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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">AJPME</journal-id>
      <journal-title-group>
        <journal-title>African Journal of Parasitology, Mycology and Entomology</journal-title>
        <abbrev-journal-title abbrev-type="publisher">Afr. J. Parasitol. Mycol. Entomol.</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">1987-1473</issn>
      <publisher>
        <publisher-name>0000-0000</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.35995/ajpme03020013</article-id>
      <article-id pub-id-type="publisher-id">AJPME-3-13</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Assessment of Malaria Infection Prevalence, Parasite Genetic Diversity, and Prevalence of <italic>Plasmodium falciparum</italic> Resistance Markers During Seasonal Malaria Chemoprevention in Children Living in Sapon&#xE9;, Burkina Faso</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0002-0993-0525</contrib-id>
          <name>
            <surname>Soulama</surname>
            <given-names>Issiaka</given-names>
          </name>
		  <role>PharmD</role>
		  <role>PhD</role>
          <xref rid="af1-AJPME-3-13" ref-type="aff">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Nikiema</surname>
            <given-names>S&#xE9;ni</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af2-AJPME-3-13" ref-type="aff">2</xref>
          <xref rid="af3-AJPME-3-13" ref-type="aff">3</xref>
          <xref rid="af4-AJPME-3-13" ref-type="aff">4</xref>
          <xref rid="c1-AJPME-3-13" ref-type="corresp">*</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ouedraogo</surname>
            <given-names>Oumarou</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af1-AJPME-3-13" ref-type="aff">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sombi&#xE9;</surname>
            <given-names>Salif</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af2-AJPME-3-13" ref-type="aff">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ouedraogo</surname>
            <given-names>Nicolas</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af2-AJPME-3-13" ref-type="aff">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Zour&#xE9;</surname>
            <given-names>Abdou A.</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af1-AJPME-3-13" ref-type="aff">1</xref>
          <xref rid="af3-AJPME-3-13" ref-type="aff">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Serm&#xE9;</surname>
            <given-names>Samuel S.</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af5-AJPME-3-13" ref-type="aff">5</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ouar&#xE9;</surname>
            <given-names>Nathalie</given-names>
          </name>
		  <role>MSc</role>
          <xref rid="af6-AJPME-3-13" ref-type="aff">6</xref>
          <xref rid="af7-AJPME-3-13" ref-type="aff">7</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sawadogo</surname>
            <given-names>Salam</given-names>
          </name>
		  <role>MSc</role>
          <xref rid="af6-AJPME-3-13" ref-type="aff">6</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sawadogo</surname>
            <given-names>Haffsatou</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af8-AJPME-3-13" ref-type="aff">8</xref>
          <xref rid="af9-AJPME-3-13" ref-type="aff">9</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Tchekounou</surname>
            <given-names>Chanolle</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af9-AJPME-3-13" ref-type="aff">9</xref>
          <xref rid="af10-AJPME-3-13" ref-type="aff">10</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ily</surname>
            <given-names>Ra&#xEF;ssa</given-names>
          </name>
		  <role>MSc</role>
          <xref rid="af1-AJPME-3-13" ref-type="aff">1</xref>
          <xref rid="af6-AJPME-3-13" ref-type="aff">6</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Tibiri</surname>
            <given-names>Guill&#xE8;ne Y. N.</given-names>
          </name>
		  <role>MSc</role>
          <xref rid="af1-AJPME-3-13" ref-type="aff">1</xref>
          <xref rid="af9-AJPME-3-13" ref-type="aff">9</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Zour&#xE9;</surname>
            <given-names>Djamila O. A.</given-names>
          </name>
		  <role>MSc</role>
          <xref rid="af1-AJPME-3-13" ref-type="aff">1</xref>
          <xref rid="af6-AJPME-3-13" ref-type="aff">6</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Yanogo</surname>
            <given-names>Julien N.</given-names>
          </name>
		  <role>MSc</role>
          <xref rid="af1-AJPME-3-13" ref-type="aff">1</xref>
          <xref rid="af11-AJPME-3-13" ref-type="aff">11</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Kabore</surname>
            <given-names>Farida C. A.</given-names>
          </name>
		  <role>MSc</role>
          <xref rid="af2-AJPME-3-13" ref-type="aff">2</xref>
          <xref rid="af3-AJPME-3-13" ref-type="aff">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0003-3097-1142</contrib-id>
          <name>
            <surname>Zongo</surname>
            <given-names>Dramane</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af1-AJPME-3-13" ref-type="aff">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0009-0003-3599-9010</contrib-id>
          <name>
            <surname>Moungou</surname>
            <given-names>Ars&#xE8;ne A.</given-names>
          </name>
		  <role>MSc</role>
          <xref rid="af4-AJPME-3-13" ref-type="aff">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Zida</surname>
            <given-names>Adama</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af6-AJPME-3-13" ref-type="aff">6</xref>
          <xref rid="af8-AJPME-3-13" ref-type="aff">8</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0002-6652-4240</contrib-id>
          <name>
            <surname>Badolo</surname>
            <given-names>Athanase</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af4-AJPME-3-13" ref-type="aff">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0002-6895-6725</contrib-id>
          <name>
            <surname>Djigma</surname>
            <given-names>Florencia W.</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af3-AJPME-3-13" ref-type="aff">3</xref>
          <xref rid="af12-AJPME-3-13" ref-type="aff">12</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0002-0415-9161</contrib-id>
          <name>
            <surname>Simpore</surname>
            <given-names>Jacques</given-names>
          </name>
		  <role>PhD</role>
          <xref rid="af3-AJPME-3-13" ref-type="aff">3</xref>
          <xref rid="af12-AJPME-3-13" ref-type="aff">12</xref>
        </contrib>
      </contrib-group>
      <aff id="af1-AJPME-3-13"><label>1</label>Biomedical and Public Health Department, Institut de Recherche en Sciences de la Sant&#xE9; (IRSS), Centre National de 03, BP 7047 Ouagadougou 03, Burkina Faso; <email>soulamacnrfp@gmail.com</email> (I.S.); <email>ouedoumarou.77@gmail.com</email> (O.O.); <email>zabdouazaque@cnrst.gov.bf</email> (A.A.Z.); <email>ilyraissa55@gmail.com</email> (R.I.); <email>tibysnagui@gmail.com</email> (G.Y.N.T.); <email>zoureaicha6@gmail.com</email> (D.O.A.Z.); <email>yanogonas@gmail.com</email> (J.N.Y.); <email>zdramane@gmail.com</email> (D.Z.)</aff>
