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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Vet. Sci.</journal-id>
<journal-title>Frontiers in Veterinary Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Vet. Sci.</abbrev-journal-title>
<issn pub-type="epub">2297-1769</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fvets.2024.1380203</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Veterinary Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Epidemiology and phylogeny of <italic>Haemonchus contortus</italic> through internal transcribed spacer 2 gene in small ruminants</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ahmad</surname> <given-names>Nisar</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Khan</surname> <given-names>Saeed A.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Majid</surname> <given-names>Hafiz A.</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ali</surname> <given-names>Rehman</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Ullah</surname> <given-names>Riaz</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>6</sup></xref>
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<name><surname>Bari</surname> <given-names>Ahmed</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>7</sup></xref>
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<contrib contrib-type="author">
<name><surname>Akbar</surname> <given-names>Noor Ul</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<name><surname>Majid</surname> <given-names>Abdul</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Aquatic Eco-Health Group, Fujian Key Laboratory of Watershed Ecology, Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences</institution>, <addr-line>Xiamen</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Zoology, Kohat University of Science and Technology</institution>, <addr-line>Kohat</addr-line>, <country>Pakistan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Pharmacy, Kohat University of Science and Technology</institution>, <addr-line>Kohat</addr-line>, <country>Pakistan</country></aff>
<aff id="aff5"><sup>5</sup><institution>Livestock and Dairy Development (Research Wing)</institution>, <addr-line>Kohat</addr-line>, <country>Pakistan</country></aff>
<aff id="aff7"><sup>6</sup><institution>Department of Pharmacognosy, College of Pharmacy, King Saud University</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff8"><sup>7</sup><institution>Department of Pharmaceutical Chemistry, College of Pharmacy, King Saud University Riyadh</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0003">
<p>Edited by: Muhammad Kasib Khan, University of Agriculture, Faisalabad, Pakistan</p>
</fn>
<fn fn-type="edited-by" id="fn0004">
<p>Reviewed by: Sultan Ali, University of Agriculture, Faisalabad, Pakistan</p>
<p>Muhammad Tahir Aleem, Nanjing Agricultural University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Abdul Majid, <email>abdulmajid@kust.edu.pk</email></corresp>
<corresp id="c002">Nisar Ahmad, <email>nisarbhittani@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1380203</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Ahmad, Khan, Majid, Ali, Ullah, Bari, Akbar and Majid.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Ahmad, Khan, Majid, Ali, Ullah, Bari, Akbar and Majid</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>Introduction</title>
<p><italic>Haemonchus contortus</italic> (<italic>H. contortus</italic>) is a blood-feeding nematode causing infectious disease haemonchosis in small ruminants of tropical and subtropical regions around the world. This study aimed to explore the prevalence and phylogeny of <italic>H. contortus</italic> in small ruminants using the internal transcribed spacer-2 (ITS-2) gene. In addition, a comprehensive review of the available literature on the status of <italic>H. contortus</italic> in Pakistan was conducted.</p>
</sec>
<sec>
<title>Methods</title>
<p>Fecal samples were collected from sheep and goats (<italic>n</italic>&#x2009;=&#x2009;180). Microscopically positive samples were subjected to DNA extraction followed by PCR using species-specific primers.</p>
</sec>
<sec>
<title>Results</title>
<p>The overall prevalence of <italic>H. contortus</italic> was 25.55% in small ruminants. The prevalence of <italic>H. contortus</italic> was significantly associated with months and area. The highest occurrence of haemonchosis was documented in July (38.70%), whereas the lowest occurred in December (11.11%), with significant difference. The prevalence was highest in the Ghamkol camp (29.4%) and lowest in the arid zone of the Small Ruminant Research Institute (17.5%) (<italic>p</italic>&#x2009;=&#x2009;0.01). The results of the systematic review revealed the highest prevalence of haemonchosis (34.4%) in Khyber Pakhtunkhwa (<italic>p</italic>&#x2009;=&#x2009;0.001).</p>
</sec>
<sec>
<title>Discussion</title>
<p>Phylogenetic analysis revealed a close relationship between <italic>H. contortus</italic> and isolates from Asia (China, India, Iran, Bangladesh, Malaysia, and Mongolia) and European countries (Italy and the United Kingdom). It has been concluded that <italic>H. contortus</italic> is prevalent in small ruminants of Kohat district and all over Pakistan, which could be a potential threat to food-producing animals, farmers, dairy, and the meat industry. Phylogenetic analysis indicates that <italic>H. contortus</italic> isolates share close phylogenetic relationships with species from Asia and Europe.</p>
</sec>
</abstract>
<kwd-group>
<kwd><italic>Haemonchus contortus</italic></kwd>
<kwd>prevalence</kwd>
<kwd>small ruminants</kwd>
<kwd>ITS-2</kwd>
<kwd>PCR</kwd>
<kwd>phylogenetic analysis</kwd>
<kwd>epidemiology</kwd>
<kwd>phylogeny</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="76"/>
<page-count count="12"/>
<word-count count="8083"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Veterinary Epidemiology and Economics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p><italic>Haemonchus contortus</italic> (<italic>H. contortus</italic>) is a parasitic worm causing haemonchosis in ruminants of tropical and subtropical climates around the globe (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). Adult worms suck blood from the abomasum of goats and sheep, triggering edema, anemia, diarrhea, and sometimes death (<xref ref-type="bibr" rid="ref3">3</xref>). Gastrointestinal parasites are abundant, and a single female is capable of producing up to 10,000 eggs each day (<xref ref-type="bibr" rid="ref4">4</xref>). Eggs are excreted in host feces and dispersed into infective L3s on pastures, where they infect new hosts when consumed, and in turn infect millions of sheep and goats throughout the world. <italic>Haemonchus</italic> infects a wide variety of hosts and quickly becomes resistant to most of the anthelminthic drugs to contain it (<xref ref-type="bibr" rid="ref5">5</xref>). It causes substantial economic losses due to the cost of anthelmintic medications, body weight loss, decrease in milk, meat, wool, and overall growth, and sometimes causes death to infected animals, adversely affecting livestock production (<xref ref-type="bibr" rid="ref6">6</xref>).</p>
