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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLOS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1371/journal.pone.0226280</article-id>
<article-id pub-id-type="publisher-id">PONE-D-19-19251</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Organisms</subject><subj-group><subject>Eukaryota</subject><subj-group><subject>Animals</subject><subj-group><subject>Vertebrates</subject><subj-group><subject>Amniotes</subject><subj-group><subject>Mammals</subject><subj-group><subject>Dogs</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Evolutionary biology</subject><subj-group><subject>Population genetics</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Genetics</subject><subj-group><subject>Population genetics</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Population biology</subject><subj-group><subject>Population genetics</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Research and analysis methods</subject><subj-group><subject>Imaging techniques</subject><subj-group><subject>Morphometry</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Evolutionary biology</subject><subj-group><subject>Population genetics</subject><subj-group><subject>Genetic polymorphism</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Genetics</subject><subj-group><subject>Population genetics</subject><subj-group><subject>Genetic polymorphism</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Population biology</subject><subj-group><subject>Population genetics</subject><subj-group><subject>Genetic polymorphism</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Organisms</subject><subj-group><subject>Eukaryota</subject><subj-group><subject>Animals</subject><subj-group><subject>Animal types</subject><subj-group><subject>Pets and companion animals</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Zoology</subject><subj-group><subject>Animal types</subject><subj-group><subject>Pets and companion animals</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Genetics</subject><subj-group><subject>Genetic loci</subject><subj-group><subject>Alleles</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Diagnostic medicine</subject><subj-group><subject>Auscultation</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Genetics</subject><subj-group><subject>Heredity</subject><subj-group><subject>Heterozygosity</subject></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Breeding French bulldogs so that they breathe well—A long way to go</article-title>
<alt-title alt-title-type="running-head">Brachysephalic syndrome in French bulldogs</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes" xlink:type="simple">
<name name-style="western">
<surname>Ravn-Mølby</surname>
<given-names>Eva-Marie</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Investigation</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0003-4744-8841</contrib-id>
<name name-style="western">
<surname>Sindahl</surname>
<given-names>Line</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Investigation</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0003-2417-0787</contrib-id>
<name name-style="western">
<surname>Nielsen</surname>
<given-names>Søren Saxmose</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Validation</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Bruun</surname>
<given-names>Camilla S.</given-names>
</name>
<role content-type="http://credit.casrai.org/">Supervision</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0003-0397-3273</contrib-id>
<name name-style="western">
<surname>Sandøe</surname>
<given-names>Peter</given-names>
</name>
<role content-type="http://credit.casrai.org/">Supervision</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0002-3563-7648</contrib-id>
<name name-style="western">
<surname>Fredholm</surname>
<given-names>Merete</given-names>
</name>
<role content-type="http://credit.casrai.org/">Conceptualization</role>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Methodology</role>
<role content-type="http://credit.casrai.org/">Supervision</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
</contrib-group>
<aff id="aff001"><label>1</label> <addr-line>Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg C, Denmark</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>Department of Food and Resource Economics, University of Copenhagen, Frederiksberg C, Denmark</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Loor</surname>
<given-names>Juan J.</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>University of Illinois, UNITED STATES</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>The authors have declared that no competing interests exist.</p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">mf@sund.ku.dk</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>12</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="collection">
<year>2019</year>
</pub-date>
<volume>14</volume>
<issue>12</issue>
<elocation-id>e0226280</elocation-id>
<history>
<date date-type="received">
<day>9</day>
<month>7</month>
<year>2019</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>11</month>
<year>2019</year>
</date>
</history>
<permissions>
<copyright-year>2019</copyright-year>
<copyright-holder>Ravn-Mølby et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="info:doi/10.1371/journal.pone.0226280"/>
<abstract>
<p>Brachycephalic syndrome (BS) is a pathophysiological disorder caused by excessive soft tissue within the upper airways of short-nosed dog breeds, causing obstruction of the nasal, pharyngeal and laryngeal lumen, resulting in severe respiratory distress. As the prevalence of BS appears to be high among some of the affected breeds, there is an urgent need for breeding efforts to improve the health status of those dogs. In the present study, we evaluated correlations between morphometric and other phenotypic characteristics and BS in a population of 69 French bulldogs from Denmark to identify parameters that could serve as a basis for breeding against BS. Furthermore, the genetic variation was monitored to determine whether it would be possible to breed based on these characteristics without simultaneously causing a critical reduction in genetic variation. Six phenotypic characteristics were correlated with the Brachycephalic Syndrome Functional (BSF) score. Among the morphometric risk factors, nostril stenosis (NS) and neck girth (NG) had the highest impact on the BSF score, accounting for 32% and 4% of the variation, respectively. The genetic variation in the population was comparable to other pure breeds, i.e. estimated and observed heterozygosity was 0.60 and the average inbreeding coefficient was 0.01. If only dogs with Grades 1 and 2 NS (no or only mild NS) were selected for breeding the mean BSF score would be reduced significantly. However, it would result in the exclusion of 81% of the population for breeding and this is not prudent. Excluding only dogs with severe stenosis (Grade 4) would exclude 50% of the population without any adverse impact on genetic variation within the population. Although exclusion of dogs with Grade 4 would result in an apparent reduction in the mean BSF score, this reduction is not significant. As NS accounts for 32% of the variation in BSF score, a possible long term strategy to reduce the prevalence of the BS in French bulldogs would seem to be a selection scheme that first excluded dogs with the most severe NS from breeding, gradually moving towards selecting dogs with lower NS grades. According to our findings there is no viable short term solution for reducing the prevalence of BS in the French bulldog population.</p>
</abstract>
<funding-group>
<funding-statement>We wish to thank the Danish Kennel Club for financial support provided to MF for the project. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="6"/>
<page-count count="14"/>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the paper and its Supporting Information files.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec001" sec-type="intro">
<title>Background</title>
<p>Brachycephalic syndrome (BS) constitutes a major health and welfare problem in several short-nosed breeds as it causes breathing difficulties, heat and exercise intolerance, sleep-disordered breathing, cyanosis and collapse in the affected individuals [<xref ref-type="bibr" rid="pone.0226280.ref001">1</xref>]. In line with the increased popularity of brachycephalic breeds and the demand for hyper-types, the problem seems to be continuously growing. Surgery and medical management can alleviate the symptoms of BS at the individual level, but prophylaxis through breeding is the only available solution at population level. As such, there is an urgent need for breeding efforts to improve the health status of dog breeds affected by BS.</p>
<p>This study aimed to elucidate the possibility of establishing a breeding strategy that could reduce BS in French bulldogs. In order to establish a breeding strategy, two conditions must be met: 1) effective selection criteria must be established, and 2) the proportion of the population deemed phenotypically acceptable for breeding must have sufficient genetic variation. While information on genetic variation can be readily obtained at population level, identification of appropriate selection criteria poses a bigger challenge.</p>
<p>Because health problems related to BS primarily occur due to anatomic abnormalities in the upper airways, quantitative assessment of the anatomical deviation using computer tomography (CT) and laryngoscopy seems to be an obvious way to grade BS. However, no published studies have evaluated whether objective measures of the problematic anatomic abnormalities reflect the degree of functional deterioration. It is the functional impact of the patho-anatomy that affects the daily life of the individual dog and which therefore should be in focus. There are several other reasons for substituting assessment of the anatomical deviations with functional assessment of BS: Firstly CT and laryngoscopy require generalized anesthesia, which poses an increased risk in brachycephalic dogs, and secondly, CT and laryngoscopy are expensive to carry out, which might withhold some breeders from having them performed. Therefore, in the current study, functional assessment is used to identify phenotypic risk factors that may be used as part of an effective breeding strategy.</p>
<p>As BS has evolved in line with intensified breeding for shorter muzzles in brachycephalic breeds, muzzle length has been recognized as the determining factor for BS, despite a lack of evidence relating to the scaling effect [<xref ref-type="bibr" rid="pone.0226280.ref002">2</xref>, <xref ref-type="bibr" rid="pone.0226280.ref003">3</xref>]. While Packer and others [<xref ref-type="bibr" rid="pone.0226280.ref003">3</xref>] found the risk of BS increased steeply in a non-linear manner concordant with a decrease in the craniofacial ratio (CFR), Liu and others [<xref ref-type="bibr" rid="pone.0226280.ref002">2</xref>] found only a weak association between CFR and the risk of BS in French bulldogs. A short muzzle in itself therefore does not seem to be a major risk factor for BS when evaluated within the range of lengths represented within the French bulldog population. Accordingly, recent studies have identified various other risk factors including sex, body condition score (BCS) and external morphometric features including neck girth (NG) and degree of nostril stenosis (NS) [<xref ref-type="bibr" rid="pone.0226280.ref002">2</xref>, <xref ref-type="bibr" rid="pone.0226280.ref003">3</xref>].</p>
<p>Although the degree of external NS is not a direct expression of the degree of intranasal stenosis, the inner nasal vestibule is often concomitantly reduced due to a relatively large inner wing of nasal cartilage [<xref ref-type="bibr" rid="pone.0226280.ref004">4</xref>, <xref ref-type="bibr" rid="pone.0226280.ref005">5</xref>]. While moderate-to-severe stenotic nostrils have been found to increase the mean BS index by only 16% across brachycephalic breeds, it has been shown that the risk of BS is increased by about 20 times in French bulldogs with moderate-to-severely stenotic nares [<xref ref-type="bibr" rid="pone.0226280.ref002">2</xref>, <xref ref-type="bibr" rid="pone.0226280.ref006">6</xref>].</p>
<p>Exercise testing in the form of a walk test, measured as distance walked during a 6-minute period, has proved effective in capturing differences in physical capacity of dogs with chronic heart failure, mild to moderate pulmonary disease, centronuclear myopathy and in dogs undergoing weight loss [<xref ref-type="bibr" rid="pone.0226280.ref007">7</xref>, <xref ref-type="bibr" rid="pone.0226280.ref008">8</xref>, <xref ref-type="bibr" rid="pone.0226280.ref009">9</xref>, <xref ref-type="bibr" rid="pone.0226280.ref010">10</xref>, <xref ref-type="bibr" rid="pone.0226280.ref011">11</xref>, <xref ref-type="bibr" rid="pone.0226280.ref012">12</xref>]. Likewise, it has been shown that the severity of BS in English Bulldogs is negatively correlated with the 6MWT distance and lately, the potential of exercise testing and laryngeal/tracheal auscultation as a valuable tool for grading of BS has been established [<xref ref-type="bibr" rid="pone.0226280.ref013">13</xref>, <xref ref-type="bibr" rid="pone.0226280.ref014">14</xref>].</p>
