<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<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.2017.00461</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>Pain in People with Multiple Sclerosis: Associations with Modifiable Lifestyle Factors, Fatigue, Depression, Anxiety, and Mental Health Quality of Life</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Marck</surname> <given-names>Claudia H.</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/429826"/>
</contrib>
<contrib contrib-type="author">
<name><surname>De Livera</surname> <given-names>Alysha M.</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/437802"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Weiland</surname> <given-names>Tracey J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/434971"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jelinek</surname> <given-names>Pia L.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/438371"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Neate</surname> <given-names>Sandra L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/436341"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Brown</surname> <given-names>Chelsea R.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/437401"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Taylor</surname> <given-names>Keryn L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/440837"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Khan</surname> <given-names>Fary</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/182565"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jelinek</surname> <given-names>George A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/434012"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Neuroepidemiology Unit, Melbourne School of Population and Global Health, The University of Melbourne</institution>, <addr-line>Melbourne, VIC</addr-line>, <country>Australia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Biostatistics Unit, Melbourne School of Population and Global Health, The University of Melbourne</institution>, <addr-line>Melbourne, VIC</addr-line>, <country>Australia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Sir Charles Gairdner Hospital</institution>, <addr-line>Nedlands, WA</addr-line>, <country>Australia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Australian Rehabilitation Research Centre, Royal Melbourne Hospital, Department of Medicine, The University of Melbourne</institution>, <addr-line>Melbourne, VIC</addr-line>, <country>Australia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Bj&#x000F6;rn Tackenberg, Philipps University of Marburg, Germany</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Kazuo Fujihara, Fukushima Medical University, Japan; Vincent Van Pesch, Catholic University of Louvain, Belgium</p></fn>
<corresp content-type="corresp" id="cor1">&#x0002A;Correspondence: Claudia H. Marck, <email>claudia.marck&#x00040;unimelb.edu.au</email></corresp>
<fn fn-type="other" id="fn001"><p>Specialty section: This article was submitted to Multiple Sclerosis and Neuroimmunology, a section of the journal Frontiers in Neurology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>09</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>461</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>06</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>08</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Marck, De Livera, Weiland, Jelinek, Neate, Brown, Taylor, Khan and Jelinek.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Marck, De Livera, Weiland, Jelinek, Neate, Brown, Taylor, Khan and Jelinek</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>Background</title>
<p>People with multiple sclerosis (MS) often experience pain, which can interfere with mobility, employment, and quality of life (QOL).</p>
</sec>
<sec id="ST2">
<title>Methods</title>
<p>This cross-sectional study explored associations between pain, demographic, disease, and modifiable lifestyle factors in an international sample of people with MS recruited online.</p>
</sec>
<sec id="ST3">
<title>Results</title>
<p>Substantial pain, of moderate/severe intensity and interfering at least moderately with work/household or enjoyment of life in the past 4&#x02009;weeks, was reported by 682/2,362 (28.9%). Substantial pain was associated with fatigue (odds ratio (OR): 6.7, 95% confidence interval (CI): 4.9,9.3), depression (OR:4.0, 95% CI:3.2,5.1), anxiety (OR:2.4, 95% CI:1.9,2.9), and lower mental health QOL (Mean Difference: &#x02212;14.7, 95% CI:&#x02212;16.6,&#x02212;12.8). Regression analyses showed that smoking (OR: 2.0, 95% CI:1.35,2.87) and obesity (OR:2.1, 95% CI: 1.5,2.8), moderate alcohol use (OR: 0.7, 95% CI:0.5,0.9), moderate (OR 0.7, 95% CI: 0.55,0.98) or high (OR 0.6, 95% CI: 0.4,0.8) physical activity level, and healthy diet (OR 0.8, 95% CI: 0.75,0.95, per 10 points) were associated with substantial pain.</p>
</sec>
<sec id="ST4">
<title>Conclusion</title>
<p>Our results show clear associations with modifiable lifestyle factors and substantial pain in MS. These factors are already considered in the prevention and management of pain in other populations but have not previously been considered in MS. Conversely, pain and associated common MS comorbidities, such as depression, anxiety, and fatigue, may hamper efforts to start or maintain healthy behaviors. Strategies to overcome these barriers need to be considered. Further research should clarify the direction of these associations.</p>
</sec>
</abstract>
<kwd-group>
<kwd>multiple sclerosis</kwd>
<kwd>pain</kwd>
<kwd>symptoms</kwd>
<kwd>lifestyle medicine</kwd>
<kwd>health outcome</kwd>
<kwd>disability</kwd>
</kwd-group>
<contract-num rid="cn01">1120014</contract-num>
<contract-sponsor id="cn01">National Health and Medical Research Council<named-content content-type="fundref-id">10.13039/501100000925</named-content></contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="54"/>
<page-count count="7"/>
<word-count count="5606"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="introduction">
<title>Introduction</title>
<p>Multiple sclerosis (MS) is a neurological disorder with variable disease course and diverse symptomatology. Demyelination in the central nervous system (CNS) causes symptoms such as fatigue, weakness and impairment in mobility, sensation, and vision.</p>
<p>Pain, including headaches, lower back pain, neuropathic pain and painful spasms, is a common symptom in people with MS (PwMS), with a wide prevalence range between 30 and 85% (<xref ref-type="bibr" rid="B1">1</xref>&#x02013;<xref ref-type="bibr" rid="B4">4</xref>). In the general population, prevalence estimates of 20&#x02013;30% are commonly reported (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>), although prevalence estimates from older populations report up to 72% (<xref ref-type="bibr" rid="B7">7</xref>). However, definitions and sample characteristics vary between studies, making it difficult to directly compare prevalence and severity of pain. One case&#x02013;control study in PwMS found a similar prevalence of pain to controls [Odds Ratio (OR) 0.99&#x02013;1.13], but showed that PwMS had more severe pain than controls, comparable to people with arthritis (<xref ref-type="bibr" rid="B8">8</xref>). Another study showed that both pain severity and interference was greater in PwMS than controls, but these differences were only significant in some, mostly older age groups (<xref ref-type="bibr" rid="B9">9</xref>). PwMS more often require pharmacological treatment (<xref ref-type="bibr" rid="B10">10</xref>) and pain can significantly interfere with daily activities (<xref ref-type="bibr" rid="B11">11</xref>) and employment (<xref ref-type="bibr" rid="B12">12</xref>) and affect quality of life (QOL) (<xref ref-type="bibr" rid="B13">13</xref>&#x02013;<xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>Damage in the central or peripheral nervous system, inflammatory, and musculoskeletal mechanisms, such as immobilization of parts of the body, may all contribute to pain (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Exogenous contributors include MS drugs, such as interferon beta, dimethyl-fumarate and long-term steroid treatment (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B17">17</xref>), although no associations between MS drugs and pain, were found in a large North American study (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>In MS, pain seems to be part of a complex interplay between other common symptoms or comorbidities, such as fatigue, anxiety, and depression (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>), although at least one study suggests the associations between anxiety, depression, and pain is present only in women (<xref ref-type="bibr" rid="B10">10</xref>). Bio-psycho-social models, recognizing psychological and environmental factors, have recently been proposed to disentangle the causal pathway between these factors. Different outcome measures have been assessed using comprehensive models, including a recent study showing that pain affects participation in life through fatigue and physical functioning (<xref ref-type="bibr" rid="B20">20</xref>). Modifiable lifestyle factors associated with MS onset and progression, such as vitamin D, smoking, stress, diet, physical activity, and body mass index (BMI) (<xref ref-type="bibr" rid="B21">21</xref>), have, however, not been studied in relation to pain to great extent.</p>
<p>Our study aimed to determine the associations between substantial pain and modifiable lifestyle factors and to explore the relationship between substantial pain, depression, anxiety, and fatigue in a large international sample of PwMS.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2-1">
<title>Participants and Data Collection</title>
<p>The methodology of the <italic>H</italic>ealth <italic>O</italic>utcomes and <italic>L</italic>ifestyle <italic>I</italic>n a <italic>S</italic>ample of people with <italic>M</italic>ultiple sclerosis study has previously been described (<xref ref-type="bibr" rid="B22">22</xref>). Participants over 18&#x02009;years who reported a diagnosis of MS by a medical doctor were recruited <italic>via</italic> online platforms, including social media, websites, and forums that engaged PwMS, most of which had a health and lifestyle focus in 2012. Participants reporting a possible diagnosis of MS or Clinically Isolated Syndrome were not included in this analysis. The web-based tool, SurveyMonkey<sup>&#x000AE;</sup>, was used to collect responses. As the survey was in English only, non-English speaking participants were not included.</p>
