left" valign="top">328854667</td>
<td align="left" valign="top"><italic>Melampsora larici-populina</italic></td>
<td align="left" valign="top">Unknown function protein</td>
<td align="center" valign="top">N</td>
</tr>
</tbody>
</table>
<table-wrap-foot><p><italic>Protein species are grouped by their functional classification. Eight differential protein spots, out of 20, have not retrieved any protein identification</italic>.</p>
<fn id="tfn6"><p><italic><sup>a</sup>Numbered accordingly to the 2DE map of mycelia proteins of Penicillium janczewskii</italic>.</p></fn>
<fn id="tfn7"><p><italic><sup>b</sup>FC calculated as the ratio between the normalized volumes of the spots in the LA- and control media</italic>.</p></fn>
<fn id="tfn8"><p><italic><sup>c</sup>ANOVA p-value calculated using X-stat</italic>.</p></fn>
<fn id="tfn9"><p><italic><sup>d</sup>Predicted by WoLF-PSORT (Horton et al., <xref ref-type="bibr" rid="B28">2007</xref>)</italic>.</p></fn>
<fn id="tfn10"><p><italic><sup>e</sup>Protein spots that retrieved more than one protein identification; Spot 105 also retrieved identification as unknown function protein</italic>.</p></fn>
<fn id="tfn11"><p><italic><sup>f</sup>The protein shows significant homology to CYP503B1 from <italic>Beauveria bassiana</italic> [gi: 667649775; score: 313; expect: 3e<sup>&#x02212;100</sup>; identities: 183/361 (51%); positives: 221/361; gaps: 7 3/361 (19%)]</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Among the set of identified protein species up-accumulated in the presence of LA, only a putative cytochrome P450 monooxygenase (P450s or CYPs) [spot 126, fold change (FC)&#x02009;&#x0003D;&#x02009;1.17, Table <xref ref-type="table" rid="T3">3</xref>] came forward as capable of mediating the stereo-selective hydroxylation of the terpenoid. To investigate the involvement of P450 enzymes in the biotransformation of LA, their activity was inhibited <italic>in vivo</italic> using pure LA (0.02&#x02009;mg/mL) as a substitute of the plant extract (containing &#x02248;0.04&#x02009;mg/mL of LA). In the absence of P450 inhibitors, the bioconversion rate of pure LA reached <italic>ca</italic>. 40% at the 21<sup>st</sup> day of incubation, whereas in their presence the conversion was significantly inhibited, dropping to <italic>ca</italic>. 18% (Table <xref ref-type="table" rid="T4">4</xref>, HPLC). To further verify that the stereo-selective hydroxylation of LA has occurred, the presence of 3&#x003B2;-hydroxy-labdanolic acid was verified by its ion mass using high resolution mass spectrometry. The MS results showed that the ion mass of LA could be detected in cultures grown in either the absence or presence of the P450 inhibitor (Figures <xref ref-type="fig" rid="F4">4</xref>B,C), whereas that of 3&#x003B2;-hydroxy-labdanolic acid could only be detected in cultures devoid of the P450 inhibitor (Figures <xref ref-type="fig" rid="F4">4</xref>D,E).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Biotransformation yields of pure labdanolic acid (LA) in the absence or presence of metyrapone (inhibitor of P450 activity) in <italic>Penicillium janczewskii</italic> cultures as determined by liquid chromatography.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Cultures</th>
<th valign="top" align="center">LA% consumption</th>
<th valign="top" align="center">LA<xref ref-type="table-fn" rid="tfn12"><sup>a</sup></xref> ion mass intensity</th>
<th valign="top" align="center">LA-OH<xref ref-type="table-fn" rid="tfn13"><sup>b</sup></xref> ion mass intensity</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">LA standard media</td>
<td align="center" valign="top">40.19&#x02009;&#x000B1;&#x02009;7.90</td>
<td align="center" valign="top">8.09e<sup>4</sup></td>
<td align="center" valign="top">1.59e<sup>4</sup></td>
</tr>
<tr>
<td align="left" valign="top">LA standard media&#x02009;&#x0002B;&#x02009;metyrapone</td>
<td align="center" valign="top">18.18&#x02009;&#x000B1;&#x02009;6.65</td>
<td align="center" valign="top">2.56e<sup>5</sup></td>
