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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Pastor. Res. Policy Pract.</journal-id>
<journal-title>Pastoralism: Research, Policy and Practice</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Pastor. Res. Policy Pract.</abbrev-journal-title>
<issn pub-type="epub">2041-7136</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">13471</article-id>
<article-id pub-id-type="doi">10.3389/past.2024.13471</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Science archive</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Seroprevalence of camelpox and its associated risk factors in selected districts of Jarar zone, Somali Region, Ethiopia</article-title>
<alt-title alt-title-type="left-running-head">Arog et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/past.2024.13471">10.3389/past.2024.13471</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Arog</surname>
<given-names>Hassan Abdi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ahad</surname>
<given-names>Abdullahi Adan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gebremeskel</surname>
<given-names>Haben Fesseha</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kebede</surname>
<given-names>Isayas Asefa</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1745275/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Veterinary Medicine</institution>, <institution>Jigjiga University</institution>, <addr-line>Jigjiga</addr-line>, <country>Ethiopia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Veterinary Medicine</institution>, <institution>Wolaita Sodo University</institution>, <addr-line>Wolaita Sodo</addr-line>, <country>Ethiopia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Veterinary Medicine</institution>, <institution>Ambo University</institution>, <addr-line>Guder</addr-line>, <country>Ethiopia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/321066/overview">Derradji Harek</ext-link>, Algerian National Institute for Agronomic Research INRAA, Algeria</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Isayas Asefa Kebede, <email>isayasasefa@ambou.edu.et</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>09</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>14</volume>
<elocation-id>13471</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>09</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Arog, Ahad, Gebremeskel and Kebede.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Arog, Ahad, Gebremeskel and Kebede</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>
<sec>
<title>Background</title>
<p>Camelpox is a common viral disease of camelids caused by camelpox virus, which is endemic in most camelid-breeding countries including Ethiopia, and causes major economic losses. This study aimed to quantify the seroprevalence of camelpox and identify associated risk factors to put into practice efficient control strategies for the disease in the study area.</p>
</sec>
<sec>
<title>Methods</title>
<p>A cross-sectional study was carried out between January and July of 2023. Blood samples were collected from 374 camels of 75 households residing in two districts in six peasant associations. A sandwich enzyme-linked immunosorbent assay was employed to detect camelpox-specific antibodies from sera samples. To identify potential risk factors, camel owners were asked in face-to-face interviews.</p>
</sec>
<sec>
<title>Results</title>
<p>The overall seroprevalence of camelpox in the study areas was 16.0% (95% confidence interval: 12.0%&#x2013;20.0%). A multivariable logistic regression analysis revealed risk factors season, age, and sex had an association with seroprevalence of camelpox (<italic>p</italic> &#x3c; 0.05). Sex was strongly associated with camelpox seropositivity, with female camels having a 3.2-fold higher risk of infection than male camels. Likewise, age-related vulnerability to infection was observed in young dromedaries, as they were 2.3 times more likely to become infected than adults.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>This study revealed moderate seroprevalence of camelpox in the study area. Thus, effective preventative strategies, such as vaccination programs to stop the spread of camelpox and reduce the financial losses caused by the disease, should be encouraged.</p>
