<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fgene.2021.675305</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Ovine <italic>FABP4</italic> Variation and Its Association With Flystrike Susceptibility</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Burrows</surname> <given-names>L. E. R.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhou</surname> <given-names>H.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/36419/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Frampton</surname> <given-names>C. M. A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Forrest</surname> <given-names>R. H. J.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1334468/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Hickford</surname> <given-names>J. G. H.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/230104/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Gene-Marker Laboratory, Faculty of Agriculture and Life Sciences, Lincoln University</institution>, <addr-line>Christchurch</addr-line>, <country>New Zealand</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Medicine, University of Otago</institution>, <addr-line>Christchurch</addr-line>, <country>New Zealand</country></aff>
<aff id="aff3"><sup>3</sup><institution>Faculty of Education Humanities and Health Science, Eastern Institute of Technology</institution>, <addr-line>Napier</addr-line>, <country>New Zealand</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Rui Su, Inner Mongolia Agricultural University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Xianyong Lan, Northwest A&#x0026;F University, China; Jo&#x00E3;o Gouveia, Universidade Federal do Vale do S&#x00E3;o Francisco, Brazil; Hegang Li, Qingdao Agricultural University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: J. G. H. Hickford, <email>Jonathan.Hickford@lincoln.ac.nz</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Livestock Genomics, a section of the journal Frontiers in Genetics</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>06</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>675305</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>03</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>05</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Burrows, Zhou, Frampton, Forrest and Hickford.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Burrows, Zhou, Frampton, Forrest and Hickford</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Flystrike is a major cost and a welfare issue for the New Zealand sheep industry. There are several factors that can predispose sheep to flystrike, such as having fleecerot, a urine-stained breech, and &#x201C;dags&#x201D; (an accumulation of fecal matter in the wool of the breech). The FABP4 gene (<italic>FABP4</italic>) has been associated with variation in ovine fleecerot resistance, with a strong genetic correlation existing between fleecerot and flystrike occurrence. In this study, blood samples were collected from sheep with and without flystrike for DNA typing. PCR-SSCP analyses were used to genotype two regions of ovine <italic>FABP4</italic>. Sheep with the <italic>A</italic><sub>1</sub> variant of <italic>FABP4</italic> were found to be less likely (odds ratio 0.689, <italic>P</italic> = 0.014) to have flystrike than those without <italic>A</italic><sub>1</sub>. The likelihood of flystrike occurrence decreased as copy number of <italic>A</italic><sub>1</sub> increased (odds ratio 0.695, <italic>P</italic> = 0.006). This suggests that <italic>FABP4</italic> might be a candidate gene for flystrike resilience in sheep, although further research is required to verify this association.</p>
</abstract>
<kwd-group>
<kwd><italic>FABP4</italic></kwd>
<kwd>flystrike</kwd>
<kwd>PCR-SSCP</kwd>
<kwd>variation</kwd>
<kwd>sheep</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="29"/>
<page-count count="6"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>The breeding of sheep that are less susceptible to flystrike is an attractive proposition for reducing its impact on sheep production. If genetic variation associated with decreased susceptibility to flystrike could be identified, then this might provide greater accuracy for making breeding selections to reduce the prevalence of the disease.</p>
<p>In 2010, a single-nucleotide polymorphism (SNP) association study was undertaken by <xref ref-type="bibr" rid="B21">Smith et al. (2010)</xref> on sheep from the fleecerot and flystrike resistant and susceptible flocks in Australia. Among the genes identified as potentially being associated with fleecerot susceptibility was the fatty-acid binding protein 4 (FABP4) gene (<italic>FABP4</italic>). Given that fleecerot has been identified as an important predisposing factor to flystrike (<xref ref-type="bibr" rid="B16">Norris et al., 2008</xref>) and that a study by <xref ref-type="bibr" rid="B19">Raadsma (1991)</xref> reported a strong genetic correlation (<italic>r</italic> &#x003E; 0.9) between the two conditions, there is justification for testing whether <italic>FABP4</italic> is also associated with the occurrence of flystrike.</p>
<p>The fatty-acid binding proteins are hydrophobic ligand-binding cytoplasmic proteins, and are thought to be involved in lipid metabolism through the binding and intracellular transport of long-chain fatty-acids (<xref ref-type="bibr" rid="B7">Furuhashi and Hotamisligil, 2008</xref>; <xref ref-type="bibr" rid="B24">Tsuda et al., 2009</xref>). Expression of <italic>FABP4</italic> has been reported in adipocytes and macrophages (<xref ref-type="bibr" rid="B7">Furuhashi and Hotamisligil, 2008</xref>). In skin, FABP4 has been shown to be localized in the sebaceous glands (<xref ref-type="bibr" rid="B26">Watanabe et al., 1997</xref>), and it has been suggested to regulate their activity by modulating lipid-signaling and/or lipid metabolism in sebocytes (<xref ref-type="bibr" rid="B13">Lin and Khnykin, 2014</xref>).</p>
<p><xref ref-type="bibr" rid="B24">Tsuda et al. (2009)</xref> revealed that <italic>FABP4</italic> was strongly expressed in phosphatase-and-tensin (<italic>Pten</italic>)-null keratinocytes. In this context, FABP4 has been suggested to selectively enhance the activities of peroxisome proliferator-activated receptor gamma (PPAR&#x03B3;), a member of the nuclear hormone receptor family, and one that regulates genes involved in sebaceous tissue differentiation (<xref ref-type="bibr" rid="B15">Michalik and Wahli, 2007</xref>). Keratinocyte-specific <italic>Pten</italic>-null mice display distinct phenotypes, which includes having wrinkled skin and ruffled and shaggy hair. Histological examination revealed that these mice had acanthosis, sebaceous gland hyperplasia, and accelerated hair follicle morphogenesis (<xref ref-type="bibr" rid="B23">Suzuki et al., 2003</xref>). The gene, <italic>FABP4</italic>, is therefore implicated in the development of these phenotypes. Given the loss of waxes and hydrophobicity is thought to be a major contributing factor in the development of fleecerot (<xref ref-type="bibr" rid="B16">Norris et al., 2008</xref>), then <italic>FABP4</italic> variation may also affect flystrike susceptibility in sheep. Furthermore, the FABP4 protein is also released from adipocytes and macrophages, and it is a proinflammatory signaling protein, with the level of FABP4 protein increasing in the blood of people with the skin inflammatory condition psoriasis (<xref ref-type="bibr" rid="B2">Baran et al., 2017</xref>). Inflammation is observed in skin tissues affected by fleece rot.</p>