<td align="center" valign="top"><xref ref-type="table-fn" rid="tfn14"><sup>c</sup></xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot><p><italic>Labdanolic and 3&#x003B2;-hydroxy-labdanolic acid ion masses detected in the cultures by spectrometry considering only compounds reporting an error lower than 5&#x02009;ppm and a low noise/signal ratio</italic>.</p>
<fn id="tfn12"><p><italic><sup>a</sup>LA detected <italic>m</italic>/<italic>z</italic>&#x02009;&#x0003D;&#x02009;347.257 [M&#x02009;&#x0002B;&#x02009;Na]<sup>&#x0002B;</sup>, C<sub>20</sub>H<sub>36</sub>O<sub>3</sub>Na</italic>.</p></fn>
<fn id="tfn13"><p><italic><sup>b</sup>3&#x003B2;-Hydroxy-labdanolic acid (LA-OH) detected <italic>m</italic>/<italic>z</italic>&#x02009;&#x0003D;&#x02009;363.2506 [M&#x02009;&#x0002B;&#x02009;Na]<sup>&#x0002B;</sup>, C<sub>20</sub>H<sub>36</sub>O<sub>4</sub>Na</italic>.</p></fn>
<fn id="tfn14"><p><italic><sup>c</sup>Below the detection limits</italic>.</p></fn></table-wrap-foot></table-wrap>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Spectrometric analyses of the biotransformation of pure labdanolic acid (LA) in the absence or presence of metyrapone (inhibitor of P450 activity) in <italic>Penicillium janczewskii</italic> cultures. Total ion chromatograms <bold>(A)</bold>, extracted-ion chromatogram (XIC) obtained for LA <bold>(B)</bold> and for 3&#x003B2;-hydroxy-labdanolic acid <bold>(D)</bold>; and the isotopic pattern obtained for LA <bold>(C)</bold> and for 3&#x003B2;-hydroxy-labdanolic acid <bold>(E)</bold>, illustrating the data collected during the HPLC-ESI-HRMS analyses.</p></caption>
<graphic xlink:href="fbioe-05-00045-g004a.tif"/>
<graphic xlink:href="fbioe-05-00045-g004b.tif"/>
</fig>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<sec id="S4-1">
<title>LA Stereo-Specific Hydroxylation by <italic>P. janczewskii</italic></title>
<p>Terpenoids chemical modifications through biotransformation, in particular stereo-selective hydroxylation of non-activated carbons in their structures, provide derivatives which would be usually difficult to achieve by chemical methods (Frija et al., <xref ref-type="bibr" rid="B21">2013</xref>; Schrader and Bohlmann, <xref ref-type="bibr" rid="B59">2015</xref>; Kemper et al., <xref ref-type="bibr" rid="B34">2017</xref>). Fungi can biotransform terpenoids in particular product(s) and at specific rate(s) through multiple reactions strongly influenced by the cultivation conditions (Frija et al., <xref ref-type="bibr" rid="B20">2011</xref>; Ghasemi et al., <xref ref-type="bibr" rid="B23">2014</xref>; Mutafova et al., <xref ref-type="bibr" rid="B52">2016</xref>). However, production yields of each distinct product from a stereo-selective hydroxylation of the terpenoid are usually very low (2&#x02013;20%). Herein <italic>P. janczewskii</italic> could efficiently hydroxylate LA; regardless that not all LA was converted to LA-OH (Figure <xref ref-type="fig" rid="F2">2</xref>, lane III). When pure LA (0.02&#x02009;mg/mL) was used as a substitute of the plant extract (containing &#x02248;0.04&#x02009;mg/mL of LA), the bioconversion rate reached <italic>ca</italic>. 40% at the 21<sup>st</sup> day of incubation (Table <xref ref-type="table" rid="T4">4</xref>; Figure <xref ref-type="fig" rid="F4">4</xref>).</p>
<p>In most studies reported so far, the terpenoid containing medium is inoculated with mycelia (previously grown in a standard growth medium) and agitated batch or fed-batch cultivation conditions are used (Frija et al., <xref ref-type="bibr" rid="B20">2011</xref>; Schrader and Bohlmann, <xref ref-type="bibr" rid="B59">2015</xref>; Mutafova et al., <xref ref-type="bibr" rid="B52">2016</xref>). Terpenoids are known to play major roles in plant defense mechanisms (Gershenzon and Dudareva, <xref ref-type="bibr" rid="B22">2007</xref>; Mutafova et al., <xref ref-type="bibr" rid="B52">2016</xref>), probably explaining why the LA plant extract inhibited the germination of <italic>P. janczewskii</italic> conidia in the agitated cultures. In our previous study, even at static conditions, germination of conidia was only observed in three out of the eight fungal strains tested (Frija et al., <xref ref-type="bibr" rid="B20">2011</xref>). Several studies support the catabolic potential of <italic>P. janczewskii</italic>, e.g., for producing secondary metabolites (Madi and Katan, <xref ref-type="bibr" rid="B41">1998</xref>), exo-inulinases (Pessoni et al., <xref ref-type="bibr" rid="B56">2007</xref>), xylanases (Terrasan et al., <xref ref-type="bibr" rid="B64">2010</xref>, <xref ref-type="bibr" rid="B65">2016</xref>, <xref ref-type="bibr" rid="B66">2017</xref>), and galactosidases (Zhang et al., <xref ref-type="bibr" rid="B76">2011</xref>), as well as its ecological relevance in modulating plant&#x02013;fungi interactions, either antagonizing (Madi and Katan, <xref ref-type="bibr" rid="B41">1998</xref>) or stimulating (Kwasna, <xref ref-type="bibr" rid="B36">2004</xref>) important plant pathogenic fungi.</p>
<p>Comparative proteomic analyses (Figure <xref ref-type="fig" rid="F3">3</xref>) of <italic>P. janczewskii</italic> sub-proteomes allowed the identification of 24 unique protein species that differentially accumulated during growth on the LA medium (Tables <xref ref-type="table" rid="T2">2</xref> and <xref ref-type="table" rid="T3">3</xref>; Data Sheet S2 in Supplementary Material). A small number of distinct proteins spots (Tables <xref ref-type="table" rid="T2">2</xref> and <xref ref-type="table" rid="T3">3</xref>) retrieved identical functional annotations that might result from posttranslational modifications of the same gene product (i.e., proteolysis, glycosylation, and phosphorylation) (Mann and Jensen, <xref ref-type="bibr" rid="B44">2003</xref>) or from the presence of sequence-related isoforms encoded by distinct paralogs (V&#x000F6;disch et al., <xref ref-type="bibr" rid="B73">2009</xref>). Since <italic>P. janczewskii</italic> fully annotated genome sequence is not yet available on the basis of MS data alone, one cannot discriminate between these two possibilities.</p>
</sec>
<sec id="S4-2">
<title>Stress Responses to LA Exposure in <italic>P. janczewskii</italic> Cultures</title>
<p>The biological effect of labdane-type terpenoids (e.g., manoyl oxides) is usually associated with their lipophilicity, and the presence of specific end groups that may interact with cellular membranes altering their permeability and ultimately leading to severe damage and lipid peroxidation (Matsingou and Demetzos, <xref ref-type="bibr" rid="B49">2007</xref>). Terpenoids usually lead to accumulation of intracellular reactive oxygen species (ROS) (Liu et al., <xref ref-type="bibr" rid="B40">2013</xref>) and increase oxidative stress response both at transcript (e.g., <italic>Grosmannia clavigera</italic> expose to pine extract) (Hesse-Orce et al., <xref ref-type="bibr" rid="B27">2010</xref>) and protein levels (e.g., <italic>Saccharomyces cerevisiae</italic> incubation with <sc>d</sc>-limonene) (Liu et al., <xref ref-type="bibr" rid="B40">2013</xref>). ROS can severely damage the cells, causing oxidative damage of membranes, DNA and proteins, hence their levels are tightly regulated in fungi through a set of antioxidant responses both enzymatic (e.g., SOD, glutathione peroxidase, and catalase) and non-enzymatic (e.g., ubiquitinol and glutathione) (Aguirre et al., <xref ref-type="bibr" rid="B5">2006</xref>; Marschall and Tudzynski, <xref ref-type="bibr" rid="B45">2016</xref>). Several proteins species associated with antioxidant response, namely, SOD and catalase showed increased levels in the LA medium compared to control conditions (Tables <xref ref-type="table" rid="T2">2</xref> and <xref ref-type="table" rid="T3">3</xref>). In particular, SODs (spots 3905 and 3938, FC&#x02009;&#x0003D;&#x02009;3.9 and 4.0, respectively) that catalyze the dismutation of the superoxide radical, producing oxygen and/or hydrogen peroxide, constitute the