<p><italic>Haemonchus</italic> is the most economically important blood-feeding parasite in grazing ruminants worldwide (<xref ref-type="bibr" rid="ref7">7</xref>), with ancestral roots in sub-Saharan Africa, where numerous species of native artiodactyl hosts exist (<xref ref-type="bibr" rid="ref8">8</xref>). Three known sympatric species of <italic>Haemonchus</italic> infect ruminants across Asia. A greater number of <italic>H. contortus</italic>, <italic>H. longistipes</italic>, and <italic>H. placei</italic> have been documented due to the international movement of domesticated animals (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). <italic>H. contortus</italic> is primarily a small ruminant parasite; <italic>H. longistipes</italic> is most frequently reported in camels; and <italic>H. placei</italic> infects cattle. In addition, <italic>H. similis</italic>, the fourth sympatric species, has been found to infect Latin American cattle (<xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>Helminth resistance to numerous anthelmintic medications is rapidly growing, causing significant public health problems. In the near future, controlling some parasites with current anthelminthic medications like oxfendazole, levamisole, and ivermectin may become more challenging (<xref ref-type="bibr" rid="ref10">10</xref>). <italic>H. contortus</italic> has evolved different strategies to evade host immune response during infection (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref13">13</xref>). Parasitic nematodes cause a long-term infection in the host, generally with just a modest inflammatory response. This is attributed to the release of complex excretory/secretory protein (ESP) mixtures into host tissues that interfere with host signaling mechanisms and immune homeostasis. However, these molecular mechanisms are yet to be explored and need further in-depth research. Therefore, to control parasitic infections researchers are actively exploring alternative methods such as nanovaccine (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>), nanoparticle (<xref ref-type="bibr" rid="ref16">16</xref>), and plant extracts have shown promising anti-parasitic activity to counter anthelminthic resistance in <italic>H. contortus</italic> (<xref ref-type="bibr" rid="ref17 ref18 ref19">17&#x2013;19</xref>).</p>
<p>Pakistan is mainly an agricultural country contributing 22.9% to the Gross Domestic Product (GDP), where livestock account for approximately 62.68% of agriculture and 14.36% of the national GDP (<xref ref-type="bibr" rid="ref20">20</xref>). <italic>H. contortus</italic> infestation has become one of the biggest problems of sheep and goat husbandry in Pakistan. Aside from the lack of meat due to mortality and lower growth in small ruminants, there is an exceedingly high proclivity to gain immunity against anthelmintic medications, and a proven model for researching the genetics and population structure of resistant strains (<xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>Environmental and geographical constraints, population growth, and living conditions are a few of the variables that alter a population&#x2019;s genetic makeup (<xref ref-type="bibr" rid="ref21">21</xref>). <italic>Haemonchus</italic> is favored by a high rate of gene flow across populations, providing an opportunity for the dissemination of genes conferring resistance to anthelmintics (<xref ref-type="bibr" rid="ref22">22</xref>). Parasitic nematode ecology, epidemiology, and evolution can be better understood by studying genetic diversity and genetic relationships using phylogenetic trees (<xref ref-type="bibr" rid="ref23">23</xref>). In addition, precise identification and genetic characterization are essential for a valid diagnosis and efficacy in the control programs of parasitic nematodes (<xref ref-type="bibr" rid="ref3">3</xref>). The ribosomal <italic>ITS-2</italic> gene is one of the most variable nuclear loci, and its high rate of evolution can be used to achieve intraspecific variation among <italic>H. contortus</italic> populations (<xref ref-type="bibr" rid="ref24">24</xref>). This nematode marker has been used in species differentiation and genetic variability studies. Interpretation of the inherited differences within and among <italic>H. contortus</italic> species may promote a better understanding of transmission patterns and the establishment of a control strategy (<xref ref-type="bibr" rid="ref22">22</xref>).</p>
<p>Controlling haemonchosis is essential to recouping losses, since it significantly harms Pakistan&#x2019;s small ruminant industry. To ensure effective and reliable parasite control, it is necessary to have a thorough understanding of the current epidemiological parameters influencing the distribution of disease. Numerous studies have been conducted on <italic>H. contortus</italic> in ruminants around Pakistan, as shown in <xref ref-type="table" rid="tab1">Table 1</xref>; however, no microscopic, molecular, or phylogenetic analysis study has been found in the province of Khyber Pakhtunkhwa, particularly district Kohat. Therefore, the current study was designed to investigate epidemiology and phylogeny of <italic>H. contortus</italic> species in small ruminants with a systematic review of Pakistan&#x2019;s previously published studies on ruminants to provide baseline information. The paucity of molecular data on <italic>Haemonchus</italic> in the small ruminant population of Kohat district was the main impetus to carry out this investigation. The current study will advance our knowledge of Pakistan&#x2019;s haemonchosis epidemiology, including its genesis, transmission patterns, and population structure, which might direct government actions to halt the spread of the disease.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Studies on <italic>H. contortus</italic> prevalence in Pakistani ruminants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Authors</th>
<th align="left" valign="top">Host species</th>
<th align="left" valign="top">Sampling area</th>
<th align="left" valign="top">Sample type</th>
<th align="left" valign="top">Study Method</th>
<th align="center" valign="top">No. of samples</th>
<th align="center" valign="top">Positive Samples</th>
<th align="center" valign="top">Prevalence (%)</th>
<th align="left" valign="top">Random sampling/not</th>
<th align="left" valign="top">Sampling method clear/not</th>
<th align="left" valign="top">Sampling method detailed/not</th>
<th align="left" valign="top">No. of samples&#x003E;80 or not</th>
<th align="left" valign="top">Risk factor&#x2009;&#x003E;&#x2009;3</th>
<th align="center" valign="top">Score</th>
<th align="left" valign="top">Study quality</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Ali et al. (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top" rowspan="2">Kohat</td>
<td align="left" valign="top" rowspan="2">Blood and Fecal</td>
<td align="left" valign="top" rowspan="2">Direct microscopy</td>
<td align="center" valign="top">150</td>
<td align="center" valign="top">39</td>
<td align="char" valign="top" char=".">26</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="center" valign="top" rowspan="2">2</td>
<td align="left" valign="top" rowspan="2">Average</td>
</tr>
<tr>
<td align="left" valign="top">Goat</td>
<td align="center" valign="top">150</td>