</sec>
<sec id="S2-2">
<title>Ethics, Consent, and Permissions</title>
<p>The Health Sciences Human Ethics Sub-Committee at the University of Melbourne provided ethical approval for the study (Ethics ID: 1545102). Individuals were provided with participant information and could not enter the survey until they confirmed they were 18&#x02009;years or older and consented to participate.</p>
</sec>
<sec id="S2-3">
<title>Data Collected and Tools Used</title>
<p>The online survey collected data in 2012, used validated tools where possible, and took approximately 40&#x02009;min to complete. Specific to this study were items exploring demographic variables, morbidity indicators, and modifiable lifestyle factors. Demographic factors were collected using researcher-devised items and included age and gender.</p>
</sec>
<sec id="S2-4">
<title>Substantial Pain</title>
<p>Items regarding pain were part of the Multiple Sclerosis Quality Of Life (MSQOL-54) instrument and included three items regarding intensity of pain; interference of pain with work or household activities; and interference with enjoyment of life. Almost a quarter (24.7%) reported no pain in the 4&#x02009;weeks prior to survey, while 44.3% reported no interference with normal work or household activities and 43.7% reported no interference with enjoyment of life (see Table S1 in Supplementary Material). As our aim was to assess substantial pain, we defined this as having moderate, severe, or very severe pain, which interfered moderately, quite a bit or extremely with normal work/household activities and/or enjoyment of life in the past 4&#x02009;weeks. Substantial pain was experienced by 682 participants (28.9%). The results section describes the characteristics of the sample with sufficient data to determine the prevalence of substantial pain.</p>
</sec>
<sec id="S2-5">
<title>Morbidity Indicators</title>
<p>Mental health-related QOL was also assessed by the widely used MSQOL-54, giving rise to the mental health QOL scores, as well as several other scales not included in these analyses. Level of gait disability was assessed using the Patient Determined Disease Steps, a validated self-reported surrogate tool to the Expanded Disability Status Scale, with ordinal scores from 0 (no disability) to 8 (bed-bound). Researcher-devised items assessed self-reported doctor-diagnosed relapse rate over the previous 12&#x02009;months, type of MS currently diagnosed, and years since diagnosis. The Patient Health Questionnaire depression module short version (PHQ-2) was used to screen for depression risk; a score of 3 or more indicated a positive screen for depression. The fatigue severity scale, with a cutoff of 4 or more, was used as an indicator of clinically significant fatigue. A researcher-devised item assessed current anxiety. A list of 24 disease-modifying drugs (DMDs) was provided and participants were categorized as either currently using a DMD or not.</p>
</sec>
<sec id="S2-6">
<title>Modifiable Lifestyle Factors</title>
<p>Height and weight information allowed calculation of BMI according to the World Health Organization criteria (&#x0003C;20&#x02009;&#x0003D;&#x02009;underweight, 20&#x02013;25&#x02009;&#x0003D;&#x02009;normal weight, 25&#x02013;30&#x02009;&#x0003D;&#x02009;overweight, and &#x0003E;30&#x02009;&#x0003D;&#x02009;obese). Dietary habits were assessed with the modified Dietary Habits Questionnaire on a scale of 0&#x02013;100. The International Physical Activity Questionnaire was included to assess level of regular physical activity (low, moderate, and high). Omega-3 and vitamin D supplementation (yes/no), meditation practice (never, &#x02264;once a week, &#x0003E;once a week), level of alcohol consumption [low (&#x0003C;15&#x02009;g/week), moderate/high (&#x0003C;15&#x02009;g/week)], and current smoking status (current/previous/never) were assessed using researcher-devised items. All data were self-reported.</p>
</sec>
<sec id="S2-7">
<title>Statistical Analysis</title>
<p>Categorical data are presented as percentages with frequency. Continuous data are presented as mean and SD, and skewed data are presented as median with interquartile range (25th&#x02013;75th percentile). We used univariable and multivariable logistic regression models to investigate the associations between substantial pain and a range of modifiable lifestyle factors adjusting for confounders identified <italic>a priori</italic> based on our subject-matter knowledge (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B20">20</xref>). This model included all modifiable lifestyle variables and age, gender, years since diagnosis, and level of disability. In addition, we explored the associations between pain and fatigue, depression, anxiety, and mental health QOL using separate multivariable logistic regression models, each adjusted for confounders age, gender, disease duration and type of MS. Data were analyzed using Stata, V12 (StataCorp, College Station, TX, USA) and R (R Foundation for Statistical Computing, Vienna, Austria).</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<p>The sample characteristics of the 2,362 participants who completed data items for the substantial pain variable are shown in Table <xref ref-type="table" rid="T1">1</xref>, with a full list of country of residence available in a previous publication (<xref ref-type="bibr" rid="B22">22</xref>). Unadjusted univariable analysis showed that several socio-demographic variables (Table <xref ref-type="table" rid="T1">1</xref>), and health outcomes (Table <xref ref-type="table" rid="T2">2</xref>) were associated with substantial pain.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Sample characteristics and their unadjusted associations with substantial pain obtained using univariable regression models.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left"/>
<th valign="top" align="center"><italic>N</italic> (%) or mean [95% confidence interval (CI)]</th>
<th valign="top" align="center">Unadjusted odds ratio (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age</td>
<td align="left" valign="top"><italic>N</italic>&#x02009;&#x0003D;&#x02009;2,295</td>
<td align="center" valign="top">45.5 (45.1&#x02013;46.0)</td>
<td align="center" valign="top">1.02 (1.01&#x02013;1.03)</td>
</tr><tr><td align="left" valign="top" colspan="4"><hr/></td></tr>
<tr>
<td align="left" valign="top" rowspan="2">Gender</td>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">407 (17.8)</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">1,885 (82.2)</td>
<td align="center" valign="top">1.81 (1.39&#x02013;2.35)</td>
</tr><tr><td align="left" valign="top" colspan="4"><hr/></td></tr>
<tr>
<td align="left" valign="top" rowspan="4">Years since diagnosis</td>
<td align="left" valign="top">First quartile (&#x0003C;4)</td>
<td align="center" valign="top">684 (29.1)</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top">Second quartile (4&#x02013;7)</td>
<td align="center" valign="top">529 (22.5)</td>
<td align="center" valign="top">1.26 (0.97&#x02013;1.63)</td>
</tr>
<tr>
<td align="left" valign="top">Third quartile (7&#x02013;13)</td>
<td align="center" valign="top">575 (24.5)</td>
<td align="center" valign="top">1.63 (1.27&#x02013;2.09)</td>
</tr>
<tr>
<td align="left" valign="top">Fourth quartile (&#x0003E;13)</td>
<td align="center" valign="top">564 (24.0)</td>
<td align="center" valign="top">1.55 (1.21&#x02013;1.99)</td>
</tr><tr><td align="left" valign="top" colspan="4"><hr/></td></tr>
<tr>
<td align="left" valign="top" rowspan="6">Type of multiple sclerosis (MS)</td>
<td align="left" valign="top">Relapsing remitting</td>
<td align="center" valign="top">1,448 (61.5)</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top">Benign</td>
<td align="center" valign="top">97 (4.1)</td>
<td align="center" valign="top">0.32 (0.16&#x02013;0.62)</td>
</tr>
<tr>
<td align="left" valign="top">Primary progressive</td>
<td align="center" valign="top">170 (7.2)</td>
<td align="center" valign="top">1.39 (0.99&#x02013;1.95)</td>
</tr>
<tr>
<td align="left" valign="top">Secondary progressive</td>
<td align="center" valign="top">267 (11.4)</td>
<td align="center" valign="top">1.99 (1.52&#x02013;2.61)</td>
</tr>
<tr>
<td align="left" valign="top">Progressive relapsing</td>
<td align="center" valign="top">47 (2.0)</td>
<td align="center" valign="top">3.73 (2.07&#x02013;6.72)</td>
</tr>
<tr>
<td align="left" valign="top">Other</td>
<td align="center" valign="top">324 (13.8)</td>
<td align="center" valign="top">1.05 (0.80&#x02013;1.37)</td>
</tr><tr><td align="left" valign="top" colspan="4"><hr/></td></tr>
<tr>
<td align="left" valign="top" rowspan="2">Relapse in previous 12&#x02009;months (relapsing remitting MS only)</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">654 (46.3)</td>
<td align="center" valign="top">2.46 (2.03&#x02013;2.97)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">759 (53.7)</td>
<td align="center" valign="top">Reference</td>
</tr><tr><td align="left" valign="top" colspan="4"><hr/></td></tr>
<tr>
<td align="left" valign="top" rowspan="3">Disability level</td>
<td align="left" valign="top">Normal to some disability</td>
<td align="center" valign="top">1,263 (55.2)</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top">Gait/cane disability</td>
<td align="center" valign="top">787 (34.4)</td>
<td align="center" valign="top">3.42 (2.79&#x02013;4.19)</td>
</tr>
<tr>
<td align="left" valign="top">Major mobility support</td>
<td align="center" valign="top">240 (10.5)</td>
<td align="center" valign="top">4.01 (2.99&#x02013;5.38)</td>
</tr><tr><td align="left" valign="top" colspan="4"><hr/></td></tr>
<tr>
<td align="left" valign="top" rowspan="2">DMD use</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">1,133 (50.0)</td>
<td align="center" valign="top">1.12 (0.94&#x02013;1.35)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">1,132 (50.0)</td>
<td align="center" valign="top">Reference</td>
</tr><tr><td align="left" valign="top" colspan="4"><hr/></td></tr>
<tr>
<td align="left" valign="top" rowspan="3">Pain medication</td>
<td align="left" valign="top">No pain medication</td>
<td align="center" valign="top">1,178 (52.0)</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top">Over the counter or herbal pain medication only</td>
<td align="center" valign="top">611 (27.0)</td>