      <aff id="af2-AJPME-3-13"><label>2</label>Research Department, Centre National de Recherche et de Formation sur le Paludisme (CNRFP), Institut National de Sant&#xE9; Publique (INSP), BP 10278 Ouagadougou, Burkina Faso; <email>salifsombie@yahoo.fr</email> (S.S.); <email>nouedraogo94@gmail.com</email> (N.O.); <email>faridakabore29@gmail.com</email> (F.C.A.K.)</aff>
      <aff id="af3-AJPME-3-13"><label>3</label>Laboratoire de Biologie Mol&#xE9;culaire et de G&#xE9;n&#xE9;tique (LABIOGENE), Universit&#xE9; Joseph KI-ZERBO, Ouagadougou, Burkina Faso; <email>florencia.djigma@gmail.com</email> (F.W.D.); <email>simpore93@gmail.com</email> (J.S.)</aff>
      <aff id="af4-AJPME-3-13"><label>4</label>Laboratoire d&#x2019;Entomologie Fondamentale et Appliqu&#xE9;e (LEFA), Universit&#xE9; Joseph KI-ZERBO, Ouagadougou, Burkina Faso; <email>moudiammoungou@gmail.com</email> (A.A.M.); <email>a.badolo@gmail.com</email> (A.B.)</aff>
      <aff id="af5-AJPME-3-13"><label>5</label>Direction Scientifique, Groupe de Recherche Action en Sant&#xE9;, Ouagadougou, Burkina Faso; <email>sermesame@yahoo.fr</email></aff>
      <aff id="af6-AJPME-3-13"><label>6</label>Unit&#xE9; de Formation et de Recherche en Sciences de la Sant&#xE9; (UFR/SDS), Universit&#xE9; Joseph Ki-ZERBO, Ouagadougou, Burkina Faso; <email>ephiaouare@gmail.com</email> (N.O.); <email>salamsawadog19@gmail.com</email> (S.S.); <email>zidaadama@live.fr</email> (A.Z.)</aff>
      <aff id="af7-AJPME-3-13"><label>7</label>Unit&#xE9; de Recherche Clinique de Nanoro (URCN), Nanoro, Burkina Faso</aff>
      <aff id="af8-AJPME-3-13"><label>8</label>Service de Parasitologie-Mycologie, Centre Hospitalier Universitaire Yalgado Ouedraogo (CHU-YO), Ouagadougou 03, Burkina Faso; <email>haffsasawa@yahoo.fr</email></aff>
      <aff id="af9-AJPME-3-13"><label>9</label>Laboratoire de Biochimie et Immunologie Appliqu&#xE9;es (LABIA), Universit&#xE9; Joseph KI-ZERBO, Ouagadougou, Burkina Faso; <email>chanoltchek@gmail.com</email></aff>
      <aff id="af10-AJPME-3-13"><label>10</label>Institut International des Sciences et Technologie (IISTech), Ouagadougou, Burkina Faso</aff>
      <aff id="af11-AJPME-3-13"><label>11</label>Laboratoire de Biologie et d Ecologie Animale (LBEA), Universit&#xE9; Joseph KI-ZERBO, Ouagadougou, Burkina Faso</aff>
      <aff id="af12-AJPME-3-13"><label>12</label>Centre de Recherche Biomol&#xE9;culaire Pietro Annigoni (CERBA), Ouagadougou, Burkina Faso</aff>
      <author-notes>
        <corresp id="c1-AJPME-3-13"><label>*</label>Corresponding author: <email>seninikiema@yahoo.fr</email> or <email>sjseninikiema@gmail.com</email>&#x37E; Tel.: +226-63709155 or +226-74784434</corresp>
      </author-notes>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-05-08">
        <day>08</day>
        <month>05</month>
        <year>2026</year>
      </pub-date>
      <volume>3</volume>
      <issue>2</issue>
      <elocation-id>13</elocation-id>
      <history>
        <date date-type="received">
          <day>15</day>
          <month>06</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>12</day>
          <month>03</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>&#xA9; 2026 Copyright by Authors.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
          <license-p>Licensed as an open access article using a CC BY 4.0 license.</license-p>
        </license>
      </permissions>
      <abstract>
        <p><bold>Background</bold>: Seasonal Malaria Chemoprevention (SMC), consisting of a combination of sulfadoxine pyrimethamine (SP) and amodiaquine (AQ), aims to reduce morbidity and mortality, in children under five years of age. The present study aims to assess <italic>Plasmodium falciparum</italic>&#x2019;s level of genetic diversity and the dynamics of parasite-resistance-associated mutations during SMC implementation in children living in Sapon&#xE9;, Burkina Faso. <bold>Methods</bold>: The study included 222 children aged 3 to 59 months under SMC in the Sapon&#xE9; health district. Parasite DNA was extracted from the blood spots using the QIAamp<sup>&#xAE;</sup> DNA Blood Mini Kit, and genetic diversity was determined by nested PCR (Polymerase Chain Reaction) of <italic>P. falciparum</italic> msp-1 and msp-2 genes, while molecular markers of resistance were analyzed based on PCR/RFLPs. <bold>Results</bold>: The molecular results showed that the prevalence of malaria infection by PCR averaged 17.43% &#xB1; 0.30 during the SMC. The study revealed a high genetic diversity of the parasite during SMC. The value of the complexity of the <italic>msp-1</italic> and <italic>msp-2</italic> genes decreased during the SMC rounds, reflecting a reduction in malaria transmission during this strategy. The prevalence of single-nucleotide polymorphism mutations associated with SP+AQ (sulfadoxine&#x2013;pyrimethamine + amodiaquine) resistance was very low or nil during our study. However, the prevalence of the <italic>Pfdhfr59</italic> mutation was very high, standing at an average of 91. <bold>Conclusions</bold>: The prevalence of mutations in genes associated with parasite resistance to SP+AQ was low in the study population during SMC. Therefore, the sulfadoxine&#x2013;pyrimethamine drug combination used in SMC still remains appropriate for the treatment of malaria in children under five years old in Burkina Faso.</p>
      </abstract>
      <kwd-group>
        <kwd>Malaria</kwd>
        <kwd><italic>Plasmodium falciparum</italic></kwd>
        <kwd>polymorphism</kwd>
        <kwd>SMC</kwd>
        <kwd>resistance markers</kwd>
        <kwd>Sapon&#xE9;</kwd>
        <kwd>Burkina Faso</kwd>
      </kwd-group>
	  <counts>
        <page-count count="14"/>
      </counts>
	  <custom-meta-group>
        <custom-meta>
          <meta-name>How to cite</meta-name>
          <meta-value>Soulama, I.; Nikiema, S.; Ouedraogo, O.; Sombi&#xE9;, S.; Ouedraogo, N.; Zour&#xE9;, A.A.; Serm&#xE9;, S.S.; Ouar&#xE9;, N.; Sawadogo, S.; Sawadogo, H.; et al. Assessment of Malaria Infection Prevalence, Parasite Genetic Diversity, and Prevalence of <italic>Plasmodium falciparum</italic> Resistance Markers During Seasonal Malaria Chemoprevention in Children Living in Sapon&#xE9;, Burkina Faso. <italic>Afr. J. Parasitol. Mycol. Entomol.</italic> 2026, 3(2): 13; doi:<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.35995/ajpme03020013">10.35995/ajpme03020013</ext-link>.</meta-value>
        </custom-meta>
      </custom-meta-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1-AJPME-3-13">
      <title>1. Background</title>