<p>In the present study we use the 6-minute walking test (6MWT), auscultation and dB recordings of upper airway noise to establish Brachycephalic Syndrome Functional scores (BSF scores). We evaluate the correlation between the BSF scores and morphometric and other phenotypic parameters (including parameters that might confound the results), in order to identify potential conformational risk factors applicable as tools in a breeding strategy. To investigate whether it would be possible to implement a selection scheme aimed at reducing the risk of BS at population level without creating a genetic bottleneck, the genetic variation in the total study population was evaluated and compared to the genetic variation in subpopulations selected based on morphometric traits highly correlated with low-level BS.</p>
</sec>
<sec id="sec002" sec-type="materials|methods">
<title>Methods</title>
<p>The study was performed at the University of Copenhagen, Department of Veterinary and Animal Science during March and April 2018. The dogs were tested in a quiet, air- and temperature-regulated (21–22°C) corridor within the department.</p>
<p>The study protocol was approved by the Research Ethics Committee for Science and Health at the University of Copenhagen (Ref 504-0027/18-5000).</p>
<sec id="sec003">
<title>Animal material</title>
<p>A total of 79 French bulldogs were recruited via the social media platform Facebook during March 2018. A public recruitment poster was posted on the first author’s personal wall and was shared 269 times by public dog groups, on private walls, and on veterinary pages. A total of 90 dogs unrelated at the parental level were included on first-come, first-served basis. Both FCI-registered and non-registered dogs were accepted for the study. A waiting list was established for all subsequent inquiries. Of the 90 dogs, 11 did not arrive for their appointment or their owners cancelled too late to invite the next on the waiting list. Consequently, the test population comprised 79 dogs. The dogs were 1–5 years of age and had no history of upper airway surgery or any detectable orthopedic, cardiovascular, neurological or pulmonary disease. Intake of medication that could potentially affect the physical capacity and clinical evaluation (e.g. steroids and nonsteroidal anti-inflammatory drugs) within the past 6 weeks was also a reason for exclusion. Informed consent forms were signed by all dog owners before the clinical study was performed.</p>
</sec>
<sec id="sec004">
<title>Clinical study</title>
<p>The clinical part of the study aimed to (i) register morphometric characteristics that could be correlated to BS, as well as other phenotypic characteristics that could be confounders for the correlations discovered (13 parameters in total), and (ii) use the BSF score as a proxy for degree of BS.</p>
<p>The morphometric and phenotypic characteristics included height (H), neck length (NL), neck girth (NG), the neck-length-to-neck-girth ratio (NLGR), muzzle length (ML), cranial length (CL), craniofacial ratio (CFR), nostril stenosis (NS), BCS and body weight (W). Details on how these parameters were established are provided in <xref ref-type="table" rid="pone.0226280.t001">Table 1</xref> and <xref ref-type="fig" rid="pone.0226280.g001">Fig 1</xref>. Measurements of the skull, neck and height were performed in accordance with [<xref ref-type="bibr" rid="pone.0226280.ref015">15</xref>], while the degree of NS was graded in accordance with [<xref ref-type="bibr" rid="pone.0226280.ref002">2</xref>]. The BCS scoring system used was the 9-point body condition scoring system [<xref ref-type="bibr" rid="pone.0226280.ref016">16</xref>]. The same two investigators scored and agreed on all BCS as well as nostril gradings (intra-observer error was not taken into account), and the latter were subsequently reviewed and confirmed using the rostro-caudal photos taken of nares. One investigator took all the morphometric measurements of the participating dogs to avoid any observer-related systematic error [<xref ref-type="bibr" rid="pone.0226280.ref002">2</xref>]. In addition to the morphometric measurements, the sex, neuter status and age were noted for each participating dog, based on owner information. All morphometric and phenotypic recordings are provided in <xref ref-type="supplementary-material" rid="pone.0226280.s001">S1 Table</xref>.</p>
<fig id="pone.0226280.g001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0226280.g001</object-id>
<label>Fig 1</label>
<caption>
<title>Representative examples of the four NS grades described in <xref ref-type="table" rid="pone.0226280.t001">Table 1</xref>.</title>
<p>From left to right: Grade 1, Grade 2, Grade 3, Grade 4.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.g001" xlink:type="simple"/>
</fig>
<table-wrap id="pone.0226280.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0226280.t001</object-id>
<label>Table 1</label> <caption><title>Description of measurements of morphometric and phenotypic characteristics.</title></caption>
<alternatives>
<graphic id="pone.0226280.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.t001" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left">PARAMETER</th>
<th align="justify">DESCRIPTION</th>
</tr>
</thead>
<tbody>
<tr>
<td align="justify"><bold>Nostril senosis (NS)</bold></td>
<td align="justify"/>
</tr>
<tr>
<td align="justify">Grade 1</td>
<td align="justify">Open nostrils: Nostrils are wide open.</td>
</tr>
<tr>
<td align="justify">Grade 2</td>
<td align="justify">Mildly stenotic nostrils: Slightly narrowed nostrils where the lateral nostril wall does not touch the medial nostril wall.</td>
</tr>
<tr>
<td align="justify">Grade 3</td>
<td align="justify">Moderately stenotic nostrils: The lateral nostril wall touches the medial nostril wall at the dorsal part of the nostril and the nostrils are only open at the bottom. The nostril wings were not able to move dorsolaterally immediately after the exercise test, and there may be nasal flaring.</td>
</tr>
<tr>
<td align="left">Grade 4</td>
<td align="left">Severely stenotic nostrils: Nostrils are almost closed. The dog may switch from nasal to oral breathing after stress or very gentle exercise such as playing.</td>
</tr>
<tr>
<td align="left"><bold>Height (H)</bold></td>
<td align="left">The linear distance from the ground to the dorsocranial angle of the scapula (withers). Measured when the dog is in an upright, stacked position.</td>
</tr>
<tr>
<td align="left"><bold>Muzzle length (ML)</bold></td>
<td align="left">The distance along the skull from the rostral end of the planum nasale to the dorsal plane between the punctae lacrimale of the left and right eye (the stop).</td>
</tr>
<tr>
<td align="left"><bold>Cranial length (CL)</bold></td>
<td align="left">The distance along the skull from the stop to the external occipital protuberance.</td>
</tr>
<tr>
<td align="left"><bold>Neck length (NL)</bold></td>
<td align="left">The distance along the body from the external occipital protuberance to the dorsal plane of the withers. This is measured along the median plane of the dog.</td>
</tr>
<tr>
<td align="left"><bold>Neck girth (NG)</bold></td>
<td align="left">The circumference of the neck at the median distance between the external occipital protuberance and the withers.</td>
</tr>
<tr>
<td align="left"><bold>Neck girth-to-length ratio (NGLR)</bold></td>
<td align="left">The ratio of neck girth to neck length: NGLR = <inline-formula id="pone.0226280.e001"><alternatives><graphic id="pone.0226280.e001g" mimetype="image" position="anchor" xlink:href="info:doi/10.1371/journal.pone.0226280.e001" xlink:type="simple"/><mml:math display="inline" id="M1"><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">N</mml:mi><mml:mi mathvariant="normal">G</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">N</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:mrow></mml:mfrac></mml:math></alternatives></inline-formula></td>
</tr>
<tr>
<td align="left"><bold>Cranio-facial ratio (CFR)</bold></td>
<td align="left">The ratio of cranial length to muzzle length: CFR = <inline-formula id="pone.0226280.e002"><alternatives><graphic id="pone.0226280.e002g" mimetype="image" position="anchor" xlink:href="info:doi/10.1371/journal.pone.0226280.e002" xlink:type="simple"/><mml:math display="inline" id="M2"><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">C</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">M</mml:mi><mml:mi mathvariant="normal">L</mml:mi></mml:mrow></mml:mfrac></mml:math></alternatives></inline-formula></td>
</tr>
<tr>
<td align="justify"><bold>Body Condition Score (BCS)</bold></td>
<td align="left">[<xref ref-type="bibr" rid="pone.0226280.ref016">16</xref>]</td>
</tr>
</tbody>
</table>
</alternatives>
</table-wrap>
<p>The BSF score was used as a proxy for degree of BS. This score is a continuous variable calculated on the basis of 16 assessments of upper airway noise and the presence of respiratory distress at rest during and after a submaximal exercise test and after a 15-minute recovery period. Information relating to 1) respiratory distress 2) audible upper airway noise during auscultation of the a) lungs and b) trachea/larynx, 3) the presence of audible upper airway noise without a stethoscope, and 4) decibel recordings was registered prior to and immediately after a 6-minute walk test (6MWT) and after a 15-minute recovery period. The decibel recordings were done using the app “Sound Meter” version 1.1 by Examobile on an iPhone 8, where 0–30 dB was considered baseline (background noise), while 30–40 dB yielded a score of 1, and 40–50 dB a score of 2. The presence of audible upper respiratory noise without a stethoscope was also registered during exercise. The presence of respiratory distress as well as intermittent noise returned a score of 1, while continuous abnormal upper airway noise yielded a score of 2. The scores were summed to generate a total score for each dog ranging from 0–32 (see <xref ref-type="table" rid="pone.0226280.t002">Table 2</xref> for details on the calculation scheme). All scores for the individual dogs are presented in <xref ref-type="supplementary-material" rid="pone.0226280.s002">S2 Table</xref>.</p>
<table-wrap id="pone.0226280.t002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0226280.t002</object-id>
<label>Table 2</label> <caption><title>Illustration of the scoring system used to calculate the Brachycephalic Syndrome Functional score (BSF score).</title></caption>
<alternatives>
<graphic id="pone.0226280.t002g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.t002" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left" colspan="2"/>
<th align="center">Score<break/>0</th>
<th align="center">Score<break/>1</th>
<th align="center">Score<break/>2</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="5"><bold>Pre-exercise</bold></td>
<td align="left">Presence of respiratory distress</td>
<td align="left">No</td>
<td align="left">Yes</td>
<td align="left" style="background-color:#D9D9D9"/>
</tr>
<tr>
<td align="left">Presence of audible upper airway noise during auscultation of the lungs</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left">Presence of audible upper airway noise during auscultation of trachea/larynx</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left">Presence of upper airway noise audible without stethoscope</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left">Decibel recordings</td>
<td align="left">20–30 Hz</td>
<td align="left">30–40 Hz</td>
<td align="left">40–50 Hz</td>
</tr>
<tr>
<td align="left"><bold>During 6MWT</bold></td>
<td align="left">Presence of upper airway noise audible without stethoscope</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left" rowspan="5"><bold>Post-exercise</bold></td>
<td align="left">Presence of respiratory distress</td>
<td align="left">No</td>
<td align="left">Yes</td>
<td align="left" style="background-color:#D9D9D9"/>
</tr>
<tr>
<td align="left">Presence of audible upper airway noise during auscultation of the lungs</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left">Presence of audible upper airway noise during auscultation of trachea/larynx</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left">Presence of upper airway noise audible without stethoscope</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left">Decibel recordings</td>
<td align="left">20–30 Hz</td>
<td align="left">30–40 Hz</td>
<td align="left">40–50 Hz</td>
</tr>
<tr>
<td align="left" rowspan="5"><bold>Recovery</bold></td>
<td align="left">Presence of respiratory distress</td>
<td align="left">No</td>
<td align="left">Yes</td>
<td align="left" style="background-color:#D9D9D9"/>
</tr>
<tr>
<td align="left">Presence of audible upper airway noise during auscultation of the lungs</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left">Presence of audible upper airway noise during auscultation of trachea/larynx</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left">Presence of upper airway noise audible without stethoscope</td>
<td align="left">No</td>
<td align="left">Yes, intermittent</td>
<td align="left">Yes, continuously</td>
</tr>
<tr>
<td align="left">Decibel recordings</td>
<td align="left">20–30 Hz</td>
<td align="left">30–40 Hz</td>
<td align="left">40–50 Hz</td>
</tr>
</tbody>
</table>
</alternatives>
</table-wrap>
</sec>
<sec id="sec005">
<title>Data processing and statistical analysis</title>