</sec>
</abstract>
<kwd-group>
<kwd>camelpox</kwd>
<kwd>Ethiopia</kwd>
<kwd>risk factors</kwd>
<kwd>seroprevalence</kwd>
<kwd>Somali region</kwd>
<kwd>Ethiopia</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The one-humped camel (<italic>Camelus dromedarius</italic>) is thought to number 35 million in the world. Camels are major sources of milk and meat in many parts of the world including parts of Asia and Africa. Of the total population of Old-World camels, the one-humped camel makes up about 95% (<xref ref-type="bibr" rid="B25">Sazmand et al., 2019</xref>). More than 80% of camels worldwide are found in Africa, with 60% of these species found in the Horn of Africa, which includes Somalia, Sudan, Ethiopia, Kenya, Djibouti, and Eritrea. These countries have a greater percentage of one-humped camels than any other region in the world (<xref ref-type="bibr" rid="B24">Othieno et al., 2022</xref>). Ethiopia ranks sixth in Africa for number of camels, with an estimated population of more than 1.42 million (<xref ref-type="bibr" rid="B13">Kena, 2022</xref>). Camels are mainly found in the arid and semi-arid lowlands of the Somali, Afar, and Southern Oromia regional states, where nomadic herders make up the majority of the population (<xref ref-type="bibr" rid="B13">Kena, 2022</xref>; <xref ref-type="bibr" rid="B14">Keskes et al., 2013</xref>). Camels are highly valued in the Somali region and play crucial role in milk and meat production, transportation, and trade (<xref ref-type="bibr" rid="B24">Othieno et al., 2022</xref>; <xref ref-type="bibr" rid="B13">Kena, 2022</xref>). In the region&#x2019;s dry and semi-arid rangelands, where true pastoralism is the predominant way of life, these animals are raised for their adaptation to the tough environment. However, infectious camel diseases, such as camelpox, are one of the biggest problems for the pastoralist communities in the Somali and Afar regions (<xref ref-type="bibr" rid="B13">Kena, 2022</xref>; <xref ref-type="bibr" rid="B6">Balamurugan et al., 2013</xref>).</p>
<p>Camelpox is a highly contagious disease found in Old-World camelids (<xref ref-type="bibr" rid="B7">Dahiya et al., 2016</xref>), with rare reports of human infection (<xref ref-type="bibr" rid="B15">Khalafalla and Abdelazim, 2017</xref>). It is caused by the camelpox virus (CMLV), which is a member of the <italic>Poxviridae</italic> family and the <italic>Orthopoxvirus</italic> genus. The disease is widespread in almost every country where camels are raised (<xref ref-type="bibr" rid="B7">Dahiya et al., 2016</xref>).</p>
<p>Camelpox is transmitted through either direct contact with infected animal, or indirect contact with a contaminated environment. Direct transmission occurs between infected and vulnerable animals by contact with skin lesions. Mechanical transfer is also possible by potential vectors such as biting flies and mosquitoes (<xref ref-type="bibr" rid="B28">Wernery and Kaaden, 2002</xref>). Afflicted camels may transmit the virus through scab materials and secretions (milk, saliva, ocular, and nasal discharges) shed to the environment including water, which can then infect susceptible animals (<xref ref-type="bibr" rid="B28">Wernery and Kaaden, 2002</xref>; <xref ref-type="bibr" rid="B17">Khalafalla and Ali, 2007</xref>). The virus can live for up to 4&#xa0;months in dried scabs. Camelpox is a highly infectious and exceedingly transmissible skin disease in camels that can cause moderate skin lesions or severe systemic illnesses depending on the virus strain and the animal&#x2019;s immune condition (<xref ref-type="bibr" rid="B7">Dahiya et al., 2016</xref>; <xref ref-type="bibr" rid="B28">Wernery and Kaaden, 2002</xref>). Camelpox signs range from acute to mild illness and may include fever, lymph node enlargement, face edema, lachrymation, pendulous lips, and pox lesions. Papules and vesicles first occur on the lips and nose, then spread to the entire head, neck, hindquarters, abdomen, legs, and groin (<xref ref-type="bibr" rid="B16">Khalafalla et al., 2015</xref>). The prevalence of camelpox is socioeconomically relevant since it results in large losses in terms of morbidity and mortality, abortion, weight loss, and milk output reductions. Camelpox epidemics generate substantial economic damage and necessitate quarantine and containment efforts to prevent the disease from spreading (<xref ref-type="bibr" rid="B3">Aregawi et al., 2018</xref>; <xref ref-type="bibr" rid="B26">Tefera and Gebreah, 2001</xref>).</p>