first line of defense against oxidative stress in fungi (Belozerskaya and Gessler, <xref ref-type="bibr" rid="B7">2007</xref>). The produced hydrogen peroxide can be subsequently decomposed to water and molecular oxygen by catalases. Two catalases showed a minor increase in <italic>P. janczewskii</italic> secretome on LA (spots 41 and 73, Table <xref ref-type="table" rid="T3">3</xref>). This finding is consistent with their frequent detection in fungal secretomes undergoing oxidative stress conditions (Adav et al., <xref ref-type="bibr" rid="B3">2012</xref>; Martins et al., <xref ref-type="bibr" rid="B47">2014b</xref>). Supplementation of the growth media with catalase has been shown to reduce the ROS level and alleviated cell growth inhibition during <italic>S. cerevisiae</italic> cultivation in media containing <sc>d</sc>-limonene (Liu et al., <xref ref-type="bibr" rid="B40">2013</xref>).</p>
<p>Growth media supplementation with sclareol lead to increased oxygen consumption on <italic>Botrytis cinerea</italic> cultures, probably due to altered mitochondrial function (Mendoza et al., <xref ref-type="bibr" rid="B50">2015</xref>). In addition, &#x003B1;-pinene was shown to affect strongly the energy metabolism of mitochondria isolated from maize (Abrahim et al., <xref ref-type="bibr" rid="B2">2003</xref>; Mendoza et al., <xref ref-type="bibr" rid="B50">2015</xref>). This terpenoid provoked the uncoupling of oxidative phosphorylation and the inhibition of electron transfer, likely due to unspecific damage in the inner mitochondrial membrane (Abrahim et al., <xref ref-type="bibr" rid="B2">2003</xref>; Mendoza et al., <xref ref-type="bibr" rid="B50">2015</xref>). Similar findings were reported for &#x003B2;-pinene which strongly inhibited respiration in yeast cells and in their isolated mitochondria, probably due to its capacity to increase membrane fluidity (Uribe et al., <xref ref-type="bibr" rid="B68">1985</xref>). Herein, two mitochondrial proteins species increased in <italic>P. janczewskii</italic> mycelial proteome on LA, namely, outer mitochondrial membrane protein porin (spot 3851, FC&#x02009;&#x0003D;&#x02009;4.2) and succinate dehydrogenase (spot 4041, FC&#x02009;&#x0003D;&#x02009;4.8) (Table <xref ref-type="table" rid="T2">2</xref>). The last enzyme catalyzes the oxidation of succinate to fumarate with the reduction of ubiquinone to ubiquinol, coupling the citric acid cycle and the electron transport chain in the inner mitochondrial membrane. Mitochondrial ubiquinol acts as antioxidant molecule, participating in non-enzymatic anti-ROS mechanisms (Bai et al., <xref ref-type="bibr" rid="B6">2003</xref>; Dinkova-Kostova and Talalay, <xref ref-type="bibr" rid="B18">2010</xref>). LA apparently altered fungal mitochondrial proteins and led to the generation of ROS, notwithstanding its effects were less severe than those induced by more lipophilic terpenoids such as &#x003B1;-pinene and limonene (Abrahim et al., <xref ref-type="bibr" rid="B1">2000</xref>).</p>
<p>NAD(P)H-quinone oxidoreductase is a widely distributed FAD-dependent flavoprotein that promotes obligatory reductions of quinones (as well as of other aromatic molecules) thus dropping their intracellular levels and minimizing the generation of reactive oxygen intermediates by redox cycling (Dinkova-Kostova and Talalay, <xref ref-type="bibr" rid="B18">2010</xref>). It plays major antioxidant roles fighting oxidative stress and is induced as a stress-responsive protein, e.g., in human cells exposed to <italic>Angelica sinensis</italic> extracts (Dietz et al., <xref ref-type="bibr" rid="B17">2008</xref>) and in <italic>A. nidulans</italic> (AN0297) expose to either menadione (Pusztahelyi et al., <xref ref-type="bibr" rid="B57">2011</xref>) or ionic liquids (Martins et al., <xref ref-type="bibr" rid="B48">2013</xref>). LA also increased this stress response protein in the mycelia of <italic>P. janczewskii</italic> (spot 1304, FC&#x02009;&#x0003D;&#x02009;1.9, Table <xref ref-type="table" rid="T2">2</xref>).</p>