<p>The Spearman Correlation test was used to assess the correlation between non-parametric numeric variables, while the Pearson Correlation test was performed on the variables deemed to follow a normal distribution. The Wilcoxon rank-sum test was used for comparison of the ranks of non-parametric variables with two levels, whereas the Kruskal-Wallis test by Ranks was performed on the nostril grade as it had &gt;2 levels. An unpaired two-tailed t-test without homogeneity of variance was used to compare means for data deemed to follow a normal distribution, and multivariable linear regression analysis was performed with the BSF score as the outcome and including parameters that were both relevant for breeding and significantly correlated with the BSF score as input variables: degree of NS (with three levels: 1–2, 3 and 4, NG (cm), muzzle length (cm), CFR. A backwards stepwise model selection based on Akaike’s Information Criterion was used to determine the model with the best fit. The Wilcoxon rank-sum test was used to compare non-parametric parameters. Statistical analyses were performed in R v. 3.5.1 [<xref ref-type="bibr" rid="pone.0226280.ref017">17</xref>] using a significance level of 0.05.</p>
</sec>
<sec id="sec006">
<title>Genotyping and evaluation of genetic variation</title>
<p>Buccal swabs were collected from all dogs for genetic testing. DNA was extracted from the swabs using the Wizard<sup>R</sup> Genomic DNA Purification Kit (Promega, Madison, USA) for purification of DNA. Microsatellite genotyping was performed using the Canine Genotypes TM panel 1.1, F-860S/L (Finnzymes Diagnostics, Finnzymes Oy, Keilaranta 16 A, 02150 Espoo, Finland) comprising 18 microsatellites distributed on 18 of the 19 canine autosomes. Breed detection was carried out in all the non-FCI registered dogs using the Wisdom Panel<sup>TM</sup> 4.0. Allele frequencies (f(A)), numbers of alleles (A<sub>A</sub>), effective alleles (A<sub>AE</sub>), observed and expected heterozygosity (H<sub>O</sub> and H<sub>E</sub>, respectively) and inbreeding coefficients (F) were calculated using Microsoft Excel. A<sub>AE</sub> is defined as the average number of equally frequent alleles (effective alleles) needed to achieve the average level of gene diversity (<inline-formula id="pone.0226280.e003"><alternatives><graphic id="pone.0226280.e003g" mimetype="image" position="anchor" xlink:href="info:doi/10.1371/journal.pone.0226280.e003" xlink:type="simple"/><mml:math display="inline" id="M3"><mml:msub><mml:mrow><mml:mi mathvariant="normal">A</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">E</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mn>1</mml:mn></mml:mrow><mml:mrow><mml:mn>1</mml:mn><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi mathvariant="normal">H</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">E</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:math></alternatives></inline-formula>). H<sub>E</sub> was calculated using the formula: <inline-formula id="pone.0226280.e004"><alternatives><graphic id="pone.0226280.e004g" mimetype="image" position="anchor" xlink:href="info:doi/10.1371/journal.pone.0226280.e004" xlink:type="simple"/><mml:math display="inline" id="M4"><mml:msub><mml:mrow><mml:mi mathvariant="normal">H</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">E</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>1</mml:mn><mml:mo>−</mml:mo><mml:mrow><mml:msubsup><mml:mo stretchy="false">∑</mml:mo><mml:mrow><mml:mi mathvariant="normal">i</mml:mi><mml:mo>=</mml:mo><mml:mn>1</mml:mn></mml:mrow><mml:mrow><mml:mi mathvariant="normal">n</mml:mi></mml:mrow></mml:msubsup><mml:mrow><mml:msubsup><mml:mrow><mml:mi mathvariant="normal">f</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="normal">A</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi mathvariant="normal">i</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:mrow></mml:mrow></mml:math></alternatives></inline-formula> where f(A)<sub>i</sub> is the frequency of the i<sup>th</sup> of n alleles, while H<sub>O</sub> is the heterozygosity present in the population directly derived from the actual genotype dataset. F is the population inbreeding coefficient (<inline-formula id="pone.0226280.e005"><alternatives><graphic id="pone.0226280.e005g" mimetype="image" position="anchor" xlink:href="info:doi/10.1371/journal.pone.0226280.e005" xlink:type="simple"/><mml:math display="inline" id="M5"><mml:mi mathvariant="normal">F</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant="normal">H</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">E</mml:mi><mml:mo>−</mml:mo></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi mathvariant="normal">H</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">O</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant="normal">H</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">E</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:math></alternatives></inline-formula>).</p>
<p>For the sake of investigating possibilities for selection, the population was hypothetically divided into three subpopulations. The genetic variation parameters and the BSF scores were compared between the subpopulation of dogs with NS1 and NS2 (NS<sub>1-2</sub>), the subpopulation of dogs with NS1, NS2, and NS3 (NS<sub>1-3</sub>), and the total study population (NS<sub>1-4</sub>). This was achieved by performing an unpaired two-tailed t-test without homogeneity of variance for normally distributed variables and a Wilcoxon rank-sum test for non-parametric variables.</p>
</sec>
</sec>
<sec id="sec007" sec-type="results">
<title>Results</title>
<p>A total of 79 French bulldogs participated in the study. On the day of testing, 7 dogs were excluded due to: orthopedic (n = 1) or behavior (n = 4) problems, being under one year of age (n = 1) or having an elevated core temperature (n = 1). After breed determination and revision of pedigrees, three dogs were excluded due to being of mixed breeds. Consequently, the total number included in the analyses was 69 dogs.</p>
<sec id="sec008">
<title>Evaluation of the clinical parameters</title>
<p>The BSF scores of the total study population were distributed with a mean value of 14.12 ± 7.22 standard deviations. The scores ranged from 0 to 29 out of 32, with only 3 dogs out of all 69 given a score of 0 (<xref ref-type="fig" rid="pone.0226280.g002">Fig 2</xref>).</p>
<fig id="pone.0226280.g002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0226280.g002</object-id>
<label>Fig 2</label>
<caption>
<title>The distribution of BSF scores within the study population.</title>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.g002" xlink:type="simple"/>
</fig>
<p>The correlations between the BSF score and the 14 clinical parameters are presented in <xref ref-type="table" rid="pone.0226280.t003">Table 3</xref>, which shows the mean and median for normally and non-normally distributed parameters, respectively. As can be seen, the population included in the analyses was almost equally distributed in terms of sex at 43% male and 57% female, with a total of 83% of the dogs being intact. The median age was 2.5 years, with the youngest dog tested at exactly 12 months of age and the oldest dog participating one month before turning six years old. The mean weight ± SD was 12.47 ± 2.25 kg, where 62.3% of dogs were overweight (BCS &gt; 5/9).</p>
<table-wrap id="pone.0226280.t003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0226280.t003</object-id>
<label>Table 3</label> <caption><title>Correlations between BSF score and morphometric and phenotypic parameters in 69 French bulldogs.</title></caption>
<alternatives>
<graphic id="pone.0226280.t003g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.t003" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<tbody>
<tr>
<td align="left"/>
<td align="center"><bold>Mean ± SD (min-max)</bold></td>
<td align="center"><bold>r (95% CI)</bold></td>
<td align="center"><bold><italic>p</italic></bold></td>
</tr>
<tr>
<td align="left"><bold>NL</bold> (cm)</td>
<td align="center">11.17 ± 1.89 (7–17)</td>
<td align="center">-0.15 (-0.37; 0.093)</td>
<td align="center">0.23<sup>p</sup></td>
</tr>
<tr>
<td align="left"><bold>NLGR</bold><xref ref-type="table-fn" rid="t003fn002">*</xref></td>
<td align="center">0.31 ± 0.050 (0.19–0.44)</td>
<td align="center">-0.31 (-0.51; -0.080)</td>
<td align="center">0.0094<sup>p</sup></td>
</tr>
<tr>
<td align="left"><bold>CL</bold> (cm)</td>
<td align="center">13.38 ± 1.07 (10–15.5)</td>
<td align="center">0.17 (-0.065; 0.39)</td>
<td align="center">0.15<sup>p</sup></td>
</tr>
<tr>
<td align="left"><bold>ML</bold><xref ref-type="table-fn" rid="t003fn002">*</xref> (cm)</td>
<td align="center">2.43 ± 0.54 (1.50–4)</td>
<td align="center">-0.26 (-0.47; -0.024)</td>
<td align="center">0.032<sup>p</sup></td>
</tr>
<tr>
<td align="left"><bold>CFR</bold><xref ref-type="table-fn" rid="t003fn002">*</xref></td>
<td align="center">0.18 ± 0.040 (0.10–0.30)</td>
<td align="center">-0.31 (-0.51; -0.080)</td>
<td align="center">0.0092<sup>p</sup></td>
</tr>
<tr>
<td align="left"><bold>W</bold> (kg)</td>
<td align="center">12.47 ± 2.25 (7–18.80)</td>
<td align="center">0.10 (-0.14; 0.33)</td>
<td align="center">0.39<sup>p</sup></td>
</tr>
<tr>
<td align="left"><bold>6MWT distance</bold></td>
<td align="center">511 ± 113 (270–752.80)</td>
<td align="center">-0.52 (-0.67; -0.32)</td>
<td align="center">0.0000056<sup>p</sup></td>
</tr>
<tr>
<td align="left"/>
<td align="center"><bold>Median (min-max)</bold></td>
<td align="center"><bold>Ϸ</bold></td>
<td align="center"><bold><italic>p</italic></bold></td>
</tr>
<tr>
<td align="left"><bold>NG</bold><xref ref-type="table-fn" rid="t003fn002">*</xref> (cm)</td>
<td align="center">36.57 (31–44)</td>
<td align="center">0.29</td>
<td align="center">0.015<sup>s</sup></td>
</tr>
<tr>
<td align="left"><bold>H</bold> (cm)</td>
<td align="center">33.32 (29–39)</td>
<td align="center">-0.16</td>
<td align="center">0.20<sup>s</sup></td>
</tr>
<tr>
<td align="left"><bold>Age</bold> (months)</td>
<td align="center">31.87 (12–71)</td>
<td align="center">-0.084</td>
<td align="center">0.49<sup>s</sup></td>
</tr>
<tr>
<td align="left" rowspan="5"><bold>NS</bold><xref ref-type="table-fn" rid="t003fn002">*</xref><break/><italic>Grade 1</italic><break/><italic>Grade 2</italic><break/><italic>Grade 3</italic><break/><italic>Grade 4</italic></td>
<td align="center">3 (1–4)</td>
<td align="center"/>
<td align="center" rowspan="5">0.00008<xref ref-type="table-fn" rid="t003fn005"><sup>k</sup></xref></td>
</tr>
<tr>
<td align="center">1.4%</td>
<td align="center"/>
</tr>
<tr>
<td align="center">17.4%</td>
<td align="center"/>
</tr>
<tr>
<td align="center">31.9%</td>
<td align="center"/>
</tr>
<tr>
<td align="center">49.3%</td>
<td align="center"/>
</tr>
<tr>
<td align="left" rowspan="2"><bold>Neuter status</bold> <italic>Neutered</italic><break/><italic>Intact</italic></td>
<td align="center">17.4%</td>
<td align="center"/>
<td align="center" rowspan="2">0.25<xref ref-type="table-fn" rid="t003fn006"><sup>w</sup></xref></td>
</tr>
<tr>
<td align="center">82.6%</td>
<td align="center"/>
</tr>
<tr>
<td align="left" rowspan="2"><bold>Sex</bold><xref ref-type="table-fn" rid="t003fn002">*</xref> <italic>Male</italic><break/><italic>Female</italic></td>
<td align="center">43.5%</td>
<td align="center"/>
<td align="center" rowspan="2">0.017<xref ref-type="table-fn" rid="t003fn006"><sup>w</sup></xref></td>
</tr>
<tr>
<td align="center">56.5%</td>
<td align="center"/>
</tr>
<tr>
<td align="left" rowspan="2"><bold>BCS</bold><xref ref-type="table-fn" rid="t003fn002">*</xref> <italic>Normal Overweight</italic></td>
<td align="center">37.7%</td>
<td align="center"/>
<td align="center" rowspan="2">0.037<xref ref-type="table-fn" rid="t003fn006"><sup>w</sup></xref></td>
</tr>
<tr>
<td align="center">62.3%</td>
<td align="center"/>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t003fn001"><p>NL = neck length; NLGR = Neck length to girth ratio; CL = cranial length; ML = muzzle length; CFR = Craniofacial ratio; W = weight; 6MWT = 6-minute walking test; NG = neck girth; H = height; NS = nostril stenosis; BCS = body condition score</p></fn>
<fn id="t003fn002"><p>*Variables that are statistically correlated with the BSF score at a significance level of 0.05</p></fn>
<fn id="t003fn003"><p>r = Pearson Correlation coefficient and associated test (p)</p></fn>
<fn id="t003fn004"><p>Ϸ = Spearman Correlation coefficient and associated test (p)</p></fn>
<fn id="t003fn005"><p><sup>k</sup> = Kruskal-Wallis test</p></fn>
<fn id="t003fn006"><p><sup>w</sup> = Wilcoxon rank-sum test</p></fn>
</table-wrap-foot>
</table-wrap>
<p>NLGR, ML, CFR, NG, sex, NS, being overweight and distance covered during 6MWT were all correlated with the BSF score. No significant correlation was found with NL, CL, W, H, age or neuter status. The multivariable regression analysis was carried out using the five significantly correlated morphometric parameters (CFR, ML, NG, NGLR and NS). The analysis showed that only NG and NS contributed to the model with the best fit (<xref ref-type="table" rid="pone.0226280.t004">Table 4</xref>). The model suggested that NS had the highest impact on the BSF score with 10.59 added to the score if the dog presented with severely stenotic nostrils (Grade 4) instead of open (Grade 1) or mildly stenotic (Grade 2) nostrils, or an additional 8.45 if the nostrils were moderately stenotic (Grade 3). NS alone could explain 32% of the variation in BSF scores, while NG added 0.50 BSF scores per cm, and could explain 4%.</p>