<td align="center" valign="top">17</td>
<td align="char" valign="top" char=".">11.33</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Ruhoollah et al. (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top" rowspan="2">Dir Upper</td>
<td align="left" valign="top" rowspan="2">Fecal</td>
<td align="left" valign="top" rowspan="2">Direct smear method</td>
<td align="center" valign="top">184</td>
<td align="center" valign="top">40</td>
<td align="char" valign="top" char=".">21.73</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="center" valign="top" rowspan="2">3</td>
<td align="left" valign="top" rowspan="2">Average</td>
</tr>
<tr>
<td align="left" valign="top">Goat</td>
<td align="center" valign="top">131</td>
<td align="center" valign="top">31</td>
<td align="char" valign="top" char=".">28.7</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Bibi et al. (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top" rowspan="3">Lahore, Multan, Mandi Bahauddin &#x0026; Haripur</td>
<td align="left" valign="top" rowspan="3">Worm</td>
<td align="left" valign="top" rowspan="3">Microscopy</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">55</td>
<td align="char" valign="top" char=".">55</td>
<td align="left" valign="top" rowspan="3">No</td>
<td align="left" valign="top" rowspan="3">Yes</td>
<td align="left" valign="top" rowspan="3">No</td>
<td align="left" valign="top" rowspan="3">Yes</td>
<td align="left" valign="top" rowspan="3">Yes</td>
<td align="center" valign="top" rowspan="3">3</td>
<td align="left" valign="top" rowspan="3">Average</td>
</tr>
<tr>
<td align="left" valign="top">Goat</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">50</td>
<td align="char" valign="top" char=".">50</td>
</tr>
<tr>
<td align="left" valign="top">Cattle</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">35</td>
<td align="char" valign="top" char=".">35</td>
</tr>
<tr>
<td align="left" valign="top">Qasim et al. (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top">Lodhran</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Direct smear &#x0026; EPG method</td>
<td align="center" valign="top">323</td>
<td align="center" valign="top">97</td>
<td align="char" valign="top" char=".">30.03</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">5</td>
<td align="left" valign="top">Good</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Goat</td>
<td align="left" valign="top">Lodhran</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Direct smear &#x0026; EPG method</td>
<td align="center" valign="top">323</td>
<td align="center" valign="top">81</td>
<td align="char" valign="top" char=".">25.07</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">5</td>
<td align="left" valign="top">Good</td>
</tr>
<tr>
<td align="left" valign="top">Jamal et al. (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="left" valign="top">Markhor</td>
<td align="left" valign="top">Chitral</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Simple direct method</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">10</td>
<td align="char" valign="top" char=".">40</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">2</td>
<td align="left" valign="top">Average</td>
</tr>
<tr>
<td align="left" valign="top">Jamil et al. (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top">Dera Ismail Khan</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Direct microscopy, floatation, sedimentation &#x0026; McMaster</td>
<td align="center" valign="top">300</td>
<td align="center" valign="top">120</td>
<td align="char" valign="top" char=".">40</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">4</td>
<td align="left" valign="top">Good</td>
</tr>
<tr>
<td align="left" valign="top">Lashari and Tasawar (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top">Dera Ghazi khan, Multan &#x0026; Khanewal</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Direct microscopy, floatation &#x0026; sedimentation</td>
<td align="center" valign="top">523</td>
<td align="center" valign="top">34</td>
<td align="char" valign="top" char=".">6.5</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">4</td>
<td align="left" valign="top">Good</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Raza et al. (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top" rowspan="2">Bahawalpur, Rahim Yar Khan &#x0026; Bahawalnagar</td>
<td align="left" valign="top" rowspan="2">Fecal</td>
<td align="left" valign="top" rowspan="2">Floatation &#x0026; sedimentation</td>
<td align="center" valign="top">500</td>
<td align="center" valign="top">69</td>
<td align="char" valign="top" char=".">13.8</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="center" valign="top">4</td>
<td align="left" valign="top" rowspan="2">Good</td>
</tr>
<tr>
<td align="left" valign="top">Goat</td>
<td align="center" valign="top">500</td>
<td align="center" valign="top">64</td>
<td align="char" valign="top" char=".">12.8</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Khalid et al. (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top" rowspan="2">Lahore</td>
<td align="left" valign="top" rowspan="2">Fecal</td>
<td align="left" valign="top" rowspan="2">Microscopy, floatation, sedimentation &#x0026; McMaster</td>
<td align="center" valign="top">240</td>
<td align="center" valign="top">71</td>
<td align="char" valign="top" char=".">29.58</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="center" valign="top" rowspan="2">4</td>
<td align="left" valign="top" rowspan="2">Good</td>
</tr>
<tr>
<td align="left" valign="top">Goat</td>
<td align="center" valign="top">240</td>
<td align="center" valign="top">66</td>
<td align="char" valign="top" char=".">27.5</td>
</tr>
<tr>
<td align="left" valign="top">Razzaq et al. (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top">Loralai</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">McMaster</td>
<td align="center" valign="top">1,200</td>
<td align="center" valign="top">125</td>
<td align="char" valign="top" char=".">10.42</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">2</td>
<td align="left" valign="top">Average</td>
</tr>
<tr>
<td align="left" valign="top">Ayaz et al. (<xref ref-type="bibr" rid="ref35">35</xref>)</td>
<td align="left" valign="top">Goat</td>
<td align="left" valign="top">Muzaffargarh</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Direct microscopy, floatation &#x0026; sedimentation</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">20</td>
<td align="char" valign="top" char=".">20</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">3</td>
<td align="left" valign="top">Average</td>
</tr>
<tr>
<td align="left" valign="top">Ullah et al. (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top">Peshawar</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Microscopic &#x0026; floatation</td>
<td align="center" valign="top">356</td>
<td align="center" valign="top">190</td>
<td align="char" valign="top" char=".">53.37</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">3</td>
<td align="left" valign="top">Average</td>
</tr>
<tr>
<td align="left" valign="top">Akhter et al. (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
<td align="left" valign="top">Goat</td>
<td align="left" valign="top">Hyderabad</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Direct smear microscopy</td>
