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  <front>
    <journal-meta id="journal-meta-1">
      <journal-id journal-id-type="nlm-ta">Biomedical Research and Therapy</journal-id>
      <journal-id journal-id-type="publisher-id">Biomedpres</journal-id>
      <journal-id journal-id-type="journal_submission_guidelines">http://www.bmrat.org/</journal-id>
      <journal-title-group>
        <journal-title>Biomedical Research and Therapy</journal-title>
      </journal-title-group>
      <publisher>
        <publisher-name>Biomedpress</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta id="article-meta-1">
      <title-group>
        <article-title id="article-title-acb4f36804f4f63aeb7925ebe2aef185">
          <bold id="strong-1">Evaluation of <italic id="emphasis-1">Plasmodium falciparum </italic> K13 gene polymorphism and susceptibility to dihydroartemisinin in an endemic area</bold>
          <bold id="strong-2"> </bold>
        </article-title>
      </title-group>
      <contrib-group>
        <contrib id="contrib-4b23a24416bfb91f0c9ffa479f0ce7f0" corresp="true">
          <name id="name-f04fabb769a769d49638d58f9c41a262">
            <surname>Dokunmu</surname>
            <given-names>Titilope M.</given-names>
          </name>
          <email>titilope.dokunmu@covenantuniversity.edu.ng</email>
          <xref id="xref-1a3f3d2a0890b034b4b14cfd685dc294" rid="aff-37773b2135a0deba7af5ee370959bdc2" ref-type="aff"/>
        </contrib>
        <contrib id="contrib-f3207a2d57517b7334c002cb2907c456">
          <name id="name-42ee3ab7f0204b7010c77bb809e05d78">
            <surname>Olasehinde</surname>
            <given-names>Grace I.</given-names>
          </name>
          <xref id="xref-d9b7c1ff85711eaa5579057d154f938a" rid="aff-40356be8bc3f01f6b30f79cccec5ceaf" ref-type="aff"/>
        </contrib>
        <contrib id="contrib-8f5c828890bd4c38a4b2359e0f0ab71a">
          <name id="name-75d637b1a146414031832bdfa9513991">
            <surname>Oladejo</surname>
            <given-names>David O.</given-names>
          </name>
          <xref id="xref-2fa532ff988530ac300e782a771f26a1" rid="aff-37773b2135a0deba7af5ee370959bdc2" ref-type="aff"/>
        </contrib>
        <contrib id="contrib-dc2a4e1495f17a5afb7355692df1b3fb">
          <name id="name-aa5a0b0b64aecb0beaaf30bc88019d93">
            <surname>Adjekukor</surname>
            <given-names>Cynthia U.</given-names>
          </name>
          <xref id="xref-e5f423077d0e3cf8242c47769033ddb6" rid="aff-37773b2135a0deba7af5ee370959bdc2" ref-type="aff"/>
        </contrib>
        <contrib id="contrib-628014f311c39dae835b56d46c781375">
          <name id="name-2d7da4fa09a72cc30ff06194a955905e">
            <surname>Akinbohun</surname>
            <given-names>Adesola E.</given-names>
          </name>
          <xref id="xref-8f5a549c2c36d3f34ecab02298a8c7f4" rid="aff-37773b2135a0deba7af5ee370959bdc2" ref-type="aff"/>
        </contrib>
        <contrib id="contrib-d60cc77fad4ec6b0b75d13a432e30312">
          <name id="name-fbdfbfc3d763b58cc33000974836a3c1">
            <surname>Onileere</surname>
            <given-names>Olabode A.</given-names>
          </name>
          <xref id="xref-e87c3293556ddde1c63893a8d14d6344" rid="aff-40356be8bc3f01f6b30f79cccec5ceaf" ref-type="aff"/>
        </contrib>
        <contrib id="contrib-9acc698c2e29d876d7eac349439e3c07">
          <name id="name-4bc16c148c4b54fd0a9e790792293792">
            <surname>Eze</surname>
            <given-names>Chisom J.</given-names>
          </name>
          <xref id="xref-b8e9fb0e6f8bed58afb06cbd737c1c02" rid="aff-37773b2135a0deba7af5ee370959bdc2" ref-type="aff"/>
        </contrib>
        <contrib id="contrib-42460d1293aa8c216d35d4dcc14125c7">
          <name id="name-cb028285b849e6b17285724d4769e980">
            <surname>Jir</surname>
            <given-names>Grace S.</given-names>
          </name>
          <xref id="xref-0c14a8631939f0b6995217a8c548b1e5" rid="aff-37773b2135a0deba7af5ee370959bdc2" ref-type="aff"/>
        </contrib>
        <aff id="aff-37773b2135a0deba7af5ee370959bdc2">
          <institution>Department of Biochemistry, Covenant University, Km 10 Idiroko road, Canaanland, Ota, 23401, Nigeria</institution>
        </aff>
        <aff id="aff-40356be8bc3f01f6b30f79cccec5ceaf">
          <institution>Biological Sciences Department, Covenant University, Nigeria</institution>
        </aff>
      </contrib-group>
      <abstract id="abstract-f01785d9f548705385f062616237edad">
        <title id="abstract-title-a4f23fa4a0204f8eb636897a06c18ee4">Abstract</title>