<table-wrap id="pone.0226280.t004" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0226280.t004</object-id>
<label>Table 4</label> <caption><title>Results of the multivariable linear regression analysis of BSF score and morphometric parameters in 69 French bulldogs.</title></caption>
<alternatives>
<graphic id="pone.0226280.t004g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.t004" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left"/>
<th align="center">Estimate</th>
<th align="center">SE</th>
<th align="center"><italic>P</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>Intercept</bold></td>
<td align="center">-11.93</td>
<td align="center">8.09</td>
<td align="center">0.15</td>
</tr>
<tr>
<td align="left" rowspan="3"><bold>Nostril grade</bold>    <italic>1–2</italic><break/>                <italic>3</italic><break/>                <italic>4</italic></td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">Reference</td>
</tr>
<tr>
<td align="center">+8.45</td>
<td align="center">2.05</td>
<td align="center">0.0001</td>
</tr>
<tr>
<td align="center">+10.59</td>
<td align="center">1.91</td>
<td align="center">&lt;0.0001</td>
</tr>
<tr>
<td align="left"><bold>Neck girth</bold> (cm)</td>
<td align="center">+0.50</td>
<td align="center">0.22</td>
<td align="center">0.030</td>
</tr>
</tbody>
</table>
</alternatives>
</table-wrap>
<p>Based on the multivariable regression analysis, two subpopulations (NS<sub>1-2</sub> and NS<sub>1-3</sub>) were investigated in order to assess the impact of a potential NS-based breeding strategy. The NS<sub>1-2</sub> population comprised 13 individuals with Grade 1 and 2 NS, corresponding to 19% of the total study population. The NS<sub>1-3</sub> population also included individuals with Grade 3 NS, increasing the number of dogs to 35, or 51% of the total study population. The mean BSF score of the NS<sub>1-2</sub> population was significantly lower than that of the total study population, i.e., 5.62 ± 6.98 (<italic>p</italic> = 0.0009), whereas the NS<sub>1-3</sub> population had a slightly and non-significantly lower mean BSF score of 11.40 ± 7.07 (<italic>p</italic> = 0.070).</p>
</sec>
<sec id="sec009">
<title>Evaluation of genetic variation</title>
<p>All but two samples were successfully genotyped, and a total of 95 alleles were detected across the 18 microsatellite loci of the total study population. The two samples that were not successfully genotyped missed the genotype of only one microsatellite locus each (AHTh260 and FH2848). The remaining 17 microsatellite loci in these samples were included in the study. The genotyping data is presented in <xref ref-type="supplementary-material" rid="pone.0226280.s003">S3 Table</xref>.</p>
<p>Frequencies of the individual alleles detected in the 18 microsatellites together with the genetic parameters used to evaluate genetic variation in the total population (NS<sub>1-4</sub>) and the two subpopulations (NS<sub>1-3</sub>, and NS<sub>1-2</sub>) are presented in <xref ref-type="table" rid="pone.0226280.t005">Table 5</xref>.</p>
<table-wrap id="pone.0226280.t005" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0226280.t005</object-id>
<label>Table 5</label> <caption><title>Genetic parameters.</title></caption>
<alternatives>
<graphic id="pone.0226280.t005g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.t005" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left">Microsatellites<break/></th>
<th align="center" colspan="9">Alleles and allele frequencies</th>
<th align="left">A<sub>A</sub></th>
<th align="center">A<sub>AE</sub></th>
<th align="center">H<sub>O</sub></th>
<th align="center">H<sub>E</sub></th>
<th align="center">F</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>AHT121</bold></td>
<td align="center"><bold>96</bold></td>
<td align="center"><bold>98</bold></td>
<td align="center"><bold>100</bold></td>
<td align="center"><bold>102</bold></td>
<td align="center"><bold>104</bold></td>
<td align="center"><bold>106</bold></td>
<td align="center"><bold>108</bold></td>
<td align="center"><bold>112</bold></td>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.09</td>
<td align="center">0.02</td>
<td align="center">0.30</td>
<td align="center">0.07</td>
<td align="center">0.38</td>
<td align="center">0.04</td>
<td align="center">0.08</td>
<td align="center">0.01</td>
<td align="center"/>
<td align="center">8</td>
<td align="center">3.91</td>
<td align="center">0.77</td>
<td align="center">0.74</td>
<td align="center">-0.035</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.13</td>
<td align="center">0.03</td>
<td align="center">0.29</td>
<td align="center">0.11</td>
<td align="center">0.36</td>
<td align="center">0.04</td>
<td align="center">0.04</td>
<td align="center"/>
<td align="center"/>
<td align="center">7</td>
<td align="center">4.05</td>
<td align="center">0.74</td>
<td align="center">0.75</td>
<td align="center">0.018</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.23</td>
<td align="center">0.04</td>
<td align="center">0.27</td>
<td align="center">0.08</td>
<td align="center">0.35</td>
<td align="center">0.04</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">6</td>
<td align="center">3.88</td>
<td align="center">0.77</td>
<td align="center">0.74</td>
<td align="center">-0.038</td>
</tr>
<tr>
<td align="left"><bold>AHT137</bold></td>
<td align="center"><bold>131</bold></td>
<td align="center"><bold>133</bold></td>
<td align="center"><bold>135</bold></td>
<td align="center"><bold>137</bold></td>
<td align="center"><bold>141</bold></td>
<td align="center"><bold>147</bold></td>
<td align="center"><bold>149</bold></td>
<td align="center"><bold>151</bold></td>
<td align="center"><bold>153</bold></td>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.10</td>
<td align="center">0.34</td>
<td align="center">0.28</td>
<td align="center">0.07</td>
<td align="center">0.01</td>
<td align="center">0.07</td>
<td align="center">0.01</td>
<td align="center">0.10</td>
<td align="center">0.02</td>
<td align="center">9</td>
<td align="center">4.46</td>
<td align="center">0.71</td>
<td align="center">0.78</td>
<td align="center">0.085</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.09</td>
<td align="center">0.33</td>
<td align="center">0.27</td>
<td align="center">0.06</td>
<td align="center"> </td>
<td align="center">0.09</td>
<td align="center">0.01</td>
<td align="center">0.14</td>
<td align="center">0.01</td>
<td align="center">8</td>
<td align="center">4.52</td>
<td align="center">0.71</td>
<td align="center">0.78</td>
<td align="center">0.088</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.04</td>
<td align="center">0.31</td>
<td align="center">0.27</td>
<td align="center">0.08</td>
<td align="center"> </td>
<td align="center">0.12</td>
<td align="center"> </td>
<td align="center">0.15</td>
<td align="center">0.04</td>
<td align="center">7</td>
<td align="center">4.64</td>
<td align="center">0.69</td>
<td align="center">0.78</td>
<td align="center">0.121</td>
</tr>
<tr>
<td align="left"><bold>AHTh171</bold></td>
<td align="center"><bold>219</bold></td>
<td align="center"><bold>225</bold></td>
<td align="center"><bold>231</bold></td>
<td align="center"><bold>233</bold></td>
<td align="center"><bold>235</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.31</td>
<td align="center">0.49</td>
<td align="center">0.01</td>
<td align="center">0.19</td>
<td align="center">0.01</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">2.68</td>
<td align="center">0.65</td>
<td align="center">0.63</td>
<td align="center">-0.036</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.36</td>
<td align="center">0.43</td>
<td align="center">0.01</td>
<td align="center">0.20</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">2.82</td>
<td align="center">0.66</td>
<td align="center">0.65</td>
<td align="center">-0.023</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.31</td>
<td align="center">0.46</td>
<td align="center"> </td>
<td align="center">0.23</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">2.77</td>
<td align="center">0.62</td>
<td align="center">0.64</td>
<td align="center">0.030</td>
</tr>
<tr>
<td align="left"><bold>AHTh260</bold></td>
<td align="center"><bold>238</bold></td>
<td align="center"><bold>244</bold></td>
<td align="center"><bold>246</bold></td>
<td align="center"><bold>248</bold></td>
<td align="center"><bold>250</bold></td>
<td align="center"><bold>252</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.63</td>
<td align="center">0.01</td>
<td align="center">0.05</td>
<td align="center">0.15</td>
<td align="center">0.10</td>
<td align="center">0.06</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">6</td>
<td align="center">2.30</td>
<td align="center">0.57</td>
<td align="center">0.56</td>
<td align="center">-0.0099</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.69</td>
<td align="center"> </td>
<td align="center">0.07</td>
<td align="center">0.10</td>
<td align="center">0.13</td>
<td align="center">0.01</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">1.97</td>
<td align="center">0.49</td>
<td align="center">0.49</td>
<td align="center">0.0041</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.69</td>
<td align="center"> </td>
<td align="center">0.04</td>
<td align="center">0.12</td>
<td align="center">0.15</td>
<td align="center"> </td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">1.94</td>
<td align="center">0.46</td>
<td align="center">0.49</td>
<td align="center">0.052</td>
</tr>
<tr>
<td align="left"><bold>AHTk211</bold></td>
<td align="center"><bold>87</bold></td>
<td align="center"><bold>91</bold></td>
<td align="center"><bold>95</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.62</td>
<td align="center">0.01</td>
<td align="center">0.38</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">1.89</td>
<td align="center">0.45</td>
<td align="center">0.47</td>
<td align="center">0.045</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.63</td>
<td align="center">0.01</td>
<td align="center">0.36</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">1.90</td>
<td align="center">0.46</td>
<td align="center">0.47</td>
<td align="center">0.028</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.69</td>
<td align="center">0.04</td>
<td align="center">0.27</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">1.82</td>
<td align="center">0.46</td>
<td align="center">0.45</td>
<td align="center">-0.024</td>
</tr>
<tr>
<td align="left"><bold>AHTk253</bold></td>
<td align="center"><bold>286</bold></td>
<td align="center"><bold>288</bold></td>
<td align="center"><bold>290</bold></td>
<td align="center"><bold>292</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.22</td>
<td align="center">0.14</td>
<td align="center">0.19</td>
<td align="center">0.44</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">3.36</td>
<td align="center">0.67</td>
<td align="center">0.70</td>
<td align="center">0.046</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.20</td>
<td align="center">0.14</td>
<td align="center">0.26</td>
<td align="center">0.40</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">3.48</td>
<td align="center">0.77</td>
<td align="center">0.71</td>
<td align="center">-0.080</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.15</td>
<td align="center">0.19</td>
<td align="center">0.35</td>
<td align="center">0.31</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">3.61</td>
<td align="center">0.77</td>
<td align="center">0.72</td>
<td align="center">-0.065</td>
</tr>
<tr>
<td align="left"><bold>CXX279</bold></td>
<td align="center"><bold>116</bold></td>
<td align="center"><bold>118</bold></td>
<td align="center"><bold>120</bold></td>
<td align="center"><bold>124</bold></td>
<td align="center"><bold>126</bold></td>
<td align="center"><bold>131</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.01</td>
<td align="center">0.04</td>
<td align="center">0.17</td>
<td align="center">0.54</td>
<td align="center">0.22</td>
<td align="center">0.02</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">6</td>
<td align="center">2.70</td>
<td align="center">0.62</td>
<td align="center">0.63</td>
<td align="center">0.014</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.01</td>
<td align="center">0.01</td>
<td align="center">0.20</td>
<td align="center">0.53</td>
<td align="center">0.21</td>
<td align="center">0.03</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">6</td>
<td align="center">2.73</td>
<td align="center">0.63</td>
<td align="center">0.63</td>
<td align="center">0.0062</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center"> </td>
<td align="center"> </td>
<td align="center">0.23</td>
<td align="center">0.42</td>
<td align="center">0.27</td>
<td align="center">0.08</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">3.24</td>
<td align="center">0.77</td>
<td align="center">0.69</td>
<td align="center">-0.11</td>
</tr>
<tr>
<td align="left"><bold>FH2054</bold></td>
<td align="center"><bold>148</bold></td>
<td align="center"><bold>152</bold></td>
<td align="center"><bold>156</bold></td>
<td align="center"><bold>160</bold></td>
<td align="center"><bold>164</bold></td>
<td align="center"><bold>168</bold></td>
<td align="center"><bold>172</bold></td>
<td align="center"><bold>176</bold></td>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.15</td>
<td align="center">0.05</td>