<td align="center" valign="top">3.39 (2.66&#x02013;4.33)</td>
</tr>
<tr>
<td align="left" valign="top">Prescription pain medication<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="center" valign="top">476 (21.0)</td>
<td align="center" valign="top">13.39 (10.36&#x02013;17.32)</td>
</tr>
</tbody>
</table>
<table-wrap-foot><p><italic>DMD, disease-modifying drug</italic>.</p>
<fn id="tfn1"><p><italic><sup>a</sup>Some people taking prescription medication were also taking over the counter or herbal pain medication</italic>.</p></fn></table-wrap-foot></table-wrap>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Adjusted associations of health outcomes with substantial pain.<xref ref-type="table-fn" rid="tfn2"><sup>a</sup></xref></p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left"/>
<th valign="top" align="center">Number (%) or mean (SD)</th>
<th valign="top" align="center">Adjusted odds ratio (95% confidence interval)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Depression screen</td>
<td align="left" valign="top">Negative</td>
<td align="center" valign="top">1,790 (80.8)</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top">Positive</td>
<td align="center" valign="top">425 (19.2)</td>
<td align="center" valign="top">4.03 (3.17, 5.14)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Significant fatigue</td>
<td align="left" valign="top">Negative</td>
<td align="center" valign="top">733 (34.5)</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top">Positive</td>
<td align="center" valign="top">1,395 (65.6)</td>
<td align="center" valign="top">6.74 (4.89, 9.31)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Anxiety</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">1,676 (71.0)</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">684 (29.0)</td>
<td align="center" valign="top">2.36 (1.91, 2.92)</td>
</tr>
<tr>
<td align="left" valign="top">Mental health QOL</td>
<td align="left" valign="top"><italic>N</italic>&#x02009;&#x0003D;&#x02009;2,272</td>
<td align="center" valign="top">66.6 (65.7&#x02013;67.5)</td>
<td align="center" valign="top">&#x02212;14.7 (&#x02212;16.6 to &#x02212;12.8)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2"><p><italic><sup>a</sup>Adjusted for age, gender, duration of MS and level of disability. QOL, quality of life</italic>.</p></fn></table-wrap-foot></table-wrap>
<p>In addition, we explored the association between several modifiable lifestyle factors as exposures and substantial pain as the outcome in a multivariable regression model adjusted for age, gender, duration of MS and level of disability. Table S2 in Supplementary Material shows the lifestyle factors for the sample. Participants who smoked (compared with those who never smoked) or were obese (compared with those with normal BMI) were twice as likely to report substantial pain. Those with moderate or high alcohol use (compared with low) and those with moderate levels of physical activity (compared with low) were 1.4&#x02013;1.5 times less likely to report substantial pain, while those reporting high physical activity were 1.7 times less likely to report substantial pain; every 10 point increase in healthy diet score was associated with 1.2 times lower odds of substantial pain (Table <xref ref-type="table" rid="T3">3</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Associations between modifiable lifestyle factors and substantial pain, obtained using multivariable regression modeling.<xref ref-type="table-fn" rid="tfn3"><sup>a</sup></xref></p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left"/>
<th valign="top" align="center">Odds ratio</th>
<th valign="top" align="center" colspan="2">95% confidence interval</th>
<th valign="top" align="center"><italic>p</italic>-Value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Smoking status</td>
<td align="left" valign="top">Never</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Previous</td>
<td align="center" valign="top">1.00</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">1.30</td>
<td align="center" valign="top">0.984</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Current</td>
<td align="center" valign="top">1.97</td>
<td align="center" valign="top">1.35</td>
<td align="center" valign="top">2.87</td>
<td align="center" valign="top">&#x0003C;0.001</td>
</tr><tr><td align="left" valign="top" colspan="6"><hr/></td></tr>
<tr>
<td align="left" valign="top">Alcohol use</td>
<td align="left" valign="top">Low</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Moderate/high</td>
<td align="center" valign="top">0.67</td>
<td align="center" valign="top">0.52</td>
<td align="center" valign="top">0.87</td>
<td align="center" valign="top">0.002</td>
</tr><tr><td align="left" valign="top" colspan="6"><hr/></td></tr>
<tr>
<td align="left" valign="top">Physical activity</td>
<td align="left" valign="top">Low active</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Moderate active</td>
<td align="center" valign="top">0.73</td>
<td align="center" valign="top">0.55</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">0.037</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">High active</td>
<td align="center" valign="top">0.58</td>
<td align="center" valign="top">0.42</td>
<td align="center" valign="top">0.80</td>
<td align="center" valign="top">0.001</td>
</tr><tr><td align="left" valign="top" colspan="6"><hr/></td></tr>
<tr>
<td align="left" valign="top">Daily vitamin D supplementation</td>
<td align="left" valign="top">None</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">1&#x02013;5,000&#x02009;IU</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">0.65</td>
<td align="center" valign="top">1.25</td>
<td align="center" valign="top">0.538</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">&#x0003E;5,000&#x02009;IU</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">0.51</td>
<td align="center" valign="top">1.16</td>
<td align="center" valign="top">0.208</td>
</tr><tr><td align="left" valign="top" colspan="6"><hr/></td></tr>
<tr>
<td align="left" valign="top">Omega-3 supplementation</td>
<td align="left" valign="top">None</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Flaxseed</td>
<td align="center" valign="top">0.87</td>
<td align="center" valign="top">0.53</td>
<td align="center" valign="top">1.42</td>
<td align="center" valign="top">0.577</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Fish oil</td>
<td align="center" valign="top">0.89</td>
<td align="center" valign="top">0.67</td>
<td align="center" valign="top">1.20</td>
<td align="center" valign="top">0.451</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Both fish and flaxseed oil</td>
<td align="center" valign="top">0.79</td>
<td align="center" valign="top">0.53</td>
<td align="center" valign="top">1.19</td>
<td align="center" valign="top">0.263</td>
</tr><tr><td align="left" valign="top" colspan="6"><hr/></td></tr>
<tr>
<td align="left" valign="top">Meditation frequency</td>
<td align="left" valign="top">Never</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">1.27</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">1.64</td>
<td align="center" valign="top">0.065</td>
</tr><tr><td align="left" valign="top" colspan="6"><hr/></td></tr>
<tr>
<td align="left" valign="top">Body mass index</td>
<td align="left" valign="top">Normal weight</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Underweight</td>
<td align="center" valign="top">1.07</td>
<td align="center" valign="top">0.57</td>
<td align="center" valign="top">1.98</td>
<td align="center" valign="top">0.842</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Overweight</td>
<td align="center" valign="top">1.33</td>
<td align="center" valign="top">0.99</td>
<td align="center" valign="top">1.81</td>
<td align="center" valign="top">0.062</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Obese</td>
<td align="center" valign="top">2.06</td>
<td align="center" valign="top">1.51</td>
<td align="center" valign="top">2.81</td>
<td align="center" valign="top">&#x0003C;0.001</td>
</tr><tr><td align="left" valign="top" colspan="6"><hr/></td></tr>
<tr>
<td align="left" valign="top">Dietary score (per 10 points)</td>
<td align="left" valign="top"/>
<td align="center" valign="top">0.84</td>
<td align="center" valign="top">0.75</td>
<td align="center" valign="top">0.95</td>
<td align="center" valign="top">0.004</td>
</tr><tr><td align="left" valign="top" colspan="6"><hr/></td></tr>
<tr>
<td align="left" valign="top">DMD use</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">1.07</td>
<td align="center" valign="top">0.83</td>
<td align="center" valign="top">1.37</td>
<td align="center" valign="top">0.589</td>
</tr><tr><td align="left" valign="top" colspan="6"><hr/></td></tr>
<tr>
<td align="left" valign="top">Pain medication use</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top"/>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Prescription<xref ref-type="table-fn" rid="tfn4">&#x0002A;</xref></td>
<td align="center" valign="top">8.34</td>
<td align="center" valign="top">6.13</td>
<td align="center" valign="top">11.34</td>
<td align="center" valign="top">&#x0003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top"/>
<td align="left" valign="top">Over the counter or herbal only</td>
<td align="center" valign="top">2.67</td>
<td align="center" valign="top">2.00</td>
<td align="center" valign="top">3.57</td>
<td align="center" valign="top">&#x0003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot><p><italic>Complete case analysis consisted of 80% of the data, <italic>N</italic>&#x02009;&#x0003D;&#x02009;1,955. DMD, disease-modifying drug. LR &#x003C7;<sup>2</sup>(23)&#x02009;&#x0003D;&#x02009;630.4, <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001, Log likelihood&#x02009;&#x0003D;&#x02009;&#x02212;855.7, Pseudo <italic>R</italic><sup>2</sup>&#x02009;&#x0003D;&#x02009;0.27</italic>.</p>
<fn id="tfn3"><p><italic><sup>a</sup>Model adjusted for age, gender, years since diagnosis and disability level</italic>.</p></fn>