<p>To estimate the disease burden and develop effective control measures, prevalence studies and assessing risk factors are important. Some studies have been conducted to determine how common camelpox is in Ethiopia (<xref ref-type="bibr" rid="B3">Aregawi et al., 2018</xref>; <xref ref-type="bibr" rid="B21">Megersa, 2010</xref>; <xref ref-type="bibr" rid="B5">Ayelet et al., 2013</xref>). These studies used a range of approaches, such as molecular methods, clinical observations, and serological testing. For example, using clinical examination, Megersa (<xref ref-type="bibr" rid="B21">Megersa, 2010</xref>) stated that in Borana zone (the southernmost zone of Oromia region), the prevalence of camelpox was 0% during the dry season, 0.3% during the major wet season, and 14.2% during the minor wet season. Similarly, Aregawi (<xref ref-type="bibr" rid="B3">Aregawi et al., 2018</xref>) also reported seroprevalence of camelpox at 21.6% and 16.7% in Amibara and Awash Fentale of Afar region, North Eastern Ethiopia, respectively. Moreover, Ayelet et al. (<xref ref-type="bibr" rid="B5">Ayelet et al., 2013</xref>) reported the first camelpox virus isolation and molecular detection in Ethiopia.</p>
<p>However, there is a dearth of information on camelpox in the Jarar zone of the Somali region in eastern Ethiopia, even if camelpox is acknowledged as an economically significant viral disease affecting camels in Ethiopia. Thus, this study aims to estimate the seroprevalence of camelpox infection and identify associated risk factors in the study area.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Description of the study areas</title>
<p>The study was carried out in Jarar zone, Somali Region, Ethiopia (<xref ref-type="fig" rid="F1">Figure 1</xref>). Jarar zone is well-known for its sizable camel population and its hot, dry, semi-arid climate with frequent high temperatures and little precipitation. The Jarar zone people&#x2019;s way of life and culture are fundamentally based on camel rearing (<xref ref-type="bibr" rid="B9">Hassen G. et al., 2022</xref>). For this study, Jarar zone and two districts in the zone, namely, Degahabur and Gunagado districts were chosen purposively based on their infrastructure, and camel population.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Map of the study areas (ArcGIS, 2024).</p>
</caption>
<graphic xlink:href="past-14-13471-g001.tif"/>
</fig>
<p>Degahabur district is located in Somali regional state in Eastern part of Ethiopia about 630&#xa0;km from Addis Ababa, Ethiopia&#x2019;s capital. The district has an elevation of 1,044&#xa0;m above sea level. It is known for its large camel population and receives high temperatures and little rainfall, resulting in a dry and semi-arid environment. Camels are important to the local people&#x2019;s livelihoods and culture, with an estimated population of approximately 116,790 (<xref ref-type="bibr" rid="B9">Hassen G. et al., 2022</xref>).</p>
<p>Similarly, Gunagado district is located in the southern section of Jigjiga city and encompasses a large territory, rising 1,640&#xa0;m above sea level. It has two distinct rainy seasons: Gu&#x2019; (spring) and Deyr (fall). The spring rainy season runs from March to May, while the fall rainy season lasts from September to November. Gunagado district has an average annual temperature of 29&#xb0;C and a rainfall range of 400&#x2013;600&#xa0;mm. The major style of production in this area is an extensive system in which more than 90% of the population moves from one location to another in search of pasture and water. The estimated number of camels is 137,521 (<xref ref-type="bibr" rid="B10">Hassen M. et al., 2022</xref>).</p>
</sec>
<sec id="s2-2">
<title>Study animal</title>