<td align="center">0.45</td>
<td align="center">0.02</td>
<td align="center">0.02</td>
<td align="center">0.04</td>
<td align="center">0.26</td>
<td align="center">0.01</td>
<td align="center"/>
<td align="center">8</td>
<td align="center">3.36</td>
<td align="center">0.65</td>
<td align="center">0.70</td>
<td align="center">0.075</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.19</td>
<td align="center">0.09</td>
<td align="center">0.39</td>
<td align="center">0.03</td>
<td align="center">0.04</td>
<td align="center">0.04</td>
<td align="center">0.23</td>
<td align="center"> </td>
<td align="center"/>
<td align="center">7</td>
<td align="center">3.95</td>
<td align="center">0.77</td>
<td align="center">0.75</td>
<td align="center">-0.031</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.19</td>
<td align="center">0.12</td>
<td align="center">0.35</td>
<td align="center"> </td>
<td align="center">0.08</td>
<td align="center">0.04</td>
<td align="center">0.23</td>
<td align="center"> </td>
<td align="center"/>
<td align="center">6</td>
<td align="center">4.28</td>
<td align="center">0.77</td>
<td align="center">0.77</td>
<td align="center">-0.0051</td>
</tr>
<tr>
<td align="left"><bold>FH2848</bold></td>
<td align="center"><bold>230</bold></td>
<td align="center"><bold>236</bold></td>
<td align="center"><bold>238</bold></td>
<td align="center"><bold>240</bold></td>
<td align="center"><bold>244</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.02</td>
<td align="center">0.04</td>
<td align="center">0.26</td>
<td align="center">0.60</td>
<td align="center">0.08</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">2.29</td>
<td align="center">0.56</td>
<td align="center">0.56</td>
<td align="center">0.0071</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.03</td>
<td align="center">0.07</td>
<td align="center">0.29</td>
<td align="center">0.54</td>
<td align="center">0.07</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">2.59</td>
<td align="center">0.69</td>
<td align="center">0.61</td>
<td align="center">-0.12</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.04</td>
<td align="center">0.08</td>
<td align="center">0.31</td>
<td align="center">0.46</td>
<td align="center">0.12</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">3.029</td>
<td align="center">0.77</td>
<td align="center">0.67</td>
<td align="center">-0.15</td>
</tr>
<tr>
<td align="left"><bold>INRA21</bold></td>
<td align="center"><bold>95</bold></td>
<td align="center"><bold>97</bold></td>
<td align="center"><bold>99</bold></td>
<td align="center"><bold>101</bold></td>
<td align="center"><bold>105</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.83</td>
<td align="center">0.05</td>
<td align="center">0.07</td>
<td align="center">0.01</td>
<td align="center">0.04</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">1.43</td>
<td align="center">0.33</td>
<td align="center">0.30</td>
<td align="center">-0.093</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.86</td>
<td align="center">0.04</td>
<td align="center">0.04</td>
<td align="center"> </td>
<td align="center">0.06</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">1.34</td>
<td align="center">0.29</td>
<td align="center">0.25</td>
<td align="center">-0.14</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.88</td>
<td align="center">0.04</td>
<td align="center">0.04</td>
<td align="center"> </td>
<td align="center">0.04</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">1.28</td>
<td align="center">0.31</td>
<td align="center">0.22</td>
<td align="center">-0.40</td>
</tr>
<tr>
<td align="left"><bold>INU005</bold></td>
<td align="center"><bold>110</bold></td>
<td align="center"><bold>122</bold></td>
<td align="center"><bold>124</bold></td>
<td align="center"><bold>126</bold></td>
<td align="center"><bold>130</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.04</td>
<td align="center">0.01</td>
<td align="center">0.38</td>
<td align="center">0.30</td>
<td align="center">0.25</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">3.35</td>
<td align="center">0.67</td>
<td align="center">0.70</td>
<td align="center">0.045</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.03</td>
<td align="center">0.01</td>
<td align="center">0.49</td>
<td align="center">0.29</td>
<td align="center">0.19</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">2.77</td>
<td align="center">0.69</td>
<td align="center">0.64</td>
<td align="center">-0.080</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.08</td>
<td align="center"> </td>
<td align="center">0.38</td>
<td align="center">0.31</td>
<td align="center">0.23</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">3.34</td>
<td align="center">0.85</td>
<td align="center">0.70</td>
<td align="center">-0.21</td>
</tr>
<tr>
<td align="left"><bold>INU030</bold></td>
<td align="center"><bold>144</bold></td>
<td align="center"><bold>150</bold></td>
<td align="center"><bold>152</bold></td>
<td align="center"><bold>154</bold></td>
<td align="center"><bold>156</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.01</td>
<td align="center">0.70</td>
<td align="center">0.28</td>
<td align="center">0.01</td>
<td align="center">0.01</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">1.76</td>
<td align="center">0.43</td>
<td align="center">0.43</td>
<td align="center">0.0030</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.01</td>
<td align="center">0.69</td>
<td align="center">0.29</td>
<td align="center"> </td>
<td align="center">0.01</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">1.78</td>
<td align="center">0.49</td>
<td align="center">0.44</td>
<td align="center">-0.11</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center"> </td>
<td align="center">0.85</td>
<td align="center">0.12</td>
<td align="center"> </td>
<td align="center">0.04</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">1.35</td>
<td align="center">0.31</td>
<td align="center">0.26</td>
<td align="center">-0.19</td>
</tr>
<tr>
<td align="left"><bold>INU055</bold></td>
<td align="center"><bold>208</bold></td>
<td align="center"><bold>210</bold></td>
<td align="center"><bold>212</bold></td>
<td align="center"><bold>218</bold></td>
<td align="center"><bold>220</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.01</td>
<td align="center">0.42</td>
<td align="center">0.01</td>
<td align="center">0.55</td>
<td align="center">0.01</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">2.087</td>
<td align="center">0.52</td>
<td align="center">0.52</td>
<td align="center">0.0015</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.01</td>
<td align="center">0.44</td>
<td align="center">0.01</td>
<td align="center">0.51</td>
<td align="center">0.01</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">2.20</td>
<td align="center">0.51</td>
<td align="center">0.55</td>
<td align="center">0.066</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.04</td>
<td align="center">0.42</td>
<td align="center"> </td>
<td align="center">0.54</td>
<td align="center"> </td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">2.13</td>
<td align="center">0.77</td>
<td align="center">0.53</td>
<td align="center">-0.45</td>
</tr>
<tr>
<td align="left"><bold>REN16C04</bold></td>
<td align="center"><bold>202</bold></td>
<td align="center"><bold>204</bold></td>
<td align="center"><bold>206</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.64</td>
<td align="center">0.13</td>
<td align="center">0.22</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">2.11</td>
<td align="center">0.46</td>
<td align="center">0.53</td>
<td align="center">0.12</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.66</td>
<td align="center">0.10</td>
<td align="center">0.24</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">1.99</td>
<td align="center">0.49</td>
<td align="center">0.50</td>
<td align="center">0.014</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.54</td>
<td align="center">0.15</td>
<td align="center">0.31</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">2.44</td>
<td align="center">0.54</td>
<td align="center">0.59</td>
<td align="center">0.084</td>
</tr>
<tr>
<td align="left"><bold>REN169D01</bold></td>
<td align="center"><bold>212</bold></td>
<td align="center"><bold>216</bold></td>
<td align="center"><bold>218</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">.NS<sub>1-4</sub></td>
<td align="center">0.32</td>
<td align="center">0.36</td>
<td align="center">0.33</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="left">2.93</td>
<td align="center">0.68</td>
<td align="center">0.66</td>
<td align="center">-0.032</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.37</td>
<td align="center">0.27</td>
<td align="center">0.36</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">2.95</td>
<td align="center">0.63</td>
<td align="center">0.66</td>
<td align="center">0.046</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.54</td>
<td align="center">0.27</td>
<td align="center">0.19</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="left">2.50</td>
<td align="center">0.69</td>
<td align="center">0.60</td>
<td align="center">-0.151</td>
</tr>
<tr>
<td align="left"><bold>REN169O18</bold></td>
<td align="center"><bold>156</bold></td>
<td align="center"><bold>164</bold></td>
<td align="center"><bold>166</bold></td>
<td align="center"><bold>168</bold></td>
<td align="center"><bold>170</bold></td>
<td align="center"><bold>172</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.09</td>
<td align="center">0.01</td>
<td align="center">0.06</td>
<td align="center">0.31</td>
<td align="center">0.49</td>
<td align="center">0.04</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">6</td>
<td align="center">2.86</td>
<td align="center">0.71</td>
<td align="center">0.65</td>
<td align="center">-0.092</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.06</td>
<td align="center">0.01</td>
<td align="center">0.03</td>
<td align="center">0.40</td>
<td align="center">0.46</td>
<td align="center">0.04</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">6</td>
<td align="center">2.65</td>
<td align="center">0.57</td>
<td align="center">0.62</td>
<td align="center">0.084</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.08</td>
<td align="center"> </td>
<td align="center"> </td>
<td align="center">0.38</td>
<td align="center">0.46</td>
<td align="center">0.08</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">2.71</td>
<td align="center">0.54</td>
<td align="center">0.63</td>
<td align="center">0.15</td>
</tr>
<tr>
<td align="left"><bold>REN247M23</bold></td>
<td align="center"><bold>266</bold></td>
<td align="center"><bold>268</bold></td>
<td align="center"><bold>270</bold></td>
<td align="center"><bold>272</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.01</td>
<td align="center"><bold>0.51</bold></td>
<td align="center">0.10</td>
<td align="center">0.37</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">2.46</td>
<td align="center">0.54</td>
<td align="center">0.59</td>
<td align="center">0.089</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center"> </td>
<td align="center">0.43</td>
<td align="center">0.16</td>
<td align="center">0.41</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">2.64</td>
<td align="center">0.57</td>
<td align="center">0.62</td>
<td align="center">0.083</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center"> </td>
<td align="center">0.46</td>
<td align="center">0.04</td>
<td align="center">0.50</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">3</td>
<td align="center">2.16</td>
<td align="center">0.46</td>
<td align="center">0.54</td>
<td align="center">0.14</td>
</tr>
<tr>
<td align="left"><bold>REN54P11</bold></td>
<td align="center"><bold>222</bold></td>
<td align="center"><bold>226</bold></td>
<td align="center"><bold>228</bold></td>
<td align="center"><bold>234</bold></td>
<td align="center"><bold>236</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center" colspan="5"/>
</tr>
<tr>
<td align="left">NS<sub>1-4</sub></td>
<td align="center">0.07</td>
<td align="center">0.13</td>
<td align="center">0.61</td>
<td align="center">0.04</td>
<td align="center">0.16</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">2.37</td>
<td align="center">0.61</td>
<td align="center">0.58</td>
<td align="center">-0.054</td>
</tr>
<tr>
<td align="left">NS<sub>1-3</sub></td>
<td align="center">0.10</td>
<td align="center">0.10</td>
<td align="center">0.56</td>
<td align="center">0.03</td>
<td align="center">0.21</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">5</td>
<td align="center">2.64</td>
<td align="center">0.71</td>
<td align="center">0.62</td>
<td align="center">-0.14</td>
</tr>
<tr>
<td align="left">NS<sub>1-2</sub></td>
<td align="center">0.12</td>
<td align="center">0.04</td>
<td align="center">0.50</td>
<td align="center"> </td>
<td align="center">0.35</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">4</td>
<td align="center">2.57</td>
<td align="center">0.77</td>
<td align="center">0.61</td>