<fn id="tfn4"><p><italic>&#x0002A;Some people taking prescription medication were also taking over the counter or herbal pain medication</italic>.</p></fn></table-wrap-foot></table-wrap>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>Pain is common in PwMS and contributes significantly to disability (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>) and worse QOL (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Our results showed that those with substantial pain were more likely to be diagnosed longer ago and had a higher level of disability and more relapses. Most studies report associations between the likelihood of experiencing pain and pain intensity with longer disease duration, more progressive forms of MS and level of disability (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>), while some do not (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Inconsistent findings of associations between pain and relapses have also been reported, with some showing associations of pain with higher relapse rate (<xref ref-type="bibr" rid="B23">23</xref>), while others report increased relapses associated with lower prevalence of pain (<xref ref-type="bibr" rid="B26">26</xref>). In univariable analyses, we found a reduced risk of pain in people with relapsing remitting MS (RRMS), older age and female gender, in line with others (<xref ref-type="bibr" rid="B14">14</xref>). Age, gender and years since diagnosis were, however, no longer significantly associated with substantial pain in a multivariable regression adjusting for modifiable lifestyle factors, while disability level was still strongly related to pain.</p>
<p>Reduced mental health QOL, fatigue, depression, and anxiety had substantial adjusted associations with substantial pain, in line with previous literature (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Pain is a multi-factorial symptom, with clear physical correlation in PwMS with CNS demyelination and degeneration (<xref ref-type="bibr" rid="B28">28</xref>), but also contributed to by psycho-social factors such as personality, depression, anxiety, and comorbid conditions, such as fatigue (<xref ref-type="bibr" rid="B18">18</xref>). The interplay between these factors determines the perception of pain. The presence of pain in its own right may, however, also lead to some of these comorbidities, as may poorer lifestyle behaviors, which in turn may be maintained due to the presence of pain (e.g., physical inactivity, and smoking).</p>
<p>Our study identified important associations between the experience of substantial pain and modifiable lifestyle risk factors. Current smokers were twice as likely to report substantial pain in our study, in line with other studies (<xref ref-type="bibr" rid="B29">29</xref>). Another study showed that current smoking increased the likelihood of pain in those reporting depression (<xref ref-type="bibr" rid="B30">30</xref>). The association between smoking and pain has been summarized as a positive feedback loop where smoking may be a risk factor for pain, while pain is a powerful motivator to continue smoking due to anti-nociceptive effects (<xref ref-type="bibr" rid="B31">31</xref>). This feedback loop may be especially hard to break for people experiencing depression or anxiety who may have increased pain sensitivity and negative affect when attempting smoking cessation (<xref ref-type="bibr" rid="B32">32</xref>). Clinicians should be aware of this interplay when managing MS symptoms. Promoting smoking cessation as part of a secondary and tertiary management strategy is, however, vital since smoking has been shown to play a significant role in disease progression (<xref ref-type="bibr" rid="B33">33</xref>), although this may be more difficult in people experiencing pain or depression.</p>
<p>Similarly, we showed a significant association between more physical activity and lower odds of experiencing substantial pain, in line with previous literature (<xref ref-type="bibr" rid="B34">34</xref>). While people may be less likely to engage in physical activity due to pain, there may well be a role for physical activity in pain management in PwMS (<xref ref-type="bibr" rid="B35">35</xref>). Physical activity is known to increase pain threshold and tolerance (<xref ref-type="bibr" rid="B36">36</xref>). In a study of older adults, those with chronic pain had lower levels of physical activity, and fear-avoidance believes played an important role in predicting future physical activity levels, over pain characteristics (<xref ref-type="bibr" rid="B37">37</xref>). Others have shown that psycho-social factors, including negative beliefs about pain and avoidance of activity are likely to influence pain severity and interference (<xref ref-type="bibr" rid="B38">38</xref>). Promoting physical activity among PwMS is of importance given the wide-ranging benefits of exercise in potentially modifying the course of the disease (<xref ref-type="bibr" rid="B39">39</xref>) and reducing fatigue and depression (<xref ref-type="bibr" rid="B40">40</xref>&#x02013;<xref ref-type="bibr" rid="B42">42</xref>); however, consideration of psycho-social barriers to increasing physical activity is essential.</p>
<p>Poorer diet and obesity were associated with higher odds for substantial pain in our study. Little is published about this association in humans but there is some evidence from animal studies that a high-fat diet can contribute to pain (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>), and it is plausible that poor diet contributes to systemic inflammation and increased pain sensitivity (<xref ref-type="bibr" rid="B45">45</xref>). Poor diet may lead to becoming overweight or obese which in itself is associated with increased likelihood of pain (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B46">46</xref>). Weight loss can improve pain symptoms (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>), although pain can also be a barrier to weight loss (<xref ref-type="bibr" rid="B49">49</xref>). A population-based cohort study showed that being overweight or obese was associated with reporting future pain, while pain increased the odds for future obesity, with smoking confounding this relationship (<xref ref-type="bibr" rid="B19">19</xref>). As with diet, chronic inflammation is likely implicated in this interplay between physical activity, weight, and pain (<xref ref-type="bibr" rid="B50">50</xref>). Obesity has become a focus in secondary prevention in MS, with clear associations with poorer health outcomes (<xref ref-type="bibr" rid="B51">51</xref>). Our findings suggest that moderate alcohol use need not be considered negative for PwMS, in line with previous research (<xref ref-type="bibr" rid="B52">52</xref>).</p>
<p>Based on our data, it is unclear whether these modifiable lifestyle factors directly contribute to development of substantial pain in MS, or indirectly through fatigue, anxiety, and/or depression; or whether pain is contributing to fatigue, depression and poorer lifestyle behaviors. Future studies could further investigate these associations by attempting to clarify temporality through longitudinal data, and investigation mediating and moderating factors involved. Future studies should also record the type and potentially the cause of pain, to further understand the underlying mechanism.</p>
<p>Depression, smoking, physical activity, and being overweight have previously been reported as modifiable risk factors to be considered in the prevention and management of pain in other populations (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B53">53</xref>). It is likely that a comprehensive secondary and tertiary prevention strategy for pain (and health outcomes in general) in PwMS would include advice about lifestyle factors such as diet, weight, physical activity, and smoking (<xref ref-type="bibr" rid="B21">21</xref>). Rehabilitation services often address lifestyle factors that can minimize the impact of pain in PwMS (<xref ref-type="bibr" rid="B54">54</xref>). However, pain, psycho-social factors, and common symptoms or comorbidities such as depression, anxiety, and fatigue, may hamper efforts to take up or maintain healthy behaviors. Holistic strategies to overcome these barriers and break the feedback loop need to be considered.</p>
<sec id="S4-1">
<title>Strengths and Limitations</title>
<p>To our knowledge, this is the first study to report on a range of modifiable lifestyle factors in relation to MS-associated pain. This study is international in scope with a large sample size, using multivariable regression, including a wide range of relevant variables. However, sleep disturbance, previously indicated in the relation between depression and pain, was not measured in our sample (<xref ref-type="bibr" rid="B18">18</xref>). We also did not record the type of pain medication (other than whether they were prescription or over the counter pain medication) or the location of pain. All data were self-reported and, although previously validated tools were used where possible, were unable to be verified. Substantial pain was determined by categorizing participants in two groups depending on their responses to items on the pain scale of the MSQOL-54; this method has not previously been used or validated, but does allow for future studies to directly compare data with ours. High alcohol use was very rare among our participants and they were grouped with moderate alcohol users. Due to participation bias, this sample may not be generalizable to all PwMS, despite the variety of backgrounds of participants and size of the sample. Finally, our study is cross-sectional; therefore, we cannot assume causal or temporal relationships. The assessment of the complex interplay between the variables (e.g., the direct and indirect contribution of the factors described here to substantial pain) was beyond the scope of this paper. We used complete case analysis, restricted to available data. Table S3 in Supplementary Material summarizes the distribution of the variables of the data used and not used in the analysis presented in Table <xref ref-type="table" rid="T3">3</xref>, indicating that the difference between the two datasets is minimal.</p>
</sec>
</sec>
<sec id="S5">
<title>Conclusion</title>
<p>Pain is common in PwMS, with substantial pain present in over a quarter of our study population. Fatigue, depression, reduced mental health QOL, and anxiety were strongly associated with the presence of substantial pain. For the first time, we showed that tobacco smoking, obesity, lack of exercise, and poor diet were also associated with pain using multivariable analyses. These modifiable factors have previously been suggested to be targets for management of pain in other populations and in the secondary prevention of MS. Further research is needed to disentangle the complex interplay between these lifestyle factors, symptoms, and comorbidities, which may contribute to pain, or may be caused or maintained by the presence of pain.</p>