        <p id="paragraph-c53c0c669d992204c1309ea579f5deef"><bold id="strong-7c9f120f712403b0bcdffa5a3bed3e27">Introduction:</bold>  <italic id="emphasis-ebb038e9a0e552e0a769f869c898dea3">Plasmodium falciparum</italic> has developed resistance to artemisinin drugs in Southeast Asia, and its reduced sensitivity has been reported in other regions. This study aims to determine parasite susceptibility to the bioactive form of artemisinin derivatives- dihydroartemisinin (DHA)-, and to detect the K13 polymorphism in isolates from an endemic area of Nigeria. <bold id="strong-18eaa472f12d7c3b9722d26d7ebdf71e">Methods: </bold> <italic id="emphasis-2">Ex-vivo</italic> response in 55 parasites isolates obtained from malaria-positive patients were exposed to pulse<italic id="emphasis-5"> </italic>DHA concentration and cultured for 66 hours <italic id="emphasis-6">ex-vivo.</italic> Parasite ring stage survival (RSA<sub id="subscript-1"><italic id="emphasis-8">ex-vivo</italic></sub>) relative to unexposed matched control was determined by microscopy, and parasite growth was compared using Mann-Whitney U-test at a significance level of P&lt;0.05. The Kelch propeller gene was amplified using specific primers, then sequenced and analyzed for single nucleotide polymorphisms (SNPs), which were compared to reference PF3D7_1343700. <bold id="strong-3">Results:</bold> Overall, 151 of 375 (40.2%) individuals were positive during the study period. In 55 selected isolates, there was increased growth in unexposed wells but growth was inhibited in DHA-exposed wells, with growth rate between 14.9 – 96.7%. The mean RSA<sub id="subscript-2"><italic id="emphasis-9">ex-vivo</italic></sub> value was 0.18 ± 0.09%, 95% CI (0.15-0.20). There was no significant mutation of the K13 gene in the parasite isolates evaluated. <bold id="strong-4">Conclusions: </bold> <italic id="emphasis-10">Plasmodium falciparum </italic> isolates from this endemic area show high sensitivity to dihydroartemisinin <italic id="emphasis-11">ex-vivo</italic>, with no mutations conferring artemisinin resistance. Continuous monitoring of parasite susceptibility to artemisinin combination drugs should be intensified to reduce chances of artemisinin resistance in endemic areas. </p>
      </abstract>
      <kwd-group id="kwd-group-1">
        <kwd>Artemisinin resistance</kwd>
        <kwd>Kelch propeller gene</kwd>
        <kwd>Nigeria</kwd>
        <kwd>Plasmodium falciparum</kwd>
        <kwd>RSA</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec>
      <title id="title-6e65e4610548d69dcf1ad4fd5e921e41">Introduction</title>
      <p id="paragraph-2b6baec5dabda79adb7e51ca5149309a">Artemisinin combination treatments (ACTs) have been widely adopted for the treatment of falciparum malaria control globally <xref id="xref-7b6e0a77c7cbef223b1d0db357e921da" rid="306443:6791249" ref-type="bibr">1</xref>. However, in some areas in Southeast (SE) Asia, artemisinin-resistant parasites have emerged<xref rid="306443:6791237" ref-type="bibr">2</xref><xref rid="306443:6791225" ref-type="bibr">3</xref><xref rid="306443:6791248" ref-type="bibr">4</xref><xref rid="306443:6791219" ref-type="bibr">5</xref><xref rid="306443:6791218" ref-type="bibr">6</xref><xref rid="306443:6791242" ref-type="bibr">7</xref><xref rid="306443:6791234" ref-type="bibr">8</xref>. In highly endemic African countries, it is essential to constantly monitor susceptibility to artemisinin derivatives and ACTs. In Asia, an emergence of artemisinin-resistant parasites have been confirmed with declining sensitivity <italic id="emphasis-238a091c349c89e384bac2cbd8408d70">in-vitro</italic> and <italic id="emphasis-2fd916235d2de1876ada967463cf6459">in-vivo </italic> to artemisinin <xref rid="306443:6791229" ref-type="bibr">9</xref><xref rid="306443:6791243" ref-type="bibr">10</xref><xref rid="306443:6791231" ref-type="bibr">11</xref><xref rid="306443:6791251" ref-type="bibr">12</xref>, whereby the parasites remain in quiescent or dormant state, and exhibit phenotypic delayed clearance from peripheral blood <xref rid="306443:6791245" ref-type="bibr">13</xref><xref rid="306443:6791252" ref-type="bibr">14</xref><xref rid="306443:6791216" ref-type="bibr">15</xref>. These parasites have ring stage survival value &gt;1, delayed parasite clearance <italic id="emphasis-3bd65fc7dc3425a387c9998f736064f0">in-vivo</italic>, and polymorphisms of the Kelch propeller (K13) gene that confers resistance to artemisinin drugs <xref rid="306443:6791218" ref-type="bibr">6</xref><xref rid="306443:6791242" ref-type="bibr">7</xref><xref rid="306443:6791234" ref-type="bibr">8</xref><xref rid="306443:6791252" ref-type="bibr">14</xref><xref rid="306443:6791216" ref-type="bibr">15</xref><xref rid="306443:6791236" ref-type="bibr">16</xref>. These form the basis for detection and confirmation of parasite resistance to artemisinin drugs globally <xref id="xref-bd1ee913e533ea5e6c840689000ac11d" rid="306443:6791250" ref-type="bibr">17</xref>. </p>