<td align="center" valign="top">1,065</td>
<td align="center" valign="top">156</td>
<td align="char" valign="top" char=".">14.65</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">3</td>
<td align="left" valign="top">Average</td>
</tr>
<tr>
<td align="left" valign="top">Tasawar et al. (<xref ref-type="bibr" rid="ref38">38</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top">Khanewal</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">McMaster</td>
<td align="center" valign="top">333</td>
<td align="center" valign="top">259</td>
<td align="char" valign="top" char=".">77.7</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">3</td>
<td align="left" valign="top">Average</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Khan et al. (<xref ref-type="bibr" rid="ref39">39</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top" rowspan="4">Toba Tak Singh</td>
<td align="left" valign="top" rowspan="4">Fecal</td>
<td align="left" valign="top" rowspan="4">Floatation</td>
<td align="center" valign="top">840</td>
<td align="center" valign="top">193</td>
<td align="char" valign="top" char=".">22.98</td>
<td align="left" valign="top" rowspan="4">Yes</td>
<td align="left" valign="top" rowspan="4">Yes</td>
<td align="left" valign="top" rowspan="4">Yes</td>
<td align="left" valign="top" rowspan="4">Yes</td>
<td align="left" valign="top" rowspan="4">Yes</td>
<td align="center" valign="top" rowspan="4">5</td>
<td align="left" valign="top" rowspan="4">Good</td>
</tr>
<tr>
<td align="left" valign="top">Goat</td>
<td align="center" valign="top">660</td>
<td align="center" valign="top">162</td>
<td align="char" valign="top" char=".">24.55</td>
</tr>
<tr>
<td align="left" valign="top">Cattle</td>
<td align="center" valign="top">1,140</td>
<td align="center" valign="top">152</td>
<td align="char" valign="top" char=".">13.33</td>
</tr>
<tr>
<td align="left" valign="top">Buffaloe</td>
<td align="center" valign="top">1,140</td>
<td align="center" valign="top">163</td>
<td align="char" valign="top" char=".">14.3</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Gadahi et al. (<xref ref-type="bibr" rid="ref40">40</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top" rowspan="2">Rawalpindi</td>
<td align="left" valign="top" rowspan="2">Fecal</td>
<td align="left" valign="top" rowspan="2">Direct microscopy, floatation &#x0026; sedimentation</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">26</td>
<td align="char" valign="top" char=".">28.88</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="center" valign="top" rowspan="2">1</td>
<td align="left" valign="top" rowspan="2">Below average</td>
</tr>
<tr>
<td align="left" valign="top">Goat</td>
<td align="center" valign="top">310</td>
<td align="center" valign="top">199</td>
<td align="char" valign="top" char=".">64.19</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Raza et al. (<xref ref-type="bibr" rid="ref41">41</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top" rowspan="2">Multan</td>
<td align="left" valign="top" rowspan="2">Worm</td>
<td align="left" valign="top" rowspan="2">Key identification</td>
<td align="center" valign="top">2,133</td>
<td align="center" valign="top">793</td>
<td align="char" valign="top" char=".">37.18</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="left" valign="top" rowspan="2">Yes</td>
<td align="left" valign="top" rowspan="2">No</td>
<td align="center" valign="top" rowspan="2">1</td>
<td align="left" valign="top" rowspan="2">Below average</td>
</tr>
<tr>
<td align="left" valign="top">Goat</td>
<td align="center" valign="top">2,607</td>
<td align="center" valign="top">811</td>
<td align="char" valign="top" char=".">31.1</td>
</tr>
<tr>
<td align="left" valign="top">Ijaz et al. (<xref ref-type="bibr" rid="ref42">42</xref>)</td>
<td align="left" valign="top">Goat</td>
<td align="left" valign="top">Lahore</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Direct Smear, floatation &#x0026; McMaster</td>
<td align="center" valign="top">300</td>
<td align="center" valign="top">84</td>
<td align="char" valign="top" char=".">28</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">2</td>
<td align="left" valign="top">Average</td>
</tr>
<tr>
<td align="left" valign="top">Lateef et al. (<xref ref-type="bibr" rid="ref43">43</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top">Faisalabad</td>
<td align="left" valign="top">Worm</td>
<td align="left" valign="top">Microscopy &#x0026; key identification</td>
<td align="center" valign="top">960</td>
<td align="center" valign="top">591</td>
<td align="char" valign="top" char=".">61.5</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">3</td>
<td align="left" valign="top">Average</td>
</tr>
<tr>
<td align="left" valign="top">Jabeen et al. (<xref ref-type="bibr" rid="ref44">44</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top">Lahore, Gujranwala, Faisalabad, Sargodha, Rawalpindi, Multan, D.G. Khan &#x0026; Bahawalpur</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Microscopy</td>
<td align="center" valign="top">10,000</td>
<td align="center" valign="top">5,477</td>
<td align="char" valign="top" char=".">54.77</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">2</td>
<td align="left" valign="top">Average</td>
</tr>
<tr>
<td align="left" valign="top">Sajid et al. (<xref ref-type="bibr" rid="ref45">45</xref>)</td>
<td align="left" valign="top">Sheep</td>
<td align="left" valign="top">Islamabad</td>
<td align="left" valign="top">Fecal</td>
<td align="left" valign="top">Floatation, &#x0026; McMaster</td>
<td align="center" valign="top">62</td>
<td align="center" valign="top">54</td>
<td align="char" valign="top" char=".">87</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">0</td>
<td align="left" valign="top">Below average</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methodology</title>
<sec id="sec3">
<label>2.1</label>
<title>Ethical approval</title>
<p>The current study was approved from Kohat University of Science and Technology Kohat ethical approval committee for sample collection from animals. Written informed consent has been granted by the owners for their animal&#x2019;s participation in the current study.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Study area and sample collection</title>
<p>The present study was done at Kohat, Khyber Pakhtunkhwa. It lies 489&#x2009;m above sea level between 32&#x00B0; 47&#x2032; and 33&#x00B0; 53&#x2032; north latitude and 70&#x00B0; 34&#x2032; and 72&#x00B0; 17&#x2032; east longitude (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Approximately 5&#x2009;g of feces was directly obtained from the rectum of 180 sheep and goats (90 each) under strict aseptic conditions in the study area. All information, including the animal type, sex, age, location, and collection month, was recorded on the mandated proforma for each sheep and goat. The Molecular Parasitology and Virology Laboratory, Department of Zoology, KUST, received appropriately labeled samples in cold boxes. Prior to further processing, the samples were preserved at &#x2212;20&#x00B0;C.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Pakistani map with colored areas displays epidemiological studies performed on <italic>Haemonchus contortus</italic> in different districts. 1) Red indicates studies performed on sheep, goats, cattle, and buffaloes in that area; 2) sheep, goat, and cattle investigations are shown in yellow. 3) The golden hue indicates that both sheep and goats were examined for <italic>H. contortus</italic> in certain areas. 4) Studies on sheep are indicated in green. 5) Studies involving goats are shown in blue. 6) Studies involving only markhor are displayed in gray, and 7) Red outline on golden hue color shows the current study sampling area district Kohat. (Drawn using the software &#x201C;ArcGIS&#x201D; (<ext-link xlink:href="https://desktop.arcgis.com/en/" ext-link-type="uri">https://desktop.arcgis.com/en/</ext-link>)).</p>
