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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2017.00546</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Inflammatory Gene Expression in Whole Peripheral Blood at Early Stages of Sporadic Amyotrophic Lateral Sclerosis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Andr&#x000E9;s-Benito</surname> <given-names>Pol</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Moreno</surname> <given-names>Jes&#x000FA;s</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Dom&#x000ED;nguez</surname> <given-names>Ra&#x000FA;l</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Aso</surname> <given-names>Ester</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Povedano</surname> <given-names>M&#x000F3;nica</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ferrer</surname> <given-names>Isidro</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x0002A;</xref>
<uri xlink:href="http://frontiersin.org/people/u/4546"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Neuropathology, Pathologic Anatomy Service, Bellvitge University Hospital, IDIBELL</institution>, <addr-line>Hospitalet de Llobregat</addr-line>, <country>Spain</country></aff>
<aff id="aff2"><sup>2</sup><institution>Biomedical Network Research Center on Neurodegenerative Diseases (CIBERNED), Institute Carlos III</institution>, <addr-line>Hospitalet de Llobregat</addr-line>, <country>Spain</country></aff>
<aff id="aff3"><sup>3</sup><institution>Functional Unit of Amyotrophic Lateral Sclerosis (UFELA), Service of Neurology, Bellvitge University Hospital</institution>, <addr-line>Hospitalet de Llobregat</addr-line>, <country>Spain</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Pathology and Experimental Therapeutics, University of Barcelona</institution>, <addr-line>Hospitalet de Llobregat</addr-line>, <country>Spain</country></aff>
<aff id="aff5"><sup>5</sup><institution>Institute of Neurosciences, University of Barcelona</institution>, <addr-line>Hospitalet de Llobregat</addr-line>, <country>Spain</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Ghazala Hayat, Saint Louis University, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Sebastian Aleksander Lewandowski, Karolinska Institute (KI), Sweden; Janice C. Wong, Brigham and Women&#x02019;s Hospital, United States</p></fn>
<corresp content-type="corresp" id="cor1">&#x0002A;Correspondence: Isidro Ferrer, <email>8082ifa&#x00040;gmail.com</email></corresp>
<fn fn-type="other" id="fn001"><p>Specialty section: This article was submitted to Neuromuscular Diseases, a section of the journal Frontiers in Neurology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>10</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>546</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>05</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>09</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Andr&#x000E9;s-Benito, Moreno, Dom&#x000ED;nguez, Aso, Povedano and Ferrer.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Andr&#x000E9;s-Benito, Moreno, Dom&#x000ED;nguez, Aso, Povedano and Ferrer</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 abstract-type="executive-summary">
<sec id="ST1">
<title>Objective</title>
<p>Characterization of altered expression of selected transcripts linked to inflammation in the peripheral blood of sporadic amyotrophic lateral sclerosis (sALS) patients at early stage of disease to increase knowledge about peripheral inflammatory response in sALS.</p>
</sec>
<sec id="ST2">
<title>Methods</title>
<p>RNA expression levels of 45 genes were assessed by RT-qPCR in 22 sALS cases in parallel with 13 age-matched controls. Clinical and serum parameters were assessed at the same time.</p>
</sec>
<sec id="ST3">
<title>Results</title>
<p>Upregulation of genes coding for factors involved in leukocyte extravasation (<italic>ITGB2, INPP5D, SELL</italic>, and <italic>ICAM1</italic>) and extracellular matrix remodeling (<italic>MMP9</italic> and <italic>TIMP2</italic>), as well as downregulation of certain chemokines (<italic>CCL5</italic> and <italic>CXC5R</italic>), anti-inflammatory cytokines (<italic>IL10, TGFB2</italic>, and <italic>IL10RA</italic>), pro-inflammatory cytokines (<italic>IL-6</italic>), and T-cell regulators (<italic>CD2</italic> and <italic>TRBC1</italic>) was found in sALS cases independently of gender, clinical symptoms at onset (spinal, respiratory, or bulbar), progression, peripheral leukocyte number, and integrity of RNA. <italic>MMP9</italic> levels positively correlated with age, whereas <italic>CCR5, CCL5</italic>, and <italic>TRBC1</italic> negatively correlated with age in sALS but not in controls. Relatively higher <italic>TNFA</italic> expression levels correlate with higher creatinine kinase protein levels in plasma.</p>
</sec>
<sec id="ST4">
<title>Conclusion</title>
<p>Present findings show early inflammatory responses characterized by upregulation of factors enabling extravasation of leukocytes and extracellular matrix remodeling in blood in sALS cases, in addition to increased <italic>TNFA</italic> levels paralleling skeletal muscle damage.</p>
</sec>
</abstract>
<kwd-group>
<kwd>amyotrophic lateral sclerosis</kwd>
<kwd>blood</kwd>
<kwd>cytokines</kwd>
<kwd>extracellular matrix</kwd>
<kwd>leukocyte extravasation</kwd>
</kwd-group>
<contract-num rid="cn01">IFI15/00035</contract-num>
<contract-sponsor id="cn01">Ministerio de Ciencia y Tecnolog&#x000ED;a<named-content content-type="fundref-id">10.13039/501100006280</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="55"/>
<page-count count="10"/>
<word-count count="6144"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="introduction">
<title>Introduction</title>
<p>Increase in the number of astrocytes and microglia, and activation of inflammatory responses are major pathological marks in the anterior horn of the spinal cord in amyotrophic lateral sclerosis (ALS). Chronic inflammation plays the principal role in motor neuron demise and parallels the severity of motor neuron damage. A plethora of receptors, modulatory factors, chemokines, and anti- and pro-inflammatory cytokines are involved in this process at advanced stages of the disease (<xref ref-type="bibr" rid="B1">1</xref>&#x02013;<xref ref-type="bibr" rid="B7">7</xref>). Inflammatory responses in the central nervous system are accompanied by modifications in blood and serum which may indicate a systemic inflammatory response in ALS (<xref ref-type="bibr" rid="B8">8</xref>&#x02013;<xref ref-type="bibr" rid="B11">11</xref>). Peripheral nerves, autonomic nervous system, and muscle are involved in ALS, and they are putative targets of inflammatory reactions (<xref ref-type="bibr" rid="B12">12</xref>&#x02013;<xref ref-type="bibr" rid="B18">18</xref>). Recent studies have also shown modifications in the intestinal microbiota in ALS (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>), thus categorizing ALS as a disease with multisystem involvement.</p>