      <p id="paragraph-0d66d3a205b90d54e2bbc13a9ffe2ec1">Susceptibility of <italic id="emphasis-ef9a39f03ef22dafe4e5d9a80e52e403">Plasmodium falciparum </italic> to non-artemisinin drugs can be determined by comparing IC<sub id="subscript-83c78db9d5a412f7407f719c20bddb4f">50</sub> values with a sensitive strain. However, this method fails to correctly predict parasite susceptibility to artemisinin <xref id="xref-26b0e17f156a289829ca72ec4cc0fad6" rid="306443:6791225" ref-type="bibr">3</xref>. Determining the survival of the ring stage parasite <italic id="emphasis-e339f2677bb51dc8fa379ab284b133fe">in-vitro</italic> or <italic id="emphasis-c51d46cf76d74858791a1c3b23abfb91">ex-vivo</italic> is a more robust method for detection of susceptibility to artemisinins <xref id="xref-10e6b2b2e57d4006002b4d3d42991a1c" rid="306443:6791236" ref-type="bibr">16</xref>. In Nigeria, reports of <italic id="emphasis-f8ef4d99e3b30ddffe08e5a53ddc457d">in-vitro</italic> declining response to artemisinin and its association with mutations of transporter genes have been previously reported <xref rid="306443:6791221" ref-type="bibr">18</xref><xref rid="306443:6791238" ref-type="bibr">19</xref>. Yet, there are few studies that assess <italic id="emphasis-09f41196495aab25de2858eabb4955b9">in-vivo or ex-vivo</italic> susceptibility of <italic id="emphasis-1ebab8342030c3d3be1c5e8b6ba277f4">P. falciparum</italic> to artemisinin and assess the K13 gene polymorphism in the parasites; one study has reported no polymorphisms of the K13 gene in Nigerian isolates <xref id="xref-267263c21ed48393889a99d5bd93e30f" rid="306443:6791230" ref-type="bibr">20</xref>. The World Health Organization (WHO) recommends continuous monitoring of responses to ACTs to curb the spread of resistance to other areas <xref id="xref-b85fffdb81a89f32a4eb29bfb7ee58b3" rid="306443:6791250" ref-type="bibr">17</xref>. Therefore, the aim of this study was to evaluate the ring stage survival of <italic id="emphasis-8dabca25fb7602f8535ae738e9ad42d4">P. falciparum</italic> isolates and the K13 gene polymorphism in a high malaria hotspot in Africa. </p>
      <p id="paragraph-01f5d041a17cca4bbb012e1475ea99fe"/>
    </sec>
    <sec>
      <title id="title-1b21073018e891c370cabb5f74093a0d">Methods</title>
      <sec>
        <title id="title-95488196eab92f4a7a1ef57cb49fc4f5">
          <bold id="strong-39fa1f5021af7f8ffbcda38fd173ef91">Study population</bold>
        </title>
        <p id="paragraph-39bfb4da50418548f072cfa0e2acdcc0">The study population was a cohort from a larger population of 375 individuals who were part of an on-going community health survey in Ota, Nigeria, evaluating malaria prevalence and markers of antimalarial drug resistance in an endemic area. Data from this population has been published in part previously <xref id="xref-1c9963b9b11f8db037df8a885abc772b" rid="306443:6791224" ref-type="bibr">21</xref>. The sub-population included for the current study were children and adults (aged &gt; 6months) with <italic id="emphasis-4dcf3a457015691bb71873a142d3fa29">P. falciparum </italic> mono-infection and parasitemia between 1-5% as detectable by microscopy. Persons with baseline parasitemia &lt;1% were excluded from this evaluation. Informed consent was sought from the participants and ethical approval was sought from local authorities and the Covenant Health Research Ethics Committee, Nigeria.</p>
      </sec>
      <sec>
        <title id="title-93a3fdc1c2ecfb282ac4c03144177b3e">
          <bold id="strong-dd5028b9c57ea78eccae8693a17090aa">Sample collection</bold>
        </title>
        <p id="paragraph-d43d13a73222e0b615e5dae8f6e01e15">Venous blood from 55 malaria positive subjects who met the inclusion criteria was taken aseptically into EDTA bottles, and blood was spotted on slides for thin and thick film microscopy to confirm <italic id="emphasis-75390ac34e5641b1b136a230491ab238">P. falciparum</italic> mono-infection. The samples were transported to the laboratory on ice for further processing.</p>
      </sec>
      <sec>
        <title id="title-c6c8847699d421219779c462d0643c90">
          <bold id="strong-f3b0f2438b02577b452104bda02eda90">Laboratory analysis</bold>
        </title>