<p>The study animals were all dromedary camels of both sexes found in Degahabur and Gunagado districts of Jarar zone, Somali region. Ages were categorized as young (6&#xa0;months&#x2013;4&#xa0;years old) and adults (&#x3e;4&#xa0;years old), and sex was divided into female and male categories. Seasons were divided into dry and wet seasons (<xref ref-type="bibr" rid="B21">Megersa, 2010</xref>).</p>
</sec>
<sec id="s2-3">
<title>Inclusion and exclusion criteria</title>
<p>To reduce the impact of herd migratory bias, animals included in the study were chosen for sampling only from specified districts in Jarar Zone, Somali Region. The study comprised unvaccinated male and female camels over the age of 6&#xa0;months (<xref ref-type="bibr" rid="B3">Aregawi et al., 2018</xref>). The information on prior vaccination was gathered from the animal health sector of the Pastoral Agriculture and Rural Development Office of the districts, as well as camel owners, and the camel population in the study area was confirmed as having never been vaccinated against any diseases including camelpox.</p>
</sec>
<sec id="s2-4">
<title>Study design and methods</title>
<p>A cross-sectional study was carried out from January to July 2023. The objectives of the study were to estimate camelpox seroprevalence and its potential risk factors. The formula provided by Thrusfield (<xref ref-type="bibr" rid="B27">Thrusfield, 2018</xref>) was used to calculate the sample size for seroprevalence, by considering a 95% confidence level, a predicted prevalence of 14.2% (<xref ref-type="bibr" rid="B21">Megersa, 2010</xref>), and a 5% absolute precision.</p>
<p>Accordingly, the minimum sample size required was 187. To enhance the study&#x2019;s precision and representativeness, samples was doubled. Thus, a total of 374 camels were sampled.</p>
<p>Jarar zone was selected purposively from Somali region. Similarly, the two districts, Degahabur and Gunagado, were chosen based on camel population density, geographic location, and accessibility. The six peasant associations (PAs), seventy-five households, and 374 study camels were chosen using systematic random sampling.</p>
<p>Bulale, Dogorjir and Dabile were the Pas chosen in Degahabur, and Balisaredo, Bulhan, and Kararo in Gunagado. Face-to-face interview was used to collect information about possible risk factors, namely, age, study location, and herd size. In this study, &#x201c;herd of camel&#x201d; means those groups of camels that share common grazing and watering points and were classified into large (&#x3e;40 heads), medium (15&#x2013;40 heads), and small (&#x3c;15 heads). &#x201c;PA&#x201d; is the lowest administrative unit in Ethiopia.</p>
</sec>
<sec id="s2-5">
<title>Sample collection, and laboratory analysis</title>
<p>About 10&#xa0;mL of blood was collected from camels&#x2019; jugular veins using sterile, plain vacutainer tubes. The blood was allowed to clot before being centrifuged at 3,000&#xa0;rpm for 15&#xa0;min to separate the serum. The recovered sera samples were transferred into sterile cryogenic tubes. The specimens were transported in an icebox with ice packs to Jigjiga Regional Laboratory and Diagnostic Center (JRLDC) and stored at &#x2212;20&#xb0;C until processed for the detection of camelpox antibodies.</p>
<p>A sandwich ELISA assay (Fisher Scientific, US) was used to analyze the sera samples for the detection of camelpox virus-specific antibodies following procedures recommended by the Office International des Epizooties (OIE) (<xref ref-type="bibr" rid="B23">OIE, 2014</xref>).</p>
<p>This sandwich ELISA test is a widely used immunoassay technique. In this assay, an antibody specific to camelpox virus is pre-coated onto a 96-well plate. Controls, test samples, and horseradish peroxidase (HRP)-conjugated reagents were added to the wells and incubated. After incubation, unbound conjugates were removed by washing the plate with a wash buffer. To quantify the HRP enzymatic reaction, a TMB substrate was added to each well. Only wells that contain sufficient camelpox virus antibodies will produce a blue-colored product, which later changes to yellow upon the addition of the acidic stop solution. The intensity of the yellow