<p>The majority of studies of blood and serum in ALS are at middle or advanced stages of the disease with or without treatment (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B21">21</xref>&#x02013;<xref ref-type="bibr" rid="B26">26</xref>), but information about early stages at the time when the patient first asks for medical counseling and the disease is then diagnosed is limited (<xref ref-type="bibr" rid="B27">27</xref>). The purpose of the present study was to increase knowledge about expression of transcripts linked to inflammation in whole blood samples of sporadic ALS (sALS) patients at initial clinical stages of the disease. The selection of genes was conducted including representative pro- and anti-inflammatory cytokines, chemokines, cytokine modulators, extracellular matrix remodeling-related factors, molecules involved in extravasation mechanisms, oxidative stress markers, and T-cell regulators. The expression of these molecules was assessed considering the variables RNA integrity, gender, clinical symptoms at onset (spinal, respiratory, or bulbar), disease progression, peripheral leukocyte number, and creatinine kinase protein levels in plasma.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2-1">
<title>Sample Description</title>
<p>Whole peripheral blood samples for mRNA expression and biochemical studies were obtained within the two first months after the diagnosis. Samples were obtained from 22 sALS patients (mean age at plasma sampling 62.5&#x02009;years; 16 men and 6 women) and 13 healthy age-matched controls (mean age at plasma sampling 65&#x02009;years; 11 men and 4 women). sALS patients were selected on the basis of early stage at the diagnosis with homogenous parameters of gender, age, and treatment, whereas controls were recruited on the basis of homogenous parameters of gender and age. Patients were evaluated clinically according to the main signs at onset (spinal, bulbar, and respiratory) and categorized according to disease progression as fast, expected, and slow progression depending on the survival or the clinical evolution in those still alive. Fast progression was considered in patients who survived less than 3&#x02009;years; expected progression was considered between 3 and 5&#x02009;years, and slow for those still alive after 5&#x02009;years. The ALS Functional Rating Scale Revised (ALS-FRS-R, version May 2015) was currently used in every case. No ALS cases or controls suffered from infection or inflammatory disorder at the time of sampling. None of them complained of systemic disease and none received any treatment related to ALS. No familial forms of ALS for <italic>C9ORF72, SOD1, TARDBP</italic>, and <italic>FUS</italic> mutations were detected when DNA of each patient was sequenced. Blood samples from sALS cases and age-matched controls were obtained following signed informed consent and approval by Clinical Research Ethics Committee (CEIC) of the Bellvitge University Hospital. A summary of cases is shown in Table <xref ref-type="table" rid="T1">1</xref>.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Summary of cases analyzed in the present study.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Case</th>
<th valign="top" align="center">Age at plasma sampling</th>
<th valign="top" align="center">Gender</th>
<th valign="top" align="center">Diagnosis</th>
<th valign="top" align="center">Initial symptoms</th>
<th valign="top" align="center">RIN value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">9.1</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="center" valign="top">68</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">9.2</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="center" valign="top">66</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">9.0</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">8.9</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="center" valign="top">74</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">8.0</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">8.3</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="center" valign="top">76</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">7.8</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="center" valign="top">67</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">6.1</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="center" valign="top">72</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">6.0</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="center" valign="top">44</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">6.0</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="center" valign="top">66</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">6.1</td>
</tr>
<tr>
<td align="left" valign="top">12</td>
<td align="center" valign="top">62</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">6.5</td>
</tr>
<tr>
<td align="left" valign="top">13</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">Control</td>
<td align="center" valign="top">&#x02013;</td>
<td align="center" valign="top">6.0</td>
</tr>
<tr>
<td align="left" valign="top">14</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">7.4</td>
</tr>
<tr>
<td align="left" valign="top">15</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">8.7</td>
</tr>
<tr>
<td align="left" valign="top">16</td>
<td align="center" valign="top">66</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Bulbar</td>
<td align="center" valign="top">8.9</td>
</tr>
<tr>
<td align="left" valign="top">17</td>
<td align="center" valign="top">53</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Bulbar</td>
<td align="center" valign="top">7.3</td>
</tr>
<tr>
<td align="left" valign="top">18</td>
<td align="center" valign="top">73</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Bulbar</td>
<td align="center" valign="top">8.6</td>
</tr>
<tr>
<td align="left" valign="top">19</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">8.9</td>
</tr>
<tr>
<td align="left" valign="top">20</td>
<td align="center" valign="top">43</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Bulbar</td>
<td align="center" valign="top">8.6</td>
</tr>
<tr>
<td align="left" valign="top">21</td>
<td align="center" valign="top">57</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Bulbar</td>
<td align="center" valign="top">7.4</td>
</tr>
<tr>
<td align="left" valign="top">22</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Bulbar</td>
<td align="center" valign="top">7.1</td>
</tr>
<tr>
<td align="left" valign="top">23</td>
<td align="center" valign="top">67</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Bulbar</td>
<td align="center" valign="top">7.4</td>
</tr>
<tr>
<td align="left" valign="top">24</td>
<td align="center" valign="top">73</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">6.1</td>
</tr>
<tr>
<td align="left" valign="top">25</td>
<td align="center" valign="top">73</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">6.0</td>
</tr>
<tr>
<td align="left" valign="top">26</td>
<td align="center" valign="top">59</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">8.7</td>
</tr>
<tr>
<td align="left" valign="top">27</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Respiratory</td>
<td align="center" valign="top">7.1</td>
</tr>
<tr>
<td align="left" valign="top">28</td>
<td align="center" valign="top">42</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Bulbar</td>
<td align="center" valign="top">9.2</td>
</tr>
<tr>
<td align="left" valign="top">29</td>
<td align="center" valign="top">75</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Respiratory</td>
<td align="center" valign="top">8.1</td>