        <p id="paragraph-859f07623657737e86e30d5fd0f7fd7e">Blood samples were washed twice in RPMI 1640 medium (Sigma Aldrich, USA), centrifuged at 2500 x <italic id="emphasis-61b881aa2f67faf7195077f9d0ac10f5">g</italic> and made up to 1.5% hematocrit and 1% parasitemia. <italic id="emphasis-385c14ac8ecbc830216666e6c385e665">Ex-vivo</italic> ring stage survival assay (RSA<sub id="subscript-ef56bdc89db6e93aaec8d6d56e92230a"><italic id="emphasis-539dcc9fbb8f25fe5232e2e4a9590547">ex-vivo</italic></sub>) was performed within 24 hours of blood collection without culture adaptation according to a previously established method <xref id="xref-6e894d1ad0b9a26423d85d8f7406f844" rid="306443:6791236" ref-type="bibr">16</xref>. Briefly, dilution of stock of dihydroartemisinin (DHA) (1mg/mL) was made in a final volume of 900 µL complete medium supplemented with pooled human serum, and 100 µL infected erythrocyte suspension was added to test drug wells and exposed for 6 hours; each sample was cultured in triplicates. The samples were transferred to a 1.5 mL tube and washed twice, then maintained in culture for another 66 hours at 37°C using the candle jar method of Trager and Jensen <xref id="xref-fa18a521cc9656ddbc4922bc2c47311e" rid="306443:6791247" ref-type="bibr">22</xref>. Drug-unexposed wells for each sample served as control. The culture was terminated after 66 hours of growth and the pellet from the suspension was used to make thin smears, which were fixed in methanol and stained with Giemsa for determination of ring stage growth at 100x magnification by light microscopy. The proportion of viable parasites (survival) in DHA exposed/unexposed wells was expressed as a percentage. RSA<sub id="subscript-7838d96179814ff393d0fcd17c4523b5"><italic id="emphasis-07f91ee50540ff1781963d1956a2093a">ex-vivo</italic></sub> values &gt;1 was taken to indicate artemisinin resistance <xref rid="306443:6791236" ref-type="bibr">16</xref><xref rid="306443:6791250" ref-type="bibr">17</xref>. </p>
      </sec>
      <sec>
        <title id="title-d2cf58c29c94b406cc15686c8bed553e">
          <bold id="strong-6be860c4a37930451093044539eff936">Molecular analysis</bold>
        </title>
        <p id="paragraph-92262f3b9bf190d1c24054b254907a00">Parasite DNA was extracted and amplified using previously published methods with primers specific for blade 6 of the K13 gene <xref id="xref-d9f6463048ce04a4147d8ed5d8db9085" rid="306443:6791218" ref-type="bibr">6</xref>; next, 10 µL of the secondary product was resolved on 2% agarose gel to confirm amplification. The secondary amplicons of a few isolates were sent for sequencing at Inqaba Biotech West Africa Ltd (South Africa). The sequences were deposited in GenBank with accession numbers MH464876-464887. Polymorphisms in the parasite isolates encoding the Kelch propeller (K13) protein were compared with PF3D7_1343700 reference gene (sequence region spanning region 1,724,817-1,726,997 bp of chromosome 13 downloaded from <italic id="emphasis-9fabbb6ba7f63660841b70e70f16603f">www.plasmoDB.org</italic>). The sequence was analyzed for molecular markers of artemisinin resistance: SNPs at codons Y493H, R539T, I543T, and C580Y, and any mutations of the gene (using Geneious software version 11.6.1). The data are reported as mean ± standard deviation, 95% confidence interval (CI) for continuous data; P-value of &lt; 0.05 indicates a significant difference. Sequence alignments with reference to 3D7 are shown in the Appendix.</p>
        <p id="paragraph-cf96e67512c15eb25995677e1681bbea"> </p>
      </sec>
    </sec>
    <sec>
      <title id="title-e943c22f8c220d9a9c2000dfe86fc469">Results</title>
      <p id="paragraph-25812bd00c83951d40618daa14a8326f">During the study period, a parasite prevalence of 40.2% (151 had detectable parasitemia) was recorded from the cohort of 375 individuals tested for malaria infection. From this population, 55 positive samples meeting the inclusion criteria were cultured to evaluate the <italic id="emphasis-6a0f58bb53b158d7378215350d9c1051">ex-vivo</italic> response of <italic id="emphasis-9138b5e043d42d34fa1e8ea6fac5ca04">P. falciparum</italic> to DHA. At baseline, the geometric mean parasitemia in the 55 samples was 1800/µL blood [95% confidence interval: 1823 – 2974/ µL blood]. The mean age ± SEM was 9.82 ± 1.02 years, range [0.5 – 40 years], and 26 (47%) of them were males. </p>
      <sec>
        <title id="title-f3cc217784bffcaed68b8658766e502b">
          <bold id="strong-7c55d1ec337f1353b71dd9151b14d8ca">Ring stage survival rates</bold>
        </title>