</sec>
<sec id="S6">
<title>Ethics Statement</title>
<p>The Health Sciences Human Ethics Sub-Committee at the University of Melbourne provided ethical approval for the study (Ethics ID: 1545102). Individuals were provided with participant information and could not enter the survey until they confirmed they were 18&#x02009;years or older and consented to participate.</p>
</sec>
<sec id="S7" sec-type="author-contributor">
<title>Author Contributions</title>
<p>CM, TW, and GJ were involved in conceiving the study. CM was involved in data collection, and CM, CB, and AL contributed to cleaning and analyzing the data. CM drafted the manuscript with the help of PJ and FK. All authors edited and contributed to the final version and approved the manuscript.</p>
</sec>
<sec id="S8">
<title>Conflict of Interest Statement</title>
<p>GJ receives royalties for his books Overcoming Multiple Sclerosis and Recovering from Multiple Sclerosis. GJ, SN, and KT have received remuneration for conducting lifestyle educational interventions for PwMS. All other authors declare no conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> The study was funded by the Bloom Foundation and the Horne Family Charitable Trust. CM is funded by an Early Career Fellowship from the National Health and Medical Research Council (ID 1120014).</p></fn>
</fn-group>
<sec id="S9" 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/fneur.2017.00461/full&#x00023;supplementary-material">http://journal.frontiersin.org/article/10.3389/fneur.2017.00461/full&#x00023;supplementary-material</uri>.</p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="applicationn/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.DOCX" id="SM2" mimetype="applicationn/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_3.DOCX" id="SM3" mimetype="applicationn/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><label>1</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Benson</surname> <given-names>C</given-names></name> <name><surname>Kerr</surname> <given-names>BJ</given-names></name></person-group>. <article-title>Pain and cognition in multiple sclerosis</article-title>. <source>Curr Top Behav Neurosci</source> (<year>2014</year>) <volume>20</volume>:<fpage>201</fpage>&#x02013;<lpage>15</lpage>.<pub-id pub-id-type="doi">10.1007/7854_2014_309</pub-id><pub-id pub-id-type="pmid">24850077</pub-id></citation></ref>
<ref id="B2"><label>2</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Drulovic</surname> <given-names>J</given-names></name> <name><surname>Basic-Kes</surname> <given-names>V</given-names></name> <name><surname>Grgic</surname> <given-names>S</given-names></name> <name><surname>Vojinovic</surname> <given-names>S</given-names></name> <name><surname>Dincic</surname> <given-names>E</given-names></name> <name><surname>Toncev</surname> <given-names>G</given-names></name> <etal/></person-group> <article-title>The prevalence of pain in adults with multiple sclerosis: a multicenter cross-sectional survey</article-title>. <source>Pain Med</source> (<year>2015</year>) <volume>16</volume>(<issue>8</issue>):<fpage>1597</fpage>&#x02013;<lpage>602</lpage>.<pub-id pub-id-type="doi">10.1111/pme.12731</pub-id><pub-id pub-id-type="pmid">26087108</pub-id></citation></ref>
<ref id="B3"><label>3</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khan</surname> <given-names>F</given-names></name> <name><surname>Pallant</surname> <given-names>J</given-names></name></person-group>. <article-title>Chronic pain in multiple sclerosis: prevalence, characteristics, and impact on quality of life in an Australian community cohort</article-title>. <source>J Pain</source> (<year>2007</year>) <volume>8</volume>(<issue>8</issue>):<fpage>614</fpage>&#x02013;<lpage>23</lpage>.<pub-id pub-id-type="doi">10.1016/j.jpain.2007.03.005</pub-id><pub-id pub-id-type="pmid">17543586</pub-id></citation></ref>
<ref id="B4"><label>4</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brola</surname> <given-names>W</given-names></name> <name><surname>Mitosek-Szewczyk</surname> <given-names>K</given-names></name> <name><surname>Opara</surname> <given-names>J</given-names></name></person-group>. <article-title>Symptomatology and pathogenesis of different types of pain in multiple sclerosis</article-title>. <source>Neurol Neurochir Pol</source> (<year>2014</year>) <volume>48</volume>(<issue>4</issue>):<fpage>272</fpage>&#x02013;<lpage>9</lpage>.<pub-id pub-id-type="doi">10.1016/j.pjnns.2014.07.009</pub-id><pub-id pub-id-type="pmid">25168327</pub-id></citation></ref>
<ref id="B5"><label>5</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kennedy</surname> <given-names>J</given-names></name> <name><surname>Roll</surname> <given-names>JM</given-names></name> <name><surname>Schraudner</surname> <given-names>T</given-names></name> <name><surname>Murphy</surname> <given-names>S</given-names></name> <name><surname>McPherson</surname> <given-names>S</given-names></name></person-group>. <article-title>Prevalence of persistent pain in the U.S. adult population: new data from the 2010 national health interview survey</article-title>. <source>J Pain</source> (<year>2014</year>) <volume>15</volume>(<issue>10</issue>):<fpage>979</fpage>&#x02013;<lpage>84</lpage>.<pub-id pub-id-type="doi">10.1016/j.jpain.2014.05.009</pub-id><pub-id pub-id-type="pmid">25267013</pub-id></citation></ref>
<ref id="B6"><label>6</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hauser</surname> <given-names>W</given-names></name> <name><surname>Schmutzer</surname> <given-names>G</given-names></name> <name><surname>Hilbert</surname> <given-names>A</given-names></name> <name><surname>Brahler</surname> <given-names>E</given-names></name> <name><surname>Henningsen</surname> <given-names>P</given-names></name></person-group>. <article-title>Prevalence of chronic disabling noncancer pain and associated demographic and medical variables: a cross-sectional survey in the general German population</article-title>. <source>Clin J Pain</source> (<year>2015</year>) <volume>31</volume>(<issue>10</issue>):<fpage>886</fpage>&#x02013;<lpage>92</lpage>.<pub-id pub-id-type="doi">10.1097/AJP.0000000000000173</pub-id><pub-id pub-id-type="pmid">25411861</pub-id></citation></ref>
<ref id="B7"><label>7</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thomas</surname> <given-names>E</given-names></name> <name><surname>Peat</surname> <given-names>G</given-names></name> <name><surname>Harris</surname> <given-names>L</given-names></name> <name><surname>Wilkie</surname> <given-names>R</given-names></name> <name><surname>Croft</surname> <given-names>PR</given-names></name></person-group>. <article-title>The prevalence of pain and pain interference in a general population of older adults: cross-sectional findings from the North Staffordshire Osteoarthritis Project (NorStOP)</article-title>. <source>Pain</source> (<year>2004</year>) <volume>110</volume>(<issue>1&#x02013;2</issue>):<fpage>361</fpage>&#x02013;<lpage>8</lpage>.<pub-id pub-id-type="doi">10.1016/j.pain.2004.04.017</pub-id><pub-id pub-id-type="pmid">15275787</pub-id></citation></ref>
<ref id="B8"><label>8</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Svendsen</surname> <given-names>KB</given-names></name> <name><surname>Jensen</surname> <given-names>TS</given-names></name> <name><surname>Overvad</surname> <given-names>K</given-names></name> <name><surname>Hansen</surname> <given-names>HJ</given-names></name> <name><surname>Koch-Henriksen</surname> <given-names>N</given-names></name> <name><surname>Bach</surname> <given-names>FW</given-names></name></person-group>. <article-title>Pain in patients with multiple sclerosis: a population-based study</article-title>. <source>Arch Neurol</source> (<year>2003</year>) <volume>60</volume>(<issue>8</issue>):<fpage>1089</fpage>&#x02013;<lpage>94</lpage>.<pub-id pub-id-type="doi">10.1001/archneur.60.8.1089</pub-id><pub-id pub-id-type="pmid">12925364</pub-id></citation></ref>
<ref id="B9"><label>9</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Molton</surname> <given-names>I</given-names></name> <name><surname>Cook</surname> <given-names>KF</given-names></name> <name><surname>Smith</surname> <given-names>AE</given-names></name> <name><surname>Amtmann</surname> <given-names>D</given-names></name> <name><surname>Chen</surname> <given-names>WH</given-names></name> <name><surname>Jensen</surname> <given-names>MP</given-names></name></person-group>. <article-title>Prevalence and impact of pain in adults aging with a physical disability: comparison to a US general population sample</article-title>. <source>Clin J Pain</source> (<year>2014</year>) <volume>30</volume>(<issue>4</issue>):<fpage>307</fpage>&#x02013;<lpage>15</lpage>.<pub-id pub-id-type="doi">10.1097/AJP.0b013e31829e9bca</pub-id><pub-id pub-id-type="pmid">23887334</pub-id></citation></ref>
<ref id="B10"><label>10</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalia</surname> <given-names>LV</given-names></name> <name><surname>O&#x02019;Connor</surname> <given-names>PW</given-names></name></person-group>. <article-title>Severity of chronic pain and its relationship to quality of life in multiple sclerosis</article-title>. <source>Mult Scler</source> (<year>2005</year>) <volume>11</volume>(<issue>3</issue>):<fpage>322</fpage>&#x02013;<lpage>7</lpage>.<pub-id pub-id-type="doi">10.1191/1352458505ms1168oa</pub-id><pub-id pub-id-type="pmid">15957515</pub-id></citation></ref>
<ref id="B11"><label>11</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hirsh</surname> <given-names>AT</given-names></name> <name><surname>Turner</surname> <given-names>AP</given-names></name> <name><surname>Ehde</surname> <given-names>DM</given-names></name> <name><surname>Haselkorn</surname> <given-names>JK</given-names></name></person-group>. <article-title>Prevalence and impact of pain in multiple sclerosis: physical and psychologic contributors</article-title>. <source>Arch Phys Med Rehabil</source> (<year>2009</year>) <volume>90</volume>(<issue>4</issue>):<fpage>646</fpage>&#x02013;<lpage>51</lpage>.<pub-id pub-id-type="doi">10.1016/j.apmr.2008.10.019</pub-id><pub-id pub-id-type="pmid">19345781</pub-id></citation></ref>