      <p>Malaria is the deadliest parasitic infection and is transmitted to humans through the bites of infected female Anopheles mosquitoes during their blood meal. Approximately 200 species of <italic>Plasmodium</italic> infect mammals, rodents, birds and amphibians, and at least five species of <italic>Plasmodium</italic> are responsible for malaria in humans. Of these species, <italic>Plasmodium falciparum</italic> is the most widespread, the most dangerous, and is responsible for often fatal complications [<xref ref-type="bibr" rid="B1-AJPME-3-13">1</xref>]. Despite considerable progress in control, this disease remains a public health problem in many regions, particularly in sub-Saharan Africa. In 2024, estimates suggested that there would be 11 million more cases of malaria in 2023 than in 2022 (263 million versus 252 million), with most of this increase occurring in the African region countries [<xref ref-type="bibr" rid="B2-AJPME-3-13">2</xref>]. Indeed, in sub-Saharan Africa, the estimated number of malaria deaths increased by 12% in 2020 compared to 2019. Also, there has been a worldwide increase in the number of deaths related to malaria, with 69,000 more people dying from malaria in 2020 compared to 2019 (627,000 against 558,000). Almost two-thirds (47,000) of these additional malaria deaths resulted from disruptions in malaria prevention, diagnosis, and treatment services during the COVID-19 pandemic [<xref ref-type="bibr" rid="B3-AJPME-3-13">3</xref>]. These figures highlight the consequences of even moderate disruptions to malaria services in a population at risk. More than 80% of deaths are among children under five and during periods of high malaria transmission. Seasonal Malaria Chemoprevention (SMC) was recommended in 2012 by the WHO to reduce morbidity and mortality during periods of high transmission in endemic areas in Africa. This strategy uses sulfadoxine&#x2013;pyrimethamine (SP) in combination with amodiaquine (AQ) and is an effective and promising strategy for controlling malaria in areas characterized by high seasonal malaria transmission [<xref ref-type="bibr" rid="B4-AJPME-3-13">4</xref>]. Implementation of SMC in Burkina Faso began in 2014, along with several other African countries. First implemented in endemic areas, it is now being implemented countrywide. The results of a recent study showed that SMC is a high-potential intervention in Burkina Faso. In conjunction with other interventions, it could contribute to achieving elimination strategies for this disease [<xref ref-type="bibr" rid="B5-AJPME-3-13">5</xref>]. However, based on national statistical data [<xref ref-type="bibr" rid="B6-AJPME-3-13">6</xref>], the number of malaria cases in the target group increased by 22% between 2016 and 2017. </p>
      <p>The increase in the prevalence of infection and the pressure to use SP+AQ since the implementation of SMC therefore suggests the importance of integrating molecular surveillance, particularly genetic diversity and parasite resistance markers. This diversity and these markers of parasite resistance strongly correlate with the dynamics of the level of transmission and could be associated with therapeutic failures.</p>
      <p>The current study was initiated to evaluate the level of genetic diversity and the prevalence of <italic>P. falciparum</italic> resistance markers during SMC in children living in Sapon&#xE9;, Burkina Faso.</p>
    </sec>
    <sec id="sec2-AJPME-3-13">
      <title>2. Materials and Methods</title>
      <sec id="sec2dot1-AJPME-3-13">
        <title>2.1. Study Area</title>
        <p>The study was conducted in Sapon&#xE9;&#x2019;s health district (<xref ref-type="fig" rid="AJPME-3-13-f001">Figure 1</xref>), located in the province of Baz&#xE9;ga, a rural area 50 km southwest of Ouagadougou, the capital of Burkina Faso, between 12&#xB0;13&#x2032; N and 1&#xB0;48&#x2032; W, where malaria is mesoendemic. Malaria transmission in this district is permanent, with a peak during the intense, seasonal rainy season from June to November. Chemoprevention of seasonal malaria has been implemented since 2014 in this area.</p>
		<fig id="AJPME-3-13-f001" position="anchor">
        <label>Figure 1</label>
        <caption>
          <p>Study site, Burkina Faso, 2020.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="image001.png"/>
      </fig>
      </sec>
      <sec id="sec2dot2-AJPME-3-13">
        <title>2.2. Study Population and Sample Collection</title>
        <p>This study involved 222 male and female children aged 3 to 59 months receiving SP+AQ as part of Seasonal Malaria Chemoprevention. Participants were recruited, following a random selection methodology, from villages located in the Sapon&#xE9; health district area. These participants were reviewed during the malaria transmission season and concurrently with the four rounds of the 2020 SMC campaign from July to October. For each patient included in the study, blood samples were taken via finger prick to prepare blood spots on filter paper and blood smears for malaria diagnosis. The filter paper spots were kept in a plastic bag containing silica gel to keep the medium dry, before being inserted into an envelope and transported to the molecular biology laboratory at CNRFP (Centre National de Recherche et de Formation sur le Paludisme) for molecular analysis.</p>
      </sec>
      <sec id="sec2dot3-AJPME-3-13">
        <title>2.3. Asexual <italic>Plasmodium falciparum</italic> Parasite Density and Hemoglobin Level Determination</title>
        <p>Thick and thin blood smears were used for microscopic diagnosis of parasite count in the parasitology laboratory at CNRFP. Thick and thin blood smears were stained with Giemsa. The number of asexual <italic>P. falciparum</italic> parasites was estimated for 200 leucocytes, and parasite density was calculated assuming a mean of 8000 leucocytes per &#x3BC;L of whole blood. A sample was declared negative after examining 200 thick-film fields without observing any asexual parasite. </p>
      </sec>
      <sec id="sec2dot4-AJPME-3-13">
        <title>2.4. <italic>Plasmodium falciparum</italic> DNA Extraction</title>
        <p><italic>Plasmodium falciparum</italic> DNA was extracted from the blood spots using Qiagen<sup>&#xAE;</sup> DNA extraction kits according to the manufacturer&#x2019;s instructions (<uri>https://www.iddo.org/procedure/dna-extraction-qiaamp-dna-mini-kit</uri>, accessed 20 September 2025) and stored at &#x2212;20 &#xB0;C until use.</p>
      </sec>
      <sec id="sec2dot5-AJPME-3-13">
        <title>2.5. <italic>Plasmodium falciparum</italic> Identification by Nested PCR</title>
        <p>The nested PCR method was used for the amplification of <italic>Plasmodium falciparum</italic> DNA sequences. This PCR variant consists of a consecutive series of two PCRs using two different primer pairs (1st amplification and 2nd amplification). The first amplification was performed in a 20 &#x3BC;L reaction volume consisting of 4 &#x3BC;L of 5X FIREPol<sup>&#xAE;</sup> Master Mix Ready to Load, 1 &#x3BC;L of Plu5 primer (5&#x2032; CCTGTTGTTGCCTTAAACTTC 3&#x2032;) at 10 &#x3BC;M, 1 &#x3BC;L Plu6 (5&#x2032; TTAAAATTGTTGCAGTTAAAACG 3&#x2032;) at 10 &#x3BC;M, 13.5 &#x3BC;L of distilled water, and 0.5 &#x3BC;L of parasite DNA to amplify a large portion of the variable region of the desired <italic>P. falciparum</italic> gene. The second amplification was performed using the product of the first, with the same reaction volume and the same components, except for the primer pair Fal1 (5&#x2032; TTAAACTGGTTTGGGAAAACCAAATATATT3&#x2032;) and (5&#x2032;ACACAATGAACTCAATCATGACTACCCGTC3&#x2032;) Fal2 at 1 &#x3BC;L for each primer to amplify a more specific region of the gene. This primer pair (Fal1 and Fal2 at 1 &#x3BC;L) is specific to the region containing the <italic>P. falciparum</italic> gene. After the second PCR amplification, electrophoresis on a 2% agarose gel stained with Redsafe, a fluorescent intercalant, was performed. The amplified DNA containing various clones was then visualized by a UV device. The sample containing a band of 205bp is considered positive for <italic>Plasmodium falciparum</italic>.</p>
