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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">751552</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2021.751552</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Genetic Diversity of Polymorphic Marker Merozoite Surface Protein 1 (<italic>Msp-1</italic>) and 2 (<italic>Msp-2</italic>) Genes of <italic>Plasmodium falciparum</italic> Isolates From Malaria Endemic Region of Pakistan</article-title>
<alt-title alt-title-type="left-running-head">Khan et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Polymorphic <italic>Plasmodium falciparum</italic> from Pakistan</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Khan</surname>
<given-names>Shahid Niaz</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1177042/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ali</surname>
<given-names>Rehman</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1187951/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Khan</surname>
<given-names>Sanaullah</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rooman</surname>
<given-names>Muhammad</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1198499/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Norin</surname>
<given-names>Sadia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1281118/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zareen</surname>
<given-names>Shehzad</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ali</surname>
<given-names>Ijaz</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ayaz</surname>
<given-names>Sultan</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Department of Zoology, Faculty of Biological Sciences, Kohat University of Science and Technology, <addr-line>Kohat</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Department of Zoology, University of Peshawar, <addr-line>Peshawar</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Department of Zoology, Hazara University, <addr-line>Mansehra</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>Department of Biosciences, COMSATS University Islamabad, <addr-line>Islamabad</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff5">
<label>
<sup>5</sup>
</label>College of Veterinary Sciences and Animal Husbandry, Abdul Wali Khan University Garden Campus Mardan, <addr-line>Mardan</addr-line>, <country>Pakistan</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/1041674/overview">Moses Okpeku</ext-link>, University of KwaZulu-Natal, South Africa</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/490897/overview">Diego Garz&#xf3;n-Ospina</ext-link>, Universidad Pedag&#xf3;gica y Tecnol&#xf3;gica de Colombia, Colombia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1216309/overview">Olusola Ojurongbe</ext-link>, Ladoke Akintola University of Technology, Nigeria</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shahid Niaz Khan, <email>shahid@kust.edu.pk</email>; Rehman Ali, <email>rehmanali7680@gmail.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Evolutionary and Genomic Microbiology, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>751552</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Khan, Ali, Khan, Rooman, Norin, Zareen, Ali and Ayaz.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Khan, Ali, Khan, Rooman, Norin, Zareen, Ali and Ayaz</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>
<bold>Background:</bold> Understanding the genetic diversity of <italic>Plasmodium</italic> species through polymorphic studies can assist in designing more effective control strategies of malaria like new drug formulation and development of a vaccine. Pakistan is moderate endemic for <italic>Plasmodium falciparum</italic>, but little is known about the genetic diversity of this parasite. This study aimed to investigate the molecular diversity of <italic>P. falciparum</italic> based on <italic>msp-1</italic> and <italic>msp-2</italic> genes in the malaria-endemic regions of Khyber Pakhtunkhwa, Pakistan.</p>
<p>
<bold>Methods:</bold> A total of 199/723 blood samples, tested positive by microscopy for <italic>falciparum</italic> malaria, were collected from four districts (Dera Ismail Khan, Karak, Mardan, and Peshawar) of Khyber Pakhtunkhwa. Nested PCR amplification technique was employed to target block 2 of <italic>msp-1</italic> and the central domain of <italic>msp-2</italic> genes, including their respective allelic families K1, MAD20, RO33, FC27, and 3D7/IC, and to detect the extent of genetic diversity of <italic>P. falciparum</italic> clinical isolates.</p>