<ref id="B12"><label>12</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shahrbanian</surname> <given-names>S</given-names></name> <name><surname>Auais</surname> <given-names>M</given-names></name> <name><surname>Duquette</surname> <given-names>P</given-names></name> <name><surname>Andersen</surname> <given-names>K</given-names></name> <name><surname>Mayo</surname> <given-names>NE</given-names></name></person-group>. <article-title>Does pain in individuals with multiple sclerosis affect employment? A systematic review and meta-analysis</article-title>. <source>Pain Res Manag</source> (<year>2013</year>) <volume>18</volume>(<issue>5</issue>):<fpage>e94</fpage>&#x02013;<lpage>100</lpage>.<pub-id pub-id-type="doi">10.1155/2013/829464</pub-id><pub-id pub-id-type="pmid">24093124</pub-id></citation></ref>
<ref id="B13"><label>13</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Forbes</surname> <given-names>A</given-names></name> <name><surname>While</surname> <given-names>A</given-names></name> <name><surname>Mathes</surname> <given-names>L</given-names></name> <name><surname>Griffiths</surname> <given-names>P</given-names></name></person-group>. <article-title>Health problems and health-related quality of life in people with multiple sclerosis</article-title>. <source>Clin Rehabil</source> (<year>2006</year>) <volume>20</volume>(<issue>1</issue>):<fpage>67</fpage>&#x02013;<lpage>78</lpage>.<pub-id pub-id-type="doi">10.1191/0269215506cr880oa</pub-id><pub-id pub-id-type="pmid">16502752</pub-id></citation></ref>
<ref id="B14"><label>14</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hadjimichael</surname> <given-names>O</given-names></name> <name><surname>Kerns</surname> <given-names>RD</given-names></name> <name><surname>Rizzo</surname> <given-names>MA</given-names></name> <name><surname>Cutter</surname> <given-names>G</given-names></name> <name><surname>Vollmer</surname> <given-names>T</given-names></name></person-group>. <article-title>Persistent pain and uncomfortable sensations in persons with multiple sclerosis</article-title>. <source>Pain</source> (<year>2007</year>) <volume>127</volume>(<issue>1&#x02013;2</issue>):<fpage>35</fpage>&#x02013;<lpage>41</lpage>.<pub-id pub-id-type="doi">10.1016/j.pain.2006.07.015</pub-id><pub-id pub-id-type="pmid">16949751</pub-id></citation></ref>
<ref id="B15"><label>15</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brochet</surname> <given-names>B</given-names></name> <name><surname>Deloire</surname> <given-names>MS</given-names></name> <name><surname>Ouallet</surname> <given-names>JC</given-names></name> <name><surname>Salort</surname> <given-names>E</given-names></name> <name><surname>Bonnet</surname> <given-names>M</given-names></name> <name><surname>Jove</surname> <given-names>J</given-names></name> <etal/></person-group> <article-title>Pain and quality of life in the early stages after multiple sclerosis diagnosis: a 2-year longitudinal study</article-title>. <source>Clin J Pain</source> (<year>2009</year>) <volume>25</volume>(<issue>3</issue>):<fpage>211</fpage>&#x02013;<lpage>7</lpage>.<pub-id pub-id-type="doi">10.1097/AJP.0b013e3181891347</pub-id><pub-id pub-id-type="pmid">19333171</pub-id></citation></ref>
<ref id="B16"><label>16</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>O&#x02019;Connor</surname> <given-names>AB</given-names></name> <name><surname>Schwid</surname> <given-names>SR</given-names></name> <name><surname>Herrmann</surname> <given-names>DN</given-names></name> <name><surname>Markman</surname> <given-names>JD</given-names></name> <name><surname>Dworkin</surname> <given-names>RH</given-names></name></person-group>. <article-title>Pain associated with multiple sclerosis: systematic review and proposed classification</article-title>. <source>Pain</source> (<year>2008</year>) <volume>137</volume>(<issue>1</issue>):<fpage>96</fpage>&#x02013;<lpage>111</lpage>.<pub-id pub-id-type="doi">10.1016/j.pain.2007.08.024</pub-id><pub-id pub-id-type="pmid">17928147</pub-id></citation></ref>
<ref id="B17"><label>17</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bernardini</surname> <given-names>LR</given-names></name> <name><surname>Zecca</surname> <given-names>C</given-names></name> <name><surname>Clerici</surname> <given-names>VT</given-names></name> <name><surname>Gobbi</surname> <given-names>C</given-names></name> <name><surname>Mantegazza</surname> <given-names>R</given-names></name> <name><surname>Rossi</surname> <given-names>S</given-names></name></person-group>. <article-title>Severe articular and musculoskeletal pain: an unexpected side effect of dimethyl-fumarate therapy for multiple sclerosis</article-title>. <source>J Neurol Sci</source> (<year>2016</year>) <volume>369</volume>:<fpage>139</fpage>&#x02013;<lpage>40</lpage>.<pub-id pub-id-type="doi">10.1016/j.jns.2016.07.026</pub-id></citation></ref>
<ref id="B18"><label>18</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amtmann</surname> <given-names>D</given-names></name> <name><surname>Askew</surname> <given-names>RL</given-names></name> <name><surname>Kim</surname> <given-names>J</given-names></name> <name><surname>Chung</surname> <given-names>H</given-names></name> <name><surname>Ehde</surname> <given-names>DM</given-names></name> <name><surname>Bombardier</surname> <given-names>CH</given-names></name> <etal/></person-group> <article-title>Pain affects depression through anxiety, fatigue, and sleep in multiple sclerosis</article-title>. <source>Rehabil Psychol</source> (<year>2015</year>) <volume>60</volume>(<issue>1</issue>):<fpage>81</fpage>&#x02013;<lpage>90</lpage>.<pub-id pub-id-type="doi">10.1037/rep0000027</pub-id><pub-id pub-id-type="pmid">25602361</pub-id></citation></ref>
<ref id="B19"><label>19</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alschuler</surname> <given-names>KN</given-names></name> <name><surname>Ehde</surname> <given-names>DM</given-names></name> <name><surname>Jensen</surname> <given-names>MP</given-names></name></person-group>. <article-title>The co-occurrence of pain and depression in adults with multiple sclerosis</article-title>. <source>Rehabil Psychol</source> (<year>2013</year>) <volume>58</volume>(<issue>2</issue>):<fpage>217</fpage>&#x02013;<lpage>21</lpage>.<pub-id pub-id-type="doi">10.1037/a0032008</pub-id><pub-id pub-id-type="pmid">23713732</pub-id></citation></ref>
<ref id="B20"><label>20</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shahrbanian</surname> <given-names>S</given-names></name> <name><surname>Duquette</surname> <given-names>P</given-names></name> <name><surname>Ahmed</surname> <given-names>S</given-names></name> <name><surname>Mayo</surname> <given-names>NE</given-names></name></person-group>. <article-title>Pain acts through fatigue to affect participation in individuals with multiple sclerosis</article-title>. <source>Qual Life Res</source> (<year>2016</year>) <volume>25</volume>(<issue>2</issue>):<fpage>477</fpage>&#x02013;<lpage>91</lpage>.<pub-id pub-id-type="doi">10.1007/s11136-015-1098-0</pub-id><pub-id pub-id-type="pmid">26254802</pub-id></citation></ref>
<ref id="B21"><label>21</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amato</surname> <given-names>MP</given-names></name> <name><surname>Derfuss</surname> <given-names>T</given-names></name> <name><surname>Hemmer</surname> <given-names>B</given-names></name> <name><surname>Liblau</surname> <given-names>R</given-names></name> <name><surname>Montalban</surname> <given-names>X</given-names></name> <name><surname>Soelberg S&#x000F8;rensen</surname> <given-names>P</given-names></name> <etal/></person-group> <article-title>Environmental modifiable risk factors for multiple sclerosis: report from the 2016 ECTRIMS focused workshop</article-title>. <source>Mult Scler</source> (<year>2017</year>).<pub-id pub-id-type="doi">10.1177/1352458516686847</pub-id><pub-id pub-id-type="pmid">28671487</pub-id></citation></ref>
<ref id="B22"><label>22</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hadgkiss</surname> <given-names>EJ</given-names></name> <name><surname>Jelinek</surname> <given-names>GA</given-names></name> <name><surname>Weiland</surname> <given-names>TJ</given-names></name> <name><surname>Pereira</surname> <given-names>NG</given-names></name> <name><surname>Marck</surname> <given-names>CH</given-names></name> <name><surname>van der Meer</surname> <given-names>DM</given-names></name></person-group>. <article-title>Methodology of an international study of people with multiple sclerosis recruited through web 2.0 platforms: demographics, lifestyle, and disease characteristics</article-title>. <source>Neurol Res Int</source> (<year>2013</year>) <volume>2013</volume>:<fpage>580596</fpage>.<pub-id pub-id-type="doi">10.1155/2013/580596</pub-id><pub-id pub-id-type="pmid">23691313</pub-id></citation></ref>
<ref id="B23"><label>23</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grau-Lopez</surname> <given-names>L</given-names></name> <name><surname>Sierra</surname> <given-names>S</given-names></name> <name><surname>Martinez-Caceres</surname> <given-names>E</given-names></name> <name><surname>Ramo-Tello</surname> <given-names>C</given-names></name></person-group>. <article-title>Analysis of the pain in multiple sclerosis patients</article-title>. <source>Neurologia</source> (<year>2011</year>) <volume>26</volume>(<issue>4</issue>):<fpage>208</fpage>&#x02013;<lpage>13</lpage>.<pub-id pub-id-type="doi">10.1016/j.nrl.2010.07.014</pub-id><pub-id pub-id-type="pmid">21163193</pub-id></citation></ref>
<ref id="B24"><label>24</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khan</surname> <given-names>F</given-names></name> <name><surname>Amatya</surname> <given-names>B</given-names></name> <name><surname>Kesselring</surname> <given-names>J</given-names></name></person-group>. <article-title>Longitudinal 7-year follow-up of chronic pain in persons with multiple sclerosis in the community</article-title>. <source>J Neurol</source> (<year>2013</year>) <volume>260</volume>(<issue>8</issue>):<fpage>2005</fpage>&#x02013;<lpage>15</lpage>.<pub-id pub-id-type="doi">10.1007/s00415-013-6925-z</pub-id><pub-id pub-id-type="pmid">23615703</pub-id></citation></ref>
<ref id="B25"><label>25</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Michalski</surname> <given-names>D</given-names></name> <name><surname>Liebig</surname> <given-names>S</given-names></name> <name><surname>Thomae</surname> <given-names>E</given-names></name> <name><surname>Hinz</surname> <given-names>A</given-names></name> <name><surname>Bergh</surname> <given-names>FT</given-names></name></person-group>. <article-title>Pain in patients with multiple sclerosis: a complex assessment including quantitative and qualitative measurements provides for a disease-related biopsychosocial pain model</article-title>. <source>J Pain Res</source> (<year>2011</year>) <volume>4</volume>:<fpage>219</fpage>&#x02013;<lpage>25</lpage>.<pub-id pub-id-type="doi">10.2147/JPR.S20309</pub-id><pub-id pub-id-type="pmid">21887119</pub-id></citation></ref>