      </sec>
      <sec id="sec2dot6-AJPME-3-13">
        <title>2.6. Molecular Genotyping</title>
        <sec id="sec2dot6dot1-AJPME-3-13">
          <title>2.6.1. Search for <italic>msp-1</italic> and <italic>msp-2</italic> Polymorphisms</title>
          <p>The search for polymorphisms on block 2 of <italic>msp-1</italic> and block 3 of <italic>msp-2</italic> was performed via nested PCR using two consecutive PCRs and using specific primer pairs according to a previously described protocol, with slight modifications [<xref ref-type="bibr" rid="B7-AJPME-3-13">7</xref>]. The first nested PCR used a primer pair (sense, antisense) to amplify a large part of the variable region of the desired gene. The second was performed using the product of the first&#x2014;with the same reaction volume and the same components, except for the primer pair (sense, antisense)&#x2014;to amplify a more specific region of the desired gene. A sample was considered to belong to a given allelic family (<italic>msp-1</italic> and <italic>msp-2</italic>) if there was the appearance of at least one band visualized by the ultraviolet transilluminator after electrophoresis on the 2% agarose gel. The presence of multiple fragments or clones of <italic>P. falciparum</italic> was considered a polyclonal infection, and a single allele was considered a monoclonal infection. The complexity of infection (COI) corresponds to the average number of clones or strains of <italic>P. falciparum</italic> in an individual. It is calculated as follows: sum of <italic>P. falciparum</italic> strains presents in infected subjects/number of infected subjects.</p>
        </sec>
        <sec id="sec2dot6dot2-AJPME-3-13">
          <title>2.6.2. Genotyping of Markers Associated with AQ+SP Resistance by PCR/RFLPs</title>
          <p>Evaluation of parasite resistance markers to AQ+SP was also performed by nested PCR followed by enzymatic restriction digestion. The parasite resistance markers analyzed in this study were <italic>Pfdhfr N51I</italic>, <italic>Pfdhfr C59R</italic>, <italic>Pfdhfr S108N</italic>, and <italic>Pfdhfr I164L</italic> for pyrimethamine; <italic>Pfdhps</italic> A437G and <italic>Pfdhps K540E</italic> for sulfadoxine; and <italic>Pfcrt K76T</italic> and <italic>Pfmdr1N86Y</italic> for amodiaquine [<xref ref-type="bibr" rid="B8-AJPME-3-13">8</xref>]. Characterization of the mutations was also performed using specific enzymes and primers previously described in the University of Maryland protocols by Dr. C. Plowe (<uri>http://medschool.umaryland.edu/malaria/protocols/</uri>, accessed 20 September 2025) [<xref ref-type="bibr" rid="B8-AJPME-3-13">8</xref>], with slight modifications. Briefly, two consecutive amplifications were performed in a 25 &#x3BC;L reaction volume consisting of 4 &#x3BC;L of 5X FIREPol<sup>&#xAE;</sup> Master Mix containing (Buffer, dNTP, Mgcl2, Taq polymerase), 1 &#x3BC;L of sense primer (10 &#x3BC;M), 1 &#x3BC;L of antisense primer (10 &#x3BC;M), 13.5 &#x3BC;L of distilled water, and 0.5 &#x3BC;L of parasite DNA. These different amplifications (first and second) followed a unique program (initial denaturation at 95 &#xB0;C for 5 min:1 cycle; denaturation at 95 &#xB0;C for 30 s; hybridization at 60 &#xB0;C for 45 s; elongation at 72 &#xB0;C for 2 min: 30 cycles; and final elongation at 72 &#xB0;C for 10 min, before storage at 4 &#xB0;C), and these reactions were carried out in adherence to the protocol described at <uri>https://solisbiodyne.co/pics/6203</uri> (accessed 20 September 2025)  where one can find the Data Sheet 5x FIREPol Master_Mix 12.5 Mm MgCl2.pdf of the Applied Biosystem 2720 thermal cycler (Part n&#xB0;4369669 Serial N&#xB0; 27250192363). The products of the second PCR were used for enzymatic digestion for resistance mutation detection. This digestion was therefore performed using enzymes specific to each mutation to be analyzed based on the principle of Restriction Fragment Length Polymorphisms (RFLPs). Positive and negative controls were included in each reaction set. Ten microliters of each PCR product were separated by electrophoresis on a 1.5% agarose gel stained with ethidium bromide. The different fragments of the genes (wild-type and mutant) on <italic>Pfdhfr</italic> and <italic>Pfdhps</italic> correspond to the fragment sizes given.</p>
        </sec>
      </sec>
      <sec id="sec2dot7-AJPME-3-13">
        <title>2.7. Ethical Approval</title>
        <p>The research protocol for this study received approval from the Health Research Ethics Committee of Burkina Faso (Deliberation No. 2020-5-092). The decision to participate in the study was the sole responsibility of the child&#x2019;s parent or guardian. All study documents (including our data codes) were kept in a secure location; blood samples were labeled with a unique code without the patient&#x2019;s name to ensure confidentiality.</p>
      </sec>
      <sec id="sec2dot8-AJPME-3-13">
        <title>2.8. Statistical Analysis</title>
        <p>The data were entered and analyzed using EXCEL 2020 and STATA version 13, respectively. EXCEL 2020 was also used for graphical representations. The chi-square test was used for comparison of proportions and means. The threshold for statistically significant differences were set at <italic>p</italic> &#x2C2; 0.05.</p>
      </sec>
    </sec>
    <sec id="sec3-AJPME-3-13" sec-type="results">
      <title>3. Results</title>
      <sec id="sec3dot1-AJPME-3-13">
        <title>3.1. Characteristics of Study Population</title>
        <p>The study involved 222 children aged 3 to 59 months at the time of first visit in six villages of the Sapon&#xE9; health district, namely Banabenbato, Watenga, Damzoussi, Kontenga, Sambsin, and Tanghin. The study population was 13.96% (31/222) female and 86.04% (191/222) male, giving a sex ratio (M/F) of 6.16 in favor of males. The geometric mean of parasite density was 2581.72 parasites/&#xB5;L; 5792.97 parasites/&#xB5;L; 4937.02 parasites/&#xB5;L; and 4112.40 parasites/&#xB5;L from the first to the fourth round, respectively. This average remained stable after the different treatments during the SMC. Axillary temperature was evaluated at 36 &#xB0;C. No significant difference was observed when comparing these clinical and parasitological parameters according to the different passages (<italic>p</italic> &gt; 0.05). <xref ref-type="table" rid="AJPME-3-13-t001">Table 1</xref> (below) presents average age and average temperature data, stratified by gender.</p>
		<table-wrap id="AJPME-3-13-t001" position="anchor">
        <object-id pub-id-type="pii">AJPME-3-13-t001_Table 1</object-id>
        <label>Table 1</label>
        <caption>
          <p>Characteristics of study participants.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th align="center" valign="middle" style="border-top:solid thin"> </th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Male</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Female</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">