<p>
<bold>Results:</bold> Among the 199&#x20;microscopy-positive <italic>P. falciparum</italic> samples, a total of 192 were confirmed using PCR. Ninety-seven amplicons were observed for <italic>msp</italic>-<italic>1</italic> and 95 for <italic>msp-2</italic>. A total of 33 genotypes, 17 for <italic>msp-1</italic> (eight K1, six MAD20, and three RO33) and 16 for <italic>msp-2</italic> (nine FC27 and seven 3D7/IC), were identified. The specific allelic frequency of the K1 family was higher (44.3%) than that of MAD20 (33.0%) and RO33 (23.0%) for <italic>msp-1</italic>, while the FC27 allelic family was dominant (60.0%) compared with 3D7/IC (40.0%) for <italic>msp-2</italic>. No polyclonal infection was observed in <italic>msp-1</italic> and <italic>msp-2</italic>. The expected heterozygosity was 0.98 and 0.97 for <italic>msp-1</italic> and <italic>msp-2</italic>, respectively.</p>
<p>
<bold>Conclusion:</bold> It was concluded that the <italic>P. falciparum</italic> populations are highly polymorphic, and diverse allelic variants of <italic>msp-1</italic> and <italic>msp-2</italic> are present in Khyber Pakhtunkhwa, Pakistan.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Plasmodium falciparum</italic>
</kwd>
<kwd>genetic diversity</kwd>
<kwd>polymorphism</kwd>
<kwd>msp-1 and msp-2 genes</kwd>
<kwd>nested PCR</kwd>
<kwd>Khyber Pakhtunkhwa</kwd>
<kwd>Pakistan</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Malaria causes 300&#x2013;500 million cases worldwide and approximately 0.5&#x2013;3 million deaths annually, the majority of which are caused by <italic>Plasmodium falciparum</italic> (<xref ref-type="bibr" rid="B33">Phillips, 2001</xref>; <xref ref-type="bibr" rid="B11">Ferreira et&#x20;al., 2004</xref>). Pakistan is a moderate malaria-endemic region, and approximately 60% of its population is living in the endemic areas, whereas 177 million individuals are at risk of malaria (<xref ref-type="bibr" rid="B34">Qureshi et&#x20;al., 2019</xref>). Annually, the estimated number of suspected and confirmed individuals is 3.5 million in Pakistan. The WHO included Pakistan as one of the six Eastern Mediterranean region countries with almost 100% population at risk of malaria (<xref ref-type="bibr" rid="B48">WHO, 2017</xref>; <xref ref-type="bibr" rid="B49">2018</xref>). The endemicity of malaria varies in different provinces and even in different cities having variable climates. In 2017, about 30% of total malaria cases were reported from Khyber Pakhtunkhwa only, and the province has the highest reported cases of malaria (<xref ref-type="bibr" rid="B48">WHO, 2017</xref>).</p>
<p>The National Malaria Control Programmes (NMCP) has reported a record sixfold increase in <italic>P. falciparum</italic> during the last decade. The <italic>falciparum</italic> malaria has acknowledged sparse scientific attention, particularly concerning the molecular characterization of the local parasite population. The rise of <italic>P. falciparum</italic> in various districts of Pakistan may be attributable to the failed treatment of chloroquine resistance (<xref ref-type="bibr" rid="B29">Nizamani et&#x20;al., 2006</xref>). Besides that, the heavy influx and continued presence of refugees from Afghanistan, where malaria is most prevalent, may contribute not only to the increasing number of cases of malaria but also to its genetic variations in Khyber Pakhtunkhwa province (<xref ref-type="bibr" rid="B26">Murtaza et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B37">Sheikh et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B18">Howard et&#x20;al., 2011</xref>).</p>
<p>Analyses of the genotypes of <italic>Plasmodium</italic> spp. by PCR have remarkably improved our understanding of the biology of these parasites. In this regard, genetically distinct <italic>P. falciparum</italic> has been identified and extensively studied to further unveil its molecular epidemiology, parasite resistance, and potential vaccine candidates (<xref ref-type="bibr" rid="B8">Diggs et&#x20;al., 1993</xref>; <xref ref-type="bibr" rid="B14">Greenhouse et&#x20;al., 2006</xref>). The mainly used genetic markers of <italic>P. falciparum</italic> are the merozoite surface protein 1 (<italic>msp-1</italic>), merozoite surface protein 2 (<italic>msp-2</italic>), and glutamate-rich protein (<italic>glurp</italic>) (<xref ref-type="bibr" rid="B39">Smythe et&#x20;al., 1991</xref>; <xref ref-type="bibr" rid="B40">Snounou and Beck, 1998</xref>). Allelic forms of these polymorphic markers have been reported in various parts of the world (<xref ref-type="bibr" rid="B4">Babiker et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B19">Jordan et&#x20;al., 2001</xref>).</p>