</caption>
<graphic xlink:href="fvets-11-1380203-g001.tif"/>
</fig>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Slides preparation &#x0026; microscopic examination</title>
<p>Three grams of feces were added to container 1 with 50&#x2009;mL of PBS dispensed into the same container, and a tongue blade was used to mix the feces with the PBS solution. The fecal suspension was transferred from the jar to container 2, and finally to the test tube using a double layer of cheesecloth. A convex meniscus formed on top of the test tube after the solution was<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> gently tapped off. A delicate coverslip was set atop the test tube and left undisturbed for 20&#x2009;min. Twenty minutes later, the coverslip and drop of fluid attached to it were carefully removed from the test tube and placed on a clean slide. For microscopic positive samples, the tube was filled with 2&#x2009;mL of PBS and spun in a microcentrifuge for 5&#x2009;min at 3000&#x2009;rpm to rinse the eggs. After the supernatant was removed, the rinsing procedure was repeated. Once the supernatant was removed, 300 &#x1D707;l of the ova in the pellet was collected for genome extraction (<xref ref-type="bibr" rid="ref46">46</xref>). Coverslips adhering to the slide were stained with iodine and examined for eggs and larvae using a light compound microscope under 10X and 40X objective lens, according to Ebrahim (<xref ref-type="bibr" rid="ref47">47</xref>).</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>DNA extraction, amplification and gel electrophoresis</title>
<p><italic>Haemonchus</italic> positive samples were extracted using the &#x201C;QIAamp Fast DNA Stool Mini Kit&#x201D; (Qiagen GmbH, Hilden, Germany). The manufacturer&#x2019;s protocol was used to extract the complete genomic DNA. Amplification of the prepared DNA was carried out as described by Hussain et al. (<xref ref-type="bibr" rid="ref9">9</xref>). The ITS2 gene was amplified using NC1F (5&#x2019;-ACGTCTGGTTCAGGGTTGTT-3&#x2032;) and NC1R (5&#x2019;-TTAGTTTCTTTTCCTCCGCT-3&#x2032;) with an amplicon size of 350&#x2009;bp (<xref ref-type="bibr" rid="ref23">23</xref>). To achieve the necessary gene amplification, a thermal cycler was utilized with a 25 &#x1D707;l PCR reaction volume comprising of 13 &#x1D707;l PCR Master mix (dNTPs, MgCl2, Taq DNA polymerase), 1 &#x1D707;l forward and reverse primers, 5 &#x1D707;l PCR water (dH2O), and 5 &#x1D707;l extracted DNA. The initial temperature was 96&#x00B0;C for 7&#x2009;min, followed by 40&#x2009;cycles of 95&#x00B0;C for 45&#x2009;s, 57.5&#x00B0;C for 45&#x2009;s, and 72&#x00B0;C for 45&#x2009;s, with a final extension temperature of 72&#x00B0;C for 7&#x2009;min. A 1.5% agarose gel was used for DNA resolution. Bands (Fermentas, United States) were compared to a 2000&#x2009;bp DNA ladder marker (<xref ref-type="bibr" rid="ref23">23</xref>). A gel documentation device was used to resolve the bands under UV illumination.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Searching strategy</title>
<p>Adherence to Preferred Reporting Items for Systematic Review and Meta-analysis (PRISMA) was maintained throughout the execution of this review on articles related to <italic>H. contortus</italic> epidemiology in ruminants across Pakistan (<xref ref-type="bibr" rid="ref10">10</xref>). Research articles published in English were retrieved from different databases, including ISI Web of Science, Mendeley, PubMed, ScienceDirect, EBSCHO, and Google Scholar. Databases were searched for articles using keywords such as prevalence, epidemiology, infection rate/infestation rate, <italic>Haemonchus contortus</italic>, <italic>Haemonchus</italic>, sheep, goat, ruminants, and Pakistan. Boolean operators &#x201C;AND&#x201D; and &#x201C;OR&#x201D; were also used to retrieve articles (&#x201C;Prevalence&#x201D; OR &#x201C;epidemiology&#x201D; OR &#x201C;infection rate&#x201D; OR &#x201C;infected&#x201D; AND &#x201C;<italic>Haemonchus contortus</italic>&#x201D; AND &#x201C;Pakistan&#x201D; AND &#x201C;ruminants&#x201D; OR &#x201C;sheep&#x201D; OR &#x201C;goat&#x201D;) on the <italic>H. contortus</italic> distribution rate across Pakistan from January 2000 till July 2023. The article references and PDFs were downloaded to a folder created using Mendeley reference manager software for the current study. Duplicate studies were removed from the folder after checking the title and references, followed by irrelevant article removal due to the non-availability of data in the abstract.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Inclusion and exclusion criteria</title>
<p>We checked the article titles and abstracts to determine whether they had any data on the prevalence of <italic>H. contortus</italic> in Pakistan. The inclusion criteria were as follows: i) articles written in English, ii) articles containing <italic>H. contortus</italic> distribution in ruminants, and iii) articles published between January 2000 and July 2023. However, we excluded reviews, duplicate articles, studies dealing with other species of <italic>Haemonchus</italic> prevalence data, articles involving two species without confirmation of a single species outcome, publications with vague data such as trichostrongylid/strongyles infection rate, or sources of samples without complete text.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Quality assessment</title>
<p>The current systematic review included studies that were evaluated using the following criteria to ascertain quality scores: (a) random sampling/not, (b) sampling method clear/not, (c) sampling method detailed/not, (d) number of samples &#x2265;80/not, and (e) &#x2265;3 risk factors. By calculating the aforementioned answers, each study was given a score; a score of 0 for &#x201C;no&#x201D; and a score of 1 was given for &#x201C;yes,&#x201D; aggregating a total score of 5. Studies with a score of 0&#x2013;1, 2&#x2013;3, and 4&#x2013;5 were classified as below average, average, and good quality, respectively.</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Study selection and data extraction</title>