                <italic>p</italic>
              </th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"> </td>
              <td align="center" valign="middle" style="border-bottom:solid thin">86% (191/222)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">14% (31/222)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">&lt;0.05</td>
            </tr>
            <tr>
              <td align="center" valign="middle">Average age (Months)</td>
              <td align="center" valign="middle">29.75</td>
              <td align="center" valign="middle">35.71</td>
              <td align="center" valign="middle">&lt;0.05</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Average temperature (&#xB0;C)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">36.40</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">36.04</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">&gt;0.05</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      </sec>
      <sec id="sec3dot2-AJPME-3-13">
        <title>3.2. Prevalence of <italic>P. falciparum</italic> Infection</title>
        <p>Blood samples that were tested and confirmed to be positive for <italic>P. falciparum</italic> by nested PCR were used for the characterization of parasite polymorphisms and mutation detection from associated genes with SP-AQ resistance. <italic>Plasmodium falciparum</italic> infection was estimated at 6%, 3%, 30%, and 38% from the first to last round at day 0, giving an overall mean PCR malaria prevalence of 19.25% in our study.</p>
      </sec>
      <sec id="sec3dot3-AJPME-3-13">
        <title>3.3. Frequency of <italic>msp-1</italic> and <italic>msp-2</italic> Allelic Families</title>
        <p>The frequencies of the allelic families of the <italic>msp1</italic> and <italic>msp2</italic> genes were determined during the different SMC runs in our study (<xref ref-type="fig" rid="AJPME-3-13-f002">Figure 2</xref>). The frequencies of the <italic>k1</italic> and <italic>ro33</italic> alleles of <italic>msp1</italic> were predominant in the first and last two rounds, respectively (69.23%; 83.33% and 98.15%; 98.18%). The frequency of the <italic>ro33</italic> allele increased significantly over the four SMC rounds. However, the frequencies of the <italic>k1</italic> and <italic>mad20</italic> allelic families were not statistically different (<italic>p</italic> &gt; 0.05) over the rounds despite a decreasing trend (<xref ref-type="fig" rid="AJPME-3-13-f002">Figure 2</xref>a). As for the <italic>msp2</italic> allelic families, the frequencies of 3D7 and FC27 were comparable, standing at 72.73% and 67.64% (<italic>p</italic> = 0.8), respectively, for the first run of the SMC. These FC27 and 3D7 frequencies were predominant from the second run onwards. No statistically significant difference was observed across passages (<italic>p</italic> = 0.6); however, the 3D7 frequency generally increased, while FC27 decreased during SMC. For data on the <italic>msp2</italic> gene allelic families, see <xref ref-type="fig" rid="AJPME-3-13-f002">Figure 2</xref>b. </p>
		<fig id="AJPME-3-13-f002" position="anchor">
        <label>Figure 2</label>
        <caption>
          <p>Allele frequencies of the <italic>msp1</italic> (<bold>a</bold>) and <italic>msp2</italic> (<bold>b</bold>) genes in the population during SMC.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="image002.png"/>
      </fig>
        <p>Individual alleles for <italic>the msp-1</italic> and <italic>msp-2</italic> genes were analyzed in the parasite population according to base pair size. For the <italic>msp-1</italic> gene, individual k1 alleles were the most diverse, with eight (8) individual alleles identified compared to mad20 and ro33, which had five (5) and four (4) strains, respectively; thus, we found a total of seventeen different strains for the <italic>msp1</italic> gene. Twenty-three (23) different fragments of <italic>msp-2</italic> were characterized, including ten different fragments for the FC27 allele and thirteen (13) fragments for the 3D7 allelic family.</p>
      </sec>
      <sec id="sec3dot4-AJPME-3-13">
        <title>3.4. Complexity and Polyclonality of Infection During SMC</title>
        <p>The frequency of polyclonality, defined as the proportion of children with more than one clone (allele) of <italic>Plasmodium falciparum</italic> at <italic>msp1</italic>, was 61.54%, 83.33%, 51.02%, and 44% from the first to the last passage of the SMC, respectively. As for the <italic>msp-2</italic> gene, polyclonal-type infections were estimated at 63.64%, 66.67%, 38.46%, d 29% from the first to the last round, respectively. This polyclonality of <italic>msp-1</italic> and <italic>msp-2</italic> was not statistically different during SMC (<italic>p</italic> &gt; 0.05) and tended to decrease. In our study, the complexity of infections for <italic>msp-1</italic> and <italic>msp-2</italic> were (1.9; 2.1; 1.8; 1.7) and (1.6; 2.1; 1.5; 1.3) from the first to the last round, respectively. We observed a peak in the complexity of <italic>msp-1</italic> and <italic>msp-2</italic> gene infections in the second round. However, a downward trend in the complexity of <italic>msp-1</italic> and <italic>msp-2</italic> gene infections was observed from the third round to the fourth round. There was no significant difference in the evolution of the complexity of infection (COI) between the first and fourth rounds (<italic>p</italic> &gt; 0.05). These data are shown in <xref ref-type="fig" rid="AJPME-3-13-f003">Figure 3</xref>.</p>
		<fig id="AJPME-3-13-f003" position="anchor">
        <label>Figure 3</label>
        <caption>
          <p>Evolution of complexity (<bold>a</bold>) and polyclonality of <italic>msp-1</italic> (<bold>b</bold>) and <italic>msp-2</italic> (<bold>c</bold>) during SMC.</p>
        </caption>
		<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="image003.png"/>
      </fig>
      </sec>
      <sec id="sec3dot5-AJPME-3-13">
        <title>3.5. Prevalence of Resistance Genes Associated with SP+AQ Resistance</title>
        <p>The frequencies of mutations in the genes associated with parasite resistance to QA and SP (<italic>Pfcrt</italic> and <italic>Pfmdr1</italic> and <italic>Pfdhfr</italic> and <italic>Pfdhps</italic>, respectively) were assessed during SMC. The prevalence of the <italic>PfcrtK76</italic>T and <italic>Pfmdr1-N86Y</italic> mutations was very low or nil during SMC in our study. Indeed, the <italic>PfcrtK76T</italic> frequency was null during the first two passages. However, the prevalence of <italic>PfcrtK76T</italic> mutations was 6.12% and 7.27, respectively, for passages 3 and 4. <italic>Pfdhfr</italic> 51,108,164; <italic>Pfdhps</italic> 437,540; <italic>Pfdhfr</italic> (51, 59); <italic>Pfdhfr</italic> (51, 108); <italic>Pfdhfr</italic> (59, 108); and <italic>Pfdhfr</italic> (51, 59, 108) triple mutations&#x2014;as well as <italic>Pfdhfr</italic> (51, 59, 108) and <italic>Pfdhps</italic> (437, 540) quintuple mutations&#x2014;had very low or negligible or null proportions (<xref ref-type="table" rid="AJPME-3-13-t002">Table 2</xref>). However, the prevalence of mutation on codon 59 of the <italic>Pfdhfr</italic> gene was high in all four passages (&gt;83.33%).</p>