color was directly proportional to the amount of camelpox antibodies bound on the well. The optical density (OD) of the yellow color was measured spectrophotometrically at 450&#xa0;nm using a microplate reader. By comparing the OD values of the test samples to the controls, the presence of camelpox virus antibodies was determined. The entire test procedure was conducted at Jigjiga Regional Laboratory and Diagnostic Center (JRLDC). The details of the test principle, materials and reagents used, the test procedure, and interpretation of the results were described (<xref ref-type="bibr" rid="B23">OIE, 2014</xref>; <xref ref-type="bibr" rid="B1">Aboul Soud et al., 2005</xref>).</p>
</sec>
<sec id="s2-6">
<title>Data management and analysis</title>
<p>Epi data entry version 3.0 was used to record and save the field data. The statistical software STATA<sup>&#xae;</sup> version 14.0 was then used to import the data and compute odds ratios and seroprevalence. The relationship between possible risk factors and the seroprevalence of camelpox was assessed using logistic regression analysis. The prevalence was used as an outcome variable in the logistic regression analysis against the hypothesized explanatory variables (districts, sex, age, herd size, and season). The final multiple logistic regression models were created manually, using a forward inclusion criterion. A confounder was defined as a variable that impacted the coefficient of the significant variables by more than 25%. Kruskal gamma statistics were used to analyze the predictors&#x2019; multicollinearity in the models. The final multivariate logistic regression models were used to compute the odds ratio (OR) and 95% confidence interval (CI) of the factors influencing the outcome variables. Significant differences were considered at a <italic>p</italic>-value &#x3c; 0.05. Hosmer and Lemeshow statistics, as well as the Receiver Operating Curve (ROC), were used to assess model fit and validity (<xref ref-type="bibr" rid="B8">Dohoo et al., 2003</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Seroprevalence of camelpox</title>
<p>Of 374 dromedary camels tested using a sandwich ELISA test, 60 camels were positive with an overall seroprevalence of camelpox at 16.0% (95% CI: 12.0%&#x2013;20.0%). The seroprevalence of camelpox across study districts, sex, season, age, and herd size is presented in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Seroprevalence of camelpox in the study areas.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="left">Categories</th>
<th align="left">Sera tested</th>
<th align="left">Sera positive</th>
<th align="left">Prevalence % (95% CI)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Districts</td>
<td align="left">Degahabur</td>
<td align="left">166</td>
<td align="left">20</td>
<td align="left">12 (7.0&#x2013;17.0)</td>
</tr>
<tr>
<td align="left">Gunagado</td>
<td align="left">208</td>
<td align="left">40</td>
<td align="left">19 (14.0&#x2013;25.0)</td>
</tr>
<tr>
<td rowspan="2" align="left">Sex</td>
<td align="left">Male</td>
<td align="left">155</td>
<td align="left">13</td>
<td align="left">8 (4.0&#x2013;13.0)</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="left">219</td>
<td align="left">47</td>
<td align="left">21 (16.0&#x2013;27.0)</td>
</tr>
<tr>
<td rowspan="2" align="left">Age</td>
<td align="left">Young</td>
<td align="left">193</td>
<td align="left">40</td>
<td align="left">21 (15.0&#x2013;26.0)</td>
</tr>
<tr>
<td align="left">Adult</td>
<td align="left">181</td>
<td align="left">20</td>
<td align="left">11 (7.0&#x2013;16.0)</td>
</tr>
<tr>
<td rowspan="2" align="left">Season</td>
<td align="left">Dry</td>
<td align="left">158</td>
<td align="left">2</td>
<td align="left">1 (0.0&#x2013;3.0)</td>
</tr>
<tr>
<td align="left">Wet</td>
<td align="left">216</td>
<td align="left">58</td>
<td align="left">27 (21.0&#x2013;33.0)</td>
</tr>
<tr>
<td rowspan="3" align="left">Herd size</td>
<td align="left">Medium</td>
<td align="left">104</td>
<td align="left">10</td>
<td align="left">10 (5.2&#x2013;15.0)</td>
</tr>
<tr>
<td align="left">Small</td>
<td align="left">100</td>
<td align="left">16</td>
<td align="left">16 (9.9&#x2013;24.6)</td>