</tr>
<tr>
<td align="left" valign="top">30</td>
<td align="center" valign="top">75</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Bulbar</td>
<td align="center" valign="top">7.9</td>
</tr>
<tr>
<td align="left" valign="top">31</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">8.3</td>
</tr>
<tr>
<td align="left" valign="top">32</td>
<td align="center" valign="top">77</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">7.4</td>
</tr>
<tr>
<td align="left" valign="top">33</td>
<td align="center" valign="top">55</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">8.5</td>
</tr>
<tr>
<td align="left" valign="top">34</td>
<td align="center" valign="top">69</td>
<td align="center" valign="top">M</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">8.6</td>
</tr>
<tr>
<td align="left" valign="top">35</td>
<td align="center" valign="top">71</td>
<td align="center" valign="top">F</td>
<td align="center" valign="top">ALS</td>
<td align="center" valign="top">Spinal</td>
<td align="center" valign="top">8.7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>ALS, amyotrophic lateral sclerosis; M, male; F, female; RIN, RNA integrity number</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S2-2">
<title>Blood Collection</title>
<p>In addition to current blood samples for hemogram and biochemical parameters, whole blood samples were collected using PAXgene Blood RNA Tube (PAXgene Blood RNA Tube, PreAnalytiX, Qiagen<sup>&#x000AE;</sup> GmbH, Hilden, GE) collecting system. Two PAXgene Blood RNA tubes were obtained per case. Samples were collected at the first visit once the clinical diagnosis was established. Tubes were kept for 2&#x02009;h at room temperature to ensure lysis of blood cells and then stored at &#x02212;20&#x000B0;C for 24&#x02009;h. Thereafter, tubes were transferred to &#x02212;80&#x000B0;C for at least 7&#x02009;days prior to processing.</p>
</sec>
<sec id="S2-3">
<title>White Blood Cells (WBC) Counting</title>
<p>Blood was collected in EDTA 3&#x02009;mL tubes and analyzed using flow-cytometry equipment. Technicon H-1, H-2, and H-3 apparatuses are discrete analyzers that perform complete blood and platelet counts, and leukocyte differential count. The instrument has a tungsten halogen light source and cytometer for leukocyte peroxidase analysis, with the addition of a helium-neon red laser for RBC/platelet and basophil determinations. Red blood cells are lysed, and fixed leukocytes flow in a stream sheath&#x02014;a layer of inert liquid of the same refractive index. The stream sheath serves to narrow the sample stream, which prevents clogging and keeps the flow cell clean. Within the cell flow, cells are classified one by one on the basis of size (determined by a dark-field light scatter detector) and cytochemical peroxidase reaction. Measurement of the peroxidase activity is sufficient for most of the WBC differential classification. Lymphocytes are identified as small, unstained cells. Large atypical lymphocytes, plasma cells, and some blasts are characterized as &#x0201C;large unstained cells&#x0201D; (LUCs). Eosinophils exhibit the strongest peroxidase activity and appear smaller than neutrophils because they absorb some of their own scatter signal. Neutrophils are large and have moderate peroxidase activity. Monocytes have somewhat weaker peroxidase staining and are, therefore, in the area to the left of the neutrophils and to the right of the LUCs. The instrument&#x02019;s computer automatically performs cluster analysis of the WBC subpopulations. The Technicon systems provide both relative (per cent) and absolute (&#x000D7;10<sup>9</sup>&#x02009;cells/L) cell counts for neutrophils, eosinophils, basophils, monocytes, and LUCs.</p>
</sec>
<sec id="S2-4">
<title>Quantitative Determination of Creatine Kinase (CK) in Blood Samples</title>
<p>Kinetic determination of CK was based upon IFCC (International Federation of Clinical Chemistry and Laboratory Medicine) and DGKC (Deutsche Gesellschaft f&#x000FC;r Klinische Chemie). The principle of the method is based on the ability of CK to catalyze the conversion of creatine phosphate and ADP to creatine and ATP. ATP and glucose are converted to ADP and glucose-6-phosphate by hexokinase. Glucose-6-phosphate dehydrogenase oxidizes glucose-6-phosphate to 6-phosphogluconate, reducing NADP to NADPH. The rate of conversion of NADP/NADPH, monitored at 340&#x02009;nm, is proportional to CK activity. <italic>N</italic>-acetyl cysteine (NAC) is added as an activator of CK (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>).</p>
</sec>
<sec id="S2-5">
<title>RNA Extraction and RT-qPCR</title>
<p>PAXgene Blood RNA tubes were incubated overnight at 4&#x000B0;C in a shaker-plate to equilibrate the temperature and increase yields and then at room temperature for 2&#x02009;h before starting the procedure. RNA from frozen whole blood samples was extracted following the instructions of the supplier (PAXgene Blood RNA kit, PreAnalytiX, Qiagen<sup>&#x000AE;</sup> GmbH, Hilden, GE). RNA integrity number (RIN) and 28S/18S ratios were determined with the Agilent Bioanalyzer (Agilent Technologies Inc., Santa Clara, CA, USA) to assess RNA quality. RNA concentration was evaluated using a NanoDrop&#x02122; Spectrophotometer (Thermo Fisher Scientific, Carlsbad, CA, USA). RIN values are shown in Table <xref ref-type="table" rid="T1">1</xref>. Complementary DNA (cDNA) was prepared using the High-Capacity cDNA Reverse Transcription kit (Applied Biosystems, Foster City, CA, USA) following the protocol provided by the supplier. Parallel reactions for each RNA sample were run in the absence of MultiScribe Reverse Transcriptase to assess lack of genomic DNA contamination. TaqMan RT-qPCR assays were performed in duplicate for each gene on cDNA samples in 384-well optical plates using an ABI Prism 7900 Sequence Detection system (Applied Biosystems, Life Technologies, Waltham, MA, USA). For each 10&#x02009;&#x000B5;L TaqMan reaction, 4.5&#x02009;&#x000B5;L cDNA was mixed with 0.5&#x02009;&#x000B5;L 20&#x000D7; TaqMan Gene Expression Assays and 5&#x02009;&#x000B5;L of 2&#x000D7; TaqMan Universal PCR Master Mix (Applied Biosystems). The identification numbers and names of TaqMan probes are shown in Table <xref ref-type="table" rid="T2">2</xref>. Probes were selected on the basis of our previous observations of inflammatory changes in the spinal cord and frontal cortex in sALS (<xref ref-type="bibr" rid="B7">7</xref>) together with additional markers linked to extravasation mechanisms and extracellular matrix remodeling. Mean values of two house-keeping genes, glucuronidase beta (<italic>GUS-</italic>&#x003B2;) (<xref ref-type="bibr" rid="B30">30</xref>) and glyceraldehyde 3-phosphate dehydrogenase (<italic>GAPDH</italic>) (<xref ref-type="bibr" rid="B31">31</xref>), were used as internal controls for normalization. The reactions were carried out using the following parameters: 50&#x000B0;C for 2&#x02009;min, 95&#x000B0;C for 10&#x02009;min, and 40 cycles at 95&#x000B0;C for 15&#x02009;s, and at 60&#x000B0;C for 1&#x02009;min. Finally, all TaqMan PCR data were captured using the Sequence Detection Software (SDS version 2.2.2, Applied Biosystems). Samples were analyzed with the double-delta cycle threshold (&#x00394;&#x00394;CT) method.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Genes, gene symbols, and references in the present series.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Gene</th>