		<table-wrap id="AJPME-3-13-t002" position="anchor">
        <object-id pub-id-type="pii">AJPME-3-13-t002_Table 2</object-id>
        <label>Table 2</label>
        <caption>
          <p>Prevalence of SNPs in genes associated with SP+AQ resistance.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Gene Mutation</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Round 1</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Round 2</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Round 3</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Round 4</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">
                <italic>p</italic>
              </th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">
                <italic>PfcrtK76T</italic>
              </td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">(6.12%) </td>
              <td align="center" valign="middle" style="border-bottom:solid thin">(7.41%)</td>
              <td rowspan="13" align="center" valign="middle" style="border-bottom:solid thin">
                <bold>&gt;0.05</bold>
              </td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">
                <italic>Pmdr1-N86Y</italic>
              </td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (7.69)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhfr</italic> N51I</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (7.69%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (16.67%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1(2.04%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (1.85%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhfr</italic> C59R</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">12 (92.31%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">5 (83.33%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">46 (93.88%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">51 (94.44%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhfr</italic> S108N</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">6 (12.24%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0(0%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhfr</italic> I164L</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2 (4.08%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (1.84%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhps</italic> A437G</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2 (15.36%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (2.04%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3 (5.56%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhps</italic> S540E</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0(00%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (1.85%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhfr</italic> (51, 59)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (7.69%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (16.67%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (2.04%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (1.85%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhfr</italic> (51, 108)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (2.04%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhfr</italic> (59, 108)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (2.04%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhfr</italic> (51, 59, 108)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1 (2.04%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>Pfdhfr</italic> (51, 59, 108) dhps437-540</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0 (0%)</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      </sec>
    </sec>
    <sec id="sec4-AJPME-3-13" sec-type="discussion">
      <title>4. Discussion</title>
      <p><italic>Plasmodium falciparum</italic> has a high genetic polymorphism that confers the ability to develop multidrug resistance or to bypass vaccines. The emergence and spread of resistant strains is an obstacle in the fight against malaria [<xref ref-type="bibr" rid="B9-AJPME-3-13">9</xref>]. A better knowledge of the circulating strains of <italic>P. falciparum</italic> would be an important element in the adjustment of control strategies for this parasite [<xref ref-type="bibr" rid="B10-AJPME-3-13">10</xref>]. Furthermore, this genetic diversity determines the level of malaria transmission, providing baseline data for any drug efficacy trials and the ability to implement vaccine-based control methods. The surface proteins msp-1 and msp-2 are widely used to study allelic diversity and frequency of <italic>P. falciparum</italic> highly correlated with the level of transmission [<xref ref-type="bibr" rid="B11-AJPME-3-13">11</xref>]. They also represent a discriminatory tool for the distinction between new and recrudescent infections [<xref ref-type="bibr" rid="B12-AJPME-3-13">12</xref>] during drug efficacy studies. The <italic>msp1</italic> and <italic>msp2</italic> genes have three allelic families (mad20, k1, and ro33) and two allelic families (3D7 and FC27), respectively. Our study showed an increase and decrease in the prevalence of the ro33 and (k1, mad20) alleles, respectively. The k1 and ro33 families were predominant in the first two rounds and the last two rounds, respectively. However, studies have shown that the <italic>k1</italic> allelic family can be predominant, followed by the <italic>mad20</italic> allelic family, with values of 77.4% and 100%, respectively [<xref ref-type="bibr" rid="B13-AJPME-3-13">13</xref>]. This variability indicates that the two genes, <italic>msp-1</italic> and <italic>msp-2</italic>, are highly polymorphic in <italic>P. falciparum</italic> strains, especially those in Africa, with some variations related to malaria epidemiological areas [<xref ref-type="bibr" rid="B14-AJPME-3-13">14</xref>]. Various studies have shown that the genetic diversity of <italic>P. falciparum</italic> populations varies according to the intensity of malaria transmission in endemic areas and that it is only higher in hyperendemic areas than in low-endemicity areas [<xref ref-type="bibr" rid="B15-AJPME-3-13">15</xref>]. Thus, a limitation of this study is the fact that we measured the genetic diversity of parasite populations by using markers based on DNA band size. This is a limitation because fragments of the same size (not identical) may be considered identical, giving a false impression of similarity. Within allele families, alleles of the same size may have different amino acid profiles. Indeed, it has been reported that alleles of the same size and allele family are not necessarily identical [<xref ref-type="bibr" rid="B16-AJPME-3-13">16</xref>]. Nevertheless, these <italic>msp-1</italic> and <italic>msp-2</italic> gene markers remain good polymorphism markers, and they can be successfully used to characterize populations of genetic strains of <italic>P. falciparum</italic>. Allelic variation and the presence of common alleles could be better explored by sequencing.</p>