</tr>
<tr>
<td align="left">Large</td>
<td align="left">170</td>
<td align="left">34</td>
<td align="left">20 (14.0&#x2013;26.0)</td>
</tr>
<tr>
<td colspan="2" align="left">Total</td>
<td align="left">374</td>
<td align="left">60</td>
<td align="left">16 (12.0&#x2013;20.0)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Risk factors for camelpox</title>
<p>The potential risk factors considered for the seropositive of camelpox include age, sex, season, herd size, and study districts (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Univariable logistic regression analysis of risk factors for camelpox.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="left">Categories</th>
<th align="left">Prevalence %</th>
<th align="left">COR</th>
<th align="left">95CI for COR</th>
<th align="left">
<italic>P</italic>-value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Districts</td>
<td align="left">Degahabur</td>
<td align="left">12</td>
<td align="left">Ref.</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Gunagado</td>
<td align="left">19</td>
<td align="left">1.73</td>
<td align="left">0.97&#x2013;3.10</td>
<td align="left">0.06</td>
</tr>
<tr>
<td rowspan="2" align="left">Sex</td>
<td align="left">Male</td>
<td align="left">8</td>
<td align="left">Ref.</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="left">21</td>
<td align="left">2.98</td>
<td align="left">1.55&#x2013;5.73</td>
<td align="left">0.001&#x2a;</td>
</tr>
<tr>
<td rowspan="2" align="left">Age</td>
<td align="left">Adult</td>
<td align="left">11</td>
<td align="left">Ref.</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Young</td>
<td align="left">21</td>
<td align="left">2.10</td>
<td align="left">1.17&#x2013;3.76</td>
<td align="left">0.01&#x2a;</td>
</tr>
<tr>
<td rowspan="2" align="left">Season</td>
<td align="left">Wet</td>
<td align="left">27</td>
<td align="left">28.63</td>
<td align="left">6.87&#x2013;119.27</td>
<td align="left">0.0001&#x2a;</td>
</tr>
<tr>
<td align="left">Dry</td>
<td align="left">1</td>
<td align="left">Ref.</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td rowspan="3" align="left">Herd size</td>
<td align="left">Medium</td>
<td align="left">10</td>
<td align="left">Ref.</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Small</td>
<td align="left">16</td>
<td align="left">1.79</td>
<td align="left">0.77&#x2013;4.16</td>
<td align="left">0.176</td>
</tr>
<tr>
<td align="left">Large</td>
<td align="left">20</td>
<td align="left">2.35</td>
<td align="left">1.11&#x2013;4.99</td>
<td align="left">0.026</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a;Statistically significant, Ref., reference category; COR, crude odd ratio; CI, confidence interval.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In multivariable logistic regression analysis only season, age, and sex were substantially associated to the occurrence of camelpox virus (<italic>p</italic> &#x3c; 0.05). Higher odds ratio (OR) of 2.7 (95% CI: 1.4&#x2013;5.0) indicated that young were more likely than adult camels to contract camelpox. In addition, the chance of camelpox occurring during the wet season was 33.4 times ((95% CI: 7.6&#x2013;146.7) higher than during the dry season (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Multivariable logistic regression analysis of risk factors related to camelpox.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="left">Categories</th>
<th align="left">COR</th>
<th align="left">95% CI for COR</th>
<th align="left">
<italic>P</italic>-value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Age</td>
<td align="left">Adult</td>
<td align="left">Ref.</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Young</td>
<td align="left">2.7</td>
<td align="left">1.4&#x2013;5.2</td>
<td align="left">0.002</td>
</tr>
<tr>
<td rowspan="2" align="left">Sex</td>
<td align="left">Male</td>
<td align="left">Ref.</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="left">2.3</td>
<td align="left">1.1&#x2013;4.9</td>
<td align="left">0.022</td>
</tr>
<tr>
<td rowspan="2" align="left">Season</td>
<td align="left">Dry</td>
<td align="left">Ref.</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Wet</td>