<p>The <italic>msp-1</italic> and <italic>msp-2</italic> are antigenic proteins responsible for immunological responses in humans (<xref ref-type="bibr" rid="B47">Taylor et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B2">Aubouy et&#x20;al., 2003</xref>). Block 2 of <italic>msp-1</italic> has three polymorphic allelic families identified as MAD20, K1, and RO33 (<xref ref-type="bibr" rid="B7">Contamin et&#x20;al., 1996</xref>). Similarly, the central domain of the <italic>msp-2</italic> has two distinct families, i.e.,&#x20;3D/IC and FC27 (<xref ref-type="bibr" rid="B36">Sallenave-Sales et&#x20;al., 2000</xref>). These markers are unlinked and located on different chromosomes (<xref ref-type="bibr" rid="B10">F&#xe4;rnert et&#x20;al., 2001</xref>). These features make them attractive candidates for studies where identification and enumeration of genetically distinct <italic>P. falciparum</italic> parasite subpopulations are of interest. As such, they have proven to be useful tools in molecular epidemiology studies in different epidemiological settings as well as to distinguish treatment failures from new infections in antimalarial drug trials (<xref ref-type="bibr" rid="B5">Cattamanchi et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B6">Collins et&#x20;al., 2006</xref>).</p>
<p>The genetic diversity of <italic>P. falciparum</italic> population is an important indicator of the malaria transmission intensity in an area (<xref ref-type="bibr" rid="B3">Babiker et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B31">Paul et&#x20;al., 1998</xref>). A high endemic area is generally characterized by extensive parasite diversity, and infected humans often carry multiple genotypes. Conversely, the parasite population in a low transmission area has a limited genetic diversity, and most infections are monoclonal (<xref ref-type="bibr" rid="B4">Babiker et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B16">Haddad et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B32">Peyerl-Hoffmann et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B13">G&#xf3;mez et&#x20;al., 2002</xref>). The <italic>P. falciparum</italic> field isolates have been characterized in Afghanistan, Iran, and India and previously from Sindh and Baluchistan in Pakistan, using the above-mentioned molecular markers. Therefore, we investigated the genetic diversity and polymorphic nature of <italic>P. falciparum</italic> isolates in selective districts of the malaria endemic province Khyber Pakhtunkhwa of Pakistan.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Ethics and Consent for Participation</title>
<p>The study protocol was approved by the Institutional Ethical Review Committee of Kohat University of Science and Technology (KUST), Kohat-26000, Pakistan. Signed and written informed consent was obtained from the participants/legal guardians before sample collection.</p>
</sec>
<sec id="s2-2">
<title>Sample Collection and Analysis</title>
<p>Blood samples were randomly collected from suspected individuals &#x2265;1&#xa0;year at the Malaria Control Laboratories of District Headquarters Hospitals (DHQs) in four districts of Khyber Pakhtunkhwa (Dera Ismail Khan, Karak, Peshawar, and Mardan). A total of 723 suspected individuals with fever or history of fever were screened. Finger-pricked blood was collected on a glass-slide to prepare thick and thin blood smears, air-dried, and stained with Giemsa&#x2019;s stain (10%) for 15&#xa0;min. The slides were examined under a microscope (Olympus CX31, Tokyo, Japan) by experienced laboratory technicians for <italic>Plasmodium</italic> species-specific identification. After careful examination, blood smears were considered negative when no parasite was detected and vice versa. Among the screened individuals, a total of 199 were confirmed positive for <italic>P. falciparum</italic> infection by microscopy.</p>