      <p>The two aforementioned markers (<italic>msp-1 and msp-2</italic>) allow for the establishment of a relationship between parasite polymorphism and the most commonly observed and measurable signs of malaria, such as temperature, parasitemia, and hemoglobin levels [<xref ref-type="bibr" rid="B17-AJPME-3-13">17</xref>]. Several studies have shown an association between the prevalence of certain clones, allelic families of the parasite, and clinical signs of disease [<xref ref-type="bibr" rid="B7-AJPME-3-13">7</xref>,<xref ref-type="bibr" rid="B12-AJPME-3-13">12</xref>,<xref ref-type="bibr" rid="B17-AJPME-3-13">17</xref>]. The <italic>mad20</italic> and <italic>k1</italic> allelic families are thought to increase the risk of developing symptomatic malaria [<xref ref-type="bibr" rid="B18-AJPME-3-13">18</xref>]. In Gabon, a significant association between the <italic>mad20</italic> allelic family and malaria severity was observed by Bouyou-Akotet et al. in 2015 [<xref ref-type="bibr" rid="B19-AJPME-3-13">19</xref>]. A study conducted in France by Guiana by Ariey et al. showed an overrepresentation of msp1 (B-K1) alleles that was much greater in severe malaria than in simple malaria, similar to Ariey et al.&#x2019;s research from 2001 [<xref ref-type="bibr" rid="B20-AJPME-3-13">20</xref>]. Our study showed a decrease in <italic>mad20</italic> and <italic>k1</italic>, and this could therefore represent an advantage for children positive for <italic>P. falciparum</italic> infection. </p>
      <p>As for the <italic>msp2</italic> gene, the severity of malaria is related to the prevalence of specific clone types as well. In our study, FC27 and 3D7 frequencies were predominant in the second and last two rounds, respectively. The 3D7 frequency generally increased, while FC27 decreased during the SMC. This decrease in FC27 prevalence could also be advantageous for <italic>P. falciparum</italic>-positive children. Indeed, one study has shown that the FC27 allelic family is significantly more associated with low hemoglobin values [<xref ref-type="bibr" rid="B17-AJPME-3-13">17</xref>]. A study conducted in Papua New Guinea showed this association between the <italic>msp-2</italic>-FC27 parasite carriage and disease severity [<xref ref-type="bibr" rid="B21-AJPME-3-13">21</xref>]. Concerning the <italic>msp2</italic>-3D7 allelic family, a study in Gabon showed a higher frequency of the 3D7 allelic family in asymptomatic infections compared to symptomatic infections. Predominance of 3D7 genotypes was also observed in severe cases without severe anemia when compared to severe cases with severe anemia [<xref ref-type="bibr" rid="B22-AJPME-3-13">22</xref>]. However, analysis of the results revealed that the frequency of 3D7 parasite forms was not different between severe and non-severe cases [<xref ref-type="bibr" rid="B14-AJPME-3-13">14</xref>]. </p>
      <p>According to numerous studies conducted in different localities, knowledge on the association between parasite genetic diversity and malaria symptomatology remains limited due to discrepancies in findings [<xref ref-type="bibr" rid="B17-AJPME-3-13">17</xref>]. Polyclonality represents the proportion of children with more than one <italic>P. falciparum</italic> clone, and this polyclonality determines the degree of complexity, defined as the average number of parasite genotypes present in a subject. The higher the polyclonality in subjects, the higher the complexity of the disease. The results of this study show a reduction in polyclonality during SMC and therefore indicate a decrease in the multiplicity of infections of the <italic>msp-1</italic> and <italic>msp-2</italic> genes, which would represent an advantage in treatment. Complexity is also related to the severity of <italic>P. falciparum</italic> infection, because multiple infections (especially those of high complexity) could reflect a failure of immune protection. The presence of several distinct clones at once results in an overload of the immune response that becomes ineffective [<xref ref-type="bibr" rid="B23-AJPME-3-13">23</xref>,<xref ref-type="bibr" rid="B24-AJPME-3-13">24</xref>]. Results from one study also showed that high complexity can contribute to the severity of malaria anemia [<xref ref-type="bibr" rid="B25-AJPME-3-13">25</xref>]. The variability in the complexity of malaria infection, as well as the impact of the environment on the biology of the parasite and the mosquito, makes it quite difficult not only to control malaria but also to generalize the results, hence the need for better knowledge of both local and regional genetic diversity of the parasite and the vector [<xref ref-type="bibr" rid="B14-AJPME-3-13">14</xref>].</p>
      <p>Resistance to AQ and its metabolite has been linked to <italic>Pfcrt76T</italic> and <italic>Pfmdr1-N86Y</italic> mutations [<xref ref-type="bibr" rid="B22-AJPME-3-13">22</xref>,<xref ref-type="bibr" rid="B26-AJPME-3-13">26</xref>]. In our study, the prevalence of the <italic>Pfcrt76T</italic> mutation is null during the first round and sets in from the third round onwards. The prevalence of the <italic>Pfmdr1-N86Y</italic> mutation was 7.67% in the first round and null for the three subsequent rounds. The prevalence of these <italic>Pfmdr1-N86Y</italic> and <italic>Pfcrt76T</italic> mutations remained low overall in our study, thus indicating that SMC remains appropriate for use in the treatment and prevention of malaria in children under five during the period of high transmission. This occurrence of <italic>Pfcrt76T</italic> mutation could be explained by non-compliance with the normal indicated dose, as well as the treatment duration, which could promote mutations associated with drug resistance [<xref ref-type="bibr" rid="B27-AJPME-3-13">27</xref>,<xref ref-type="bibr" rid="B28-AJPME-3-13">28</xref>]. Most mothers in rural settings are illiterate and have difficulty assimilating instructions on how to take drugs given by health workers [<xref ref-type="bibr" rid="B4-AJPME-3-13">4</xref>,<xref ref-type="bibr" rid="B29-AJPME-3-13">29</xref>]. It has also been shown that parasites combining both <italic>Pfcrt</italic>76T and <italic>Pfmdr1-N86Y</italic> mutations are resistant to 4-aminoquinolines and associated with clinical failure of AQ treatment [<xref ref-type="bibr" rid="B27-AJPME-3-13">27</xref>], with a possible negative impact on the efficacy of SMC. In our study, we did not find strains combining both mutated genes (<italic>PfcrtK</italic>76T+<italic>Pfmdr1</italic>-N86Y). Also, in a recent study (meta-analysis), the <italic>Pfmdr1-N86Y</italic> allele was identified as an independent risk factor for occurrence of recrudescence, and therefore, this selective pressure should be carefully monitored [<xref ref-type="bibr" rid="B30-AJPME-3-13">30</xref>]. In such a context, even if the selected strains are not associated with treatment failures, this could compromise the efficacy of SP+AQ in the future (when mutant strains will be predominant in the area) by decreasing susceptibility to AQ in areas that have experienced high chloroquine resistance, such as Burkina Faso.</p>