<ref id="B26"><label>26</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silva</surname> <given-names>JV</given-names></name> <name><surname>Oliveira</surname> <given-names>BF</given-names></name> <name><surname>Nascimento</surname> <given-names>OJ</given-names></name> <name><surname>Farinhas</surname> <given-names>JG</given-names></name> <name><surname>Cavaliere</surname> <given-names>MG</given-names></name> <name><surname>Cal Hde</surname> <given-names>S</given-names></name> <etal/></person-group> <article-title>Increased multiple sclerosis relapses related to lower prevalence of pain</article-title>. <source>Arq Neuropsiquiatr</source> (<year>2015</year>) <volume>73</volume>(<issue>7</issue>):<fpage>593</fpage>&#x02013;<lpage>600</lpage>.<pub-id pub-id-type="doi">10.1590/0004-282X20150073</pub-id><pub-id pub-id-type="pmid">26200054</pub-id></citation></ref>
<ref id="B27"><label>27</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alschuler</surname> <given-names>KN</given-names></name> <name><surname>Ehde</surname> <given-names>DM</given-names></name> <name><surname>Jensen</surname> <given-names>MP</given-names></name></person-group>. <article-title>Co-occurring depression and pain in multiple sclerosis</article-title>. <source>Phys Med Rehabil Clin N Am</source> (<year>2013</year>) <volume>24</volume>(<issue>4</issue>):<fpage>703</fpage>&#x02013;<lpage>15</lpage>.<pub-id pub-id-type="doi">10.1016/j.pmr.2013.06.001</pub-id></citation></ref>
<ref id="B28"><label>28</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Seixas</surname> <given-names>D</given-names></name> <name><surname>Foley</surname> <given-names>P</given-names></name> <name><surname>Palace</surname> <given-names>J</given-names></name> <name><surname>Lima</surname> <given-names>D</given-names></name> <name><surname>Ramos</surname> <given-names>I</given-names></name> <name><surname>Tracey</surname> <given-names>I</given-names></name></person-group>. <article-title>Pain in multiple sclerosis: a systematic review of neuroimaging studies</article-title>. <source>Neuroimage Clin</source> (<year>2014</year>) <volume>5</volume>:<fpage>322</fpage>&#x02013;<lpage>31</lpage>.<pub-id pub-id-type="doi">10.1016/j.nicl.2014.06.014</pub-id><pub-id pub-id-type="pmid">25161898</pub-id></citation></ref>
<ref id="B29"><label>29</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zvolensky</surname> <given-names>MJ</given-names></name> <name><surname>McMillan</surname> <given-names>KA</given-names></name> <name><surname>Gonzalez</surname> <given-names>A</given-names></name> <name><surname>Asmundson</surname> <given-names>GJ</given-names></name></person-group>. <article-title>Chronic musculoskeletal pain and cigarette smoking among a representative sample of Canadian adolescents and adults</article-title>. <source>Addict Behav</source> (<year>2010</year>) <volume>35</volume>(<issue>11</issue>):<fpage>1008</fpage>&#x02013;<lpage>12</lpage>.<pub-id pub-id-type="doi">10.1016/j.addbeh.2010.06.019</pub-id><pub-id pub-id-type="pmid">20621422</pub-id></citation></ref>
<ref id="B30"><label>30</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shi</surname> <given-names>Y</given-names></name> <name><surname>Hooten</surname> <given-names>WM</given-names></name> <name><surname>Roberts</surname> <given-names>RO</given-names></name> <name><surname>Warner</surname> <given-names>DO</given-names></name></person-group>. <article-title>Modifiable risk factors for incidence of pain in older adults</article-title>. <source>Pain</source> (<year>2010</year>) <volume>151</volume>(<issue>2</issue>):<fpage>366</fpage>&#x02013;<lpage>71</lpage>.<pub-id pub-id-type="doi">10.1016/j.pain.2010.07.021</pub-id><pub-id pub-id-type="pmid">20696524</pub-id></citation></ref>
<ref id="B31"><label>31</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ditre</surname> <given-names>JW</given-names></name> <name><surname>Brandon</surname> <given-names>TH</given-names></name> <name><surname>Zale</surname> <given-names>EL</given-names></name> <name><surname>Meagher</surname> <given-names>MM</given-names></name></person-group>. <article-title>Pain, nicotine, and smoking: research findings and mechanistic considerations</article-title>. <source>Psychol Bull</source> (<year>2011</year>) <volume>137</volume>(<issue>6</issue>):<fpage>1065</fpage>&#x02013;<lpage>93</lpage>.<pub-id pub-id-type="doi">10.1037/a0025544</pub-id><pub-id pub-id-type="pmid">21967450</pub-id></citation></ref>
<ref id="B32"><label>32</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zale</surname> <given-names>EL</given-names></name> <name><surname>Maisto</surname> <given-names>SA</given-names></name> <name><surname>Ditre</surname> <given-names>JW</given-names></name></person-group>. <article-title>Anxiety and depression in bidirectional relations between pain and smoking: implications for smoking cessation</article-title>. <source>Behav Modif</source> (<year>2016</year>) <volume>40</volume>(<issue>1&#x02013;2</issue>):<fpage>7</fpage>&#x02013;<lpage>28</lpage>.<pub-id pub-id-type="doi">10.1177/0145445515610744</pub-id><pub-id pub-id-type="pmid">26467214</pub-id></citation></ref>
<ref id="B33"><label>33</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weston</surname> <given-names>M</given-names></name> <name><surname>Constantinescu</surname> <given-names>CS</given-names></name></person-group>. <article-title>What role does tobacco smoking play in multiple sclerosis disability and mortality? A review of the evidence</article-title>. <source>Neurodegener Dis Manag</source> (<year>2015</year>) <volume>5</volume>(<issue>1</issue>):<fpage>19</fpage>&#x02013;<lpage>25</lpage>.<pub-id pub-id-type="doi">10.2217/nmt.14.45</pub-id></citation></ref>
<ref id="B34"><label>34</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Motl</surname> <given-names>RW</given-names></name> <name><surname>McAuley</surname> <given-names>E</given-names></name> <name><surname>Snook</surname> <given-names>EM</given-names></name> <name><surname>Gliottoni</surname> <given-names>RC</given-names></name></person-group>. <article-title>Physical activity and quality of life in multiple sclerosis: intermediary roles of disability, fatigue, mood, pain, self-efficacy and social support</article-title>. <source>Psychol Health Med</source> (<year>2009</year>) <volume>14</volume>(<issue>1</issue>):<fpage>111</fpage>&#x02013;<lpage>24</lpage>.<pub-id pub-id-type="doi">10.1080/13548500802241902</pub-id><pub-id pub-id-type="pmid">19085318</pub-id></citation></ref>
<ref id="B35"><label>35</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hassanpour Dehkordi</surname> <given-names>A</given-names></name></person-group>. <article-title>Influence of yoga and aerobics exercise on fatigue, pain and psychosocial status in patients with multiple sclerosis: a randomized trial</article-title>. <source>J Sports Med Phys Fitness</source> (<year>2015</year>) <volume>56</volume>(<issue>11</issue>):<fpage>1417</fpage>&#x02013;<lpage>22</lpage>.</citation></ref>
<ref id="B36"><label>36</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koltyn</surname> <given-names>KF</given-names></name></person-group>. <article-title>Analgesia following exercise: a review</article-title>. <source>Sports Med</source> (<year>2000</year>) <volume>29</volume>(<issue>2</issue>):<fpage>85</fpage>&#x02013;<lpage>98</lpage>.<pub-id pub-id-type="doi">10.2165/00007256-200029020-00002</pub-id><pub-id pub-id-type="pmid">10701712</pub-id></citation></ref>
<ref id="B37"><label>37</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larsson</surname> <given-names>C</given-names></name> <name><surname>Ekvall Hansson</surname> <given-names>E</given-names></name> <name><surname>Sundquist</surname> <given-names>K</given-names></name> <name><surname>Jakobsson</surname> <given-names>U</given-names></name></person-group>. <article-title>Impact of pain characteristics and fear-avoidance beliefs on physical activity levels among older adults with chronic pain: a population-based, longitudinal study</article-title>. <source>BMC Geriatr</source> (<year>2016</year>) <volume>16</volume>:<fpage>50</fpage>.<pub-id pub-id-type="doi">10.1186/s12877-016-0224-3</pub-id><pub-id pub-id-type="pmid">26912216</pub-id></citation></ref>
<ref id="B38"><label>38</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harrison</surname> <given-names>AM</given-names></name> <name><surname>Silber</surname> <given-names>E</given-names></name> <name><surname>McCracken</surname> <given-names>LM</given-names></name> <name><surname>Moss-Morris</surname> <given-names>R</given-names></name></person-group>. <article-title>Beyond a physical symptom: the importance of psychosocial factors in multiple sclerosis pain</article-title>. <source>Eur J Neurol</source> (<year>2015</year>) <volume>22</volume>(<issue>11</issue>):<fpage>1443</fpage>&#x02013;<lpage>52</lpage>.<pub-id pub-id-type="doi">10.1111/ene.12763</pub-id><pub-id pub-id-type="pmid">26177836</pub-id></citation></ref>
<ref id="B39"><label>39</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Motl</surname> <given-names>RW</given-names></name> <name><surname>Pilutti</surname> <given-names>LA</given-names></name></person-group>. <article-title>Is physical exercise a multiple sclerosis disease modifying treatment?</article-title> <source>Expert Rev Neurother</source> (<year>2016</year>) <volume>16</volume>(<issue>8</issue>):<fpage>951</fpage>&#x02013;<lpage>60</lpage>.<pub-id pub-id-type="doi">10.1080/14737175.2016.1193008</pub-id><pub-id pub-id-type="pmid">27219279</pub-id></citation></ref>
<ref id="B40"><label>40</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Motl</surname> <given-names>RW</given-names></name> <name><surname>Sandroff</surname> <given-names>BM</given-names></name></person-group>. <article-title>Benefits of exercise training in multiple sclerosis</article-title>. <source>Curr Neurol Neurosci Rep</source> (<year>2015</year>) <volume>15</volume>(<issue>9</issue>):<fpage>62</fpage>.<pub-id pub-id-type="doi">10.1007/s11910-015-0585-6</pub-id><pub-id pub-id-type="pmid">26223831</pub-id></citation></ref>
<ref id="B41"><label>41</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Heine</surname> <given-names>M</given-names></name></person-group>. <source>Treating Fatigue in Multiple Sclerosis: Aerobic Training</source>. <publisher-loc>Utrecht</publisher-loc>: <publisher-name>Universiteit Utrecht</publisher-name> (<year>2016</year>).</citation></ref>