<p><xref ref-type="bibr" rid="B28">Yan et al. (2012)</xref> studied sequence variation in two regions of <italic>FABP4</italic>. In the first, which spanned parts of exon 2 and intron 2, five unique sequences were observed. These variants were a consequence of three nucleotide substitutions and one nucleotide deletion in intron 2. In the second region of the gene, which spanned parts of exon 3 and intron 3, four different sequences were detected, which come about as a consequence of four nucleotide substitutions.</p>
<p>To ascertain whether variation in <italic>FABP4</italic> is associated with variation in susceptibility to flystrike in New Zealand (NZ) sheep, animals with and without flystrike were identified at shearing time. Genetic variation within <italic>FABP4</italic> was analyzed using PCR-SSCP analyses, and associations with the occurrence of fleecerot and flystrike explored. Any association identified might provide a better understanding of biological role of <italic>FABP4</italic> in variation in susceptibility to flystrike.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Sheep Studied and Identification of Flystrike</title>
<p>Eight-hundred and fourty-four sheep were studied in total. Of these, 441 either had flystrike or were recovering from flystrike. Sheep were diagnosed as having active flystrike when larvae could be seen on the skin, and the wool was discolored and bad smelling. Sheep that had had flystrike were identified through having areas of pink skin with no wool or shorter wool, evidence of scar tissue from maggot damage, or flaky dry skin. Where possible, for each sheep found with flystrike, another sheep from the same flock, but that had no evidence of flystrike was also chosen (<italic>n</italic> = 403). The sheep were identified over a period of 5 years (2013&#x2013;2017) from both commercial and stud farms from six geographical regions and were of 20 different breeds or composites there-of.</p>
</sec>
<sec id="S2.SS2">
<title>Blood Collection</title>
<p>Blood samples from the sheep were collected onto FTA cards (Whatman, Middlesex, United Kingdom) and these were labeled with year, farm, breed, gender, age, and the presence (<italic>n</italic> = 441) or absence (<italic>n</italic> = 403) of flystrike as specified above. The blood was left to dry and then stored in darkness at room temperature. DNA stored in this way is suitable for subsequent analysis (<xref ref-type="bibr" rid="B5">Dash et al., 2020</xref>), and for genotyping the DNA was purified according to the method of <xref ref-type="bibr" rid="B29">Zhou et al. (2006)</xref>.</p>
</sec>
<sec id="S2.SS3">
<title>FABP4 Genotyping</title>
<p>The genotypes for Region-1 and -2 of <italic>FABP4</italic> were determined according to the methods described in <xref ref-type="bibr" rid="B28">Yan et al. (2012)</xref>. Primers were synthesized by Integrated DNA Technologies (Coralville, IA, United States). All 844 sheep were genotyped for Region-1, while 582 were genotyped for Region 2 (<italic>n</italic> = 291 with flystrike).</p>
</sec>
<sec id="S2.SS4">
<title>Statistical Analyses</title>
<p>All statistical analyses were performed using IBM SPSS Statistics version 24 (Chicago, IL, United States).</p>
<p>For both <italic>FABP4</italic> regions, the presence or absence of a sequence variant in each genotype was coded with a 1 or 0, respectively. For inclusion in statistical models, some variables and/or categories within variables were combined due to there being small numbers in some groups. Age and gender were merged into a single variable (age_gender) which had the following categories: animals under 2 years of age (gender was not known), 2 year-old ewes, 3 + year-old ewes, 2 year-old rams, and 3 + year-old rams. Sheep breed was compressed into four categories: black-face/terminal sheep (<italic>n</italic> = 173; Dorset Down + Finn x Texel Cross + Poll Dorset + Shropshire + South Down + South Suffolk + Texel + other Suffolk-crosses), Merino and Merino-cross sheep (<italic>n</italic> = 303; Merino + Corriedale + other Merino crosses), maternal cross-bred sheep (<italic>n</italic> = 236; Coopworth + Corriedale x Romney-cross + Perendale-cross + unspecified cross + Romney-cross + other composite maternal sheep) and pure-bred maternal sheep (<italic>n</italic> = 132; Romney + Perendale + Lincoln). The six geographical regions (Banks Peninsula, Mid-Canterbury, Northland, North Canterbury, Otago and South Canterbury) were combined into three general locations: mid-Canterbury, districts north of mid-Canterbury and districts south of mid-Canterbury.</p>
<p>Univariate Pearson Chi-square tests were then performed to explore the association between these variables: year (recognizing there is likely to be annual variation in flystrike occurrence), age_gender (recognizing there are likely to sheep age and gender effects on flystrike occurrence), breed (recognizing there may be breed effects in flystrike occurrence), and location (recognizing potential regional differences in flystrike occurrence), and the presence or absence of flystrike.</p>
<p>For each <italic>FABP4</italic> variant from the two regions of the gene, a Pearson Chi-squared test along with a binary logistic regression was performed to explore whether the presence or absence of the variant was associated with the presence or absence of flystrike, and to determine an odds-ratio (OR). If an association was detected, a subsequent binary logistic regression analysis was performed to determine the independent effects of the gene variants on the incidence of flystrike when year, breed, location, and age-gender were taken into account. A copy-number analysis was also performed in which the presence or absence of the variant was replaced with number of copies of the variant (0, 1, or 2) in the binary logistic regression models.</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>Sequence Variation in FABP4</title>
<p>The previously described <italic>A<sub>1</sub>, B<sub>1</sub>, C<sub>1</sub></italic> and <italic>D</italic><sub>1</sub> variants (exon 2&#x2014;intron 2; Region-1) and <italic>A<sub>2</sub>, B<sub>2</sub></italic>, and <italic>C</italic><sub>2</sub> variants (exon 3-intron 3; Region-2) of <italic>FABP4</italic> (<xref ref-type="bibr" rid="B28">Yan et al., 2012</xref>) were identified. The <italic>E</italic><sub>1</sub> (Region-1) and <italic>D</italic><sub>2</sub> (Region-2) variants (<xref ref-type="bibr" rid="B28">Yan et al., 2012</xref>) were not detected in the sheep studied here. The sequence variation in the regions typed could, in part, be matched to the findings of <xref ref-type="bibr" rid="B21">Smith et al. (2010)</xref> with the SNPs c.348 + 166T &#x003E; C, c.348 + 298T &#x003E; C, and c.348 + 356T &#x003E; C in Region-2 of <italic>FABP4</italic>, corresponding to FABIn30227, FABIn30360, and FABIn30420 respectively, defined in that study.</p>
</sec>
<sec id="S3.SS2">
<title>FABP4 Associations</title>
<p>The frequency of flystrike occurrence for sheep with different <italic>FABP4</italic> variants from each region of the gene, is shown in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Frequencies of flystrike in sheep with <italic>FABP4</italic> Region-1 and Region-2 variants.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variant</td>
<td valign="top" align="center">Number of sheep with variant&#x002A;</td>
