<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">AAS Open Res</journal-id>
            <journal-title-group>
                <journal-title>AAS Open Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2515-9321</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/aasopenres.12825.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Prevalence of chloroquine and antifolate drug resistance alleles in 
                    <italic>Plasmodium falciparum</italic> clinical isolates from three areas in Ghana</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved, 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Abugri</surname>
                        <given-names>James</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-1871-8048</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ansah</surname>
                        <given-names>Felix</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Asante</surname>
                        <given-names>Kwaku P.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Opoku</surname>
                        <given-names>Comfort N.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a5">5</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Amenga-Etego</surname>
                        <given-names>Lucas A.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                    <xref ref-type="aff" rid="a6">6</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Awandare</surname>
                        <given-names>Gordon A.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-8793-3641</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>West African Centre for Cell Biology of Infectious Pathogens, College of Basic and Applied Sciences, University of Ghana, Legon, Ghana</aff>
                <aff id="a2">
                    <label>2</label>Department of Biochemistry, Cell and Molecular Biology, College of Basic and Applied Sciences, University of Ghana, Legon, Ghana</aff>
                <aff id="a3">
                    <label>3</label>Department of Applied Chemistry and Biochemistry, Faculty of Applied Sciences,, University for Development Studies, Tamale, Ghana</aff>
                <aff id="a4">
                    <label>4</label>Kintampo Health Research Centre, Ghana Health Service, Kintampo, Ghana</aff>
                <aff id="a5">
                    <label>5</label>Ledzekuku Krowor Municipal Assembly Hospital, Accra, Ghana</aff>
                <aff id="a6">
                    <label>6</label>Navrongo Health Research Centre, Navrongo, Ghana</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:gawandare@ug.edu.gh">gawandare@ug.edu.gh</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>18</day>
                <month>4</month>
                <year>2018</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2018</year>
            </pub-date>
            <volume>1</volume>
            <elocation-id>1</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>22</day>
                    <month>3</month>
                    <year>2018</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2018 Abugri J et al.</copyright-statement>
                <copyright-year>2018</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://openresearchafrica.org/articles/1-1/pdf"/>
            <abstract>
                <p>

                    <bold>Background:</bold> The emergence and spread of resistance in 
                    <italic toggle="yes">Plasmodium falciparum</italic> to chloroquine (CQ) and the antifolate drug sulfadoxine-pyrimethamine (SP) necessitated the change from CQ to artemisinin-based combination therapies (ACTs) as first-line drug for the management of uncomplicated malaria in Ghana in 2005.</p>
                <p>

                    <bold>Methods:</bold> To examine the prevalence of molecular markers associated with CQ and antifolate drug resistance in Ghana, we genotyped single nucleotide polymorphisms (SNPs) in the 
                    <italic toggle="yes">P. falciparum</italic> chloroquine resistance transporter (
                    <italic toggle="yes">pfcrt</italic>, PF3D7_0709000), multidrug resistance (
                    <italic toggle="yes">pfmdr1</italic>, PF3D7_0523000), bifunctional dihydrofolate reductase-thymidylate synthase (
                    <italic toggle="yes">pfdhfr</italic>, PF3D7_0417200) and dihydropteroate synthase (
                    <italic toggle="yes">pfdhps</italic>, PF3D7_0810800) genes in children with malaria reporting to hospitals in three different epidemiological areas of Ghana (Accra, Kintampo and Navrongo) between 2012 and 2017.</p>
                <p>

                    <bold>Results:</bold> The overall prevalence of the CQ resistance-associated 
                    <italic toggle="yes">pfcrt</italic> 76T allele was 8%, whereas 
                    <italic toggle="yes">pfmdr1</italic> 86Y and 184F alleles were present in 10% and 65% of infections respectively. Most of the isolates harboured the antifolate resistance-associated 
                    <italic toggle="yes">pfdhfr</italic> 51I, 59R and 108N alleles, including 68% of them with the triple mutant 
                    <italic toggle="yes">pfdhfr</italic> 
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>R</bold>
                    <sub>59</sub>
                    <bold>N</bold>
                    <sub>108</sub> combination. 