<th valign="top" align="left">Gene symbol</th>
<th valign="top" align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Catalase</td>
<td align="left" valign="top"><italic>CAT</italic></td>
<td align="left" valign="top">Hs00156308_m1</td>
</tr>
<tr>
<td align="left" valign="top">Cathepsin C</td>
<td align="left" valign="top"><italic>CTSC</italic></td>
<td align="left" valign="top">Hs00175188_m1</td>
</tr>
<tr>
<td align="left" valign="top">Cathepsin S</td>
<td align="left" valign="top"><italic>CTSS</italic></td>
<td align="left" valign="top">Hs00356423_m1</td>
</tr>
<tr>
<td align="left" valign="top">CD4 molecule/T-cell surface glycoprotein CD4</td>
<td align="left" valign="top"><italic>CD4</italic></td>
<td align="left" valign="top">Hs01058407_m1</td>
</tr>
<tr>
<td align="left" valign="top">CD44 molecule</td>
<td align="left" valign="top"><italic>CD44</italic></td>
<td align="left" valign="top">Hs01075861_m1</td>
</tr>
<tr>
<td align="left" valign="top">CD8a molecule/T-cell surface glycoprotein CD8a Chain</td>
<td align="left" valign="top"><italic>CD8A</italic></td>
<td align="left" valign="top">Hs00233520_m1</td>
</tr>
<tr>
<td align="left" valign="top">Chemokine (C&#x02013;C motif) ligand 5</td>
<td align="left" valign="top"><italic>CCL5</italic></td>
<td align="left" valign="top">Hs00982282_m1</td>
</tr>
<tr>
<td align="left" valign="top">Chemokine (C&#x02013;C motif) receptor 5</td>
<td align="left" valign="top"><italic>CCR5</italic></td>
<td align="left" valign="top">Hs00152917_m1</td>
</tr>
<tr>
<td align="left" valign="top">Chemokine (C&#x02013;X&#x02013;C motif) receptor 5</td>
<td align="left" valign="top"><italic>CXCR5</italic></td>
<td align="left" valign="top">Hs00173527_m1</td>
</tr>
<tr>
<td align="left" valign="top">Colony stimulating factor 1 receptor</td>
<td align="left" valign="top"><italic>CSF1R</italic></td>
<td align="left" valign="top">Hs00911250_m1</td>
</tr>
<tr>
<td align="left" valign="top">Colony stimulating factor 3 receptor (granulocyte)</td>
<td align="left" valign="top"><italic>CSF3R</italic></td>
<td align="left" valign="top">Hs00167918_m1</td>
</tr>
<tr>
<td align="left" valign="top">C-type lectin domain family 7 member A</td>
<td align="left" valign="top"><italic>CLEC7A</italic></td>
<td align="left" valign="top">Hs01124746_m1</td>
</tr>
<tr>
<td align="left" valign="top">C&#x02013;X&#x02013;C motif chemokine ligand 8</td>
<td align="left" valign="top"><italic>CXC8</italic></td>
<td align="left" valign="top">Hs00174103_m1</td>
</tr>
<tr>
<td align="left" valign="top">Glyceraldehyde-3-phosphate dehydrogenase</td>
<td align="left" valign="top"><italic>GAPDH</italic></td>
<td align="left" valign="top">Hs02786624_g1</td>
</tr>
<tr>
<td align="left" valign="top">Inositol polyphosphate-5-phosphatase D</td>
<td align="left" valign="top"><italic>INPP5D</italic></td>
<td align="left" valign="top">Hs00183290_m1</td>
</tr>
<tr>
<td align="left" valign="top">Integrin subunit beta 2</td>
<td align="left" valign="top"><italic>ITGB2</italic></td>
<td align="left" valign="top">Hs00164957_m1</td>
</tr>
<tr>
<td align="left" valign="top">Integrin subunit beta 4</td>
<td align="left" valign="top"><italic>ITGB4</italic></td>
<td align="left" valign="top">Hs00173995_m1</td>
</tr>
<tr>
<td align="left" valign="top">Intercellular adhesion molecule 1</td>
<td align="left" valign="top"><italic>ICAM-1</italic></td>
<td align="left" valign="top">Hs00164932_m1</td>
</tr>
<tr>
<td align="left" valign="top">Intercellular adhesion molecule 5</td>
<td align="left" valign="top"><italic>ICAM-5</italic></td>
<td align="left" valign="top">Hs00170285_m1</td>
</tr>
<tr>
<td align="left" valign="top">Interferon, gamma</td>
<td align="left" valign="top"><italic>INFG</italic></td>
<td align="left" valign="top">Hs00989291_m1</td>
</tr>
<tr>
<td align="left" valign="top">Interleukin 1 beta</td>
<td align="left" valign="top"><italic>IL1B</italic></td>
<td align="left" valign="top">Hs01555410_m1</td>
</tr>
<tr>
<td align="left" valign="top">Interleukin 10</td>
<td align="left" valign="top"><italic>IL10</italic></td>
<td align="left" valign="top">Hs00961622_m1</td>
</tr>
<tr>
<td align="left" valign="top">Interleukin 10 receptor subunit alpha</td>
<td align="left" valign="top"><italic>IL10RA</italic></td>
<td align="left" valign="top">Hs00155485_m1</td>
</tr>
<tr>
<td align="left" valign="top">Interleukin 10 receptor subunit beta</td>
<td align="left" valign="top"><italic>IL10RB</italic></td>
<td align="left" valign="top">Hs00988697_m1</td>
</tr>
<tr>
<td align="left" valign="top">Interleukin 6</td>
<td align="left" valign="top"><italic>IL6</italic></td>
<td align="left" valign="top">Hs00985639_m1</td>
</tr>
<tr>
<td align="left" valign="top">Interleukin 6 signal transducer</td>
<td align="left" valign="top"><italic>IL6ST</italic></td>
<td align="left" valign="top">Hs00174360_m1</td>
</tr>
<tr>
<td align="left" valign="top">LFA-3 receptor</td>
<td align="left" valign="top"><italic>CD2</italic></td>
<td align="left" valign="top">Hs00233515_m1</td>
</tr>
<tr>
<td align="left" valign="top">Lymphocyte function-associated antigen 1</td>
<td align="left" valign="top"><italic>LFA-1</italic></td>
<td align="left" valign="top">Hs00158218_m1</td>
</tr>
<tr>
<td align="left" valign="top">Macrophage inflammatory protein 1-alpha</td>
<td align="left" valign="top"><italic>CCL3</italic></td>
<td align="left" valign="top">Hs00234142_m1</td>
</tr>
<tr>
<td align="left" valign="top">Membrane-associated ring finger (C3HC4) 9</td>
<td align="left" valign="top"><italic>MARCH9</italic></td>
<td align="left" valign="top">Hs04189729_m1</td>
</tr>
<tr>
<td align="left" valign="top">Monocyte chemotactic and activating factor</td>
<td align="left" valign="top"><italic>CCL2</italic></td>
<td align="left" valign="top">Hs00234140_m1</td>
</tr>
<tr>
<td align="left" valign="top">Metallopeptidase-9</td>
<td align="left" valign="top"><italic>MMP9</italic></td>
<td align="left" valign="top">Hs00234579_m1</td>
</tr>
<tr>
<td align="left" valign="top">Osteopontin</td>
<td align="left" valign="top"><italic>SPP1</italic></td>
<td align="left" valign="top">Hs00959010_m1</td>
</tr>
<tr>
<td align="left" valign="top">Programmed cell death 1 ligand 2</td>
<td align="left" valign="top"><italic>PD1L2</italic></td>
<td align="left" valign="top">Hs01057777_m1</td>
</tr>
<tr>
<td align="left" valign="top">Selectin L</td>
<td align="left" valign="top"><italic>SELL</italic></td>
<td align="left" valign="top">Hs00174151_m1</td>
</tr>
<tr>
<td align="left" valign="top">Superoxide dismutase 1, soluble</td>
<td align="left" valign="top"><italic>SOD1</italic></td>
<td align="left" valign="top">Hs00533490_m1</td>
</tr>
<tr>
<td align="left" valign="top">Superoxide dismutase 2, mitochondrial</td>
<td align="left" valign="top"><italic>SOD2</italic></td>
<td align="left" valign="top">Hs00167309_m1</td>
</tr>
<tr>
<td align="left" valign="top">T cell receptor beta constant 1</td>
<td align="left" valign="top"><italic>TRBC1</italic></td>
<td align="left" valign="top">Hs01588269_g1</td>
</tr>
<tr>
<td align="left" valign="top">TIMP metallopeptidase inhibitor 1</td>
<td align="left" valign="top"><italic>TIMP-1</italic></td>
<td align="left" valign="top">Hs00171558_m1</td>
</tr>
<tr>