<td valign="top" align="center">Number of sheep with variant and flystrike</td>
<td valign="top" align="center">Frequency of flystrike in animals with variant (%)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Region-1</td>
<td valign="top" align="center">(844 sheep in total)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>A</italic><sub>1</sub></td>
<td valign="top" align="center">314</td>
<td valign="top" align="center">143</td>
<td valign="top" align="center">46</td>
</tr>
<tr>
<td valign="top" align="left"><italic>B</italic><sub>1</sub></td>
<td valign="top" align="center">483</td>
<td valign="top" align="center">257</td>
<td valign="top" align="center">53</td>
</tr>
<tr>
<td valign="top" align="left"><italic>C</italic><sub>1</sub></td>
<td valign="top" align="center">521</td>
<td valign="top" align="center">284</td>
<td valign="top" align="center">55</td>
</tr>
<tr>
<td valign="top" align="left"><italic>D</italic><sub>1</sub></td>
<td valign="top" align="center">94</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">51</td>
</tr>
<tr>
<td valign="top" align="left">Region-2</td>
<td valign="top" align="center">(582 sheep in total)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>A</italic><sub>2</sub></td>
<td valign="top" align="center">489</td>
<td valign="top" align="center">246</td>
<td valign="top" align="center">50</td>
</tr>
<tr>
<td valign="top" align="left"><italic>B</italic><sub>2</sub></td>
<td valign="top" align="center">278</td>
<td valign="top" align="center">147</td>
<td valign="top" align="center">53</td>
</tr>
<tr>
<td valign="top" align="left"><italic>C</italic><sub>2</sub></td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">47</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic><italic>&#x002A;Includes heterozygous and homozygous sheep.</italic></italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>The results of the univariate analyses exploring the effect of the different independent effects on associations between the presence or absence of each <italic>FABP4</italic> Region-1 variant and flystrike presence and absence are shown in <xref ref-type="table" rid="T2">Table 2</xref>. Associations existed for each variable with at least one of the variants, and thus all the variables were retained in the subsequent multivariate analyses. The univariate Pearson chi-squared analyses to explore the association between the variables and the occurrence of flystrike detected no association for location (<italic>P</italic> = 0.545), year (<italic>P</italic> = 0.132), or breed (<italic>P</italic> = 0.050), but an association was detected with age_gender (<italic>P</italic> &#x003C; 0.001). Only the association with age-gender persisted in the multivariate binary logistic models for each <italic>FABP4</italic> Region-1.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p><italic>P</italic>-values<sup>a</sup> from Pearson Chi-square analyses exploring associations between the variables, each <italic>FABP4</italic> Region-1 variant and flystrike occurrence.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variable</td>
<td valign="top" align="center" colspan="4"><italic>FABP4</italic> Region-1 variants<hr/></td>
<td valign="top" align="center">Flystrike</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>A</italic><sub>1</sub></td>
<td valign="top" align="center"><italic>B</italic><sub>1</sub></td>
<td valign="top" align="center"><italic>C</italic><sub>1</sub></td>
<td valign="top" align="center"><italic>D</italic><sub>1</sub></td>
<td/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age_gender</td>
<td valign="top" align="center"><bold>0.001</bold></td>
<td valign="top" align="center">0.782</td>
<td valign="top" align="center">0.232</td>
<td valign="top" align="center">0.215</td>
<td valign="top" align="center"><bold>&#x003C;0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left">Breed</td>
<td valign="top" align="center"><bold>&#x003C;0.001</bold></td>
<td valign="top" align="center">0.535</td>
<td valign="top" align="center"><bold>0.004</bold></td>
<td valign="top" align="center">0.332</td>
<td valign="top" align="center"><bold>0.050</bold></td>
</tr>
<tr>
<td valign="top" align="left">Location</td>
<td valign="top" align="center">0.584</td>
<td valign="top" align="center">0.406</td>
<td valign="top" align="center"><bold>0.002</bold></td>
<td valign="top" align="center">0.635</td>
<td valign="top" align="center">0.545</td>
</tr>
<tr>
<td valign="top" align="left">Year</td>
<td valign="top" align="center"><bold>0.001</bold></td>
<td valign="top" align="center"><bold>&#x003C;0.001</bold></td>
<td valign="top" align="center"><bold>&#x003C;0.001</bold></td>
<td valign="top" align="center">0.868</td>
<td valign="top" align="center">0.132</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic><italic><sup><italic>a</italic></sup>P &#x2264; 0.05 in bold.</italic></italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>The presence of <italic>FABP4 A</italic><sub>1</sub> was found to be associated with a lower likelihood of flystrike (OR = 0.651, <italic>P</italic> = 0.003), which persisted when correcting for the effect of age_gender, breed, location and year (OR = 0.689, <italic>P</italic> = 0.014), while the presence of <italic>C</italic><sub>1</sub> appeared to possibly be linked to an increased likelihood of flystrike (OR = 1.267, <italic>P</italic> = 0.095) in the chi-square, but this was lost when corrected for the other effects (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>The association of the presence of each <italic>FABP4</italic> Region-1 variant with the occurrence of flystrike given the presence of a particular <italic>FABP4</italic> Region-1 variant.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Statistical model</td>
<td valign="top" align="center">Variant</td>
<td valign="top" align="center">Odds ratio</td>
<td valign="top" align="center" colspan="2">95% confidence interval<hr/></td>
<td valign="top" align="center"><italic>P</italic>-value<sup>a</sup></td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td/>
<td/>
<td valign="top" align="center">Upper</td>
<td valign="top" align="center">Lower</td>
<td/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Pearson Chi-square, Binary logistic regression analysis: Dependent variable = the</td>
<td valign="top" align="center"><italic>A</italic><sub>1</sub></td>
<td valign="top" align="center">0.651</td>
<td valign="top" align="center">0.492</td>
<td valign="top" align="center">0.862</td>
<td valign="top" align="center"><bold>0.003</bold></td>
</tr>
<tr>
<td valign="top" align="left">presence or absence of flystrike; independent variable = the presence or</td>
<td valign="top" align="center"><italic>B</italic><sub>1</sub></td>
<td valign="top" align="center">1.094</td>
<td valign="top" align="center">0.833</td>
<td valign="top" align="center">1.437</td>
<td valign="top" align="center">0.519</td>
</tr>
<tr>
<td valign="top" align="left">absence of the gene variant.</td>
<td valign="top" align="center"><italic>C</italic><sub>1</sub></td>
<td valign="top" align="center">1.267</td>
<td valign="top" align="center">0.959</td>
<td valign="top" align="center">1.673</td>
<td valign="top" align="center">0.095</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center"><italic>D</italic><sub>1</sub></td>
<td valign="top" align="center">0.948</td>
<td valign="top" align="center">0.617</td>