<p>To ensure that no papers were overlooked, two writers (NA and RA) separately searched the English databases for titles and abstracts of articles that met the inclusion criteria. The eligibility of the study for inclusion was determined by the same writers who independently reviewed the entire text. Potentially eligible studies were excluded if (i) the prevalence data results were not provided in terms of the number of samples and (ii) the dataset was ambiguously presented based on ruminants. Another author (AM) made the ultimate choice following a debate in which the two writers could not reach an agreement. Finally, the data were extracted by NA and RA, which included pertinent information about the initial author, publication year, host species, type of sample, method of study, number of examined samples, positive sample, prevalence rate, random sampling/not, clear sampling method/not, detailed sampling method/not, number of samples &#x2265;80/not, and&#x2009;&#x2265;&#x2009;3 risk factors studies/not to calculate the score and quality of included studies using a pre-designed Microsoft Excel spreadsheet (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Article screening and selection process used for conducting current systematic review.</p>
</caption>
<graphic xlink:href="fvets-11-1380203-g002.tif"/>
</fig>
</sec>
<sec id="sec11">
<label>2.9</label>
<title>Sequencing and phylogenetic analysis</title>
<p>After amplicon confirmation through gel electrophoresis, 4 randomly selected amplified DNA products (two each sheep and goat samples) were shipped to Macrogen Inc. (Seoul, South Korea) for purification and sequencing. The chromatograms of the sequenced samples were interpreted, and noise was removed at the start and end of each sequence using BioEdit software. The resulting sequences were subjected to BLAST in NCBI<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref> for confirmation of <italic>H. contortus</italic>. After confirmation of <italic>H. contortus</italic>, the reference sequences were retrieved and transferred to Mega11 for further processing. Sequences were trimmed and aligned using Clustal <italic>W</italic>, followed by the inclusion of an outgroup in the software, and the maximum composite likelihood technique was used for phylogenetic analysis. The sequences from this study and those from the NCBI gene repository were used to construct a phylogenetic tree. Through the addition of a maximal composite probability parameter and 1,000 bootstrap replications, an evolutionary tree was constructed using the maximum composite likelihood approach. Nucleotide sequences reported in the present study are available in GenBank<sup>&#x2122;</sup>, an NCBI database, under the accession numbers OK447878, OK481181, OM276841, and OM276825.</p>
</sec>
<sec id="sec12">
<label>2.10</label>
<title>Data analysis</title>
<p>To determine the differences between the observed and expected data, numerous factors, including type of ruminant, age, sex, month, and distribution by locality, were analysed in relation to the prevalence of haemonchosis using Chi-squared and Fisher exact tests in R software. A <italic>p</italic>-value of less than 0.05 was used to determine the statistical significance of the findings (<xref ref-type="bibr" rid="ref11">11</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<label>3</label>
<title>Results</title>
<sec id="sec14">
<label>3.1</label>
<title>Epidemiology of <italic>Haemonchus contortus</italic> in small ruminants</title>
<p>A total of 180 fecal samples were collected from both sheep and goats of different age groups, sex, months, and area from July to December, 2021. Forty-six (46) small ruminants were found positive for haemonchosis. The documented overall prevalence of <italic>H. contortus</italic> in small ruminants was 25.55%. However, sheep was non-significantly more susceptible (28.89%) to haemonchosis in comparison to goats (22.22%) <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05 (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). Both goats and sheep were divided into male and female categories based on sex. The sex-wise infection of <italic>H. contortus</italic> recorded in the current research work was higher in female sheep and goats (28.82%) as compared to male sheep and goats (20.28%) <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05 (<xref ref-type="fig" rid="fig3">Figure 3B</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p><bold>(A)</bold> Showing host based overall prevalence of <italic>H. contortus</italic>, <bold>(B)</bold> sex wise prevalence of sheep and goat, <bold>(C)</bold> <italic>H. contortus</italic> occurrence based on age group, <bold>(D)</bold> area wise prevalence, and <bold>(E)</bold> Month wise prevalence of <italic>H. contortus</italic> in sheep and goats.</p>
</caption>
<graphic xlink:href="fvets-11-1380203-g003.tif"/>
</fig>
<p>Small ruminants were divided into three age groups: &#x003C;1&#x2009;year, 1&#x2013;3&#x2009;year, and&#x2009;&#x003E;&#x2009;3&#x2009;years named as juvenile, young and adult, respectively. The highest prevalence rate was recorded in juvenile (33.33%) and adult age groups (29.82%), while the lowest was in the young age group (19.54%) however, the differences were non-significant <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05 (<xref ref-type="fig" rid="fig3">Figure 3C</xref>). The present study was divided into 5 different localities of district Kohat named Lachi, Ghamkol Camp, Arid Zone Small Ruminant Research Institute (SRRI), Paracha Town, and Gumbat. The highest occurrence of <italic>Haemonchus</italic> was observed in Ghamkol camp (29.41%), while the lowest was in the Arid Zone (SRRI) (17.5%) of district Kohat <italic>p</italic>&#x2009;&#x003C;&#x2009;0.02 (<xref ref-type="fig" rid="fig3">Figure 3D</xref>). The current study was comprised of 6&#x2009;months of sample data from July to December. The highest incidence of 38.70% of <italic>H. contortus</italic> was documented in the month of July, whereas the lowest was 11.11% in December <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (<xref ref-type="fig" rid="fig3">Figure 3E</xref>).</p>
</sec>
<sec id="sec15">
<label>3.2</label>
<title>Bibliographic search and quality assessment</title>
<p>We identified and added a total of 118 articles PDF with references from our searched databases using Mendeley Web Importer. We removed 35 duplicate articles from the Mendeley reference manager software dedicated folder for the current study. After removing duplicate articles, 83 articles remained. Primary screening of the title and abstract resulted in the exclusion of 24 papers not concerning with Pakistan; the remaining 59 articles were then chosen for full-text reading. In addition, 38 studies were removed according to our inclusion and exclusion parameters. Finally, 21 eligible papers based on <italic>H. contortus</italic> epidemiology in Pakistani ruminants were eventually included in the current systematic review, as shown in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<p>Out of 21 articles, the highest number of studies 13 (61.90%) were reported from Punjab, followed by Khyber Pakhtunkhwa 5(23.80%) and 1(4.76%) each from Baluchistan, Sindh, and Islamabad capital territory. The current systematic review consists of <italic>Haemonchus contortus</italic> studies on the ruminant population, which includes sheep, goats, cattle, buffalo, camels, and markhor. The most common types of samples used for <italic>H. contortus</italic> identification were fecal 17, followed by worm 3, and a single study collected both blood and fecal samples. Multiple methods were used for <italic>H. contortus</italic> evaluation, including direct smear microscopy, key identification, floatation, sedimentation, McMaster, and the Eggs per gram method. The most common evaluation method was direct microscopy, while the least common was key identification, as shown in <xref ref-type="table" rid="tab1">Table 1</xref>. Based on risk factors 12 studies fall in the average category, followed by 6 in the good category and 3 in the below-average category.</p>