<td align="center">-0.26</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t005fn001"><p>NS<sub>1-4</sub> = total population; NS<sub>1-3</sub> = dogs with nostril score 1, 2 and 3; NS<sub>1-2</sub> = dogs with nostril score 1 and 2; A<sub>A</sub> = number of alleles; A<sub>AE</sub> = number of effective alleles; H<sub>O</sub> = observed heterozygosity; H<sub>E</sub> = expected heterozygosity; F = inbreeding coefficient.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Polymorphism was found in all autosomal loci with a median of five alleles per locus and with the absolute number of alleles per locus ranging from three (AHTk211, REN16C04, REN169D01) to nine (AHT137). In total, 92% of the 95 alleles present in the total study population were represented in the NS<sub>1-3</sub> population, while 77% were represented in the 13 dogs that made up the NS<sub>1-2</sub> population. As seen in <xref ref-type="table" rid="pone.0226280.t005">Table 5</xref>, the two subpopulations are comparable to the total population with respect to the number of effective alleles (A<sub>AE</sub>) and the observed (H<sub>O</sub>) and expected heterozygosity (H<sub>E</sub>). However, the number of alleles (A<sub>A</sub>) is significantly lower in the NS<sub>1-2</sub> population compared to the total population. Nevertheless, since there are no deviations in H<sub>O</sub> and H<sub>E</sub> in the three populations, the coefficient of inbreeding (F) is close to zero (0.010 ± 0.061, -0.017 ± 0.080 and -0.083 ± 0.18). It should, however, be noted that because of the small sample size in NS<sub>1-2</sub> (only 13 dogs), the standard deviation for F is high.</p>
<table-wrap id="pone.0226280.t006" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0226280.t006</object-id>
<label>Table 6</label> <caption><title>Summary of genetic data in the total population and subpopulations.</title></caption>
<alternatives>
<graphic id="pone.0226280.t006g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.t006" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left"/>
<th align="center">Total study population</th>
<th align="center"><italic>p</italic></th>
<th align="center">NS<sub>1-3</sub></th>
<th align="center"><italic>p</italic></th>
<th align="left">NS<sub>1-2</sub></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>A</bold><sub><bold>A</bold></sub><bold>/locus</bold> <italic>Median (min-max)</italic></td>
<td align="center">5 (3–9)</td>
<td align="center">0.019<sup>w</sup>*</td>
<td align="center">5 (3–8)</td>
<td align="center">0.44<sup>w</sup></td>
<td align="center">4 (3–7)</td>
</tr>
<tr>
<td align="left"><bold>A</bold><sub><bold>AE</bold></sub><bold>/locus</bold> <italic>Mean ±SD (min-max)</italic></td>
<td align="center">2.68 ± 0.78 (1.43–4.46)</td>
<td align="center">0.79<sup>t</sup></td>
<td align="center">2.72 ± 0.81 (1.34–4.52)</td>
<td align="center">0.89<sup>t</sup></td>
<td align="center">2.76 ± 0.94 (1.28–4.64)</td>
</tr>
<tr>
<td align="left"><bold>H</bold><sub><bold>O</bold></sub> <italic>Mean ±SD (min-max)</italic></td>
<td align="center">0.59 ± 0.12 (0.33–0.77)</td>
<td align="center">0.42<sup>t</sup></td>
<td align="center">0.60 ± 0.13 (0.29–0.77)</td>
<td align="center">0.72<sup>t</sup></td>
<td align="center">0.63 ± 0.17 (0.31–0.85)</td>
</tr>
<tr>
<td align="left"><bold>H</bold><sub><bold>E</bold></sub> <italic>Mean ±SD (min-max)</italic></td>
<td align="center">0.60 ± 0.12 (0.30–0.77)</td>
<td align="center">0.90<sup>t</sup></td>
<td align="center">0.60 ± 0.13 (0.25–0.78)</td>
<td align="center">0.99<sup>t</sup></td>
<td align="center">0.59 ± 0.16 (0.22–0.78)</td>
</tr>
<tr>
<td align="left"><bold>F</bold> <italic>Mean ±SD (min-max)</italic></td>
<td align="center">0.010 ± 0.061 (-0.093–0.12)</td>
<td align="center">0.046<sup>t</sup>*</td>
<td align="center">-0.017 ± 0.080 (-0.14–0.88)</td>
<td align="center">0.26<sup>t</sup></td>
<td align="center">-0.083 ± 0.18 (-0.45–0.14)</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t006fn001"><p>A<sub>A</sub> = number of alleles; A<sub>AE</sub> = number of effective alleles; H<sub>O</sub> = observed heterozygosity; H<sub>E</sub> = expected heterozygosity; F = Inbreeding coefficient; <sup>w</sup> = Wilcoxon rank sum test, <sup>t</sup> = t-test; <italic>p</italic> = the p-value for the test of difference in means in the two subpopulations NS<sub>1-2</sub> and NS<sub>1-3</sub>, compared to NS<sub>1-4</sub>. Variables that are significantly different when compared to NS<sub>1-4</sub> at a significance level of 0.05 are marked with *.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec010" sec-type="conclusions">
<title>Discussion</title>
<p>Due to the severe health and welfare problems experienced by brachycephalic dogs [<xref ref-type="bibr" rid="pone.0226280.ref001">1</xref>, <xref ref-type="bibr" rid="pone.0226280.ref005">5</xref>] with exaggerated phenotypes, several studies have been performed to evaluate the severity of BS based on exercise tests [<xref ref-type="bibr" rid="pone.0226280.ref013">13</xref>, <xref ref-type="bibr" rid="pone.0226280.ref018">18</xref>]. In the present study we have introduced the calculation of BSF scores, on a continuous scale, that rely on recordings of upper airway noise and decibel recordings before, during, and after exercise to assess the degree of BS. Some of the correlations between BSF score and morphometric and phenotypic variables (<xref ref-type="table" rid="pone.0226280.t003">Table 3</xref>) are substantial, e.g. walking distance and neck length to girth ratio, whereas others are minor e.g. weight and cranial length. Generally the correlations make sense, because weight in itself would rarely be expected to have a major impact as it is an unspecific parameter, whereas walking distance is a patho-physiologic adverse outcome. Although BSF scores cannot be considered as a definitive diagnostic tool they have been shown to reflect the severity of BS. To lend support to the functional characterization, efforts have also been made to identify the phenotypic characteristics that present the highest risk, to aid in selection for healthier conformation. Since the acute and chronic respiratory distress inherent in dogs with BS appears to increase in line with a decreasing muzzle length, it can be assumed that ML and CFR are risk factors. There is, however, contradicting evidence about the impact of these conformational features on the development of the syndrome. In agreement with another study on French bulldogs [<xref ref-type="bibr" rid="pone.0226280.ref002">2</xref>], we found no significant effect of ML, whereas NS explained 32% of the variation in BSF scores. Our study also corroborates several other studies that indicate NG and BCS are further risk factors for BS [<xref ref-type="bibr" rid="pone.0226280.ref002">2</xref>, <xref ref-type="bibr" rid="pone.0226280.ref003">3</xref>, <xref ref-type="bibr" rid="pone.0226280.ref006">6</xref>]. NG and BCS explained 4% and 8% of the variation in BSF scores in our French bulldog population, respectively.</p>
<p>As a result of selection for specific conformational and/or performance traits, all modern breed dogs exhibit reduced genetic diversity. It is therefore of utmost importance that we take genetic variation into consideration when contemplating selection schemes. The average number of alleles per locus (A<sub>A</sub>) and the average effective alleles per locus (A<sub>AE</sub>) identified in the French bulldogs was similar to other pure breeds that have been monitored for diversity [<xref ref-type="bibr" rid="pone.0226280.ref019">19</xref>], as well as English bulldogs [<xref ref-type="bibr" rid="pone.0226280.ref020">20</xref>]. However, the genetic diversity seems to be higher in French bulldogs than English bulldogs since only 2 of the 18 loci (11%) were approaching fixation in our population (a single allele with frequency &gt;70), while the corresponding number was 7 out of 33 loci (21%) in English bulldogs. In addition, while most of the loci (58%) had one or two alleles that dominated in the English bulldog population, the corresponding figure was 44% in the French bulldog population. The only significant difference between the total population and the two subpopulations (NS<sub>1-3</sub> and NS<sub>1-2</sub>) was the reduction in the average number of alleles in the NS<sub>1-2</sub> subpopulation. This is not remarkable since this subpopulation was made up of only 13 dogs. Due to sampling errors in this small subpopulation, the genetic parameters are not very reliable, which is most notably reflected in the very high mean SD for F (see <xref ref-type="table" rid="pone.0226280.t006">Table 6</xref>).</p>
<p>Our study unambiguously shows that the NS score has a large impact on the functional ability of French bulldogs. This single parameter results in an additional 10.59 and 8.45 score points in dogs with open or mildly stenotic nares, respectively. It follows that dogs with open nares are more likely to lead a healthier life compared to dogs with stenotic nares. Hence, selecting only dogs with open nares (NS<sub>1-2</sub>) for breeding would seem to be an obvious means to improve functional ability and, in turn, health and welfare at the population level, and would in fact comply with the FCI standard for the breed, which states that the nose should ‘allow normal nasal breathing’[<xref ref-type="bibr" rid="pone.0226280.ref021">21</xref>].</p>
<p>Nevertheless, since this would exclude 81% of the population from breeding, this is obviously not a prudent solution. The average level of genetic diversity in the French bulldog population is comparable to many other pure dog breeds, implying that selection should be performed cautiously while also taking other health aspects into consideration. The breed has a high prevalence of, for instance, dystocia [<xref ref-type="bibr" rid="pone.0226280.ref022">22</xref>] and thoracic vertebral malformations (hemivertebrae) [<xref ref-type="bibr" rid="pone.0226280.ref023">23</xref>]–both of which are severe problems that must be considered during selection. A lenient way to ensure that the prevalence of BS is reduced among French bulldogs would be to avoid using dogs with severely stenotic nares for breeding. This would lead to progress, albeit at a very slow pace since dogs with moderately stenotic nares would have a negative impact on the progress. However, slow progress must be accepted to avoid a devastating reduction in genetic diversity within the breed.</p>
<p>In spite of the limited number of animals included in the present study, we have confirmed that NS has a considerable impact on BS evaluated based on the BSF score. The main shortcoming of this and other studies where the BSF score has been used to reflect the severity of BS is that the BSF score is not a definitive diagnostic evaluation. One possible way to validate the diagnostic value of the score is to compare the score with results from laryngoscopic evaluation of the problematic anatomic abnormalities combined with diagnostic imaging such as CT. This would require general anesthesia and was not performed due to the considerable risk posed to brachycephalic dogs, as mentioned previously. Nevertheless, lending support to the diagnostic value of the BSF score, the study by Riggs and co-workers [<xref ref-type="bibr" rid="pone.0226280.ref014">14</xref>] show that the association between subjectively determined functional grades (BSF score) and objectively determined BS indices, as determined by whole body barometric plethysmography, is high.</p>
</sec>
<sec id="sec011">
<title>Supporting information</title>
<supplementary-material id="pone.0226280.s001" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.s001" xlink:type="simple">
<label>S1 Table</label>
<caption>
<title>Morphometric and phenotypic registrations.</title>
<p>(XLSX)</p>
</caption>
</supplementary-material>
<supplementary-material id="pone.0226280.s002" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.s002" xlink:type="simple">
<label>S2 Table</label>
<caption>
<title>Registration of upper airway noise and presence of respiratory distress at rest, during and after a submaximal exercise test and after a 15-minute recovery period.</title>
<p>(XLSX)</p>
</caption>
</supplementary-material>
<supplementary-material id="pone.0226280.s003" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" position="float" xlink:href="info:doi/10.1371/journal.pone.0226280.s003" xlink:type="simple">
<label>S3 Table</label>
<caption>
<title>Microsatellite genotyping results.</title>
<p>(XLSX)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<p>The authors wish to thank Charlotte Bjørner Larsen for excellent technical assistant.</p>
</ack>
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<sub-article article-type="aggregated-review-documents" id="pone.0226280.r001" specific-use="decision-letter">
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<surname>Loor</surname>
<given-names>Juan J</given-names>
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<copyright-year>2019</copyright-year>
<copyright-holder>Juan J Loor</copyright-holder>
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<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
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<p>
<named-content content-type="letter-date">12 Aug 2019</named-content>
</p>
<p>PONE-D-19-19251</p>
<p>Breeding French bulldogs that are able to breathe - possible but a long way to go</p>
<p>PLOS ONE</p>
<p>Dear Dr. Fredholm,</p>
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<p>**********</p>
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<p>Reviewer #1: Abstract: the authors are definite that NS is the only way to improve BOAS by breeding selection- what about functional grading or genetic testing to gain estimated breeding values?</p>