                    <italic toggle="yes">Pfdhps</italic> 437G and 540E were detected in 90.6% and 0.7% of infections, respectively. We observed no significant difference across the three study sites for all the polymorphisms except for 
                    <italic toggle="yes">pfdhps</italic> 437G, which was more common in Accra than at the other sites. Across both 
                    <italic toggle="yes">pfdhfr</italic> and 
                    <italic toggle="yes">pfdhps</italic> genes, a large proportion (61%) of the isolates harboured the quadruple mutant combination (
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>R</bold>
                    <sub>59</sub>
                    <bold>N</bold>
                    <sub>108</sub>/
                    <bold>G</bold>
                    <sub>437</sub>).</p>
                <p>
                    <bold>Conclusion:</bold> Comparison of the present results to previously published data shows a significant decrease in the prevalence of CQ resistance alleles during the 12 years after CQ withdrawal, but an increase in the alleles that mediate SP resistance, which could be due to the continuous use of antifolate drugs for prophylaxis.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Drug resistance</kwd>
                <kwd>Malaria</kwd>
                <kwd>Antifolates</kwd>
                <kwd>Chloroquine</kwd>
                <kwd>Plasmodium falciparum</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1">
                    <funding-source>African Academy of Sciences</funding-source>
                    <award-id>DEL-15-007</award-id>
                </award-group>
                <award-group id="fund-2" xlink:href="http://dx.doi.org/10.13039/100004421">
                    <funding-source>World Bank Group</funding-source>
                    <award-id>ACE02:WACCBIP</award-id>
                </award-group>
                <award-group id="fund-3" xlink:href="http://dx.doi.org/10.13039/100004440">
                    <funding-source>Wellcome Trust</funding-source>
                    <award-id>107755/Z/15/Z</award-id>
                </award-group>
                <funding-statement>This work was supported by the African Academy of Science through the Developing Excellence in Leadership, Training and Science (DELTAS) programme [DEL-15-007] (GA). This work was also supported by the Wellcome Trust [107755/Z/15/Z] (GA), and World Bank Group [ACE02: WACCBIP] (GA). </funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec sec-type="intro">
            <title>Introduction</title>
            <p>Malaria remains a major global health concern especially in Sub Saharan Africa. 
                <italic toggle="yes">P. falciparum</italic> malaria is considered the most severe and also the leading cause of morbidity and mortality, especially among children under five years (
                <xref ref-type="bibr" rid="ref-35">Schumacher &amp; Spinelli, 2012</xref>). In 2016 a global estimate of 216 million malaria cases was reported, which led to about 445,000 deaths (
                <xref ref-type="bibr" rid="ref-41">WHO, 2017</xref>). The global malaria mortality rate, however, has reduced by 29% since the year 2010, as a result of increased preventive and control measures (
                <xref ref-type="bibr" rid="ref-40">WHO, 2016</xref>).</p>
            <p>The use of antimalarial drugs for malaria treatment and prevention has played an integral role in the control of the disease over the decades (
                <xref ref-type="bibr" rid="ref-10">Cui 
                    <italic toggle="yes">et al</italic>., 2015</xref>; 
                <xref ref-type="bibr" rid="ref-20">Gosling 
                    <italic toggle="yes">et al</italic>., 2011</xref>; 
                <xref ref-type="bibr" rid="ref-21">Greenwood, 2004</xref>; 
                <xref ref-type="bibr" rid="ref-34">Schlitzer, 2007</xref>). Unfortunately, the emergence and the spread of drug resistant 
                <italic toggle="yes">P. falciparum</italic> strains militated against the use of antimalarial drugs for the containment of the disease (
                <xref ref-type="bibr" rid="ref-27">Lin 
                    <italic toggle="yes">et al</italic>., 2010</xref>). 