<td align="left">33.4</td>
<td align="left">7.6&#x2013;146.7</td>
<td align="left">0.000</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Ref., reference category; COR, crude odd ratio; CI, confidence interval; Hosmer-Lemeshow goodness-of-fit test: Pearson chi<sup>2</sup> &#x3d; 48.77; <italic>p</italic> &#x3d; 0.1611; AUC &#x3d; 81.96%.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>A seroepidemiological study of camelpox was carried out in selected areas of Jarar zone in Somali Region of Ethiopia using sandwich ELISA test. This study revealed that overall the seroprevalence of camelpox in the study area was 16%. The current finding is consistent with <xref ref-type="bibr" rid="B3">Aregawi et al. (2018)</xref>, who reported 19.3% seroprevalence of camelpox in the Afar region, Ethiopia.</p>
<p>However, <xref ref-type="bibr" rid="B5">Ayelet et al. (2013)</xref> and <xref ref-type="bibr" rid="B11">Housawi (2007)</xref> observed a lower prevalence of 4.50% in Afar and 9.14% in Saudi Arabia, respectively. On the other hand, larger prevalence values of neutralizing antibodies have been recorded from similarly unvaccinated camel populations following disease outbreaks in 72.5% of camels in Sudan (<xref ref-type="bibr" rid="B19">Khalafalla et al., 1998</xref>) and 100% of clinical cases and in-contact seemingly healthy camels in Egypt (<xref ref-type="bibr" rid="B20">Mahmoud et al., 2012</xref>). These disparities could be attributed to differences in agro-geographical location, sample size (<xref ref-type="bibr" rid="B5">Ayelet et al., 2013</xref>), and animal herding practices.</p>
<p>The findings indicated that camelpox occurrences and camelpox antibody seropositivity were significantly linked with age, sex, and season. Accordingly, seroprevalence in young was considerably (<italic>p</italic> &#x3c; 0.05) greater than in adult camels. The declining maternal antibodies make young camels more susceptible to camelpox infection than adults (<xref ref-type="bibr" rid="B20">Mahmoud et al., 2012</xref>; <xref ref-type="bibr" rid="B2">Allan et al., 2023</xref>). In general, young animals under the age of 4&#xa0;years in a herd suffer from a more severe and generalized form of the disease due to the loss of acquired maternal immunity after 5&#x2013;8&#xa0;months (<xref ref-type="bibr" rid="B20">Mahmoud et al., 2012</xref>; <xref ref-type="bibr" rid="B12">Joseph et al., 2021</xref>).</p>
<p>On the other hand, the present findings contrast with an earlier study carried out in the Afar region, in that adult age groups (&#x3e;4&#xa0;years) had a considerably greater seroprevalence of camelpox than did younger age groups (&#x3e;6&#xa0;months and &#x3c;4&#xa0;years) (<xref ref-type="bibr" rid="B22">Narnaware et al., 2021</xref>; <xref ref-type="bibr" rid="B29">Zhugunissov et al., 2021</xref>). This disparity might be attributed to the distribution of the two age groups proportions during sampling (<xref ref-type="bibr" rid="B20">Mahmoud et al., 2012</xref>).</p>
<p>According to the current study, camelpox antibodies were more common in females (21%). This difference was statistically significant (<italic>p</italic> &#x3c; 0.05). These might be attributed to hormonal underpinnings because increased prolactin and progesterone levels have been shown to impair immunological responses, which may impact the body&#x2019;s capacity to prevent camelpox infections and increase the susceptibility of females to infection (<xref ref-type="bibr" rid="B18">Khalafalla et al., 2021</xref>). Stress associated with pregnancy and nursing may also make female camels more vulnerable to the camelpox virus.</p>