<p>Also are you sure that NS is a single gene trait- ie progeny from NS1/2 will not be NS3/4? if so please cite the references/ evidence.</p>
<p>54. Not necessarily, anatomical lesions do not always equate to disease severity, particularly as BOAS is a dynamic disease and static pictures may not reveal the extent of disease. Are you talking about direct visualisation? or rhinoscopy? or CT? and if so what criteria are you using to grade disease severity from anatomical lesions?</p>
<p>61 BS increased steeply between breeds...</p>
<p>116 Intra-observer error checked? tricky measurements....</p>
<p>125 Decibel recording- was this based on previous data/ pilot studies or published studies?</p>
<p>What about open mouth vs nasal breathing? ie dogs with severe nasal obstruction may mouth breathe throughout exercise and sound better than dogs with mild/moderate nasal obstruction that nasal breathe throughout exercise- how do you correct for this?</p>
<p>129 I would argue that respiratory distress plus intermittent laryngeal noise is a more severe presentation than a continuous nasal stertor.</p>
<p>This is an interesting study (I need a second reviewer to check the genetics) but the functional grading is not without flaws that should be discussed.</p>
<p>Reviewer #2: The submission entitled “Breeding French bulldogs that able to breathe – possible but a long way to go” addresses and an incredibly important topic and the authors present some valuable findings however there are many concerns with the manuscript in its current form. The authors should be lauded for their efforts!</p>
<p>Major Concerns:</p>
<p>The title is inappropriate. French bulldogs are able to breathe in their current physiological form. The title implies they cannot which is a misnomer. Their work addresses the view that it would be possible to breed with intention for improved nares structure plus other attributes to reduce the incidence of brachycephalic syndrome.</p>
<p>The presentation in its current form is disingenuous. The authors are really developing a model to characterize overall brachycephalic syndrome (BS) and the contributory factors. The authors then use that descriptive rubric to model the effects on the French bulldog population if selection using that rubric were employed. Several main concerns center on this. The authors present the brachycephalic syndrome functional (BSF) score as approved methodology, yet this manuscript is just describing the BSF. Importantly the BSF has not been validated to demonstrate that the BSF score accurately predicts a dogs phenotype in a replicate population.</p>
<p>The authors should be commended for assessing whether implementation of the BSF score in breeding would create genetic bottlenecks that would be harmful for the breed population. However, the abstract implies, as written, that the breeding selection was done using the BSF when in fact it was a hypothetical modeling of selection not actual implementation. This distinction must be clearly stated in the abstract, in the methods, in the results, and in the discussion.</p>
<p>Furthermore, the authors come to the conclusion that genetic variability within the population would be limited based upon data from 18 microsatellites. This is a limitation of the study and needs to be discussed. It is also curious why the authors only used those 18 microsatellites—yes they are on a panel that can be used but the rationale as to why these 18 are sufficient to reflect breed population diversity must be discussed. And how these msats are distributed across the genome.</p>
<p>In the discussion, the authors state “Our study unambiguously shows that the NS score has a large impact on the health and welfare of French bulldogs”. Their data demonstrate that the BSF score based upon the measurements taken on a sample of French bulldogs correlated with the measurements that were used to form the BSF score. The BSF score includes physiological parameters of heart rate, body temperature, etc—these features are key to include in the main text. To find the components, they are listed in the supplemental material. The manuscript would be much more powerful if the elements of the BSF were included. The authors need to assess welfare and health using their BSF score and the NS on a validation population before making such a statement. If the authors did this and demonstrated that functional welfare and health parameters are predicted by their BSF score that would be a huge advancement in the field and for the brachycephalic dogs. Unfortunately, that is not what is presented in the current manuscript.</p>
<p>Line 18: should be “those” not these</p>
<p>Line 28 should be no or only mild NS</p>
<p>Line 31-32 “Although it results in apparent reduction…” unclear antecedent. To what is “it” referring?</p>
<p>Line 35-36 it is feasible but not prudent to undertake removing all dogs with the severest form of BS.</p>
<p>Lines 73-76 need to be rewritten to reflect that this is a model development paper and that the BSF scoring system does not currently exist. OR the authors must provide a reference for the validation of this tool.</p>
<p>Line 105, Line 119. See comment for lines 73-75. The scoring system does not yet exist and the authors are modeling such a scoring system in this manuscript. That needs to be more explicitly stated and better defined. If however, that BSF currently exists and is in use, the authors need to reference that and demonstrate its validity.</p>
<p>Line 125 reference 9 is a human 6MWT reference based upon bipedal locomotion. The authors will need to mention why this is a valid application for a quadruped dog.</p>
<p>Line 185. The dogs have biological sex (male or female) not gender, which is a social, construct. Change gender to sex throughout the paper.</p>
<p>Line 257 needs referencing.</p>
<p>Line 260 needs referencing.</p>
<p>**********</p>
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</body>
</sub-article>
<sub-article article-type="author-comment" id="pone.0226280.r002">
<front-stub>
<article-id pub-id-type="doi">10.1371/journal.pone.0226280.r002</article-id>
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<article-title>Author response to Decision Letter 0</article-title>
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<p>
<named-content content-type="author-response-date">20 Sep 2019</named-content>
</p>
<p>Comments to the Author</p>
<p>Reviewer #1: Abstract: the authors are definite that NS is the only way to improve BOAS by breeding selection- what about functional grading or genetic testing to gain estimated breeding values?</p>
<p>We agree with the reviewer and have therefore modified the statement in the abstract to indicate that selection based on NS score is not the only possible selection scheme (l. 39 – l. 40)</p>
<p>Also are you sure that NS is a single gene trait- ie progeny from NS1/2 will not be NS3/4? if so please cite the references/ evidence.</p>
<p>We concede that NS is not a single gene trait - it is a trait for which the heritability has not been established. However, since the NS accounts for 32% of the variation in the BSF score it appears to be a good proxy for the health status.  </p>
<p>54. Not necessarily, anatomical lesions do not always equate to disease severity, particularly as BOAS is a dynamic disease and static pictures may not reveal the extent of disease. Are you talking about direct visualisation? or rhinoscopy? or CT? and if so what criteria are you using to grade disease severity from anatomical lesions?</p>
<p>We agree with the reviewer that BOAS/BS is a dynamic disease. We have explained this in more detail in l. 60 – l. 67. Although there is no ‘golden standard’ for assessing the degree of BOAS/BS it is generally accepted that exercise testing and laryngeal and tracheal auscultation can be used for grading of BS. In l. 85 - l. 89 we have explained this in more detail and included relevant references.</p>
<p>61 BS increased steeply between breeds...</p>
<p>We are not sure what the reviewer is alluding to here. However, BS cannot “increase” between breeds, because “breed” is a categorical variable. </p>
<p>116 Intra-observer error checked? tricky measurements....</p>
<p>We agree with the reviewer: The parameters with the highest likelihood of intra-observer error were NS and BCS. We have stated that intra-observer error was not taken into account (l. 127 - 128)</p>
<p>125 Decibel recording- was this based on previous data/ pilot studies or published studies?</p>
<p>What about open mouth vs nasal breathing? ie dogs with severe nasal obstruction may mouth breathe throughout exercise and sound better than dogs with mild/moderate nasal obstruction that nasal breathe throughout exercise- how do you correct for this?</p>
<p>Decibel recordings were included in an attempt to strengthen the objectivity of the evaluation of ‘upper airway noice’. To our knowledge this has not been done before. The recordings were made before exercise, right after exercise, and after a 15 minute resting period without taking NS or other factors into consideration. As can be seen in S2 Table (columns J, S and AB), there is a very high correlation with respect to the dogs in which these recordings were positive across recording time points. Decibel recordings are one of several observations to evaluate the degree of BS. In combination with other assessments of airway noise and registrations of respiratory distress it contributes information to the combined BSF score.     </p>
<p>129 I would argue that respiratory distress plus intermittent laryngeal noise is a more severe presentation than a continuous nasal stertor.</p>
<p>This is an interesting study (I need a second reviewer to check the genetics) but the functional grading is not without flaws that should be discussed.</p>
<p>Thank you for the kind words and the careful review of our study. We have explained the BSF scores were established, on a continuous scale, based on recordings of upper airway noise and decibel recordings in the discussion, and acknowledged that the grading is not a definitive diagnostic tool (l. 276– l. 281).  </p>
<p>Reviewer #2: The submission entitled “Breeding French bulldogs that able to breathe – possible but a long way to go” addresses and an incredibly important topic and the authors present some valuable findings however there are many concerns with the manuscript in its current form. The authors should be lauded for their efforts!</p>
<p>Thank you for the kind words and for the careful review of our paper.</p>
<p>Major Concerns:</p>
<p>The title is inappropriate. French bulldogs are able to breathe in their current physiological form. The title implies they cannot which is a misnomer. Their work addresses the view that it would be possible to breed with intention for improved nares structure plus other attributes to reduce the incidence of brachycephalic syndrome.</p>
<p>We agree that the title was misleading. The title is now: Breeding French bulldogs with unobstructed breathing - possible but a long way to go</p>
<p>The presentation in its current form is disingenuous. The authors are really developing a model to characterize overall brachycephalic syndrome (BS) and the contributory factors. The authors then use that descriptive rubric to model the effects on the French bulldog population if selection using that rubric were employed. Several main concerns center on this. The authors present the brachycephalic syndrome functional (BSF) score as approved methodology, yet this manuscript is just describing the BSF. Importantly the BSF has not been validated to demonstrate that the BSF score accurately predicts a dogs phenotype in a replicate population.</p>
<p>We agree with the reviewer and have acknowledged this by changing the wording in the final part of the discussion (l. 324 – l. 334) explaining that validation is needed.</p>
<p>The authors should be commended for assessing whether implementation of the BSF score in breeding would create genetic bottlenecks that would be harmful for the breed population. However, the abstract implies, as written, that the breeding selection was done using the BSF when in fact it was a hypothetical modeling of selection not actual implementation. This distinction must be clearly stated in the abstract, in the methods, in the results, and in the discussion.</p>
<p>We concede that the way we have described the subpopulations could lead to misunderstandings. We have now made it clear that the subpopulations are hypothetical populations (l. 30-33 and l. 180 - 181). </p>
<p>Furthermore, the authors come to the conclusion that genetic variability within the population would be limited based upon data from 18 microsatellites. This is a limitation of the study and needs to be discussed. It is also curious why the authors only used those 18 microsatellites—yes they are on a panel that can be used but the rationale as to why these 18 are sufficient to reflect breed population diversity must be discussed. And how these msats are distributed across the genome.</p>
<p>We have included information on the distribution of the 18 microsatellites genotyped in this study (distributed on 18 of the 19 canine autosomes) (see l. 170 -171). We concede that it is a low number of markers, still microsatellites are highly polymorphic, neutral to selection and an equivalent number of markers have been used (successfully) in other population studies in dogs (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0221418" xlink:type="simple">https://doi.org/10.1371/journal.pone.0221418</ext-link></p>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1017/S1751731117003573" xlink:type="simple">https://doi.org/10.1017/S1751731117003573</ext-link>).</p>