<p>Additionally, 200&#xa0;&#x3bc;l of blood was collected into EDTA tubes, labelled, and transferred to the Molecular Parasitology and Virology Laboratory, Department of Zoology, KUST, Kohat-26000, Khyber Pakhtunkhwa, Pakistan, and stored at &#x2212;80&#xb0;C in a low deep freezer until genomic DNA extraction. Furthermore, a brief epidemiological/demographic history was also recorded using a structured questionnaire. The demographic data will be published elsewhere.</p>
</sec>
<sec id="s2-3">
<title>DNA Extraction and PCR Amplification</title>
<p>Genomic DNA was extracted from blood using the GF1 DNA extraction kit (Vivantis, Shah Alam, Selangor). Nested PCR was recruited to determine <italic>Plasmodium</italic> species with the help of 18S rRNA amplification using primers rPLUf: 5&#x2032;-TTA&#x200b;AAA&#x200b;TTG&#x200b;TTG&#x200b;CAG&#x200b;TTA&#x200b;AAA&#x200b;CG-3&#x2032; and rPLUr: 5&#x2032;-CCT&#x200b;GTT&#x200b;GTT&#x200b;GCC&#x200b;TTA&#x200b;AAC&#x200b;TTC-3&#x2032; as previously described (<xref ref-type="bibr" rid="B41">Snounou et al., 1993</xref>; <xref ref-type="bibr" rid="B38">Singh et al., 1999</xref>). The amplicons were used as a template in the nested PCR; and species-specific primers rFALf: 5&#x2032;-TTA&#x200b;AAC&#x200b;TGG&#x200b;TTT&#x200b;GGG&#x200b;AAA&#x200b;ACC&#x200b;AAA&#x200b;TAT&#x200b;ATT-3&#x2032; and rFALr: 5&#x2032;-ACA&#x200b;CAA&#x200b;TGA&#x200b;ACT&#x200b;CAA&#x200b;TCA&#x200b;TGA&#x200b;CTA&#x200b;CCC&#x200b;GTC-3&#x2032; were employed for <italic>P. falciparum</italic> detection (<xref ref-type="bibr" rid="B41">Snounou et al., 1993</xref>). Deionized water and genomic DNA from laboratory strains were used as negative and positive control, respectively. Both primary and secondary PCRs were carried out in a final volume of 20&#xa0;&#x3bc;l containing 5.0&#xa0;&#x3bc;l of DNA, 0.4&#xa0;&#x3bc;l of 10&#xa0;mM of each dNTP (Fermentas, Hanover, MD, USA), 2.4&#xa0;&#x3bc;l of 10&#xd7; PCR buffer, 1.5&#xa0;&#x3bc;l of 25&#xa0;mM MgCl<sub>2</sub>, 0.5&#xa0;&#x3bc;l of 5 U/&#x3bc;l <italic>Taq</italic> DNA polymerase (Fermentas, Hanover, MD, USA), paired primers of 1.0&#xa0;&#x3bc;l each (20&#xa0;&#x3bc;M), and 8.2&#xa0;&#x3bc;l of sterile water. Thermocycler (Nyxtech, Boston, MA, USA) was used to complete all the reactions under the following conditions for primary (35 cycles) and secondary PCR (30 cycles): initial denaturation at 94&#xb0;C for 1&#xa0;min, extension at 94&#xb0;C for 1&#xa0;min, 58&#xb0;C for 2&#xa0;min and 72&#xb0;C for 5&#xa0;min, and final elongation at 72&#xb0;C for 5&#xa0;min.</p>
<p>The <italic>msp-1</italic> and <italic>msp-2</italic> genes were amplified using specific primers as per standard protocol previously described (<xref ref-type="bibr" rid="B42">Snounou et&#x20;al., 1999</xref>). The primary reaction used a set of primers corresponding to the conserved regions of block 2 for <italic>msp-1</italic> and block 3 for <italic>msp-2</italic>. The second reaction primer set targets specific allelic families of <italic>msp-1</italic> (KI, MAD20, and RO33) or <italic>msp-2</italic> (3D7/IC and FC27). The cycling conditions for both <italic>msp-1</italic> and <italic>msp-2</italic> as well as primers were previously described (<xref ref-type="bibr" rid="B44">Som&#xe9; et&#x20;al., 2018</xref>).</p>
<p>Agarose gel (2%) stained with ethidium bromide was used to evaluate the PCR products under UV illumination. A 50 and 100-bp DNA ladders (Promega, Madison, WI, USA) were used; and alleles of <italic>msp-1</italic> and <italic>msp-2</italic> were categorized according to their molecular weights.</p>
</sec>
<sec id="s2-4">
<title>Statistical Analysis</title>
<p>Primarily, Microsoft Excel was used to manage the data. Statistical analyses were performed using SPSS (Version 20). The allelic frequencies for <italic>msp-1</italic> and <italic>msp-2</italic> were calculated and expressed in percentages. The proportion of alleles observed at each locus was compared using a chi-square test. The expected heterozygosity (H<sub>e</sub>) was calculated using the following formula: H<sub>e</sub> &#x3d; [<italic>n</italic>/(<italic>n</italic>&#x20;&#x2212; 1)] [(1 &#x2212; &#x3a3;<italic>p</italic>
<sub>
<italic>i</italic>
</sub>
<sup>2</sup>)], where <italic>n</italic> is the number of isolates sampled and <italic>p</italic>
<sub>
<italic>i</italic>