<td align="left" valign="top">TIMP metallopeptidase inhibitor 2</td>
<td align="left" valign="top"><italic>TIMP-2</italic></td>
<td align="left" valign="top">Hs01091317_m1</td>
</tr>
<tr>
<td align="left" valign="top">Toll-like receptor 2</td>
<td align="left" valign="top"><italic>TLR2</italic></td>
<td align="left" valign="top">Hs00610101_m1</td>
</tr>
<tr>
<td align="left" valign="top">Toll-like receptor 3</td>
<td align="left" valign="top"><italic>TLR3</italic></td>
<td align="left" valign="top">Hs01551078_m1</td>
</tr>
<tr>
<td align="left" valign="top">Toll-like receptor 4</td>
<td align="left" valign="top"><italic>TLR4</italic></td>
<td align="left" valign="top">Hs01060206_m1</td>
</tr>
<tr>
<td align="left" valign="top">Toll-like receptor 7</td>
<td align="left" valign="top"><italic>TLR7</italic></td>
<td align="left" valign="top">Hs00152971_m1</td>
</tr>
<tr>
<td align="left" valign="top">Tumor growth factor B1</td>
<td align="left" valign="top"><italic>TGFB1</italic></td>
<td align="left" valign="top">Hs00998133_m1</td>
</tr>
<tr>
<td align="left" valign="top">Tumor growth factor B2</td>
<td align="left" valign="top"><italic>TGFB2</italic></td>
<td align="left" valign="top">Hs00234244_m1</td>
</tr>
<tr>
<td align="left" valign="top">Tumor necrosis factor receptor superfamily member 1A</td>
<td align="left" valign="top"><italic>TNFRSF1</italic></td>
<td align="left" valign="top">Hs01042313_m1</td>
</tr>
<tr>
<td align="left" valign="top">Tumor necrosis factor-alpha</td>
<td align="left" valign="top"><italic>TNFA</italic></td>
<td align="left" valign="top">Hs01113624_g1</td>
</tr>
<tr>
<td align="left" valign="top">Vascular endothelial growth factor A</td>
<td align="left" valign="top"><italic>VEGFA</italic></td>
<td align="left" valign="top">Hs00900055_m1</td>
</tr>
<tr>
<td align="left" valign="top">&#x003B2;-Glucuronidase</td>
<td align="left" valign="top"><italic>GUS-</italic>&#x003B2;</td>
<td align="left" valign="top">Hs00939627_m1</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="S2-6">
<title>Statistical Analysis</title>
<p>The normality of distribution of fold change values was analyzed with the Kolmogorov&#x02013;Smirnov test. The non-parametric Mann&#x02013;Whitney test was performed to compare each group when values did not follow a normal distribution, whereas the unpaired <italic>t</italic>-test was used for normal variables. Statistical analysis and graphic design were performed with GraphPad Prism version 5.01 (La Jolla, CA, USA). Results were analyzed with Student&#x02019;s <italic>t</italic>-test. Outliers were detected using the GraphPad software QuickCalcs (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.05). The data were expressed as mean&#x02009;&#x000B1;&#x02009;SEM and significance levels were set at &#x0002A;<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.05 and &#x0002A;&#x0002A;<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.01 and &#x0002A;&#x0002A;&#x0002A;<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001, and tendencies at <sup>&#x00023;</sup>&#x0003C;0.1. Pearson&#x02019;s correlation coefficient was used to assess a possible linear association between two continuous quantitative variables.</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<sec id="S3-1">
<title>General Clinical and Hematological Findings</title>
<p>Amyotrophic lateral sclerosis progression was heterogeneous in the present series. Hemogram was not altered in sALS patients with the exception of a few cases in whom slight increase of neutrophils and low levels of lymphocytes was observed. CK levels were out of range in some patients and moderately increased in a few sALS cases. Clinical, hematological, and biochemical data are summarized in Table <xref ref-type="table" rid="T3">3</xref>.</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Biochemical alterations in blood samples of sporadic amyotrophic lateral sclerosis (sALS) cases.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">sALS case</th>
<th valign="top" align="left" rowspan="2">Clinical progression</th>
<th valign="top" align="center" rowspan="2">Creatinine kinase (CK) (&#x003BC;kat/L)</th>
<th valign="top" align="center" colspan="5">Leukocyte populations (&#x000D7;10E9cells/L)<hr/></th>
</tr>
<tr>
<th valign="top" align="center">Neutrophil (1.5&#x02013;5.7)</th>
<th valign="top" align="center">Lymphocyte (1.3&#x02013;3.4)</th>
<th valign="top" align="center">Monocyte (0.31&#x02013;0.92)</th>
<th valign="top" align="center">Eosinophil (0.03&#x02013;0.39)</th>
<th valign="top" align="center">Basophil (0.01&#x02013;0.09)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">14</td>
<td align="left" valign="top">Expected</td>
<td align="center" valign="top">13.9<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref> (&#x02264;4.50)</td>
<td align="center" valign="top">3.7</td>
<td align="center" valign="top">1.4</td>
<td align="center" valign="top">0.48</td>
<td align="center" valign="top">0.02<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
<td align="center" valign="top">0.02</td>
</tr>
<tr>
<td align="left" valign="top">15</td>
<td align="left" valign="top">Expected</td>
<td align="center" valign="top">5.5<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref> (&#x02264;4.50)</td>
<td align="center" valign="top">3.4</td>
<td align="center" valign="top">2.1</td>
<td align="center" valign="top">0.46</td>
<td align="center" valign="top">0.21</td>
<td align="center" valign="top">0.04</td>
</tr>
<tr>
<td align="left" valign="top">16</td>
<td align="left" valign="top">Expected</td>
<td align="center" valign="top">3.5<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref> (&#x02264;2.30)</td>
<td align="center" valign="top">6.9<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="center" valign="top">0.8<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
<td align="center" valign="top">0.37</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.04</td>
</tr>
<tr>
<td align="left" valign="top">17</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">5.0<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref> (&#x02264;2.30)</td>
<td align="center" valign="top">4.2</td>
<td align="center" valign="top">1.0<sup>b</sup></td>
<td align="center" valign="top">0.34</td>
<td align="center" valign="top">0.1</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">18</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">3.5 (&#x02264;4.50)</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
</tr>
<tr>
<td align="left" valign="top">19</td>
<td align="left" valign="top">Slow</td>
<td align="center" valign="top">0.8 (&#x02264;4.50)</td>
<td align="center" valign="top">4.3</td>
<td align="center" valign="top">1.2</td>
<td align="center" valign="top">0.44</td>
<td align="center" valign="top">0.16</td>
<td align="center" valign="top">0.04</td>
</tr>
<tr>
<td align="left" valign="top">20</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">4.6<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref> (&#x02264;4.50)</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
</tr>
<tr>
<td align="left" valign="top">21</td>
<td align="left" valign="top">Expected</td>
<td align="center" valign="top">5.9<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref> (&#x02264;4.50)</td>
<td align="center" valign="top">3.3</td>