      <p>In this study, only a high prevalence of <italic>Pfdhfr59</italic> was recorded&#x2014;92.31%, 83.33%, 93.88%, and 94.44% during round 1, round 2, round 3, and round 4, respectively. A high prevalence of this <italic>Pfdhr59</italic> mutation during SMC implementation was found 99.9% of participants in a study conducted in Mali  in 2014, and almost all samples (98.8%) in children carried the <italic>Pfdhfr</italic>C59R mutation at baseline [<xref ref-type="bibr" rid="B31-AJPME-3-13">31</xref>]. This is why the author states that this mutation is no longer relevant for monitoring sulfadoxine&#x2013;pyrimethamine resistance. These results are consistent with those obtained at other sites in Mali and other Sahelian countries [<xref ref-type="bibr" rid="B32-AJPME-3-13">32</xref>,<xref ref-type="bibr" rid="B33-AJPME-3-13">33</xref>,<xref ref-type="bibr" rid="B34-AJPME-3-13">34</xref>]. The other <italic>Pfdhfr</italic> (51, 108, 164) and <italic>Pfdhps</italic> (437, 540) mutations were very poorly represented, negligible, or absent in our study. Our samples had very few triple mutations (0.25%) and no quintuple mutations. The quintuple mutation is known to be strongly associated with clinical failure of therapy [<xref ref-type="bibr" rid="B32-AJPME-3-13">32</xref>]. <italic>Pfdhps</italic>S540E and <italic>Pfdhps</italic>A437G mutation prevalence is most commonly used to monitor <italic>P. falciparum</italic>&#x2019;s resistance to sulfadoxine. On the other hand, the role of mutations at certain positions, such as <italic>dhps-436</italic>, <italic>dhps-581</italic>, and <italic>dhps-613</italic>, is described as less clear compared to treatment failure, due to their low prevalence in Africa. One can explain why these mutations have received less attention [<xref ref-type="bibr" rid="B35-AJPME-3-13">35</xref>]. A study carried out in the Democratic Republic of Congo showed that mutations in dhps-437 and dhps-540 were strongly associated with treatment failure, and this relationship depended on parasitaemia [<xref ref-type="bibr" rid="B35-AJPME-3-13">35</xref>]. Patients carrying the <italic>dhps</italic> (437, 540) mutation had an absolute risk of therapeutic failure on day 14 that was 19% higher than that of subjects without an y mutation, according to this study. In contrast, subjects with high parasitaemia had an 80% higher absolute risk of treatment failure than subjects with the <italic>dhps</italic> mutation. High parasitaemia could be a sign of low partial immunity, and the greater effect of these mutations associated with high parasitaemia could be due to the immune system&#x2019;s inability to eliminate resistant parasites. These results therefore suggest that resistance may have a greater influence in less immune patients [<xref ref-type="bibr" rid="B35-AJPME-3-13">35</xref>], particularly in children under the age of five. However, due to the evolution of genomic tools, nowadays, those above this age and with the <italic>dhfr</italic> and <italic>dhps</italic> mutations should be considered of interest. The WHO recommendation anticipated alternative drugs for intermittent preventive treatment in case the prevalence of Pfdhps 540E mutant parasites exceed 50%. Countries in East and Central Africa are now grappling with a high prevalence of triple mutants. The absence of quintuple mutations, therefore, confirms that SMC still remains an appropriate malaria chemoprevention tool in children under five years of age during the period of high transmission in Burkina Faso. However, high-frequency individual mutations such as <italic>Pfdhfr59</italic> threaten the efficacy of the sulfadoxine&#x2013;pyrimethamine combination, which is also the combination used for intermittent preventive treatment of women in the last two trimesters of pregnancy.</p>
    </sec>
    <sec id="sec5-AJPME-3-13" sec-type="conclusions">
      <title>5. Conclusions</title>
      <p>This study on parasite diversity and resistant molecular assessment during SMC allowed us to provide data indicating a high genetic diversity of the parasite by the analysis of allelic families with a predominance of the Ro33 allele of msp-1 and 3D7 for msp-2. A reduction in the multiplicity and polyclonality of infection, reflecting a decrease in parasite polymorphism during SMC, was observed, thus indicating a positive effect of this strategy in the treatment and prevention of malaria in children. These data also show a trend towards a reduction in the complexity of infection associated with the level of malaria transmission, which could be considered a beneficial effect of SMC in the children from Sapon&#xE9; comprising the study population. The prevalence of mutations in the genes (<italic>Pfcrt</italic> and <italic>Pfmdr1</italic>) associated with parasite resistance to AQ and in the genes (<italic>Pfdhfr</italic> and <italic>Pfdhps</italic>) associated with resistance to SP remained low or negligible or non-existent during SMC. This shows that the combination molecules used during SMC (SP+AQ) remain appropriate for the prevention of malaria in children under five during periods of high transmission. Finally, our study once again demonstrates the importance of molecular tools in malaria surveillance, as well as the importance of considering malaria molecular surveillance as a priority to accompany malaria control and elimination.</p>
    </sec>
  </body>
  <back>
    <notes>
      <title>Author Contributions</title>
      <p>I.S., J.S., O.O., and F.W.D. designed and produced the study. I.S., S.N., S.S. (Salif Sombi&#xE9;), S.S.S., F.W.D. and A.A.Z. wrote the original draft. S.N., S.S. (Salif Sombi&#xE9;), S.S.S., N.O (Nicolas Ouedraogo), and S.S. (Salam Sawadogo): carried out the sample collection in the field and the molecular analyses in the laboratory. I.S. and S.N. carried out the data analysis. I.S., J.S., A.B., F.W.D., A.A.Z., and O.O. supervised, revised, and contributed to the manuscript. All authors, including H.S., C.T., R.I., G.Y.N.T., D.O.A.Z., J.N.Y., F.C.A.K., D.Z., A.A.M., and A.Z., have read and agreed to the published version of the manuscript.</p>
    </notes>
	<notes>
      <title>Funding</title>
	  <p>The research was not funded by an external funding company; rather, it was personally funded by the authors.</p>
    </notes>
    <notes>
      <title>Informed Consent Statement</title>
      <p>Written informed consent was obtained from participants and the parents or legal guardians of all child participants before enrolment. All health concerns were treated free of charge according to the local standards of care.</p>
    </notes>
    <ack>
      <title>Acknowledgments</title>
      <p>We are grateful to all participants and parents or legal guardians of all the children who took part in this study. We also thank the staff of the Centre National de Recherche et de Formation sur le Paludisme, CNRFP, and the community health agents who contributed to the realization of this study.</p>
    </ack>
    <notes notes-type="COI-statement">
      <title>Conflicts of Interest</title>
      <p>The authors declare that they have no competing interests. There are no conflicts of interest between the authors and producers of the products because we only intend to use these products for the advancement of knowledge.</p>
    </notes>
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