<p>A link between oxidative stress and increase of virulence has been suggested (Nikolaou et al., <xref ref-type="bibr" rid="B53">2009</xref>), which might explain the differential accumulation of allergens in the mycelial proteome on LA, namely, the 16&#x02009;kDa allergen and the allergen Asp f 15 (FC&#x02009;&#x0003D;&#x02009;3.4 and FC&#x02009;&#x0003D;&#x02009;4.6, respectively) (Table <xref ref-type="table" rid="T2">2</xref>). Other stress-related proteins that increased on LA include the ubiquitous and highly conserved nucleoside diphosphate kinase (spot 4012, FC&#x02009;&#x0003D;&#x02009;3.9, Table <xref ref-type="table" rid="T2">2</xref>). This enzyme is crucial for the cellular homeostasis of nucleosides triphosphate and diphosphate (Lee et al., <xref ref-type="bibr" rid="B39">2006</xref>). As an example, the transcription of its encoding gene is developmentally regulated and induced during stress response in <italic>Aspergillus</italic> spp. (Malavazi et al., <xref ref-type="bibr" rid="B43">2006</xref>).</p>
<p>In this study, major accumulation of the unknown function protein containing a Bys1 domain (spot 4014, FC&#x02009;&#x0003D;&#x02009;6.7, Table <xref ref-type="table" rid="T2">2</xref>) was found in the mycelial proteome on LA. The antifungal caspofungin has been also shown to increase the levels of a protein containing a Bys 1 domain in <italic>A. fumigatus</italic> (Cagas et al., <xref ref-type="bibr" rid="B11">2011</xref>). This class of proteins has been associated to morphogenesis, in particular the encoding gene increases during the yeast phase of the dimorphic fungus <italic>Blastomyces dermatitidis</italic> (Burg and Smith, <xref ref-type="bibr" rid="B10">1994</xref>), notwithstanding the protein could not be identified in a proteomic deep analysis of dimorphism in <italic>P. marneffei</italic> (Chandler et al., <xref ref-type="bibr" rid="B15">2008</xref>).</p>
<p>The differential protein spot number 3998 (FC&#x02009;&#x0003D;&#x02009;5.3, Table <xref ref-type="table" rid="T2">2</xref>) in the mycelial proteome retrieved two protein identifications, hampering the differential analysis. Both were identified as unknown function protein: one as hypothetical protein with no characterized function; and, the other with high homology to Grg1&#x02014;a general stress protein involved in lifespan control, which was also identified in the spot 4023 (FC&#x02009;&#x0003D;&#x02009;8.8). <italic>grg1</italic> has been previously identified in dormant conidia of <italic>A. fumigatus</italic> (Sugui et al., <xref ref-type="bibr" rid="B63">2008</xref>) and levels increased during starvation and asexual development in <italic>Neurospora crassa</italic> (<italic>ccg-1</italic>) (Xie et al., <xref ref-type="bibr" rid="B74">2004</xref>). In this study, at the end of the cultivation conidia were visible in the mycelial mat at the liquid air interface (data not shown).</p>
<p>Additional spots found to significantly increase in the mycelial proteome on LA media (3840, 3839, and 4060 with FC&#x02009;&#x0003D;&#x02009;2,118, 317.8, and 2.8, respectively, Table <xref ref-type="table" rid="T2">2</xref>), were however identified as uncharacterized proteins. Future functional and kinetic studies on fungal proteins are essential to elucidate their roles during fungal growth in media supplemented with the plant terpenoid.</p>
</sec>
<sec id="S4-3">
<title>LA Hydroxylation</title>