<p>In the discussion, the authors state “Our study unambiguously shows that the NS score has a large impact on the health and welfare of French bulldogs”. Their data demonstrate that the BSF score based upon the measurements taken on a sample of French bulldogs correlated with the measurements that were used to form the BSF score. The BSF score includes physiological parameters of heart rate, body temperature, etc—these features are key to include in the main text. To find the components, they are listed in the supplemental material. The manuscript would be much more powerful if the elements of the BSF were included. </p>
<p>Thank you for pointing this out to us. We have now included S2 Table as Table 2 in the manuscript in order to ensure that the readers can see immediately how the BSF scores are established.</p>
<p>The authors need to assess welfare and health using their BSF score and the NS on a validation population before making such a statement. If the authors did this and demonstrated that functional welfare and health parameters are predicted by their BSF score that would be a huge advancement in the field and for the brachycephalic dogs. Unfortunately, that is not what is presented in the current manuscript.</p>
<p>We accept this point which was also made by the other referee. We have acknowledged this by changing the wording in the final part of the discussion (l. 324 – l. 334) explaining that validation is needed.</p>
<p>Line 18: should be “those” not these</p>
<p>Has been corrected (l. 20)</p>
<p>Line 28 should be no or only mild NS</p>
<p>Has been corrected (l. 31)</p>
<p>Line 31-32 Although it results in apparent reduction…” unclear antecedent. To what is “it” referring?</p>
<p>Has been explained (‘it’ refers to exclusion of dogs with Grade 4) (l. 35)</p>
<p>Line 35-36 it is feasible but not prudent to undertake removing all dogs with the severest form of BS.</p>
<p>Has been corrected (‘feasible’ substituted with ‘prudent’) – l. 39.</p>
<p>Lines 73-76 need to be rewritten to reflect that this is a model development paper and that the BSF scoring system does not currently exist. OR the authors must provide a reference for the validation of this tool.</p>
<p>Relevant references have been included. See line 85.</p>
<p>Line 105, Line 119. See comment for lines 73-75. The scoring system does not yet exist and the authors are modeling such a scoring system in this manuscript. That needs to be more explicitly stated and better defined. If however, that BSF currently exists and is in use, the authors need to reference that and demonstrate its validity.</p>
<p>See our response to the previous point.</p>
<p>Line 125 reference 9 is a human 6MWT reference based upon bipedal locomotion. The authors will need to mention why this is a valid application for a quadruped dog.</p>
<p>Thank you for pointing this out. The mentioned reference has been substituted with a more relevant reference.</p>
<p>Line 185. The dogs have biological sex (male or female) not gender, which is a social, construct. Change gender to sex throughout the paper.</p>
<p>Has been corrected</p>
<p>Line 257 needs referencing.</p>
<p>Reference 1 and 2 have been included (l. 275)</p>
<p>Line 260 needs referencing.</p>
<p>Reference 9 and 10 have been included (l. 277)</p>
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<article-title>Decision Letter 1</article-title>
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<name name-style="western">
<surname>Loor</surname>
<given-names>Juan J</given-names>
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<role>Academic Editor</role>
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<copyright-year>2019</copyright-year>
<copyright-holder>Juan J Loor</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
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<p>
<named-content content-type="letter-date">21 Oct 2019</named-content>
</p>
<p>PONE-D-19-19251R1</p>
<p>Breeding French bulldogs with unobstructed breathing - possible but a long way to go</p>
<p>PLOS ONE</p>
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<p>[Note: HTML markup is below. Please do not edit.]</p>
<p>Reviewers' comments:</p>
<p>Reviewer's Responses to Questions</p>
<p><!-- <font color="black"> --><bold>Comments to the Author</bold></p>
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<p>**********</p>
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<p>**********</p>
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<p>Reviewer #1: the insistence that brachycephalic obstructive airway syndrome is best evaluated by direct visual examination misses the facts that a. this is a functional disease b. there is no current scheme to score CT/ endoscopy lesions with disease severity. Please adjust lines 59 and 319 -321 accordingly.</p>
<p>I think the authors are stating that there is a relationship between bfs and bs but they do not clearly define bs. From the study it seems that bs is a composite of various external conformational measurements. If this is the case can this be clearly stated.</p>
<p>Can the authors address the weak r results</p>
<p>Line 277. this study does not 'establish' - there is no validation of the bfs. preferable to use 'introduce' to avoid over confidence in an as yet unproven system. This is particularly the case as a new (and interesting) decibel recording system has been used which needs further investigation before it is advocated as a grading scheme</p>
<p>Reviewer #2: The title, although improved, remains in need of editing. The intent of the title is to convey that through concerted selection practices targeting BS can reduce the prevalence of BS. The current title of “Breeding French bulldogs with unobstructed breathing – possible but a long way to go” while catchy is still not informative. Of course it is possible to breed French bulldogs with unobstructed breathing. That however is not the intent of the manuscript. The manuscript is demonstrating that although French bulldogs with unobstructed breathing do exist, they are not that prevalent in the population the authors used and to increase the proportion of French bulldogs in a population that do not have BS it will take concerted selection and time in order to maintain genetic diversity. A more accurate title would be something along the lines of that conveys the concept that concerted selection can reduce obstructed breathing in the French bulldog but will take time.</p>
<p>Line 78 “Exercise testing is used both in humans [7, 8] and dogs [9] to measure reduced functional ability.” Please define what is meant by “functional ability”.</p>
<p>Line 164 should be microsatellites.</p>
<p>Line 268-269. The authors use reference 9 to illustrate the effect of BS on health and welfare. However the study detailed in reference 9 did not evaluate brachycephalic dogs. Thus this statement still is in need of references to demonstrate that “several studies….”</p>
<p>Line 268-269: Additionally the sentence needs editing as it appears something is missing: “..several studies have been performed to evaluate the severity of BS.” It would appear that the authors are tying together severity of BS and an impact on health or function.</p>
<p>Line 272: should be reflect the severity of BS (not reflect upon).</p>
<p>Line 272-273: comma needed after characterization “To lend support to the functional characterization, efforts have also been made to identify the…”</p>
<p>Please check all references. Line 286 reference for pure breed genetic variation is the R program for analysis</p>
<p>**********</p>
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<p>Reviewer #2: No</p>
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</body>
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<sub-article article-type="author-comment" id="pone.0226280.r004">
<front-stub>
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<named-content content-type="author-response-date">15 Nov 2019</named-content>
</p>
<p>6. Review Comments to the Author</p>
<p>Reviewer #1: the insistence that brachycephalic obstructive airway syndrome is best evaluated by direct visual examination misses the facts that a. this is a functional disease b. there is no current scheme to score CT/ endoscopy lesions with disease severity. Please adjust lines 59 and 319 -321 accordingly.</p>
<p>I think the authors are stating that there is a relationship between bfs and bs but they do not clearly define bs. From the study it seems that bs is a composite of various external conformational measurements. If this is the case can this be clearly stated.</p>
<p>Thank you for this comment. We agree that some key definitions and explanations were missing:</p>
<p>In line 16-19 we have explained more precisely what BS is (ie. Brachycephalic syndrome (BS) is a pathophysiological disorder caused by excessive soft tissue within the upper airways of short-nosed dog breeds, causing obstruction of the nasal, pharyngeal and laryngeal lumen and thereby giving rise to various symptoms such as respiratory distress). In line 61 to 71 we have clarified why a functional assessment is a reasonable proxy measure for BS.</p>
<p>Can the authors address the weak r results</p>
<p>We have addressed the r results further in line 310-314</p>
<p>Line 277. this study does not 'establish' - there is no validation of the bfs. preferable to use 'introduce' to avoid over confidence in an as yet unproven system. This is particularly the case as a new (and interesting) decibel recording system has been used which needs further investigation before it is advocated as a grading scheme</p>
<p>We have rephrased this sentence (line 307-308): In the present study we have introduced the calculation of  BSF scores, on a continuous scale, that rely on recordings of upper airway noise and decibel recordings before, during, and after exercise to assess the degree of BS</p>
<p>Reviewer #2: The title, although improved, remains in need of editing. The intent of the title is to convey that through concerted selection practices targeting BS can reduce the prevalence of BS. The current title of “Breeding French bulldogs with unobstructed breathing – possible but a long way to go” while catchy is still not informative. Of course it is possible to breed French bulldogs with unobstructed breathing. That however is not the intent of the manuscript. The manuscript is demonstrating that although French bulldogs with unobstructed breathing do exist, they are not that prevalent in the population the authors used and to increase the proportion of French bulldogs in a population that do not have BS it will take concerted selection and time in order to maintain genetic diversity. A more accurate title would be something along the lines of that conveys the concept that concerted selection can reduce obstructed breathing in the French bulldog but will take time.</p>
<p>We have changed the title so that it now reads: Breeding French bulldogs so that they breathe well - a long way to go.</p>
<p>Line 78 “Exercise testing is used both in humans [7, 8] and dogs [9] to measure reduced functional ability.” Please define what is meant by “functional ability”.</p>
<p>Exercise testing has been explained in more detail and with more appropriate references (see Line 104-112)</p>
<p>Line 164 should be microsatellites.</p>
<p>Spelling has been corrected (line 200)</p>
<p>Line 268-269. The authors use reference 9 to illustrate the effect of BS on health and welfare. However the study detailed in reference 9 did not evaluate brachycephalic dogs. Thus this statement still is in need of references to demonstrate that “several studies….”</p>
<p>We apologize for not providing sufficient documentation for this statement. Three more appropriate references have been provided (line 305 and 307)</p>
<p>Line 268-269: Additionally the sentence needs editing as it appears something is missing: “..several studies have been performed to evaluate the severity of BS.” It would appear that the authors are tying together severity of BS and an impact on health or function.</p>
<p>We have included ‘based on exercise tests’(line 307)to make the statement more comprehensible.</p>
<p>Line 272: should be reflect the severity of BS (not reflect upon).</p>
<p>We have removed ‘upon’ as suggested </p>
<p>Line 272-273: comma needed after characterization “To lend support to the functional characterization, efforts have also been made to identify the…”</p>
<p>Thank you: we have included ‘,’ as suggested (line 316)</p>
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<named-content content-type="letter-date">25 Nov 2019</named-content>
</p>
<p>Breeding French bulldogs with unobstructed breathing - possible but a long way to go</p>
<p>PONE-D-19-19251R2</p>
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<p>Reviewers' comments:</p>
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<p>
<named-content content-type="letter-date">6 Dec 2019</named-content>
</p>
<p>PONE-D-19-19251R2 </p>
<p>Breeding French bulldogs so that they breathe well - a long way to go  </p>
<p>Dear Dr. Fredholm:</p>
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<p>on behalf of</p>
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