</sub> is the allele frequency at a given locus (<xref ref-type="bibr" rid="B28">Nei, 1978</xref>). The <italic>p</italic>-value (0.05) was assumed to be statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>Out of 199&#x20;microscopy-positive samples, 192 were further confirmed for <italic>P. falciparum</italic> using PCR, whereas seven samples (3.2%) were excluded due to negative PCR outcome (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Allelic families of <italic>msp-1</italic> and <italic>msp-2</italic> genes of <italic>Plasmodium falciparum</italic> 1 show the positive infection of <italic>Plasmodium falciparum</italic>; 2, 3, and 4 represent the corresponding alleles of <italic>msp-1</italic>; 5 and 6 show the alleles of <italic>msp-2</italic>; m is a 50-bp DNA ladder marker, and M is a 100-bp DNA ladder marker.</p>
</caption>
<graphic xlink:href="fgene-12-751552-g001.tif"/>
</fig>
<p>Out of total, 97 amplicons were observed for <italic>msp</italic>-<italic>1</italic> and 95 for <italic>msp-2</italic>. In <italic>msp-1</italic>, the highest frequency of K1, MAD20, and RO33 was 44.3% (43/97), 33.0% (32/97), and 23.0% (22/97), respectively (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). In <italic>msp-2</italic>, the FC27 has the highest frequency of 60.0% (57/95), followed by 3D7/IC with 40.0% (38/95) (<xref ref-type="table" rid="T2">Table&#x20;2</xref>). However, no polyclonal infection was observed in <italic>msp-1</italic> and <italic>msp-2</italic>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Genotyping of <italic>Plasmodium falciparum msp-1</italic> in Khyber Pakhtunkhwa.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">MSP-1 (n&#x20;&#x3d;&#x20;97)</th>
<th align="center">Size (bp)</th>
<th align="center">Frequency (%)</th>
<th align="center">No. of alleles</th>
<th align="center">
<italic>p</italic>-Value<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">K1</td>
<td align="char" char="ndash">180&#x2013;250</td>
<td align="char" char="(">43 (44.3)</td>
<td align="center">8</td>
<td rowspan="3" align="char" char=".">0.994</td>
</tr>
<tr>
<td align="left">MAD20</td>
<td align="char" char="ndash">110&#x2013;250</td>
<td align="char" char="(">32 (33.0)</td>
<td align="center">6</td>
</tr>
<tr>
<td align="left">RO33</td>
<td align="char" char="ndash">130&#x2013;190</td>
<td align="char" char="(">22 (23.0)</td>
<td align="center">3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Note. bp, base&#x20;pair.</p>
</fn>
<fn id="Tfn1">
<label>a</label>
<p>The <italic>p</italic>-value represents significance level of allelic variants among different districts.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Genotyping of <italic>Plasmodium falciparum msp-2</italic> in Khyber Pakhtunkhwa.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">MSP-2 (n&#x20;&#x3d;&#x20;95)</th>
<th align="center">Size (bp)</th>
<th align="center">Frequency (%)</th>
<th align="center">No. of alleles</th>
<th align="center">
<italic>p-</italic>Value<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">3D7/IC</td>
<td align="char" char="ndash">400&#x2013;580</td>
<td align="char" char="(">38 (40.0)</td>
<td align="center">9</td>
<td rowspan="2" align="char" char=".">0.963</td>
</tr>
<tr>
<td align="left">FC27</td>
<td align="char" char="ndash">300&#x2013;430</td>
<td align="char" char="(">57 (60.0)</td>
<td align="center">7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Note. bp, base&#x20;pair.</p>
</fn>
<fn id="Tfn2">
<label>a</label>
<p>The <italic>p</italic>-value represents significance level of allelic variants among different districts.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Seventeen alleles were detected in <italic>msp-</italic>1 comprising eight alleles (180&#x2013;350 bp) for K1, six alleles (110&#x2013;250 bp) for MAD20, and three alleles (130&#x2013;190 bp) for RO33. However, 16 alleles were attributed to <italic>msp-2</italic>, with nine alleles (400&#x2013;580 bp) for FC27 and seven alleles (300&#x2013;430 bp) for 3D7/IC. The district-wise details of allelic frequencies are presented in the supplementary materials (<xref ref-type="sec" rid="s11">Supplementary Tables S1, S2</xref>). The expected heterozygosity was 0.98 and 0.97 for <italic>msp-1</italic> and <italic>msp-2</italic>, respectively.</p>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Molecular studies provide an insight into the transmission intensity and genetic variation of parasite population within a region. The genetic diversity may be linked with the cross-border movement of populations living in the Frontier Regions of Pakistan (<xref ref-type="bibr" rid="B12">Ghanchi et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B53">Zakeri et&#x20;al., 2010</xref>). Usually, areas with high malaria transmission are observed to have an extensive genetic diversity (<xref ref-type="bibr" rid="B31">Paul et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B32">Peyerl-Hoffmann et&#x20;al., 2001</xref>). This study provides the basis to explore the genetic diversity of <italic>P. falciparum</italic> in the endemic regions of Khyber Pakhtunkhwa.</p>