        <p id="paragraph-0b02baa7cb44d1f1a017c04079adb56a">The parasite growth rate in drug unexposed control wells was significantly higher than exposed well (P &lt; 0.001), ranging from 14.9 – 96.7%. The mean value of parasite ring stage survival after 6 hours of DHA exposure (RSA<sub id="subscript-171751c43b99d2cca9537d9d19fda256"><italic id="emphasis-f194406f79123164ad2f15cb6757d33a">ex-vivo</italic></sub>) in the drug-exposed wells was 0.18 ± 0.09%, 95% confidence interval [0.15 -0.20%]. <bold id="strong-4aff81aee65dce6a6b3bb44a7251049d"><xref id="xref-88eb5cebe2e101ede823eb5187462ccd" rid="figure-47f389a45fea950fb665799733eb12bc" ref-type="fig">Figure 1</xref>  </bold>shows the distribution of individual RSA<sub id="subscript-8ce8e4db54a84d00a69f792dcbe5247c"><italic id="emphasis-62080600dc5cc0ff061a5046494b72c1">ex-vivo</italic></sub> values obtained after exposure to 700 nM DHA. One parasite isolate had a high RSA<sub id="subscript-3"><italic id="emphasis-a19cf6df44b67f1f1831c9a31ab28d8b">ex-vivo</italic></sub> value of 0.8%. The amplified K13 gene from this isolate (C5) and other randomly selected samples are shown in <bold id="strong-7f112288144084c8d4004c1b32f3355c"><xref id="xref-0ad18df84b1922593dbd4d1362e36afc" rid="figure-f8eec66b2e7cf0b245590522ffbfea58" ref-type="fig">Figure 2</xref></bold>, with gene size of 849 bp. </p>
        <p id="paragraph-65e4e4975284fbb47f5743e41d3235d0"/>
        <fig id="figure-47f389a45fea950fb665799733eb12bc" orientation="potrait" width="twocolumn" fig-type="graphic" position="anchor">
          <graphic id="graphic-02281f15f5f5ef6cc63ee50d1d388ac1" xlink:href="https://s3-us-west-2.amazonaws.com/typeset-prod-media-server/7bdb67ec-b0bc-4f72-ad53-3d412eab0abd-ucapture1.PNG" width="28"/>
          <label>Figure 1 </label>
          <caption id="caption-52dfbc078da4624d2cd27d02ca5d29b9">
            <title id="title-aee4512ab61af0bd48f2296faad59b22">
              <bold id="strong-05e27ab578ef4cc5929fa1662b112560"><italic id="emphasis-af2616baa9898918c848c572de97fd4a">Ex-vivo</italic> ring stage survival (RSA <sub id="subscript-b3e422624196736584a4cea5c621d48e">ex-vivo</sub>) of <italic id="emphasis-79a614de192a235c9db3c4b93b2bc296">P. falciparum</italic> to dihydroartemisinin in parasite isolates. </bold>
            </title>
          </caption>
        </fig>
        <p id="paragraph-d4ecd5a515da84075690fa91c6b00e4f"> </p>
        <p id="paragraph-8274c859063a417d76469b5ab4bb424c"/>
        <fig id="figure-f8eec66b2e7cf0b245590522ffbfea58" orientation="potrait" width="twocolumn" fig-type="graphic" position="anchor">
          <graphic id="graphic-22a9b4445ea0a26ef1a788881a4f1d3c" xlink:href="https://s3-us-west-2.amazonaws.com/typeset-prod-media-server/97662f15-a24e-4afd-88eb-e62d7693fe51-ucapture2.PNG" width="50"/>
          <label>Figure 2 </label>
          <caption id="caption-d993446db1538137e54e3a2e55696d73">
            <title id="title-e19c3d4469c9752feb242872780fb8a0">
              <bold id="strong-887e1a1a7db517f8b04e599dbdbddce6">Gel image of <italic id="emphasis-bbe4a602146e269d3e41b84399dcf4f6">P. falciparum</italic> Kelch propeller gene (849bp) amplification in selected isolates.</bold>
            </title>
          </caption>
        </fig>
        <p id="paragraph-ae7ff26de16c0f58f3e39b38e0ea1865"/>
      </sec>
      <sec>
        <title id="title-e439d09d96cf43bf154fdcf73b60f3da">
          <bold id="strong-dee39fd1c703824aa156d3af7d226ee4">K13 gene polymorphism</bold>
          <italic id="emphasis-4529ee51df83371dae287b36f0fd4adf">
            <bold id="strong-b0ecb762487fe7f44600dd605f361909"> </bold>
          </italic>
        </title>
        <p id="paragraph-982b3625bbf43de65090571059c9e540">Six of the 55 (10%) isolates were analyzed for the K13 gene polymorphism and compared with the reference 3D7 strain using the standard bi-directional sequence alignment (<bold id="strong-985a88aa656b607359fb155fd697a99c"><xref rid="figure-623bb998161ea5416f57ae0a2f6f58e8" ref-type="fig">Figure 3</xref><xref rid="figure-689d8b1f6c14c3f039858607a6ed5110" ref-type="fig">Figure 4</xref><xref rid="figure-7c28cc387dde3c7cd61ac93b088ff20d" ref-type="fig">Figure 5</xref></bold>). There were polymorphisms of 2 isolates (C1 and C11) on single strands of the DNA (this was taken to be reading errors and not mutations). No SNPs were observed at codons C580, Y493H, R539T, I543T, R561H or N458Y, all of which are validated molecular markers of artemisinin resistance in the Mekong Sub-region, Southeast Asia <xref id="xref-b6011bafa8c3b1680f7fcd499f352f6a" rid="306443:6791250" ref-type="bibr">17</xref>. Similarly, there were no SNPs at codon A578S and A675V, which are K13 polymorphisms reported in some African regions. </p>