<td align="center" valign="top">1.0<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
<td align="center" valign="top">0.30<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.04</td>
</tr>
<tr>
<td align="left" valign="top">22</td>
<td align="left" valign="top">Expected</td>
<td align="center" valign="top">2.2 (&#x02264;4.50)</td>
<td align="center" valign="top">3.9</td>
<td align="center" valign="top">2.5</td>
<td align="center" valign="top">0.56</td>
<td align="center" valign="top">0.34</td>
<td align="center" valign="top">0.01</td>
</tr>
<tr>
<td align="left" valign="top">23</td>
<td align="left" valign="top">Expected</td>
<td align="center" valign="top">2.6 (&#x02264;4.50)</td>
<td align="center" valign="top">7.8<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="center" valign="top">1.0<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
<td align="center" valign="top">0.6</td>
<td align="center" valign="top">0.01<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
<td align="center" valign="top">0.03</td>
</tr>
<tr>
<td align="left" valign="top">24</td>
<td align="left" valign="top">Expected</td>
<td align="center" valign="top">2.8 (&#x02264;4.50)</td>
<td align="center" valign="top">6.6<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="center" valign="top">1.8</td>
<td align="center" valign="top">0.6</td>
<td align="center" valign="top">0.15</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">25</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">0.7 (&#x02264;4.50)</td>
<td align="center" valign="top">5.6</td>
<td align="center" valign="top">1.4</td>
<td align="center" valign="top">0.87</td>
<td align="center" valign="top">0.39</td>
<td align="center" valign="top">0.09</td>
</tr>
<tr>
<td align="left" valign="top">26</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">3.6</td>
<td align="center" valign="top">1.6</td>
<td align="center" valign="top">0.49</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">0.02</td>
</tr>
<tr>
<td align="left" valign="top">27</td>
<td align="left" valign="top">Expected</td>
<td align="center" valign="top">8.3<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref> (&#x02264;4.50)</td>
<td align="center" valign="top">7.0<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="center" valign="top">1.7</td>
<td align="center" valign="top">0.53</td>
<td align="center" valign="top">0.11</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">28</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">1.8 (&#x02264;4.50)</td>
<td align="center" valign="top">4.2</td>
<td align="center" valign="top">3.1</td>
<td align="center" valign="top">0.76</td>
<td align="center" valign="top">0.28</td>
<td align="center" valign="top">0.04</td>
</tr>
<tr>
<td align="left" valign="top">29</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">6.0<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="center" valign="top">0.9<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
<td align="center" valign="top">0.74</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">0.03</td>
</tr>
<tr>
<td align="left" valign="top">30</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">3.0 (&#x02264;4.50)</td>
<td align="center" valign="top">4.3</td>
<td align="center" valign="top">1.4</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.04</td>
</tr>
<tr>
<td align="left" valign="top">31</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">2.1 (&#x02264;4.50)</td>
<td align="center" valign="top">4.2</td>
<td align="center" valign="top">2.1</td>
<td align="center" valign="top">0.63</td>
<td align="center" valign="top">0.19</td>
<td align="center" valign="top">0.08</td>
</tr>
<tr>
<td align="left" valign="top">32</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
</tr>
<tr>
<td align="left" valign="top">33</td>
<td align="left" valign="top">Slow</td>
<td align="center" valign="top">2.0 (&#x02264;4.50)</td>
<td align="center" valign="top">3.8</td>
<td align="center" valign="top">2.5</td>
<td align="center" valign="top">0.44</td>
<td align="center" valign="top">0.55</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">34</td>
<td align="left" valign="top">Slow</td>
<td align="center" valign="top">3.5 (&#x02264;4.50)</td>
<td align="center" valign="top">3.5</td>
<td align="center" valign="top">1.8</td>
<td align="center" valign="top">0.38</td>
<td align="center" valign="top">0.19</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">35</td>
<td align="left" valign="top">Fast</td>
<td align="center" valign="top">11.6<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref> (&#x02264;4.50)</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
<td align="center" valign="top">N/A</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>N/A, data not available; &#x003BC;kat/L, microkatals/liter</italic>.</p>
<p><italic>Normal CK levels in brackets (these are variable depending on the method used; CK values in every ALS case are evaluated according to the method used)</italic>.</p>
<fn id="tfn1"><p><italic><sup>a</sup>Above normal range</italic>.</p></fn>
<fn id="tfn2"><p><italic><sup>b</sup>Below normal range</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3-2">
<title>Gene Expression Levels</title>
<sec id="S3-2-1">
<title>Anti-inflammatory Cytokines</title>
<p><italic>IL10</italic>, coding for interleukin 10, and <italic>TGFB2</italic>, coding for transforming growth factor beta 1, mRNA levels were significantly reduced in sALS, whereas <italic>IL10RA</italic> which codes for interleukin 10 receptor subunit alpha showed a tendency to decrease. Expression levels of <italic>IL10RB</italic> and <italic>TGFB1</italic> encoding interleukin 10 receptor subunit beta and transforming growth factor beta 1, respectively, were not modified (Figure <xref ref-type="fig" rid="F1">1</xref>A).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Gene expression of anti-inflammatory cytokines <bold>(A)</bold>, chemokines <bold>(B)</bold>, cytokine modulators <bold>(C)</bold>, extracellular matrix remodeling-related factors <bold>(D)</bold>, molecules involved in extravasation mechanisms <bold>(E)</bold>, oxidative stress markers <bold>(F)</bold>, pro-inflammatory cytokines <bold>(G)</bold>, and T-cell markers <bold>(H)</bold>, as revealed by RT-qPCR, in blood from control and sporadic amyotrophic lateral sclerosis (sALS) cases. All data were expressed as the mean&#x02009;&#x000B1;&#x02009;SEM. Statistical comparisons were performed using unpaired <italic>t</italic>-test; significance level was set at &#x0002A;<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.05, &#x0002A;&#x0002A;<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.01 and &#x0002A;&#x0002A;&#x0002A;<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001, and tendencies at <sup>&#x00023;</sup>&#x0003C;0.1. A total of 13 healthy samples and 22 sALS samples were included in RT-qPCR analysis.</p></caption>
<graphic xlink:href="fneur-08-00546-g001.tif"/>
</fig>
</sec>
<sec id="S3-2-2">
<title>Chemokines</title>
<p>Expression levels of <italic>CCL5</italic> and <italic>CXC5R</italic>, which code for C-C motif chemokine ligand 5 and C-X-C motif chemokine receptor 5, respectively, were significantly decreased; <italic>CCR5</italic> coding for C-C motif chemokine receptor 5 showed a tendency to decrease. No modifications were seen for C-C motif chemokine ligand 2 (<italic>CCL2)</italic> and 3 (<italic>CCL3</italic>), and C-X-C motif chemokine 8 (<italic>CXC8</italic>) (Figure <xref ref-type="fig" rid="F1">1</xref>B).</p>