<td valign="top" align="center">1.456</td>
<td valign="top" align="center">0.807</td>
</tr>
<tr>
<td valign="top" align="left">Binary logistic regression: dependent variable = the presence or absence of</td>
<td valign="top" align="center"><italic>A</italic><sub>1</sub></td>
<td valign="top" align="center">0.689</td>
<td valign="top" align="center">0.512</td>
<td valign="top" align="center">0.927</td>
<td valign="top" align="center"><bold>0.014</bold></td>
</tr>
<tr>
<td valign="top" align="left">flystrike; independent variables = the presence or absence of the gene variant, year,</td>
<td valign="top" align="center"><italic>B</italic><sub>1</sub></td>
<td valign="top" align="center">1.110</td>
<td valign="top" align="center">0.832</td>
<td valign="top" align="center">1.480</td>
<td valign="top" align="center">0.478</td>
</tr>
<tr>
<td valign="top" align="left">breed, location, and the combined age_gender variable.</td>
<td valign="top" align="center"><italic>C</italic><sub>1</sub></td>
<td valign="top" align="center">1.209</td>
<td valign="top" align="center">0.899</td>
<td valign="top" align="center">1.625</td>
<td valign="top" align="center">0.210</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center"><italic>D</italic><sub>1</sub></td>
<td valign="top" align="center">1.001</td>
<td valign="top" align="center">0.638</td>
<td valign="top" align="center">1.570</td>
<td valign="top" align="center">0.996</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic><italic><sup><italic>a</italic></sup>P &#x2264; 0.05 in bold.</italic></italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>The copy number analysis (correcting for year, breed classification, location, and age-gender) for <italic>FABP4 A<sub>1</sub></italic> revealed there was a 30.5% reduction in flystrike for each additional copy of <italic>FABP4 A<sub>1</sub></italic> (OR = 0.695, <italic>P</italic> = 0.006).</p>
<p>No associations between the occurrence of flystrike and the variants of <italic>FABP4</italic> Region-2 were detected (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>The association of the presence of each <italic>FABP4</italic> Region-2 variant with the occurrence of flystrike given the presence of a particular <italic>FABP4</italic> Region-2 variant.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Statistical model</td>
<td valign="top" align="center">Variant</td>
<td valign="top" align="center">Odds ratio</td>
<td valign="top" align="center" colspan="2">95% confidence interval<hr/></td>
<td valign="top" align="center"><italic>P</italic>-value</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td/>
<td/>
<td valign="top" align="center">Upper</td>
<td valign="top" align="center">Lower</td>
<td/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Pearson Chi-square, Binary logistic regression analysis: Dependent variable = the</td>
<td valign="top" align="center"><italic>A</italic><sub>2</sub></td>
<td valign="top" align="center">1.080</td>
<td valign="top" align="center">0.693</td>
<td valign="top" align="center">1.683</td>
<td valign="top" align="center">0.734</td>
</tr>
<tr>
<td valign="top" align="left">presence or absence of flystrike; independent variable = presence or absence of</td>
<td valign="top" align="center"><italic>B</italic><sub>2</sub></td>
<td valign="top" align="center">1.247</td>
<td valign="top" align="center">0.900</td>
<td valign="top" align="center">1.727</td>
<td valign="top" align="center">0.184</td>
</tr>
<tr>
<td valign="top" align="left">the gene variant.</td>
<td valign="top" align="center"><italic>C</italic><sub>2</sub></td>
<td valign="top" align="center">0.897</td>
<td valign="top" align="center">0.359</td>
<td valign="top" align="center">2.240</td>
<td valign="top" align="center">0.816</td>
</tr>
<tr>
<td valign="top" align="left">Binary logistic regression: dependent variable = the presence or absence of</td>
<td valign="top" align="center"><italic>A</italic><sub>2</sub></td>
<td valign="top" align="center">1.100</td>
<td valign="top" align="center">0.687</td>
<td valign="top" align="center">1.762</td>
<td valign="top" align="center">0.691</td>
</tr>
<tr>
<td valign="top" align="left">flystrike; independent variables = the presence or absence of the gene variant,</td>
<td valign="top" align="center"><italic>B</italic><sub>2</sub></td>
<td valign="top" align="center">1.161</td>
<td valign="top" align="center">0.814</td>
<td valign="top" align="center">1.655</td>
<td valign="top" align="center">0.409</td>
</tr>
<tr>
<td valign="top" align="left">year, breed, location, and the combined age_gender variable.</td>
<td valign="top" align="center"><italic>C</italic><sub>2</sub></td>
<td valign="top" align="center">1.075</td>
<td valign="top" align="center">0.402</td>
<td valign="top" align="center">2.872</td>
<td valign="top" align="center">0.886</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
</sec>
<sec id="S4">
<title>Discussion</title>
<p><xref ref-type="bibr" rid="B21">Smith et al. (2010)</xref> identified five SNPs in ovine <italic>FABP4</italic> from Merino sheep that are associated with fleecerot. Three of these SNPs were also identified by <xref ref-type="bibr" rid="B28">Yan et al. (2012</xref>, <xref ref-type="bibr" rid="B27">2018)</xref> and in this study too. In Region-1, <xref ref-type="bibr" rid="B28">Yan et al. (2012)</xref> detected five variant sequences of <italic>FABP4</italic> (named <italic>A<sub>1</sub> -E<sub>1</sub></italic>) and four variant sequences (<italic>A<sub>2</sub>-D<sub>2</sub></italic>) for Region-2 in 483 NZ sheep of various breeds. Variants <italic>A</italic><sub>1</sub>, <italic>B</italic><sub>1</sub> and <italic>C</italic><sub>1</sub> were the most common and observed in all breeds. Variant <italic>D</italic><sub>1</sub> was observed in all the breeds except Poll Dorset sheep and <italic>E</italic><sub>1</sub> was only observed in two breeds (Poll Dorset and Corriedale). In this study four of the <italic>FABP4</italic> Region-1 variants were detected (<italic>A<sub>1</sub>-D<sub>1</sub></italic>), with <italic>E</italic><sub>1</sub> not being found. More recently, <xref ref-type="bibr" rid="B27">Yan et al. (2018)</xref> reported the five previously identified Region-1 variants (<italic>A</italic><sub>1</sub>, <italic>B</italic><sub>1</sub>, <italic>C</italic><sub>1</sub>, <italic>D</italic><sub>1</sub> and <italic>E</italic><sub>1</sub>) and three previously identified Region-2 variants (<italic>A</italic><sub>2</sub>, <italic>B</italic><sub>2</sub> and <italic>C</italic><sub>2</sub>) were detected in NZ Romney sheep, describing fourteen different haplotypes spanning the two regions: <italic>A<sub>1</sub>-A<sub>2</sub></italic>, <italic>A<sub>1</sub>-B<sub>2</sub></italic>, <italic>A<sub>1</sub>-C<sub>2</sub></italic>, <italic>B<sub>1</sub>-A<sub>2</sub></italic>, <italic>C<sub>1</sub>-A<sub>2</sub></italic>, <italic>C<sub>1</sub>-C<sub>2</sub></italic>, <italic>D<sub>1</sub>-A<sub>2</sub></italic>, <italic>B<sub>1</sub>-B<sub>2</sub></italic>, <italic>C<sub>1</sub>-B<sub>2</sub></italic>, <italic>D<sub>1</sub>-C<sub>2</sub></italic>, <italic>E<sub>1</sub>-B<sub>2</sub></italic>, <italic>E<sub>1</sub>-A<sub>2</sub></italic>, <italic>D<sub>1</sub>-B<sub>2</sub></italic> and <italic>B<sub>1</sub>-C<sub>2</sub></italic>.</p>