        <p id="paragraph-5e13073699e6ee628edb44f400798263"> </p>
        <fig id="figure-623bb998161ea5416f57ae0a2f6f58e8" orientation="potrait" width="twocolumn" fig-type="graphic" position="anchor">
          <graphic id="graphic-779672d93f6f8470687e912620198d0a" xlink:href="https://s3-us-west-2.amazonaws.com/typeset-prod-media-server/7f2d8e84-573b-4712-9542-95b43fb405a8-u4.png"/>
          <label>Figure 3 </label>
          <caption id="caption-1e14447f3a34d039baa0af0c90890f62">
            <title id="title-ad5636415ba129a7150a6c1a01de81ef">
              <bold id="strong-f36a75027ba0651d4aa0e2761d7ede35">Screen shot of sequence alignment of some segment of Kelch 13 gene from isolates compared with Plasmodium 3D7 sequence. </bold>
            </title>
          </caption>
        </fig>
        <p id="paragraph-321965eabaec36dbce1722835927bbe2"/>
        <fig id="figure-689d8b1f6c14c3f039858607a6ed5110" orientation="potrait" width="twocolumn" fig-type="graphic" position="anchor">
          <graphic id="graphic-a34f2294c0edb0645b96cb21a99612a6" xlink:href="https://s3-us-west-2.amazonaws.com/typeset-prod-media-server/741efb15-a83d-47f6-a883-73dc1ff0cd44-u3.png"/>
          <label>Figure 4 </label>
          <caption id="caption-239bb4327ad82df47d8ec572f4aee658">
            <title id="title-a60aaf4a274b7803fd5558731e3ef1fd">
              <bold id="strong-483a2c5b61ecf1fc1d4e44eec6563d8f">Screen shot of sequence alignment of  segment of Kelch 13 gene from isolates compared with Plasmodium 3D7 sequence (<italic id="emphasis-602c820939b04cf8dd91c3776876b574">cont'd</italic>)</bold>
            </title>
          </caption>
        </fig>
        <p id="paragraph-a31c5e879bed7241219cc6a5c75dfdf8"/>
        <fig id="figure-7c28cc387dde3c7cd61ac93b088ff20d" orientation="potrait" width="twocolumn" fig-type="graphic" position="anchor">
          <graphic id="graphic-4b4f8dcb9bc06e71999f2f02c43b7c1c" xlink:href="https://s3-us-west-2.amazonaws.com/typeset-prod-media-server/b1d2f261-b1b9-499e-bd9e-77fad1625556-u5.png"/>
          <label>Figure 5 </label>
          <caption id="caption-ff8fb6b77eac07ad43c4cce00be51fbf">
            <title id="title-9648d7981aa3c36db84ec7ee7a3d3e20">
              <bold id="strong-9e2f93adef92b9c91af022a70fa58b95">Screen shot of sequence alignment of segment of Kelch 13 gene from isolates compared with Plasmodium 3D7 sequence (<italic id="emphasis-425a76f59c1ffe92adeb883f7669c1f5">cont'd</italic>). </bold>
            </title>
          </caption>
        </fig>
        <p id="paragraph-78e0412b1ed96057d2edde4a2e4a6071"> </p>
      </sec>
    </sec>
    <sec>
      <title id="title-a24537a5607f52b03732f6345a609434">Discussion </title>
      <p id="paragraph-2d1ecb6a3619f79b38e49fcd27303179"> Development of resistance by <italic id="emphasis-69745ffd28ee7cd63a5f10cd3c196401">P. falciparum</italic> to all antimalarial drugs (including artemisinin derivatives) is a major problem limiting malaria elimination globally <xref id="xref-5679fd6fc3b2e0ee5cf78fb4709244df" rid="306443:6791250" ref-type="bibr">17</xref>. In SE Asia, isolates resistant to artemisinin have developed several mutations in the Kelch propeller gene <xref rid="306443:6791219" ref-type="bibr">5</xref><xref rid="306443:6791218" ref-type="bibr">6</xref>. Candidate markers which confer resistance to other ACTs, such as dihydroartemisinin-piperaquine <xref id="xref-8c78f093670c348e30c0e637b0423345" rid="306443:6791217" ref-type="bibr">23</xref>, have been identified. Six of these markers (<italic id="emphasis-2d8f974a58eb5390d51c19af2217a46b">i.e.</italic> SNPs at codon C580Y, Y493H, R539T, I543T, R561H, and N458Y) have been validated as artemisinin resistance markers in the Greater Mekong sub-region <xref id="xref-5ed921c1020ad7359b589ea237808072" rid="306443:6791250" ref-type="bibr">17</xref>. However, in Africa, reduced susceptibility to artemisinin and ACTs <xref id="xref-9d9704be38b563e0d0d4d3a2a0de455e" rid="306443:6791220" ref-type="bibr">24</xref> and limited mutations in the Kelch 13 gene <xref rid="306443:6791250" ref-type="bibr">17</xref><xref rid="306443:6791230" ref-type="bibr">20</xref><xref rid="306443:6791223" ref-type="bibr">25</xref><xref rid="306443:6791233" ref-type="bibr">26</xref><xref rid="306443:6791232" ref-type="bibr">27</xref> with no associated artemisinin resistance have been reported <xref rid="306443:6791228" ref-type="bibr">28</xref><xref rid="306443:6791244" ref-type="bibr">29</xref><xref rid="306443:6791246" ref-type="bibr">30</xref><xref rid="306443:6791227" ref-type="bibr">31</xref><xref rid="306443:6791927" ref-type="bibr">32</xref><xref rid="306443:6791222" ref-type="bibr">33</xref>. </p>