</sec>
<sec id="S3-2-3">
<title>Cytokine Modulators</title>
<p>Toll like receptors <italic>TLR2</italic> and <italic>TLR4</italic> mRNA expression showed a tendency to increase, whereas <italic>TLR3</italic> mRNA expression was significantly decreased in sALS. <italic>TLR7</italic> and other genes involved in cytokine modulation such as C-type lectin domain family 7 member A (<italic>CLEC7A</italic>), colony stimulating factor 1 receptor (<italic>CSF1R</italic>), and colony stimulating factor 3 receptor (<italic>CSF3R</italic>) were not altered (Figure <xref ref-type="fig" rid="F1">1</xref>C).</p>
</sec>
<sec id="S3-2-4">
<title>Extracellular Matrix Remodeling</title>
<p><italic>MMP9</italic>, coding for matrix metallopeptidase 9, and <italic>TIMP2</italic>, coding for its inhibitor protein, TIMP metallopeptidase inhibitor 2, were significantly increased in sALS. The expression levels of <italic>CTSC, CTSS, TIMP1</italic>, and <italic>SPP1</italic>, coding for cathepsin C, cathepsin S, TIMP metallopeptidase inhibitor 1, and osteopontin, respectively, were similar in sALS and controls (Figure <xref ref-type="fig" rid="F1">1</xref>D).</p>
</sec>
<sec id="S3-2-5">
<title>Extravasation Mechanisms</title>
<p><italic>ITGB2</italic>, coding for integrin subunit beta 2, and <italic>INPP5D</italic>, coding for inositol polyphosphate-5-phosphatase D, were upregulated in sALS. Tendency to increase was found for <italic>SELL</italic> and <italic>ICAM1</italic>, coding for selectin-L and intercellular adhesion molecule 1, respectively. No changes were detected in the expression of <italic>ICAM5, ITGB4, LFA1</italic>, and <italic>MARCH9</italic> encoding, respectively, intercellular adhesion molecule 5, integrin subunit beta 4, lymphocyte function-associated antigen 1, and membrane associated ring-CH-type finger 9 (Figure <xref ref-type="fig" rid="F1">1</xref>E).</p>
</sec>
<sec id="S3-2-6">
<title>Oxidative Stress Markers</title>
<p>Expression of catalase (<italic>CAT</italic>) and superoxide dismutase 1 (<italic>SOD1</italic>) genes was not modified. Superoxide dismutase 2 (<italic>SOD2</italic>) showed a tendency to increase in sALS (Figure <xref ref-type="fig" rid="F1">1</xref>F).</p>
</sec>
<sec id="S3-2-7">
<title>Pro-inflammatory Cytokines</title>
<p><italic>IL6</italic>, coding for interleukin-6, was significantly downregulated in sALS cases. TNF-&#x003B1; coding gene <italic>TNFA</italic> showed a tendency to decrease. In contrast, <italic>TNFR1S</italic>, the gene coding for its receptor, was significantly increased. No alterations were found in the remaining assessed genes <italic>IL1B, IL6ST, INFG, PD1L2</italic>, and <italic>VEGFA</italic>, coding for interleukin 1B, interleukin 6 signal transducer, interferon gamma, programmed cell death 1 ligand 2, and vascular endothelial growth factor A, respectively (Figure <xref ref-type="fig" rid="F1">1</xref>G).</p>
</sec>
<sec id="S3-2-8">
<title>T Cell Markers</title>
<p>Expression of <italic>CD2</italic>, coding for CD2 molecule; <italic>CD8A</italic>, coding for T-Cell Surface Glycoprotein CD8 Alpha Chain; and <italic>TRBC1</italic>, coding for T-cell receptor beta constant 1, was significantly decreased in sALS cases. The expression of <italic>CD44</italic> and T-cell surface glycoprotein CD4 gene (<italic>CD4</italic>) was not modified (Figure <xref ref-type="fig" rid="F1">1</xref>H).</p>
</sec>
</sec>
<sec id="S3-3">
<title>Correlation between Clinical Parameters and Gene Transcription</title>
<p>Gender, ALS form of onset (spinal, bulbar, and respiratory), clinical progression, leukocyte counts and leukocyte types, and RIN values did not correlate with modifications in gene expression. However, <italic>MMP9</italic> levels in sALS cases positively correlated with age (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.046) (Figure <xref ref-type="fig" rid="F2">2</xref>A). <italic>CCR5</italic> (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.0307), <italic>CCL5</italic> (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.016), and <italic>TRBC1</italic> (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.0076) negatively correlated with age (Figure <xref ref-type="fig" rid="F2">2</xref>A) in sALS. These changes were not observed in the control group. Importantly, patients with sALS showed significant relation between elevated levels of <italic>TNFA</italic> gene and creatinine kinase (CK) values, which were out of the normal range (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.025) (Figure <xref ref-type="fig" rid="F2">2</xref>B).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>(A)</bold> Positive correlation between <italic>MMP9</italic> and age at sampling, and negative correlation between age at sampling and <italic>CCL5, CCR5</italic>, and <italic>TRBC1</italic> in sporadic amyotrophic lateral sclerosis (sALS) (right graphs), but not in control cases (left graphs). <bold>(B)</bold> Relation between <italic>TNFA</italic> mRNA expression levels in blood and creatine kinase (CK) protein levels in serum in sALS (nCK, normal CK levels; hCK, high/out of range CK levels) using Student&#x02019;s <italic>t</italic>-test. Gene expression values correspond to fold change values of &#x00394;&#x00394;CT.</p></caption>
<graphic xlink:href="fneur-08-00546-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>Peripheral inflammatory responses are common, but poorly defined, in human neurodegenerative diseases. Several studies focus on inflammatory responses in spinal cord and blood in sALS (<xref ref-type="bibr" rid="B1">1</xref>&#x02013;<xref ref-type="bibr" rid="B11">11</xref>). The present study was geared to gain information about inflammatory gene expression profiles in the whole blood in a series of sALS patients at the beginning of clinical symptoms and non-treated with riluzole in order to avoid bias related to the treatment.</p>
<p>Present observations complement data from previous studies and point to the activation of mechanisms facilitating extravasation of WBC to target organs.</p>
<p>Neutrophil recruitment is supported by leukocyte adhesion molecules, chemokines, and cytokines (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Increased expression of <italic>ITGB2</italic> and a tendency of <italic>ICAM1</italic> to increase in blood suggest that adhesion and trans-endothelial migration of leukocytes is facilitated in sALS (<xref ref-type="bibr" rid="B34">34</xref>&#x02013;<xref ref-type="bibr" rid="B36">36</xref>). Selectin 1, encoded by <italic>SELL</italic>, participates in leukocyte binding to endothelial cells and facilitates migration of WBC (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>); <italic>SELL</italic> expression has a tendency to increase in sALS. Increased expression of <italic>MMP9</italic> favors degradation of extracellular matrix components and facilitation of leukocyte migration (<xref ref-type="bibr" rid="B39">39</xref>). MMP9 is usually secreted in conjunction with TIMP-1, a specific inhibitor, which controls its proteolytic activity (<xref ref-type="bibr" rid="B40">40</xref>). A balance between MMP9 and TIMP-1 proteins regulates excessive tissue degradation in chronic inflammation (<xref ref-type="bibr" rid="B41">41</xref>). However, mRNA expression levels of cathepsins, also involved in extracellular matrix degradation (<xref ref-type="bibr" rid="B42">42</xref>), are not modified in blood of ALS cases when compared with blood samples from controls.</p>