<p>In the present study, the number of successfully genotyped samples for <italic>msp-1</italic> was higher as compared with that for <italic>msp-2.</italic> This result is consistent with studies reported from Cote d&#x2019;Ivoire and Gabon (<xref ref-type="bibr" rid="B51">Yavo et&#x20;al., 2016</xref>) and Burkina Faso (<xref ref-type="bibr" rid="B45">Soulama et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B44">Som&#xe9; et&#x20;al., 2018</xref>). However, in contrast, Mohammad et&#x20;al. (<xref ref-type="bibr" rid="B24">2019</xref>) from Ethiopia, <xref ref-type="bibr" rid="B43">Soe et&#x20;al. (2017)</xref> from Myanmar, and <xref ref-type="bibr" rid="B1">A-Elbasit et&#x20;al. (2007)</xref> from Sudan reported a relatively high frequency of <italic>msp-2</italic> genotyped samples. Furthermore, of 192 positive samples for <italic>P. falciparum</italic>, less than half showed an amplicon for <italic>msp-1</italic> (n &#x3d; 97) or <italic>msp-2</italic> (n &#x3d; 95). In previous studies, relatively higher numbers of amplicons were observed for <italic>msp-1</italic> or <italic>msp-2</italic> (<xref ref-type="bibr" rid="B44">Som&#xe9; et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B24">Mohammed et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B9">Eltayeb et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B30">Papa Mze et&#x20;al., 2020</xref>). The nonspecific binding during <italic>P. falciparum</italic> identification by PCR may justify the smaller number of amplicons for <italic>msp-1</italic> and <italic>msp-2</italic> in the current&#x20;study.</p>
<p>It was observed that 17 allelic variants of <italic>msp-1</italic> and 16 of <italic>msp-2</italic> were present in the studied areas. This result is in comparison with a similar study from the south of Pakistan (<xref ref-type="bibr" rid="B12">Ghanchi et&#x20;al., 2010</xref>), Iran, South Africa, Myanmar, Sudan, Senegal, and Thailand (<xref ref-type="bibr" rid="B17">Heidari et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B43">Soe et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B44">Som&#xe9; et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B27">Ndiaye et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B9">Eltayeb et&#x20;al., 2020</xref>). However, in two southern districts Bannu and Kohat of Khyber Pakhtunkhwa, less allelic variants of <italic>P. falciparum</italic> were reported (<xref ref-type="bibr" rid="B21">Khatoon et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B22">Khatoon et&#x20;al., 2012</xref>). Similarly, a study from the hypo-endemic area of Colombia reported only one allele of <italic>msp-1</italic> and three alleles of <italic>msp-2</italic> (<xref ref-type="bibr" rid="B25">Montoya et&#x20;al., 2003</xref>). This difference might be due to low malaria endemicity since higher allele frequencies have been reported with high malaria transmission (<xref ref-type="bibr" rid="B23">Konat&#xe9; et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B45">Soulama et&#x20;al., 2009</xref>), suggesting that malaria endemicity affects the circulating strain number. However, high genetic diversity was observed in the Kingdom of Eswatini, which is regarded as a low transmission area for <italic>P. falciparum</italic> (<xref ref-type="bibr" rid="B35">Roh et&#x20;al., 2019</xref>). Therefore, the genetic diversity may also be attributed to the effects of several factors such as indiscriminate use of long-lasting insecticide-treated nets (LLINs), indoor insecticide spraying, and antimalarial pressure (<xref ref-type="bibr" rid="B45">Soulama et&#x20;al., 2009</xref>).</p>
<p>The K1 and FC27 alleles of <italic>msp-1</italic> and <italic>msp-2</italic> were predominant, respectively. The K1 and FC27 allelic families were previously reported from Kohat district (<xref ref-type="bibr" rid="B22">Khatoon et&#x20;al., 2012</xref>). Nevertheless, the present findings also showed slight discrepancy with the previous studies (<xref ref-type="bibr" rid="B52">Zakeri et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B12">Ghanchi et&#x20;al., 2010</xref>). The current study and previous findings suggest that K1 and FC27 allelic families might have prominent roles in clinical malaria at least in southern Khyber Pakhtunkhwa. However, further in-depth investigation with larger dataset should be carried out to unveil the genetic diversity and prevailing genotypes.</p>