<p>Likewise, this study indicated that there is a seasonal variation in the prevalence of camelpox, with the disease being more common in the wet season (<italic>p</italic> &#x3c; 0.05) at 27.0% as opposed to the dry season (1.0%). The report of a previous study by <xref ref-type="bibr" rid="B3">Aregawi et al. (2018)</xref> in Ethiopia&#x2019;s Afar pastoral region is similar to our observation. They found that camelpox is endemic to the area and that it frequently appears during the minor and major rainy seasons. Comparably, research has shown that camelpox outbreaks are more common during the rainy season, when the disease manifests in a more severe form. Wet seasons may offer more conducive environment for virus reproduction or enhance the survival of viral particles outside the host, which could result in increased seropositivity rates during such times. This difference would also be related to arthropods like biting flies and mosquitoes which are vectors of camelpox transmission. The density of these vectors varies with seasons. As a result, increasing vector activity during the rainy seasons may raise the virus&#x2019;s rate of transmission and raise the seropositivity of camelpox (<xref ref-type="bibr" rid="B29">Zhugunissov et al., 2021</xref>). The higher seropositivity of camelpox during the rainy season than the dry is supported by works of many researchers (<xref ref-type="bibr" rid="B28">Wernery and Kaaden, 2002</xref>; <xref ref-type="bibr" rid="B17">Khalafalla and Ali, 2007</xref>; <xref ref-type="bibr" rid="B21">Megersa, 2010</xref>).</p>
<p>Seropositivity was not significantly influenced by herd size and study districts. This is supported by <xref ref-type="bibr" rid="B3">Aregawi et al. (2018)</xref>. These findings can be related to the infectious nature of the camelpox virus, which transmits within the same herd or across herds when camels congregate for grazing and watering. Furthermore, the pastoral production system itself, which is characterized by camel herders&#x2019; migratory nature combined with the sharing of communal grazing and watering points, as well as the proximity of the two districts, contributes to the observed lack of statistically significant variations between districts. Herds cannot be considered separate units in a pastoral production system; instead, they are part of a wider animal production ecology (<xref ref-type="bibr" rid="B3">Aregawi et al., 2018</xref>).</p>
<p>The current researchers did not perform molecular characterizations and detect active clinical cases of the camelpox due to a lack of manpower and funds.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>The results of the current study revealed that the prevalence of camelpox in Jarar zone of Ethiopia&#x2019;s Somali Region was 16%. Sex, age, and season were the only predictor factors for the seroprevalence of the camelpox in the study area. This highlights necessity for efficient disease management and control strategies to mitigate the financial loss due to camelpox. Thus, the genetic diversity of the camelpox viruses circulating in the area needs to be investigated through further research.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics statement</title>
<p>The animal studies were approved by Jigjiga University, College of Veterinary Medicine- Research Review Committee (Protocol No. JJU/CVM/clis/022/14). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the owners for the participation of their animals in this study.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>Designed the work: HAA and HFG; Data collection: HAA and AAA; Data entry: HAA, AAA, and HFG; Writing&#x2013;original draft, analyzing and interpreting the data: HAA and HFG, Data curation, analyzing, interpretation, and reviewing: IAK. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The authors declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<p>The authors would like to acknowledge Jigjiga Regional Veterinary Laboratory and Diagnostic Center (JRVLDC) for their help with materials used for the study, sample preparation, and analysis. The authors also greatly acknowledge camel owners in the study area for their willingness and voluntariness. NB: This manuscript is solely deposited at bioRxiv (<xref ref-type="bibr" rid="B4">Arog et al., 2024</xref>); rather than this, it is an original that has not been considered elsewhere.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<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>
<sec id="s11">
<title>Abbreviations</title>
<p>CMLV, Camelpox virus; JRLDC, Jigjiga regional laboratory diagnostic center; OD, Optical density; ELISA, Sandwich Enzyme-Linked Immune-sorbent Assay.</p>
</sec>
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