                <italic toggle="yes">P. falciparum</italic> chloroquine (CQ) resistant strains were first reported in the 1950s in Southeast Asia along the Cambodia&#x2013;Thailand border (
                <xref ref-type="bibr" rid="ref-42">Young 
                    <italic toggle="yes">et al</italic>., 1963</xref>) and later reported in other countries globally. Currently, the parasite has been reported to have developed resistance to most available antimalarial monotherapies and this is exhibited by reduced parasite clearance rate and/or treatment failure (
                <xref ref-type="bibr" rid="ref-13">Dondorp 
                    <italic toggle="yes">et al</italic>., 2009</xref>). ACTs are now the frontline drugs for treating uncomplicated 
                <italic toggle="yes">P. falciparum</italic> malaria in almost all countries that are endemic with malaria, including Ghana (
                <xref ref-type="bibr" rid="ref-40">WHO, 2016</xref>).</p>
            <p>Point mutations in specific genes in the parasite genome are implicated in resistance to specific antimalarial drugs (
                <xref ref-type="bibr" rid="ref-10">Cui 
                    <italic toggle="yes">et al</italic>., 2015</xref>; 
                <xref ref-type="bibr" rid="ref-19">Fidock 
                    <italic toggle="yes">et al</italic>., 2000</xref>; 
                <xref ref-type="bibr" rid="ref-37">Sidhu 
                    <italic toggle="yes">et al</italic>., 2002</xref>). A point mutation in the 
                <italic toggle="yes">P. falciparum</italic> chloroquine resistance transporter gene (
                <italic toggle="yes">pfcrt</italic>, PF3D7_0709000
                <italic toggle="yes">)</italic> that replaces lysine with threonine at codon 76 had become a common single nucleotide polymorphism (SNP) allele in parasite populations as it is a critical mediator of resistance to CQ (
                <xref ref-type="bibr" rid="ref-5">Babiker 
                    <italic toggle="yes">et al</italic>., 2001</xref>). In addition, mutations in the 
                <italic toggle="yes">P. falciparum</italic> multidrug resistance gene 1 (
                <italic toggle="yes">pfmdr1</italic>, PF3D7_0523000) that result in amino acid substitutions at positions N86Y and Y184F have been reported to confer parasite resistance to CQ, amodiaquine (AQ) and lumefantrine (L) (
                <xref ref-type="bibr" rid="ref-17">Duraisingh &amp; Cowman, 2005</xref>). These mutations are believed to interfere with heme polymerization by preventing the accumulation of active drug within the food vacuole (
                <xref ref-type="bibr" rid="ref-12">Djimd&#x00e9; 
                    <italic toggle="yes">et al</italic>., 2001b</xref>).</p>
            <p>On the other hand, sulfadoxine-pyrimethamine (SP) resistance has also been linked to point mutations in the bifunctional dihydrofolate reductase-thymidylate synthase (
                <italic toggle="yes">pfdhfr</italic>, PF3D7_0417200) and dihydropteroate synthase (
                <italic toggle="yes">pfdhps</italic>, PF3D7_0810800) genes. Resistance to antifolate drugs such as SP is known to be mediated by basal point mutations in these genes that result in amino acid substitutions at positions S108N and A437G in 
                <italic toggle="yes">pfdhfr</italic> and 
                <italic toggle="yes">pfdhps</italic> proteins respectively. Overall, studies have shown that additional point mutations in these drug resistant genes on top of the basal mutation makes parasites more refractory to the drug (
                <xref ref-type="bibr" rid="ref-43">Mita 
                    <italic toggle="yes">et al</italic>., 2014</xref>), and correlates with increased treatment failure (
                <xref ref-type="bibr" rid="ref-33">Plowe 
                    <italic toggle="yes">et al</italic>., 1997</xref>; 
                <xref ref-type="bibr" rid="ref-36">Sibley 
                    <italic toggle="yes">et al</italic>., 2001</xref>). Therefore, parasites harbouring haplotypes that include the different SNP alleles in combination have been shown to confer higher resistance to the specific drugs. In this regard, the combined quintuple mutant haplotype (
                <italic toggle="yes">pfdhfr</italic> 
                <bold>N</bold>
                <sub>108</sub>
                <bold>I</bold>
                <sub>51</sub>
                <bold>R</bold>
                <sub>59</sub>
                <italic toggle="yes"> + pfdhps</italic>
                <bold>G</bold>
                <sub>437</sub>
                <bold>E</bold>
                <sub>540</sub>) has been correlated with high SP treatment failure in East Africa (
                <xref ref-type="bibr" rid="ref-25">Kublin 
                    <italic toggle="yes">et al</italic>., 2002</xref>; 
                <xref ref-type="bibr" rid="ref-31">Omar 
                    <italic toggle="yes">et al</italic>., 2001</xref>).</p>