<p>The 21 selected Pakistani studies on ruminants show a 38.06% overall prevalence rate of <italic>H. contortus</italic> across Pakistan. Studies performed in all 5 regions of Pakistan, namely Khyber Pakhtunkhwa, Punjab, Baluchistan, Sindh, and Islamabad capital territory area, accounted for 34.49, 40.53, 10.41, 14.64, and 88.5%, respectively, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001. Based on the type of animal, sheep, goat, cattle, buffalo, and markhor show 44.99, 27.09, 15.08, 14.29, and 40% <italic>H. contortus</italic> with significant difference <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 respectively, <xref ref-type="fig" rid="fig4">Figure 4</xref>.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p><bold>(A)</bold> showing territory wise prevalence of <italic>H. contortus</italic>; <bold>(B)</bold> showing animal wise prevalence of <italic>H. contortus</italic> in ruminants across Pakistan.</p>
</caption>
<graphic xlink:href="fvets-11-1380203-g004.tif"/>
</fig>
</sec>
<sec id="sec16">
<label>3.3</label>
<title>Phylogenetic tree</title>
<p>Followed by DNA extraction and amplification of the ITS-2 gene, a PCR product of approximately 350&#x2009;bp was found under UV light. The top hits and highly similar sequences were retrieved for downstream phylogenetic tree construction. A dendrogram was constructed for the ITS-2 gene of <italic>Haemonchus</italic> spp. and other related nematode genera, including Marshallagia and Trichostrongylus. The dendrogram is comprised of 4 sequences from Kohat and 24 published sequences of different geographical localities, including Pakistan, China, India, Malaysia, Iran, Bangladesh, Thailand, Mongolia, Yemen, Italy, Denmark, and Japan, among others.</p>
<p>The phylogenetic analysis clustered <italic>H. contortus</italic> into a major clade with different subclades (<xref ref-type="fig" rid="fig5">Figure 5</xref>). <italic>H. contortus</italic> is grouped separately from other related species, i.e., <italic>H. bedfordi</italic>, <italic>H. longistipes</italic>, and <italic>H. placei</italic>. The <italic>H. contortus</italic> of the current study was closely related to the <italic>H. contortus</italic> of the neighboring Asian countries, including Iran, India, China, Mongolia, and Malaysia. This subclade also comprised a sequence from district Jhang of Pakistan, United Kingdom, Italy, and Mongolia. Surprisingly, our study&#x2019;s neighbor joining dendrogram (<xref ref-type="fig" rid="fig5">Figure 5</xref>) showed that the isolates under investigation were quite closely related to those from Italy and the United Kingdom.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Phylogenetic tree of <italic>H. contortus</italic> in sheep and goat using ITS2 marker. The evolutionary history was inferred using the Neighbor-Joining method (<xref ref-type="bibr" rid="ref48">48</xref>). The optimal tree is shown. The percentage of replicate trees in which the associated taxa clustered together in the bootstrap test (1,000 replicates) are shown next to the branches (<xref ref-type="bibr" rid="ref49">49</xref>). The tree is drawn to scale, with branch lengths in the same units as those of the evolutionary distances used to infer the phylogenetic tree. The evolutionary distances were computed using the Maximum Composite Likelihood method (<xref ref-type="bibr" rid="ref50">50</xref>) and are in the units of the number of base substitutions per site. This analysis involved 29 nucleotide sequences. All positions with less than 95% site coverage were eliminated, i.e., fewer than 5% alignment gaps, missing data, and ambiguous bases were allowed at any position (partial deletion option). There were total of 88 positions in the final dataset. Evolutionary analyses were conducted in MEGA11 (<xref ref-type="bibr" rid="ref51">51</xref>).</p>
</caption>
<graphic xlink:href="fvets-11-1380203-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec17">
<label>4</label>
<title>Discussion</title>
<p><italic>Haemonchus contortus</italic> is an efficient blood feeding parasite that causes significant economic losses to the livestock sector via decreased body weight, milk, meat, and wool production, in addition to other forms of harm and often the death of afflicted animals. Considering the significance of haemonchosis, the current study was carried out with the goal of determining the prevalence and phylogenetic analysis of <italic>H. contortus</italic> using microscopic and genetic marker ITS2 in small ruminants of district Kohat with a systematic review of Pakistan <italic>H. contortus</italic> prevalence studies to provide baseline information.</p>
<p>Our findings of 27.55% <italic>H. contortus</italic> in sheep and goats of district Kohat are lower than the total 38.06% prevalence rate in 21 selected studies across Pakistani ruminants, with 34.49% <italic>Haemonchus</italic> occurrence in our study area province Khyber Pakhtunkhwa, as shown in <xref ref-type="table" rid="tab1">Table 1</xref>. Earlier, several studies indicated varying prevalence rates of haemonchosis in the small ruminants of Pakistan, with numbers ranging from 6 to 88%, as shown in <xref ref-type="table" rid="tab1">Table 1</xref>. Researchers across the globe observed 3&#x2013;90% of haemonchosis infection rate in small ruminants (<xref ref-type="bibr" rid="ref52 ref53 ref54 ref55 ref56 ref57 ref58 ref59">52&#x2013;59</xref>). Possible explanations for the observed variation in prevalence include differences in sample size, seasonality, environmental variability, and management practices in the research region. Several variables, including management practices, grazing patterns (such as mixed herds of male, female, juvenile, and adult animals), farmers incomes and education levels, and the irrational use of anthelmintics, might affect the parasite population density (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref40">40</xref>).</p>
<p>The total recorded sex-wise prevalence of haemonchosis in small ruminants was greater in females (28.82%) than males (20.28%) <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05. Our findings are consistent with those of Brik et al. (<xref ref-type="bibr" rid="ref59">59</xref>) and Raza et al. (<xref ref-type="bibr" rid="ref41">41</xref>), who found a greater rate of haemonchosis in females (30.98 and 35.19%) than in males (15.63 and 31.80%), respectively. Whereas, the present research contradicts Nabi et al. (<xref ref-type="bibr" rid="ref60">60</xref>), and Tassawar et al. (2010) as they reportedhigher prevalence rate of <italic>H. contortus</italic> in male as compared to female population. The increased prevalence of haemonchosis may be attributed to female sensitivity to parasitism as a result of reproductive stress and a weakened immune system (<xref ref-type="bibr" rid="ref61">61</xref>).</p>