      <p id="paragraph-6a0bfef95f538fd67dba2839c2aa8a52">Continuous monitoring of parasite responses to individual components of the recommended ACTs should indicate any early emergence of resistance and serve to preserve the efficiency of available anti-malarials in endemic areas. In Nigeria, studies indicate that malaria transmission is still high <xref rid="306443:6791224" ref-type="bibr">21</xref><xref rid="306443:6791241" ref-type="bibr">34</xref>, with recent studies from regions in Nigeria reporting high mutations in genes that modulate response to non-artemisinin drugs by <italic id="emphasis-d41a088a5e22c1367a884fa80efd1b8b">P. falciparum</italic> <xref rid="306443:6791235" ref-type="bibr">35</xref><xref rid="306443:6791240" ref-type="bibr">36</xref><xref rid="306443:6791226" ref-type="bibr">37</xref>. Conversely, other studies have reported high <italic id="emphasis-bfa48721964153b1cadab9f121e9f4f6">in-vivo</italic> response after ACTs with parasitemia half-life &lt;5 hours, and 42-day cure rates &gt;90% <xref id="xref-6c609038ea404aad33f437285503902c" rid="306443:6791239" ref-type="bibr">38</xref>. However, few studies elsewhere have recently evaluated the WHO benchmarks for artemisinin resistance using RSA value and K13 gene polymorphism <xref rid="306443:6791250" ref-type="bibr">17</xref><xref rid="306443:6791230" ref-type="bibr">20</xref>. From the mean RSA of 0.18%, determined in the small parasite population evaluated in this study together with no molecular marker of resistance, it can be implied that parasites susceptible to artemisinin are prevalent. Development of the ring stage survival assay for the <italic id="emphasis-4e0ed863b37ed754fff8c25dccace269">in-vitro</italic> or <italic id="emphasis-a2902dfc544712941455771a9c9a3106">ex-vivo </italic> detection of artemisinin resistance abrogates the challenge of inconsistent <italic id="emphasis-e02f970d3c84ca172ee96e405da51718">in-vitro</italic> results and provides a simple tool for resource-poor countries for the detection of artemisinin resistance even with small sample size <xref rid="306443:6791219" ref-type="bibr">5</xref><xref rid="306443:6791218" ref-type="bibr">6</xref>. </p>
      <p id="paragraph-e9cf1db3c627a63024a37562a90da94b">The findings of the present study support previous reports of limited artemisinin resistance in Africa <xref rid="306443:6791228" ref-type="bibr">28</xref><xref rid="306443:6791244" ref-type="bibr">29</xref><xref rid="306443:6791246" ref-type="bibr">30</xref><xref rid="306443:6791227" ref-type="bibr">31</xref><xref rid="306443:6791927" ref-type="bibr">32</xref><xref rid="306443:6791222" ref-type="bibr">33</xref>. This, however, does not undermine the need for continuous monitoring of response to artemisinin and ACTs in endemic areas to mark the beginning of declining resistance to both components of ACTs, to prevent the consequences of high morbidity and mortality in the future, and to curb the spread of artemisinin-resistant parasites to Africa where consequences will be intense <xref id="xref-fe606f1d576a3fcb47ca11744408dfd3" rid="306443:6791249" ref-type="bibr">1</xref>. As part of strategies devised to contain the spread of artemisinin resistance, active monitoring of parasite responses and markers of artemisinin resistance in different areas is advocated as regional differences in parasite response may exist in Nigeria <xref id="xref-69ab7cef6c3579a5cabc6feb67a98f64" rid="306443:6791239" ref-type="bibr">38</xref>. A potential challenge will be to identify and validate resistance markers if unique markers exist in other areas. It is pertinent to monitor possible emergence in Africa from detected Kelch 13 SNP on codon A578S reported in some African countries (<italic id="emphasis-3d7defb883e2e66bc17cad98f1e4409e">e.g.</italic> Kenya) <xref rid="306443:6791234" ref-type="bibr">8</xref><xref rid="306443:6791223" ref-type="bibr">25</xref>, M579I in China (apparently imported from Guinea, Africa) <xref id="xref-8b706c073757bb4422520427a71ff55d" rid="306443:6791233" ref-type="bibr">26</xref>, and A675V in Uganda <xref id="xref-374dbe53baea1e34553849640a513d26" rid="306443:6791228" ref-type="bibr">28</xref>, as well as other un-validated non-synonymous SNPs <xref id="xref-71b671d9bc8bfdcead287158982022a2" rid="306443:6791250" ref-type="bibr">17</xref> in regions outside of Southeast Asia.</p>