            <p>In Ghana, prior to the withdrawal of CQ a prevalence range of between 46%&#x2013;98% of the mutant 
                <italic toggle="yes">pfcrt</italic> 76T was reported across five sentinel sites (
                <xref ref-type="bibr" rid="ref-16">Duah 
                    <italic toggle="yes">et al</italic>., 2007</xref>). Interestingly, studies in other settings have shown that the replacement of CQ with ACTs resulted in a decline in the frequency of the mutant alleles and concomitant restoration of CQ susceptibility (
                <xref ref-type="bibr" rid="ref-26">Laufer 
                    <italic toggle="yes">et al</italic>., 2006</xref>; 
                <xref ref-type="bibr" rid="ref-30">Mwai 
                    <italic toggle="yes">et al</italic>., 2009</xref>). In a study that was conducted in Tanzania, more than 90% recovery of the sensitive 
                <italic toggle="yes">pfcrt</italic> K76 allele was reported after 10 years of CQ use being officially discontinued (
                <xref ref-type="bibr" rid="ref-29">Mohammed 
                    <italic toggle="yes">et al</italic>., 2013</xref>).</p>
            <p>This study sought to ascertain the population trends in the prevalence of known drug-resistance-related point mutations in 
                <italic toggle="yes">pfcrt, pfmdr1, pfdhfr</italic> and 
                <italic toggle="yes">pfdhps</italic> in clinical isolates from three different malaria-endemic areas in Ghana a decade following the introduction of ACTs.</p>
        </sec>
        <sec sec-type="methods">
            <title>Methods</title>
            <sec>
                <title>Ethical consideration</title>
                <p>This study was approved by the Ethics Committees of the Ghana Health Service (GHS-ERC:12/05/12), the Kintampo Health Research Centre (KHRCIEC/FEA/2011-13), the Navrongo Health Research Centre (NHRC-IRB135/08/2012) and the Noguchi Memorial Institute for Medical Research (NMIMR) (NMIMR-IRB CPN 004/11-12). Informed consent of parents or guardians for all participants was obtained. An additional assent was also obtained from children aged 10&#x2013;14 years prior to recruitment.</p>
            </sec>
            <sec>
                <title>Study sites and sample collection</title>
                <p>Parasite isolates were obtained from children aged 2&#x2013;14 years, diagnosed with malaria at Municipal hospitals in Kintampo North Municipality (here after referred as Kintampo; 2012&#x2013;2013 and 2016&#x2013;2017), Accra (2016&#x2013;2017) and Navrongo (2012&#x2013;2013), in Ghana. Kintampo is a tropical zone in the Brong Ahafo region with all year round high malaria transmission, whereas Navrongo is a savannah zone in the Upper East region where malaria transmission is seasonal and rainfall-dependent (
                    <xref ref-type="bibr" rid="ref-32">Owusu-Agyei 
                        <italic toggle="yes">et al</italic>., 2009</xref>) and Accra lies within the coastal savannah area with low seasonal malaria transmission (
                    <xref ref-type="bibr" rid="ref-24">Klinkenberg 
                        <italic toggle="yes">et al</italic>., 2008</xref>). These three regions represent the different malaria transmission intensity zones in the country (Accra&lt;Navrongo&lt;Kintampo), and the study participants have been characterized in greater detail in our previous reports (
                    <xref ref-type="bibr" rid="ref-3">Ademolue 
                        <italic toggle="yes">et al</italic>., 2017</xref>; 
                    <xref ref-type="bibr" rid="ref-28">Mensah-Brown 
                        <italic toggle="yes">et al</italic>., 2017</xref>). 
                    <italic toggle="yes">P. falciparum</italic> genomic DNA was analyzed for the prevalence of known antimalarial drug resistance-associated single nucleotide polymorphisms (SNPs) in 
                    <italic toggle="yes">pfcrt</italic> (K76T), 
                    <italic toggle="yes">pfmdr1</italic> (N86Y and Y184F), 
                    <italic toggle="yes">pfdhfr</italic> (N51I, C59R and S108N) and 
                    <italic toggle="yes">pfdhps</italic> (A437G and K540E) across the three study sites. Malaria was diagnosed using the first response &#x00ae;malaria Ag. (HRP2) card test (Premier Medical Corporation, Ltd., Mumbai, India) and confirmed by microscopy. Venous blood samples were obtained and depleted of leucocytes using lymphoprep gradient centrifugation, followed by passage through Plasmodipur filters (EuroProxima, Arnhem, Netherlands), the resulting infected red blood cells were stored at -20&#x00b0;C until DNA extraction.</p>
            </sec>
            <sec>
                <title>Extraction of genomic DNA and nested PCR</title>
                <p>

                    <italic toggle="yes">Plasmodium</italic> gDNA was extracted from the samples using the QIAamp Blood Midi Kit (Qiagen, Manchester, UK) as per manufacturer&#x2019;s instructions and stored at -20&#x00b0;C. Both outer and nested PCRs were carried out to amplify regions flanking known point mutations in 