<p>The differential accumulation of a putative P450 (spot 126, FC&#x02009;&#x0003D;&#x02009;1.17) was found in the fungal secretome on LA (Table <xref ref-type="table" rid="T3">3</xref>). This poorly characterized protein shows homology to a predicted P450 in <italic>Cordyceps militaris</italic> that is thought to contain only 290 amino acid residues. CYPs putative sequence lengths in <italic>A. nidulans</italic> (CYPome) were manually corrected from (286&#x02013;750) to (417&#x02013;607) amino acid residues (e.g., correction of incorrect exons and start/stop sequences) (Kelly et al., <xref ref-type="bibr" rid="B33">2009</xref>). To the best of our knowledge, a similar analysis is missing in the CYPome of <italic>C. militaris</italic>, hence this predicted P450 possibly contains more than 290 residues. It shows also significant homology to CYP503B1 from <italic>Beauveria bassiana</italic> (Table <xref ref-type="table" rid="T3">3</xref>); a class usually associated with the production of secondary metabolites in <italic>A. nidulans</italic> (Kelly et al., <xref ref-type="bibr" rid="B33">2009</xref>; Moktali et al., <xref ref-type="bibr" rid="B51">2012</xref>).</p>
<p>Genome sequencing projects on fungi are continuously revealing an increasing number of P450s (Park et al., <xref ref-type="bibr" rid="B55">2008</xref>; Urlacher and Girhard, <xref ref-type="bibr" rid="B70">2012</xref>; Chen et al., <xref ref-type="bibr" rid="B16">2014</xref>), regardless the function of many remain unknown (Urlacher and Eiben, <xref ref-type="bibr" rid="B69">2006</xref>; Chen et al., <xref ref-type="bibr" rid="B16">2014</xref>). In fungi these enzymes play critical roles in the adaptation to specific ecological and/or nutritional niches by modifying potentially harmful chemicals, as well as in the production of an array of secondary metabolites. Interestingly, pine terpenoids increased the expression levels of several P450 genes of the secondary metabolism in <italic>G. clavigera</italic>, linking the encoded enzymes to their biotransformation (Lah et al., <xref ref-type="bibr" rid="B37">2013</xref>).</p>
<p>P450s catalyze many reactions, such as oxygenation, dealkylation, epoxidation, reduction, dehalogenation and carbon hydroxylation (Urlacher and Girhard, <xref ref-type="bibr" rid="B70">2012</xref>), including high stereo- and regio- selective hydroxylation of non-activated carbons, e.g., in <italic>Cochliobolus lunatus</italic> (Lah et al., <xref ref-type="bibr" rid="B38">2011</xref>). They participate in the detoxification of a broad range of xenobiotics, particularly by mediating their initial modification (phase I), before transferase activity (conjugation with, e.g., glucoside, glucuronide, and sulfate&#x02014;phase II) and cellular excretion (phase III) (Sch&#x000E4;fer et al., <xref ref-type="bibr" rid="B58">2004</xref>; Harms et al., <xref ref-type="bibr" rid="B25">2011</xref>). None of the <italic>P. janczewskii</italic> differential accumulated proteins species on LA was identified as a transferase. However, conjugates of either LA or 3&#x003B2;-hydroxy-labdanolic acid, if any, might have been de-conjugated upon their cellular excretion through a reaction mediated by a catalase (Campoy et al., <xref ref-type="bibr" rid="B12">2009</xref>). In fact, catalases were identified in multiple protein spots in the differential secretome (Table <xref ref-type="table" rid="T3">3</xref>), and extracellular catalase activity was also detected.</p>
<p>The putative P450 identified herein (Table <xref ref-type="table" rid="T3">3</xref>) is devoid of typical signal peptide sequence, notwithstanding its cellular compartmentalization is largely unknown (WoLF-PSORT predicted cellular locations: 12 plasma membrane bound; 6 extracellular; 3 endoplasmatic reticulum; 2 peroxisome; and 2 vacuolar). Though usually P450s are regarded as membrane-associated enzymes, they are increasingly being associated to the secretome (Druzhinina et al., <xref ref-type="bibr" rid="B19">2012</xref>) as a consequence of autolysis or mycelial fragmentation (Kubicek, <xref ref-type="bibr" rid="B35">2013</xref>) as well as secretion, e.g., secretome of <italic>Postia placenta</italic> growth on wood (5&#x02009;days) (Vanden Wymelenberg et al., <xref ref-type="bibr" rid="B72">2010</xref>). P450s found in fungal secretomes match multiple classes including some typically regarded as intracellular, emphasizing that current knowledge is still scarce for predicting the function of such uncharacterized enzymes. Several P450s have been linked to lignin degradation upon their detection in secretomes of fungi grown in lignocellulosic substrates (similar or twofold incubation time compared to that used here), e.g., <italic>Phanerochaete carnosa</italic> (Mahajan and Master, <xref ref-type="bibr" rid="B42">2010</xref>) and <italic>Trametes trogii</italic> (Ji et al., <xref ref-type="bibr" rid="B31">2012</xref>). In these studies, none of the P450 typical partners (i.e., NADPH-cytochrome P450 oxidoreductase) could be found in the fungal secretomes, similar to that observed here (Table <xref ref-type="table" rid="T3">3</xref>).</p>