<p>Interestingly, no polyclonal infection was detected in the present study. Malaria treatment policies, geographic isolation, and transmission intensities may result in spatial heterogeneity of <italic>P. falciparum</italic> (<xref ref-type="bibr" rid="B21">Khatoon et&#x20;al., 2010</xref>). Most importantly, the use of highly potent antiplasmodial drugs that kill the asexual blood stage parasites and gametocytes are more likely to decrease parasite transmission and clonal diversity (<xref ref-type="bibr" rid="B46">Targett et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B15">Greenwood et&#x20;al., 2008</xref>). However, in the adjacent districts (Bannu and Kohat) of Khyber Pakhtunkhwa, polyclonal infections were reported previously (<xref ref-type="bibr" rid="B21">Khatoon et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B22">Khatoon et&#x20;al., 2012</xref>). It is worth mentioning that these two districts (Bannu and Kohat) accommodated one million internally displaced persons (IDPs) from tribal areas of North Waziristan Agency (NWA) sharing its border with Afghanistan, which may have introduced new genetically distinct variants of <italic>P. falciparum</italic>. It shows that the huge influx and migration of people between the study area and the neighboring countries like Iran and especially Afghanistan may introduce different alleles of <italic>P. falciparum</italic> into Khyber Pakhtunkhwa province of Pakistan.</p>
<p>Malaria transmission in Pakistan is markedly seasonal and prone to outbreaks, in particular geographical areas, especially Khyber Pakhtunkhwa, Baluchistan, and Sindh province (<xref ref-type="bibr" rid="B50">Yasinzai and Kakarsulemankhel, 2009</xref>). Pakistan is considered to be endemic for malaria, but the precise data on the genetic diversity of malaria in Pakistan are still lacking (<xref ref-type="bibr" rid="B20">Khan et&#x20;al., 2005</xref>). As limitations, a small number of samples were amplified for <italic>msp-1</italic> and <italic>msp-2</italic>, and the use of nested PCR instead of DNA sequencing could possibly underestimate the genetic diversity. Therefore, studies with larger datasets and more robust techniques should be used to explore the genetic diversity in the future. Furthermore, only microscopy-positive samples for <italic>P. falciparum</italic> were further subjected to nested PCR, which is another limitation of the present&#x20;study.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>It was concluded that extensively diverse and polymorphic <italic>P. falciparum</italic> populations of merozoite surface protein 1 (<italic>msp-1</italic>) and 2 (<italic>msp-2</italic>) are present in Khyber Pakhtunkhwa, Pakistan.</p>
</sec>
</body>
<back>
<sec id="s6">
<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/<xref ref-type="sec" rid="s11">Supplementary Material</xref>.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by the recommendation of the Institutional Ethical Review Committee of Kohat University of Science and Technology (KUST), Kohat-26000, Pakistan. Written informed consent to participate in this study was provided by the participants&#x2019; legal guardian/next of&#x20;kin.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>SNK, IA, and SA designed the research study. IA and SA supervised the study. SNK collected and analyzed the data. SNK and RA drafted the manuscript. MR and SN helped during literature search, text incorporation, and table and graph designing. SK, SZ, and RA provided critical comments for the improvement of the manuscript. Finally, all the authors have read and approved the final manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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 sec-type="disclaimer" id="s10">
<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>
<sec id="s11">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2021.751552/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2021.751552/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table2.DOCX" id="SM2" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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