      <p id="paragraph-fddb0fefbf8c0477dea4a305108eb2fc">A wide range of SNPs in the K13 propeller gene developing independently from Asia, Africa and other regions <xref rid="306443:6791223" ref-type="bibr">25</xref><xref rid="306443:6791233" ref-type="bibr">26</xref><xref rid="306443:6791232" ref-type="bibr">27</xref><xref rid="306443:6791244" ref-type="bibr">29</xref><xref rid="306443:6791246" ref-type="bibr">30</xref><xref rid="306443:6791227" ref-type="bibr">31</xref><xref rid="306443:6791237" ref-type="bibr">2</xref><xref rid="306443:6791225" ref-type="bibr">3</xref><xref rid="306443:6791248" ref-type="bibr">4</xref><xref rid="306443:6791219" ref-type="bibr">5</xref><xref rid="306443:6791218" ref-type="bibr">6</xref><xref rid="306443:6791242" ref-type="bibr">7</xref><xref rid="306443:6791234" ref-type="bibr">8</xref><xref rid="306443:6791927" ref-type="bibr">32</xref><xref rid="306443:6791222" ref-type="bibr">33</xref><xref rid="306443:6791228" ref-type="bibr">28</xref> calls for further research on emerging resistance and other factors that drive mutations in the malaria parasite. Furthermore, chances of emerging artemisinin resistance will increase with increasing resistance to the artemisinin drugs, as this will gradually increase drug pressure on artemisinin in endemic areas where malaria transmission is high <xref rid="306443:6791224" ref-type="bibr">21</xref><xref rid="306443:6791241" ref-type="bibr">34</xref>. Since clinical drug failure attributable to artemisinin has not been established, the genetic background of <italic id="emphasis-e888f82c5e9b528447427beb61240edd">P. falciparum</italic> isolates reported in this and another study <xref id="xref-de04d3f098a1d75263d0940ee051202e" rid="306443:6791230" ref-type="bibr">20</xref> will aid in the early detection of mutations of the Kelch 13 domain in the parasite if artemisinin resistance develops in Nigeria. Some limitations of the current study include a small sample size of DNA that was sequenced, as well as sampling was done only in communities from one regional area (Ota, Nigeria). This may not truly represent the entire parasite population in the country.</p>
    </sec>
    <sec>
      <title id="title-a85b2c2602ff17f1d4d51fc7a5848fa0"><bold id="strong-75f2dc56fd3934c83590c93d5dcbafb3">Conclusion</bold> </title>
      <p id="paragraph-e6bbc512818e98a5f9150c717ea6182b">This study reports a high susceptibility of parasites to artemisinin and no K13 polymorphism in the study area. As part of malaria elimination strategies, it is recommended that large-scale genomic studies be done routinely in the future to scale up monitoring of responses to artemisinin and its partner drugs in order to reduce the chances of development of resistance. </p>
      <p id="paragraph-659d5a65cff99d35d4bcfe326cf60c2b"> </p>
    </sec>
    <sec>
      <title id="title-5b29e08bb213a06f7653efdc172c1818">Competing Interests</title>
      <p id="paragraph-8ee8f0f828c0023ae2d9b6c40136fa1a"> The authors hereby declare there are no conflicts of interest associated with this work.</p>
      <p id="paragraph-62a0d0d24c1dab86cc7d12e07281c0df"/>
    </sec>
    <sec>
      <title id="title-b9a4a78bd1c09192a66709f2db777eec">Authors' Contributions</title>
      <p id="paragraph-e9805e7a8874226d239750af91d36966">TMD and GIO participated in the design, conduct, analysis and writing of the manuscript; DOO, CUA, AEA, OAO, CJE, GSJ participated in the conduct and analysis of the study.</p>
    </sec>
    <sec>
      <title id="title-9c857813879d087dda501685cefff83b">
        <bold id="strong-47b33a971e618395f52f15077222634b">Abbreviations </bold>
      </title>
      <p id="paragraph-8858b01e92c8306285f51c689a893cd1">ACTs: artemisinin based combination treatments</p>
      <p id="paragraph-df3c66bab808658fc570102e4decd0ea">DHA: Dihydroartemisinin </p>
      <p id="paragraph-691cb6af5cdb3ed7f8159be7e10bb276">K13: Kelch 13 propeller gene</p>
      <p id="paragraph-e8f513240ce1f693f05b4eb0bfe3d892">RSA<sub id="subscript-1a0641e053d754927103d5eceb0a6fe0"><italic id="emphasis-a195d55ce64ef03c0b59d3502b7a19a4">(ex-vivo)</italic></sub>: ring stage survival assay <italic id="emphasis-a0812012c1e0da9291794d14c5cf0e8b">ex-vivo</italic></p>
    </sec>
    <sec>
      <title id="title-7a367fdc4b474c747f155485913a652d">Acknowledgments</title>
      <p id="paragraph-9fb796d69e777793e493015de3b0b385">This research received publication funding support from Covenant University Centre for Research, Innovation and Discovery (CUCRID), Nigeria.</p>
      <p id="paragraph-798744b4681cf5b8bea2997321a4eb5f"/>
    </sec>
  </body>
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