<p>The age-specific prevalence rate of haemonchosis in small ruminants showed that juvenile age group is most vulnerable to <italic>H. contortus</italic> (33.33%), followed by adult age group (29.82%), with the lowest infection rates found in young age group (19.54%) <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05. Our findings concur with those of (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref62 ref63 ref64">62&#x2013;64</xref>), as they also noted a higher <italic>H. contortus</italic> infection rate in the younger and older age groups. Higher infection rates in the younger and older age groups could be associated with reduced immunity in these animals since most cases of haemonchosis afflict either immunocompromised adults or non-immune young animals (i.e., during the first grazing season) (<xref ref-type="bibr" rid="ref65">65</xref>).</p>
<p>Month-wise observed prevalence rates of <italic>H. contortus</italic> in small ruminants show that July and August had the highest rates of infection (38.71 and 35.48%, respectively), followed by September (30%), whereas December had the lowest rate of infection (11.11%) <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01. Our results are in agreement with (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref66 ref67 ref68 ref69">66&#x2013;69</xref>) as they also reported a higher infection rate in humid conditions. The elevated biotic potential of <italic>H. contortus</italic> infection contributes to its swift predominance at a time when environments on pastures are favorable for free-living phases to develop and survive (<xref ref-type="bibr" rid="ref69">69</xref>). Similar to our finding, Durrani et al. (<xref ref-type="bibr" rid="ref70">70</xref>) and Rizvi et al. (<xref ref-type="bibr" rid="ref71">71</xref>) also reported a higher prevalence of haemonchosis in the months of July and August, with the authors explaining that the presence of moisture favored the growth of the larvae.</p>
<p>The highest haemonchosis was documented in the localities of Ghamkol camp (29.41%), while the lowest prevalence was recorded in Arid zone (SSRI) 17.5% with <italic>p</italic>&#x2009;&#x003C;&#x2009;0.02. Variations in the prevalence rate of haemonchosis in sheep and goats might be influenced by different factors, including the grazing behavior, economic status, education level of the farmers, differential management practices, natural resistance, nutrition, and anthelmintics used (<xref ref-type="bibr" rid="ref72">72</xref>).</p>
<p>The current study result is consistent with previous investigations as we found a single <italic>Haemonchus</italic> specie, <italic>H. contortus</italic>, in both sheep and goats, showing close association with the same geographical region and neighboring countries, including Iran (<xref ref-type="bibr" rid="ref73">73</xref>), Pakistan (Jhang) (<xref ref-type="bibr" rid="ref74">74</xref>), India (OM334880, MW595998), China (<xref ref-type="bibr" rid="ref22">22</xref>), Malaysia (<xref ref-type="bibr" rid="ref24">24</xref>), and Mongolia (844231). However, our <italic>H. contortus</italic> samples from both sheep and goat yielded an unexpected finding in the neighbor joining dendrogram (<xref ref-type="fig" rid="fig5">Figure 5</xref>), showing a strong correlation with the isolates from Italy (<xref ref-type="bibr" rid="ref75">75</xref>) and the United Kingdom (LS997564) of distinct European continent. Troell et al. (<xref ref-type="bibr" rid="ref76">76</xref>) and Dey et al. (<xref ref-type="bibr" rid="ref23">23</xref>) also reported similar findings, where isolates from Greece overlapped with the obtained isolates of Australia and Malaysian isolates were closely related to American isolates, respectively. Since there is no proof of direct animal migration across two continents, the cause of these occurrences is the introduction of parasite populations via imported animals of the same provenance (<xref ref-type="bibr" rid="ref23">23</xref>).</p>
<p>The primary limitation of the current research work was our inability to target multiple districts of Khyber Pakhtunkhwa province for sampling and sequenced limited samples for <italic>H. contortus</italic> identification and genetic variability in sheep and goats of district Kohat owing to limited time of study.</p>
</sec>
<sec sec-type="conclusions" id="sec18">
<label>5</label>
<title>Conclusion</title>
<p>We concluded that <italic>H. contortus</italic> is prevalent across Pakistan, particularly in district Kohat and ITS2 genetic marker confirms our microscopic and molecular identification. The incidence of <italic>H. contortus</italic> is correlated with area and seasonal groups. Phylogenetic analysis shows a close association with Asian and European (Italian and UK) isolates. <italic>Haemonchus contortus</italic> must be further studied in unexplored areas in future studies, and other genes should be targeted for more diverse results.</p>
</sec>
<sec sec-type="data-availability" id="sec19">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/supplementary material.</p>
</sec>
<sec sec-type="ethics-statement" id="sec20">
<title>Ethics statement</title>
<p>The animal studies were approved by the Kohat University of Science and Technology Kohat ethical approval committee for sample collection from animals. 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 sec-type="author-contributions" id="sec21">
<title>Author contributions</title>
<p>NA: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SK: Funding acquisition, Resources, Supervision, Writing &#x2013; review &#x0026; editing. HM: Investigation, Supervision, Writing &#x2013; review &#x0026; editing. RA: Data curation, Investigation, Software, Writing &#x2013; review &#x0026; editing. RU: Funding acquisition, Methodology, Writing &#x2013; review &#x0026; editing. AB: Funding acquisition, Writing &#x2013; review &#x0026; editing. NUA: Investigation, Writing &#x2013; review &#x0026; editing. AM: conceptualization, Resources, Supervision, Validation, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec22">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research received researchers supporting grant from project number (RSP2024R346) at King Saud University Riyadh, Saudi Arabia for financial support.</p>
</sec>
<ack>
<p>We are grateful to livestock and dairy development research wing (Arid zone small ruminant research institute Kohat) Khyber Pakhtunkhwa, Pakistan for their cooperation in data sampling. NA is PhD student under CSC scholarship and the current research work is from his M.Phil. dissertation. Authors also thanks the reviewers and editors for their comments and valuable inputs.</p>
</ack>
<sec sec-type="COI-statement" id="sec23">
<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="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<fn-group>
<fn id="fn0001">
<p><sup>1</sup>
<ext-link xlink:href="https://www.rvc.ac.uk/review/parasitology/Flotation/Simple_flotation/Purpose.html" ext-link-type="uri">https://www.rvc.ac.uk/review/parasitology/Flotation/Simple_flotation/Purpose.html</ext-link>
</p>
</fn>
<fn id="fn0002">
<p><sup>2</sup>
<ext-link xlink:href="http://www.ncbi.nlm.nih.gov" ext-link-type="uri">http://www.ncbi.nlm.nih.gov</ext-link>
</p>
</fn>
</fn-group>
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