<p>The stereo-selective hydroxylation of pure LA was substantially inhibited when P450 activity was inhibited <italic>in vivo</italic>. LA hydroxylation levels were <italic>ca</italic>. 40 and 18% in the absence and presence of metyrapone (Table <xref ref-type="table" rid="T4">4</xref>). The identity of 3&#x003B2;-hydroxy-labdanolic acid as well as LA were verified by mass spectrometry retrieving ion masses for [M&#x02009;&#x0002B;&#x02009;Na]<sup>&#x0002B;</sup> of 363.2506 and 347.2570, respectively (full spectra and the isotopic pattern obtained for the extracts of the cultures is depicted in Figure <xref ref-type="fig" rid="F4">4</xref>). In the presence of metyrapone, the intensity of the ion chromatogram of 3&#x003B2;-hydroxy-labdanolic acid (Figure <xref ref-type="fig" rid="F4">4</xref>D) is comparable to the noise intensity; accordingly the corresponding isotopic pattern could not be extracted. This observation is consistent with the involvement of P450s in the biotransformation of LA.</p>
<p>Overall, the proteomic data provided novel information on the major cellular responses stimulated by the plant terpenoid during fungal growth, opening new perspectives of their role during plant&#x02013;fungi interactions. Advanced processes for the biotransformation of terpenoids may require the use of antioxidants. We hope our study may promote the development of novel valorization strategies through biotechnology for the major terpenoids of the widespread resource <italic>Cistus ladanifer</italic> L.</p>
</sec>
</sec>
<sec id="S5" sec-type="author-contributor">
<title>Author Contributions</title>
<p>IM executed all the proteome analyses and prepared the first draft of the manuscript. IM and AV executed the fungal cultivation and prepared the extracts for analytics. LF and ME produced the labdanolic extracts and provided analytical support. JR and SP performed the MS analyses for protein identification. CSP and CA conceived the study and performed critical revision of the data. CSP elaborated the final manuscript. All the authors contributed to the analysis and interpretation of data and have read and approved the final version of the manuscript.</p>
</sec>
<sec id="S6">
<title>Conflict of Interest Statement</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>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> IM and LF are grateful to Funda&#x000E7;&#x000E3;o para a Ci&#x000EA;ncia e a Tecnologia (FCT), Portugal, for the fellowships SFRH/BPD/110841/2015 and SFRH/BPD/99851/2014. The work was partially supported by FCT: PTDC/QUI/73061/2006, PTDC/QUI-QUI/119823/2010, and Pest-OE/SAU/UI4013/2011. The authors acknowledge funding from FCT through grant UID/Multi/04551/2013 (Research unit GREEN-it &#x0201C;Bioresources for Sustainability&#x0201D;). The authors wish to acknowledge the technical support provided by M&#x000AA; Cristina Leit&#x000E3;o for executing the HPLC analyses and Dr. Ricardo Gomes for the HRMS data obtained (UniMS&#x02014;Mass Spectrometry Unit, ITQB NOVA/iBET, Oeiras, Portugal).</p></fn>
</fn-group>
<sec id="S7" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at <uri xlink:href="http://journal.frontiersin.org/article/10.3389/fbioe.2017.00045/full&#x00023;supplementary-material">http://journal.frontiersin.org/article/10.3389/fbioe.2017.00045/full&#x00023;supplementary-material</uri>.</p>
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