<p>In the context of the observed associations with Region-1 variant <italic>A</italic><sub>1</sub> in this study, it must, therefore, be noted that <italic>A</italic><sub>1</sub> could potentially be present in the sheep studied in one of three haplotypes across these two regions (<italic>A<sub>1</sub>-A<sub>2</sub></italic>, <italic>A<sub>1</sub>-B<sub>2</sub></italic>, and <italic>A<sub>1</sub>-C<sub>2</sub></italic>), although the haplotypes were not established here as that require nucleotide sequencing of all 844 sheep. Variant <italic>C</italic><sub>1</sub> was also found in three haplotypes (<italic>C<sub>1</sub>-A<sub>2</sub></italic>, <italic>C<sub>1</sub>-C<sub>2</sub></italic>, and <italic>C<sub>1</sub>-B<sub>2</sub></italic>) by <xref ref-type="bibr" rid="B27">Yan et al. (2018)</xref>, albeit in different breeds. Variants <italic>A</italic><sub>2</sub> and <italic>B</italic><sub>2</sub> occurred in haplotypes with all five Region-1 variants, and <italic>C</italic><sub>2</sub> with all except <italic>E</italic><sub>1</sub> (<xref ref-type="bibr" rid="B27">Yan et al., 2018</xref>). It is therefore not surprising that associations were not detected with Region-2 of the gene and future research focused on association studies using haplotypes is merited.</p>
<p>The SNPs described in <italic>FABP4</italic> in this study were all found in introns. Although introns do not code for amino acids, some SNPs in introns, silent substitutions in coding sequences and variation in regions flanking coding sequences can have a functional role, and/or affect gene expression. For example, SNPs in introns have been reported to affect primary transcript splicing efficiency, the stability of mRNA, and the translation of mRNA (<xref ref-type="bibr" rid="B12">Le Hir et al., 2003</xref>); and silent substitutions in coding regions (typically in position three of the codon) have also been shown to affect mRNA stability and pre-mRNA splicing (<xref ref-type="bibr" rid="B6">Duan et al., 2003</xref>; <xref ref-type="bibr" rid="B22">Supek et al., 2014</xref>). The <italic>FABP4</italic> SNPs identified do not fall into any known RNA splicing sites, however, they may be linked to sequence variation in other regions of <italic>FABP4</italic> that is of structural or functional importance. This has also been suggested by <xref ref-type="bibr" rid="B21">Smith et al. (2010)</xref> and <xref ref-type="bibr" rid="B28">Yan et al. (2012</xref>, <xref ref-type="bibr" rid="B27">2018)</xref>.</p>
<p>Given that the aim of this study was to determine if there was an association between the presence of flystrike and variation in ovine <italic>FABP4</italic>, then it is notable that sheep with the <italic>A</italic><sub>1</sub> variant were less likely to have flystrike than those without <italic>A</italic><sub>1</sub>. It is, however, impossible to say if any given sheep carrying the <italic>A</italic><sub>1</sub> variant will, or will not get flystrike, as some sheep in this study carrying <italic>A</italic><sub>1</sub> also had flystrike and some sheep carrying two copies of <italic>A</italic><sub>1</sub> were also struck, with them accounting for 2.5% of the struck genotypes. It must be remembered in this context that the analyses are only finding associations rather than causative mutations.</p>
<p>The first associations between SNPs in or near <italic>FABP4</italic>, and fleecerot, were described by <xref ref-type="bibr" rid="B21">Smith et al. (2010)</xref>. However, given there is a high genetic correlation (<italic>r</italic> &#x003E; 0.9) between fleecerot and flystrike, it is perhaps not that surprising that an association has been found with flystrike susceptibility. The susceptibility of sheep to fleecerot and flystrike can also be assessed through the measurement of indicator traits, including assessment of physical characteristics and chemical characteristics. In the context of the latter, wax and suint levels affect the wettability of the wool (<xref ref-type="bibr" rid="B3">Belschner, 1937</xref>; <xref ref-type="bibr" rid="B16">Norris et al., 2008</xref>), and thus susceptibility to disease. In fine wool sheep, bright (high luster), high yielding (but greasy) wool, which is white in color, is the most consistent wool type associated with fleecerot resistance, and wool of this type is highly heritable (<xref ref-type="bibr" rid="B8">Hayman, 1953</xref>; <xref ref-type="bibr" rid="B9">James et al., 1984</xref>; <xref ref-type="bibr" rid="B18">Raadsma, 1987</xref>). Fiber diameter is another highly heritable trait that has been associated with resistance to fleecerot (<xref ref-type="bibr" rid="B20">Raadsma, 1993</xref>), with a lower fiber diameter resulting in a greater resistance in Merino sheep (<xref ref-type="bibr" rid="B10">James and Ponzoni, 1992</xref>). Given these observations, the wax levels in the wool are possibly influenced by FABP4, and this could explain why variation in <italic>FABP4</italic> appears to be associated with fleecerot and flystrike resilience. In this context, exploring the relationship between <italic>FABP4</italic> expression and wool wax levels, along with other wool traits, could shed light on FABP4&#x2019;s role in flystrike resilience, although it has been reported that the phenotypic correlations between fleecerot, flystrike and other fleece characteristics, are typically low (<xref ref-type="bibr" rid="B18">Raadsma, 1987</xref>).</p>
<p><xref ref-type="bibr" rid="B1">Bakhtiarizadeh et al. (2013)</xref> used Lori-Bakhtiari and Zel sheep to investigate the differences in <italic>FABP4</italic> expression in fat-tail tissue and visceral adipose tissue. Their results suggested that the expression of <italic>FABP4</italic> was higher in the fat-tail of Lori-Bakhtiari sheep, than expression in either the fat-tail or visceral tissue of the Zel sheep. The higher level of expression of <italic>FABP4</italic> in the fat-tail tissue of Lori-Bakhtiari sheep was related to there being more fatty-acid transportation into the fat-tail compared with the Zel sheep. If fat is a factor that affects flystrike resilience in sheep, then increased expression of <italic>FABP4</italic>, leading to more fatty-acid transport into different areas of the body could be an underlying mechanism for the variation in resilience. It would be interesting to look at the frequency of <italic>FABP4</italic> variants <italic>A<sub>1</sub>-E<sub>1</sub></italic> in Lori-Bakhtiari and Zel sheep to see if they have a higher frequency of the <italic>A</italic><sub>1</sub> variant, especially as this variant has also been found to occur at a high frequency in a line of sheep that were deliberately bred for increased fatness (<xref ref-type="bibr" rid="B28">Yan et al., 2012</xref>). The Lori-Bakhtiari and Zel sheep could also be investigated to ascertain their resilience to flystrike in the context of <italic>FABP4</italic> variation.</p>