<ref id="B42"><label>42</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pilutti</surname> <given-names>LA</given-names></name> <name><surname>Dlugonski</surname> <given-names>D</given-names></name> <name><surname>Sandroff</surname> <given-names>BM</given-names></name> <name><surname>Klaren</surname> <given-names>R</given-names></name> <name><surname>Motl</surname> <given-names>RW</given-names></name></person-group>. <article-title>Randomized controlled trial of a behavioral intervention targeting symptoms and physical activity in multiple sclerosis</article-title>. <source>Mult Scler</source> (<year>2014</year>) <volume>20</volume>(<issue>5</issue>):<fpage>594</fpage>&#x02013;<lpage>601</lpage>.<pub-id pub-id-type="doi">10.1177/1352458513503391</pub-id><pub-id pub-id-type="pmid">24009162</pub-id></citation></ref>
<ref id="B43"><label>43</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tramullas</surname> <given-names>M</given-names></name> <name><surname>Finger</surname> <given-names>BC</given-names></name> <name><surname>Dinan</surname> <given-names>TG</given-names></name> <name><surname>Cryan</surname> <given-names>JF</given-names></name></person-group>. <article-title>Obesity takes its toll on visceral pain: high-fat diet induces toll-like receptor 4-dependent visceral hypersensitivity</article-title>. <source>PLoS One</source> (<year>2016</year>) <volume>11</volume>(<issue>5</issue>):<fpage>e0155367</fpage>.<pub-id pub-id-type="doi">10.1371/journal.pone.0155367</pub-id><pub-id pub-id-type="pmid">27159520</pub-id></citation></ref>
<ref id="B44"><label>44</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Loredo-Perez</surname> <given-names>AA</given-names></name> <name><surname>Montalvo-Blanco</surname> <given-names>CE</given-names></name> <name><surname>Hernandez-Gonzalez</surname> <given-names>LI</given-names></name> <name><surname>Anaya-Reyes</surname> <given-names>M</given-names></name> <name><surname>Fernandez Del Valle-Laisequilla</surname> <given-names>C</given-names></name> <name><surname>Reyes-Garcia</surname> <given-names>JG</given-names></name> <etal/></person-group> <article-title>High-fat diet exacerbates pain-like behaviors and periarticular bone loss in mice with CFA-induced knee arthritis</article-title>. <source>Obesity (Silver Spring)</source> (<year>2016</year>) <volume>24</volume>(<issue>5</issue>):<fpage>1106</fpage>&#x02013;<lpage>15</lpage>.<pub-id pub-id-type="doi">10.1002/oby.21485</pub-id><pub-id pub-id-type="pmid">27030572</pub-id></citation></ref>
<ref id="B45"><label>45</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Totsch</surname> <given-names>SK</given-names></name> <name><surname>Waite</surname> <given-names>ME</given-names></name> <name><surname>Tomkovich</surname> <given-names>A</given-names></name> <name><surname>Quinn</surname> <given-names>TL</given-names></name> <name><surname>Gower</surname> <given-names>BA</given-names></name> <name><surname>Sorge</surname> <given-names>RE</given-names></name></person-group>. <article-title>Total western diet alters mechanical and thermal sensitivity and prolongs hypersensitivity following complete Freund&#x02019;s adjuvant in mice</article-title>. <source>J Pain</source> (<year>2016</year>) <volume>17</volume>(<issue>1</issue>):<fpage>119</fpage>&#x02013;<lpage>25</lpage>.<pub-id pub-id-type="doi">10.1016/j.jpain.2015.10.006</pub-id><pub-id pub-id-type="pmid">26597348</pub-id></citation></ref>
<ref id="B46"><label>46</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Magnusson</surname> <given-names>K</given-names></name> <name><surname>Osteras</surname> <given-names>N</given-names></name> <name><surname>Mowinckel</surname> <given-names>P</given-names></name> <name><surname>Natvig</surname> <given-names>B</given-names></name> <name><surname>Hagen</surname> <given-names>KB</given-names></name></person-group>. <article-title>No strong temporal relationship between obesity and multisite pain &#x02013; results from a population-based 20-year follow-up study</article-title>. <source>Eur J Pain</source> (<year>2014</year>) <volume>18</volume>(<issue>1</issue>):<fpage>120</fpage>&#x02013;<lpage>7</lpage>.<pub-id pub-id-type="doi">10.1002/j.1532-2149.2013.00338.x</pub-id></citation></ref>
<ref id="B47"><label>47</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roffey</surname> <given-names>DM</given-names></name> <name><surname>Ashdown</surname> <given-names>LC</given-names></name> <name><surname>Dornan</surname> <given-names>HD</given-names></name> <name><surname>Creech</surname> <given-names>MJ</given-names></name> <name><surname>Dagenais</surname> <given-names>S</given-names></name> <name><surname>Dent</surname> <given-names>RM</given-names></name> <etal/></person-group> <article-title>Pilot evaluation of a multidisciplinary, medically supervised, nonsurgical weight loss program on the severity of low back pain in obese adults</article-title>. <source>Spine J</source> (<year>2011</year>) <volume>11</volume>(<issue>3</issue>):<fpage>197</fpage>&#x02013;<lpage>204</lpage>.<pub-id pub-id-type="doi">10.1016/j.spinee.2011.01.031</pub-id></citation></ref>
<ref id="B48"><label>48</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larsson</surname> <given-names>UE</given-names></name></person-group>. <article-title>Influence of weight loss on pain, perceived disability and observed functional limitations in obese women</article-title>. <source>Int J Obes Relat Metab Disord</source> (<year>2004</year>) <volume>28</volume>(<issue>2</issue>):<fpage>269</fpage>&#x02013;<lpage>77</lpage>.<pub-id pub-id-type="doi">10.1038/sj.ijo.0802534</pub-id><pub-id pub-id-type="pmid">14610533</pub-id></citation></ref>
<ref id="B49"><label>49</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Masheb</surname> <given-names>RM</given-names></name> <name><surname>Lutes</surname> <given-names>LD</given-names></name> <name><surname>Kim</surname> <given-names>HM</given-names></name> <name><surname>Holleman</surname> <given-names>RG</given-names></name> <name><surname>Goodrich</surname> <given-names>DE</given-names></name> <name><surname>Janney</surname> <given-names>CA</given-names></name> <etal/></person-group> <article-title>Weight loss outcomes in patients with pain</article-title>. <source>Obesity (Silver Spring)</source> (<year>2015</year>) <volume>23</volume>(<issue>9</issue>):<fpage>1778</fpage>&#x02013;<lpage>84</lpage>.<pub-id pub-id-type="doi">10.1002/oby.21160</pub-id><pub-id pub-id-type="pmid">26237112</pub-id></citation></ref>
<ref id="B50"><label>50</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paley</surname> <given-names>CA</given-names></name> <name><surname>Johnson</surname> <given-names>MI</given-names></name></person-group>. <article-title>Physical activity to reduce systemic inflammation associated with chronic pain and obesity: a narrative review</article-title>. <source>Clin J Pain</source> (<year>2016</year>) <volume>32</volume>(<issue>4</issue>):<fpage>365</fpage>&#x02013;<lpage>70</lpage>.<pub-id pub-id-type="doi">10.1097/AJP.0000000000000258</pub-id><pub-id pub-id-type="pmid">25988939</pub-id></citation></ref>
<ref id="B51"><label>51</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Marck</surname> <given-names>CH</given-names></name> <name><surname>Neate</surname> <given-names>SL</given-names></name> <name><surname>Taylor</surname> <given-names>KL</given-names></name> <name><surname>Weiland</surname> <given-names>TJ</given-names></name> <name><surname>Jelinek</surname> <given-names>GA</given-names></name></person-group>. <article-title>Prevalence of comorbidities, overweight and obesity in an international sample of people with multiple sclerosis and associations with modifiable lifestyle factors</article-title>. <source>PLoS One</source> (<year>2016</year>) <volume>11</volume>(<issue>2</issue>):<fpage>e0148573</fpage>.<pub-id pub-id-type="doi">10.1371/journal.pone.0148573</pub-id></citation></ref>
<ref id="B52"><label>52</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Foster</surname> <given-names>M</given-names></name> <name><surname>Zivadinov</surname> <given-names>R</given-names></name> <name><surname>Weinstock-Guttman</surname> <given-names>B</given-names></name> <name><surname>Tamano-Blanco</surname> <given-names>M</given-names></name> <name><surname>Badgett</surname> <given-names>D</given-names></name> <name><surname>Carl</surname> <given-names>E</given-names></name> <etal/></person-group> <article-title>Associations of moderate alcohol consumption with clinical and MRI measures in multiple sclerosis</article-title>. <source>J Neuroimmunol</source> (<year>2012</year>) <volume>243</volume>(<issue>1&#x02013;2</issue>):<fpage>61</fpage>&#x02013;<lpage>8</lpage>.<pub-id pub-id-type="doi">10.1016/j.jneuroim.2011.12.007</pub-id><pub-id pub-id-type="pmid">22261546</pub-id></citation></ref>
<ref id="B53"><label>53</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wai</surname> <given-names>EK</given-names></name> <name><surname>Rodriguez</surname> <given-names>S</given-names></name> <name><surname>Dagenais</surname> <given-names>S</given-names></name> <name><surname>Hall</surname> <given-names>H</given-names></name></person-group>. <article-title>Evidence-informed management of chronic low back pain with physical activity, smoking cessation, and weight loss</article-title>. <source>Spine J</source> (<year>2008</year>) <volume>8</volume>(<issue>1</issue>):<fpage>195</fpage>&#x02013;<lpage>202</lpage>.<pub-id pub-id-type="doi">10.1016/j.spinee.2007.10.024</pub-id><pub-id pub-id-type="pmid">18164467</pub-id></citation></ref>
<ref id="B54"><label>54</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sullivan</surname> <given-names>AB</given-names></name> <name><surname>Scheman</surname> <given-names>J</given-names></name> <name><surname>Lopresti</surname> <given-names>A</given-names></name> <name><surname>Prayor-Patterson</surname> <given-names>H</given-names></name></person-group>. <article-title>Interdisciplinary treatment of patients with multiple sclerosis and chronic pain: a descriptive study</article-title>. <source>Int J MS Care</source> (<year>2012</year>) <volume>14</volume>(<issue>4</issue>):<fpage>216</fpage>&#x02013;<lpage>20</lpage>.<pub-id pub-id-type="doi">10.7224/1537-2073-14.4.216</pub-id><pub-id pub-id-type="pmid">24453754</pub-id></citation></ref>
</ref-list>
</back>
</article>