<p>Expression levels of <italic>CCL2</italic> and <italic>CCL3</italic> v, the products of which modulate monocyte attraction (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>) are not modified in sALS. Moreover, reduced expression of <italic>CCR5, CCL5</italic>, and <italic>CXCR5</italic> supports reduced activation of B-cells (<xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>The product of <italic>CD2</italic> expressed in T-cells modulates T-cell proliferation (<xref ref-type="bibr" rid="B46">46</xref>), whereas the product of <italic>TRBC1</italic> is implicated in T-cell activation (<xref ref-type="bibr" rid="B47">47</xref>). <italic>CCL5</italic> and <italic>CCR5</italic> encode T-cell chemo-attractant and regulatory molecules (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). Reduced mRNA expression of these markers suggests inhibition of T-cell signaling.</p>
<p>Finally, increased <italic>INPP5D</italic> mRNA expression favors a negative regulation of myeloid cell proliferation (<xref ref-type="bibr" rid="B50">50</xref>).</p>
<p>Toll-like receptors are involved in the initiation of the inflammatory process (<xref ref-type="bibr" rid="B51">51</xref>). Reduced levels of <italic>TLR3</italic> accompanied by tendency to increased <italic>TLR4</italic> and <italic>TLR2</italic> mRNA expression point to ambiguous activation signaling by Toll-like receptors.</p>
<p><italic>TGFB2, IL10</italic>, and <italic>IL6</italic> mRNAs are downregulated, and <italic>IL10RA</italic> and <italic>TNFA</italic> have tendency to decrease in blood in sALS when compared with controls. Expression levels of <italic>IL10RB, TGFB1, IL1</italic>&#x003B2;, <italic>IL6ST, INFG</italic> (coding for interferon &#x003B3;), and <italic>VEGFA</italic> are not modified in sALS. Expression levels of assessed colony-stimulating receptors and <italic>CSF3R</italic> do not differ from control values. Even considering the increased expression of <italic>TNFR1S</italic> mRNA, the final scenario is downregulation of pro- and anti-inflammatory cytokines in sALS.</p>
<p>SOD1 transgenic mice lacking functional CD4&#x0002B; T cells show increased motor neuron damage which is reversed following bone marrow transplants thus suggesting a neuroprotective role of CD4&#x0002B; T cells (<xref ref-type="bibr" rid="B52">52</xref>). On the other hand, SOD1 transgenic mice with additional depletion of the Rag2 gene (mSOD1/RAG2&#x02212;/&#x02212; mice) show delayed motor neuron disease, thus suggesting that mature lymphocytes produce deleterious effects on vulnerable motor neurons (<xref ref-type="bibr" rid="B53">53</xref>).</p>
<p>Previous studies have shown a higher percentage of IL-13-positive CD4 and CD8 lymphocytes (<xref ref-type="bibr" rid="B8">8</xref>), increased numbers of peripheral CD8 cytotoxic T-cells and natural killer cells, together with decreased regulatory T (treg) lymphocytes (<xref ref-type="bibr" rid="B10">10</xref>) in ALS. Our observations show decreased expression of <italic>CD2</italic>, coding for CD2 molecule, <italic>TRBC1</italic>, coding for T-cell receptor beta constant 1 and <italic>CD8</italic> mRNA, and preserved <italic>CD4</italic> mRNA expression. Therefore, additional studies are necessary to elucidate these discrepancies in larger series.</p>
<p>The present findings show a complex scenario at early clinical stages of sALS, including on the one hand upregulation of genes whose products are involved in leukocyte extravasation and extracellular matrix remodeling, and on the other, downregulation of chemokines, anti- and pro-inflammatory cytokines, and lymphocyte modulators.</p>
<p>Positive correlation between <italic>MMP9</italic> and age, and negative correlation between age and <italic>CCL5, CCR5</italic>, and <italic>TRBC1</italic> has been observed in sALS but not in controls. No correlation has been found between present observations and first clinical manifestation, gender, and disease progression. Therefore, the present findings have little prognosis value.</p>
<p>There is only positive correlation between <italic>TNFA</italic> mRNA expression and CK levels. Although <italic>TNFA</italic> mRNA expression is lower in ALS when compared with controls, higher <italic>TNFA</italic> mRNA values correlate with higher CK protein levels. This observation points to the possibility of a link between <italic>TNFA</italic> and muscular damage in sALS. Previous studies have shown that muscular pathology is accompanied by increased expression of systemic inflammatory markers (<xref ref-type="bibr" rid="B17">17</xref>). Moreover, increased expression of inflammatory markers, including IL-1&#x003B2; and TNF-&#x003B1;, is found in the skeletal muscle at symptomatic and end-stages of SOD1(G93A) transgenic mice (<xref ref-type="bibr" rid="B18">18</xref>). However, these individual data are not sufficient to advance any definitive conclusion.</p>
<p>Transcriptome studies at early clinical stages in SOD1(G93A) transgenic mice have shown deregulated pathways common to spinal cord, muscle and sciatic nerve; two pathways are associated with T cell activation, two with macrophage activation, and one pathway contains genes involved in co-stimulatory regulation of the adaptive and innate immune systems; but blood did not show representation of these altered pathways (<xref ref-type="bibr" rid="B54">54</xref>). However, genetic ablation of IP3 receptor 2, which modulates inflammation and which expression is augmented in the spinal cord in ALS and related mice models, increases cytokines and decreases survival of SOD1G93A mice (<xref ref-type="bibr" rid="B55">55</xref>). These studies point to involvement of peripheral blood cells in the inflammatory response in the spinal cord in ALS. Present observations show systemic inflammatory responses linked to extravasation of leukocytes and remodeling of extracellular matrix at early stages of sALS. However, the observed changes do not indicate the primary or secondary origin, and the precise link between intrinsic and peripheral inflammatory responses in the pathogenesis of sALS.</p>
</sec>
<sec id="S5">
<title>Ethics Statement</title>
<p>Blood samples from sALS cases and age-matched controls were obtained following signed informed consent and approval by Clinical Research Ethics Committee (CEIC) of the Bellvitge University Hospital.</p>
</sec>
<sec id="S6" sec-type="author-contributor">
<title>Author Contributions</title>
<p>All the authors designed, supervised the study, and wrote the final version of the manuscript.</p>
</sec>
<sec id="S7">
<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>
<ack>
<p>We wish to thank T. Yohannan for editorial help.</p>
</ack>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This study was supported by grants from CIBERNED and Instituto de Salud Carlos III, and co-funded by FEDER funds/European Regional Development Fund (ERDF)&#x02014;a way to build Europe; ALS intra-CIBERNED project to IF and IFI15/00035 fellowship to PA-B.</p></fn>
</fn-group>
<ref-list>
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