<p><xref ref-type="bibr" rid="B28">Yan et al. (2012)</xref> found a vast difference between fat and lean lines of sheep and variation in <italic>FABP4</italic>. Sheep carrying the <italic>FABP4 A<sub>1</sub></italic> variant were predominantly in the fat line, while sheep carrying the <italic>C</italic><sub>1</sub> variant was associated with the lean line. In the present study, sheep with the <italic>A</italic><sub>1</sub> variant were the least likely to get flystrike. While the level of expression (if any) of this variant was not ascertained in either study, it might nevertheless speculated that sheep with a higher carcass fat content, may also have an increased or different lipid content in their wool. Wool wax contains fatty acids, and these coat the wool fibers and skin, where they inhibit bacterial growth by lowering the pH of the skin surface (<xref ref-type="bibr" rid="B11">Lambers et al., 2006</xref>). It might, therefore, be worthwhile, to investigate whether <italic>FABP4</italic> affects wool wax production (qualitatively and quantitatively) and whether this affects the likelihood of fleecerot and/or flystrike occurring. However, if the <italic>FABP4 A</italic><sub>1</sub> variant decreases flystrike susceptibility and increases the fat content in meat, then farmers would have to decide if they want to selectively breed sheep for both these traits. This could cause conflict with consumer demand for healthier sheep that produce leaner meat. In some markets, the current consumer demand is for leaner meat due to the common perception that fat is linked to obesity and cardiovascular disease (<xref ref-type="bibr" rid="B25">Volk, 2007</xref>; <xref ref-type="bibr" rid="B17">Pethick et al., 2011</xref>), and this demand is met by producing leaner slaughter animals on-farm (<xref ref-type="bibr" rid="B17">Pethick et al., 2011</xref>).</p>
<p>Fatty acid-binding protein 4 has also been shown to modulate inflammatory responses in macrophages (<xref ref-type="bibr" rid="B7">Furuhashi and Hotamisligil, 2008</xref>). In macrophages lacking FABP4 (<italic>FABP4 -/-)</italic> there are several signaling pathways that are suppressed, including the production of cytokines such as tumor-necrosis factor &#x2013;&#x03B1; (TNF-&#x03B1;), interleukin 1 &#x03B2; (IL &#x03B2;) and IL6 (<xref ref-type="bibr" rid="B14">Makowski et al., 2005</xref>; <xref ref-type="bibr" rid="B7">Furuhashi and Hotamisligil, 2008</xref>). It is of interest that inflammatory cytokines and T cell-dependent cytokine IL-2 and IFN&#x2013;&#x03B3; are produced in the skin during flystrike (<xref ref-type="bibr" rid="B4">Bowles et al., 1994</xref>). FABP4 also acts to coordinate functional interactions between macrophages and adipocytes in the adipose tissue (<xref ref-type="bibr" rid="B7">Furuhashi and Hotamisligil, 2008</xref>). The adipocytes sit near the skin surface, thus these cells could play a role in the inflammatory response to flystrike in the skin. The &#x201C;fatter&#x201D; type sheep, as shown by <xref ref-type="bibr" rid="B28">Yan et al. (2012)</xref> to have a high frequency of <italic>A</italic><sub>1</sub> variant, may therefore have greater resilience to flystrike by having an improved inflammatory response.</p>
<p>While the results of this study suggest that variation in <italic>FABP4</italic> might be used as a gene-marker for flystrike resilience in sheep and that breeding for sheep that carry the <italic>A</italic><sub>1</sub> variant may decrease disease prevalence, the pleiotropic nature of the gene, including its potential effect on other important production traits, suggests considerably more research needs to be undertaken.</p>
</sec>
<sec id="S5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S6">
<title>Ethics Statement</title>
<p>Ethical review and approval was not required for the animal study because the research we undertook was retrospective/observational (not experimental), with the animals analyzed being located on private farms where they are part of commercial sheep farming operations. They were not part of experimental flocks, and the flocks were not structured, or created for experimental purposes. The blood collection approach we employed falls within the allowable practices specified in Section 7.5 Animal Identification of the Animal Welfare (Sheep and Beef Cattle) Code of Welfare 2010, which is a code of welfare issued under the Animal Welfare Act 1999 (New Zealand Government).</p></sec>
<sec id="S7">
<title>Author Contributions</title>
<p>HZ and JH contributed to conception and design of the study. LB collected the data, organized the database, performed the experiments, and wrote the first draft of the manuscript. LB, CF, and RF performed the statistical analysis. HZ, RF, and JH contributed to the manuscript revision. All authors read and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bakhtiarizadeh</surname> <given-names>M. R.</given-names></name> <name><surname>Moradi-Shahrbabak</surname> <given-names>M.</given-names></name> <name><surname>Ebranhimie</surname> <given-names>E.</given-names></name></person-group> (<year>2013</year>). <article-title>Underlying functional genomics of fat deposition in adipose tissue.</article-title> <source><italic>Gene</italic></source> <volume>521</volume> <fpage>122</fpage>&#x2013;<lpage>128</lpage>. <pub-id pub-id-type="doi">10.1016/j.gene.2013.03.045</pub-id> <pub-id pub-id-type="pmid">23523858</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baran</surname> <given-names>A.</given-names></name> <name><surname>&#x015A;widerska</surname> <given-names>M.</given-names></name> <name><surname>Bacharewicz-Szczerbicka</surname> <given-names>J.</given-names></name> <name><surname>My&#x015B;liwiec</surname> <given-names>H.</given-names></name> <name><surname>Flisia</surname> <given-names>I.</given-names></name></person-group> (<year>2017</year>). <article-title>Serum fatty acid-binding protein 4 is increased in patients with psoriasis.</article-title> <source><italic>Lipids</italic></source> <volume>52</volume> <fpage>51</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1007/s11745-016-4211-4</pub-id> <pub-id pub-id-type="pmid">27864793</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Belschner</surname> <given-names>H. G.</given-names></name></person-group> (<year>1937</year>). <article-title>Studies of the sheep blowfly problem. II. Observations on fleece rot and body strike in sheep, particularly in regards to their incidence, type of sheep susceptible, and economic importance.</article-title> <source><italic>Sci. Bull.</italic></source> <volume>54</volume> <fpage>61</fpage>&#x2013;<lpage>95</lpage>.</citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bowles</surname> <given-names>V. M.</given-names></name> <name><surname>Meeusen</surname> <given-names>E. N. T.</given-names></name> <name><surname>Chandler</surname> <given-names>K.</given-names></name> <name><surname>Verhagen</surname> <given-names>A.</given-names></name> <name><surname>Nash</surname> <given-names>A. D.</given-names></name> <name><surname>Brandon</surname> <given-names>M. R.</given-names></name></person-group> (<year>1994</year>). <article-title>The immune response of sheep infected with larvae of the sheep blowfly Lucilia cuprina monitored via efferent lymph.</article-title> <source><italic>Vet. Immunol. Immunopathol.</italic></source> <volume>40</volume> <fpage>341</fpage>&#x2013;<lpage>352</lpage>. <pub-id pub-id-type="doi">10.1016/0165-2427(94)90044-2</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dash</surname> <given-names>H. R.</given-names></name> <name><surname>Shrivastava</surname> <given-names>P.</given-names></name> <name><surname>Das</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <source><italic>Reliable Use of Whatman<sup>TM</sup> FTA<sup>TM</sup> Cards for One-Step Collection and Isolation of DNA. In: Principles and Practices of DNA Analysis: A Laboratory Manual for Forensic DNA Typing.</italic></source> <publisher-loc>New York</publisher-loc>: <publisher-name>Springer</publisher-name>.</citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duan</surname> <given-names>J.</given-names></name> <name><surname>Wainwright</surname> <given-names>M. S.</given-names></name> <name><surname>Comeron</surname> <given-names>J. M.</given-names></name> <name><surname>Saitou</surname> <given-names>N.</given-names></name> <name><surname>Sanders</surname> <given-names>A. R.</given-names></name> <name><surname>Gelernter</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2003</year>). <article-title>Synonymous mutations in the human dopamine receptor D2 (DRD2) affect mRNA stability and synthesis of the receptor.</article-title> <source><italic>Hum. Mol. Genet.</italic></source> <volume>12</volume> <fpage>205</fpage>&#x2013;<lpage>216</lpage>. <pub-id pub-id-type="doi">10.1093/hmg/ddg055</pub-id> <pub-id pub-id-type="pmid">12554675</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Furuhashi</surname> <given-names>M.</given-names></name> <name><surname>Hotamisligil</surname> <given-names>G. S.</given-names></name></person-group> (<year>2008</year>). <article-title>Fatty-acid-binding proteins: role in metabolic disease and potential as drug targets.</article-title> <source><italic>Nat. Rev. Drug Discov.</italic></source> <volume>7</volume> <fpage>489</fpage>&#x2013;<lpage>503</lpage>. <pub-id pub-id-type="doi">10.1038/nrd2589</pub-id> <pub-id pub-id-type="pmid">18511927</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hayman</surname> <given-names>R.</given-names></name></person-group> (<year>1953</year>). <article-title>Studies in fleecerot of sheep.</article-title> <source><italic>Crop Pasture Sci.</italic></source> <volume>4</volume> <fpage>430</fpage>&#x2013;<lpage>463</lpage>. <pub-id pub-id-type="doi">10.1071/AR9530430</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>James</surname> <given-names>P. I.</given-names></name> <name><surname>Warren</surname> <given-names>G. H.</given-names></name> <name><surname>Neville</surname> <given-names>A.</given-names></name></person-group> (<year>1984</year>). <article-title>The effect of some fleece characters on the skin wax layer and fleecerot development in Merino sheep following wetting.</article-title> <source><italic>Aust. J. Agric. Res.</italic></source> <volume>35</volume> <fpage>413</fpage>&#x2013;<lpage>422</lpage>. <pub-id pub-id-type="doi">10.1071/ar9840413</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>James</surname> <given-names>P. J.</given-names></name> <name><surname>Ponzoni</surname> <given-names>R. W.</given-names></name></person-group> (<year>1992</year>). <article-title>Fibre diameter variability in South Australian Merinos- phenotypic and genetic relationships with wool quality parameters and fleece rot resistance.</article-title> <source><italic>Wool Technol. Sheep Breed.</italic></source> <volume>40</volume> <fpage>25</fpage>&#x2013;<lpage>26</lpage>.</citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lambers</surname> <given-names>H.</given-names></name> <name><surname>Piessen</surname> <given-names>S.</given-names></name> <name><surname>Bloem</surname> <given-names>A.</given-names></name> <name><surname>Pronk</surname> <given-names>H.</given-names></name> <name><surname>Finkel</surname> <given-names>P.</given-names></name></person-group> (<year>2006</year>). <article-title>Natural skin surface pH is on average below 5, which is beneficial for its resident flora.</article-title> <source><italic>Int. J. Cosmet. Sci.</italic></source> <volume>28</volume> <fpage>359</fpage>&#x2013;<lpage>370</lpage>. <pub-id pub-id-type="doi">10.1111/j.1467-2494.2006.00344.x</pub-id> <pub-id pub-id-type="pmid">18489300</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Le Hir</surname> <given-names>H.</given-names></name> <name><surname>Nott</surname> <given-names>A.</given-names></name> <name><surname>Moore</surname> <given-names>M. J.</given-names></name></person-group> (<year>2003</year>). <article-title>How introns influence and enhance eukaryotic gene expression.</article-title> <source><italic>Trends Biochem. Sci.</italic></source> <volume>28</volume> <fpage>215</fpage>&#x2013;<lpage>220</lpage>. <pub-id pub-id-type="doi">10.1016/s0968-0004(03)00052-5</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>M. H.</given-names></name> <name><surname>Khnykin</surname> <given-names>D.</given-names></name></person-group> (<year>2014</year>). <article-title>Fatty-acid transporters in skin development, function and disease.</article-title> <source><italic>Biochim. Biophys. Acta</italic></source> <volume>1841</volume> <fpage>362</fpage>&#x2013;<lpage>368</lpage>. <pub-id pub-id-type="doi">10.1016/j.bbalip.2013.09.016</pub-id> <pub-id pub-id-type="pmid">24120574</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Makowski</surname> <given-names>L.</given-names></name> <name><surname>Brittingham</surname> <given-names>K. C.</given-names></name> <name><surname>Reynolds</surname> <given-names>J. M.</given-names></name> <name><surname>Suttles</surname> <given-names>J.</given-names></name> <name><surname>Hotamisligil</surname> <given-names>G. S.</given-names></name></person-group> (<year>2005</year>). <article-title>The fatty acid-binding protein, aP2, coordinates macrophages cholesterol trafficking and inflammatory activity.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>280</volume> <fpage>12888</fpage>&#x2013;<lpage>12895</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.m413788200</pub-id> <pub-id pub-id-type="pmid">15684432</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Michalik</surname> <given-names>L.</given-names></name> <name><surname>Wahli</surname> <given-names>W.</given-names></name></person-group> (<year>2007</year>). <article-title>Peroxisome proliferator-activated receptors (PPARs) in skin health, repair and disease.</article-title> <source><italic>Biochim. Biophys. Acta</italic></source> <volume>1771</volume> <fpage>991</fpage>&#x2013;<lpage>998</lpage>.</citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Norris</surname> <given-names>B. J.</given-names></name> <name><surname>Colditz</surname> <given-names>I. G.</given-names></name> <name><surname>Dixon</surname> <given-names>T. J.</given-names></name></person-group> (<year>2008</year>). <article-title>Fleecerot and dermatophilosis in sheep.</article-title> <source><italic>Vet. Microbiol.</italic></source> <volume>128</volume> <fpage>217</fpage>&#x2013;<lpage>230</lpage>. <pub-id pub-id-type="doi">10.1016/j.vetmic.2007.10.024</pub-id> <pub-id pub-id-type="pmid">18055136</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pethick</surname> <given-names>D. W.</given-names></name> <name><surname>Ball</surname> <given-names>A. J.</given-names></name> <name><surname>Banks</surname> <given-names>R. G.</given-names></name> <name><surname>Hocquette</surname> <given-names>J. F.</given-names></name></person-group> (<year>2011</year>). <article-title>Current and future issues facing red meat quality in a competitive market and how to manage continuous improvement.</article-title> <source><italic>Anim. Prod. Sci.</italic></source> <volume>51</volume> <fpage>13</fpage>&#x2013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1071/an10041</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Raadsma</surname> <given-names>H. W.</given-names></name></person-group> (<year>1987</year>). <article-title>Flystrike control: an overview of management and breeding options.</article-title> <source><italic>Wool Technol. Sheep Breed.</italic></source> <volume>35</volume> <fpage>174</fpage>&#x2013;<lpage>185</lpage>.</citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Raadsma</surname> <given-names>H. W.</given-names></name></person-group> (<year>1991</year>). <article-title>Fleece rot and body strike in Merino sheep. V. Heritability of liability to body strike in weaner sheep under flywave conditions.</article-title> <source><italic>Crop Pasture Sci.</italic></source> <volume>42</volume> <fpage>279</fpage>&#x2013;<lpage>293</lpage>. <pub-id pub-id-type="doi">10.1071/ar9910279</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Raadsma</surname> <given-names>H. W.</given-names></name></person-group> (<year>1993</year>). <article-title>Fleece rot and body strike in Merino sheep. VI. Experimental evaluation of some physical fleece and body characteristics as indirect selection criteria for fleece rot.</article-title> <source><italic>Crop Pasture Sci.</italic></source> <volume>44</volume> <fpage>915</fpage>&#x2013;<lpage>931</lpage>. <pub-id pub-id-type="doi">10.1071/ar9930915</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smith</surname> <given-names>W. J. M.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Ingham</surname> <given-names>A.</given-names></name> <name><surname>Collis</surname> <given-names>E.</given-names></name> <name><surname>McWilliam</surname> <given-names>S. M.</given-names></name> <name><surname>Dixon</surname> <given-names>T. J.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>A genomics-informed, SNP associated study reveals FBLN1 and FABP4 as contributing to resistance to fleecerot in Australian Merino sheep.</article-title> <source><italic>BMC Vet. Res.</italic></source> <volume>6</volume>:<issue>27</issue>. <pub-id pub-id-type="doi">10.1186/1746-6148-6-27</pub-id> <pub-id pub-id-type="pmid">20500888</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Supek</surname> <given-names>F.</given-names></name> <name><surname>Mi&#x00F1;ana</surname> <given-names>B.</given-names></name> <name><surname>Valc&#x00E1;rcel</surname> <given-names>J.</given-names></name> <name><surname>Galbald&#x00F3;n</surname> <given-names>T.</given-names></name> <name><surname>Lehner</surname> <given-names>B.</given-names></name></person-group> (<year>2014</year>). <article-title>Synonymous mutations frequently act as driver mutations in human cancers.</article-title> <source><italic>Cell</italic></source> <volume>156</volume> <fpage>1324</fpage>&#x2013;<lpage>1335</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2014.01.051</pub-id> <pub-id pub-id-type="pmid">24630730</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Suzuki</surname> <given-names>A.</given-names></name> <name><surname>Itamia</surname> <given-names>S.</given-names></name> <name><surname>Ohishi</surname> <given-names>M.</given-names></name> <name><surname>Hamada</surname> <given-names>K.</given-names></name> <name><surname>Inoue</surname> <given-names>T.</given-names></name> <name><surname>Komazawa</surname> <given-names>N.</given-names></name><etal/></person-group> (<year>2003</year>). <article-title>Keratinocyte-specific Pten deficiency results in epidermal hyperplasia, accelerated hair follicle morphogenesis and tumor formation.</article-title> <source><italic>Cancer Res.</italic></source> <volume>63</volume> <fpage>674</fpage>&#x2013;<lpage>681</lpage>.</citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tsuda</surname> <given-names>M.</given-names></name> <name><surname>Inoue-Nartia</surname> <given-names>T.</given-names></name> <name><surname>Suzuki</surname> <given-names>A.</given-names></name> <name><surname>Itami</surname> <given-names>S.</given-names></name> <name><surname>Blumenberg</surname> <given-names>M.</given-names></name> <name><surname>Manabe</surname> <given-names>M.</given-names></name></person-group> (<year>2009</year>). <article-title>Induction of gene encoding FABP4 in Pten-null keratinocytes.</article-title> <source><italic>FEBS Lett.</italic></source> <volume>583</volume> <fpage>1319</fpage>&#x2013;<lpage>1322</lpage>. <pub-id pub-id-type="doi">10.1016/j.febslet.2009.03.030</pub-id> <pub-id pub-id-type="pmid">19303874</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Volk</surname> <given-names>M. G.</given-names></name></person-group> (<year>2007</year>). <article-title>An examination of the evidence supporting the association of dietary cholesterol and saturated fats with serum cholesterol and development of coronary heart disease.</article-title> <source><italic>Altern. Med. Rev.</italic></source> <volume>12</volume> <fpage>228</fpage>&#x2013;<lpage>245</lpage>.</citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Watanabe</surname> <given-names>R.</given-names></name> <name><surname>Fujiib</surname> <given-names>H.</given-names></name> <name><surname>Yamamotoa</surname> <given-names>A.</given-names></name> <name><surname>Hashimotoa</surname> <given-names>T.</given-names></name> <name><surname>Kamedac</surname> <given-names>K.</given-names></name> <name><surname>Itoa</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>1997</year>). <article-title>Immunohistochemical distribution of cutaneous fatty-acid-binding protein in human skin.</article-title> <source><italic>J. Dermatol. Sci.</italic></source> <volume>16</volume> <fpage>17</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1016/s0923-1811(97)00615-4</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname> <given-names>W.</given-names></name> <name><surname>Zhou</surname> <given-names>H.</given-names></name> <name><surname>Hu</surname> <given-names>J.</given-names></name> <name><surname>Luo</surname> <given-names>Y.</given-names></name> <name><surname>Hickford</surname> <given-names>J. G. H.</given-names></name></person-group> (<year>2018</year>). <article-title>Variation in the FABP4 gene affects carcass and growth traits in sheep.</article-title> <source><italic>Meat Sci.</italic></source> <volume>145</volume> <fpage>334</fpage>&#x2013;<lpage>339</lpage>. <pub-id pub-id-type="doi">10.1016/j.meatsci.2018.07.007</pub-id> <pub-id pub-id-type="pmid">30015163</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname> <given-names>W.</given-names></name> <name><surname>Zhou</surname> <given-names>H.</given-names></name> <name><surname>Luo</surname> <given-names>Y.</given-names></name> <name><surname>Hu</surname> <given-names>J.</given-names></name> <name><surname>Hickford</surname> <given-names>J. G. H.</given-names></name></person-group> (<year>2012</year>). <article-title>Allelic variation in ovine fatty-acid binding protein (FABP4) gene.</article-title> <source><italic>Mol. Biol. Rep.</italic></source> <volume>39</volume> <fpage>10621</fpage>&#x2013;<lpage>10625</lpage>. <pub-id pub-id-type="doi">10.1007/s11033-012-1951-y</pub-id> <pub-id pub-id-type="pmid">23086266</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>H.</given-names></name> <name><surname>Hickford</surname> <given-names>J. G.</given-names></name> <name><surname>Fang</surname> <given-names>Q.</given-names></name></person-group> (<year>2006</year>). <article-title>A two-step procedure for extracting genomic DNA from dried blood spots on filter paper for polymerase chain reaction amplification.</article-title> <source><italic>Anal. Biochem.</italic></source> <volume>354</volume> <fpage>159</fpage>&#x2013;<lpage>161</lpage>. <pub-id pub-id-type="doi">10.1016/j.ab.2006.03.042</pub-id> <pub-id pub-id-type="pmid">16643836</pub-id></citation></ref>
</ref-list>
</back>
</article>