                    <italic toggle="yes">pfcrt</italic> (K76T), 
                    <italic toggle="yes">pfmdr1</italic> (N86Y and Y184F), 
                    <italic toggle="yes">pfdhfr (</italic>N51I, C59R, and S108N) and 
                    <italic toggle="yes">pfdhps</italic> (A437G and K540E) that mediate antimalarial drug resistance. All PCRs were carried out at final volume of 25 &#x00b5;L containing 1X of Maxima Hot Start Green PCR master mix (Thermo Scientific, Waltham, MA, USA) and 250 nM of each of the forward and the reverse primers. Five microlitres of the purified 
                    <italic toggle="yes">P. falciparum</italic> gDNA was used as template in the outer PCR and 1 &#x00b5;L of the resulting products was used as template DNA in the nested PCR. Previously reported primer sets and cycling conditions for both the outer and the nested PCRs were used (
                    <xref ref-type="bibr" rid="ref-11">Djimd&#x00e9; 
                        <italic toggle="yes">et al</italic>., 2001a</xref>; 
                    <xref ref-type="bibr" rid="ref-18">Duraisingh 
                        <italic toggle="yes">et al</italic>., 1998</xref>). Prior to the restriction digest, 5 &#x00b5;L of the nested PCR products were resolved on 2% agarose gel stained with ethidium bromide and images were resolved using the Amersham Imager 600 (General Electric Healthcare Life Sciences, Chicago, IL, USA).</p>
            </sec>
            <sec>
                <title>Restriction digestion of nested PCR amplicons</title>
                <p>The resulting nested PCR products for each of the four genes containing the SNP alleles of interest were analyzed by restriction fragment length polymorphism (RFLP). Each of the restriction digestion reactions was set at a final volume of 15 &#x00b5;L containing 5 &#x00b5;L of the nested PCR product, 1X FastDigest Green buffer and 0.3 &#x00b5;L of the appropriate restriction enzyme (Thermo Scientific). The restriction enzymes used, incubation temperature, incubation time as well as the expected band sizes for the wild-type and the mutant alleles of the point mutations were as reported in previous studies (
                    <xref ref-type="bibr" rid="ref-11">Djimd&#x00e9; 
                        <italic toggle="yes">et al</italic>., 2001a</xref>; 
                    <xref ref-type="bibr" rid="ref-18">Duraisingh 
                        <italic toggle="yes">et al</italic>., 1998</xref>). Ten microlitres of the restriction digestion fragments were resolved on 2 % agarose gel stained with ethidium bromide and the resulting image resolved with the Amersham Imager 600 (GE, USA). Purified DNA obtained from laboratory strains of 
                    <italic toggle="yes">P. falciparum</italic> (Dd2, 3D7, FCR3, K1, 7G8 and W2) were used as controls for the sensitive and resistant alleles for each gene.</p>
            </sec>
            <sec>
                <title>Data analysis</title>
                <p>Data was analyzed using the 
                    <ext-link ext-link-type="uri" xlink:href="https://www.stata.com/">Stata</ext-link> version 14.2 (Texas, USA), and the 
                    <ext-link ext-link-type="uri" xlink:href="https://www.graphpad.com/scientific-software/prism/">GraphPad Prism</ext-link> (Version 6.01). Analysis of contingency tables of frequency distribution of the point mutations between the study sites were analyzed by chi-square test. In addition, allele combination frequency distribution of the pooled 2012&#x2013;2013 isolates was compared to the pooled 2016&#x2013;2017 isolates utilizing the Fisher exact test for expected lower cell counts taking each marker as independent. All statistical tests were two-tailed and statistical significance was defined at P &lt; 0.05.</p>
            </sec>
        </sec>
        <sec sec-type="results">
            <title>Results</title>
            <sec>
                <title>Prevalence of alleles in 
                    <italic toggle="yes">P. falciparum</italic> genes that mediate chloroquine and antifolate drug resistance</title>
                <p>To survey known point mutations implicated in CQ and SP resistance we carried out RFLP using appropriate primer sets. We did not observe any significant differences in the distribution of isolates harbouring 
                    <italic toggle="yes">pfcrt</italic> K76T, 
                    <italic toggle="yes">pfmdr1</italic> N86Y or 
                    <italic toggle="yes">pfmdr1</italic> Y184F point mutations associated with CQ and AQ resistance across the three transmission zones (P &gt; 0.05 for all three SNPs), although all the three mutant alleles were found at a higher prevalence in Navrongo compared to Kintampo and Accra (
                    <xref ref-type="table" rid="T1">Table 1</xref>). The total prevalence of 
                    <italic toggle="yes">pfcrt</italic> 76T (8%) and 
                    <italic toggle="yes">pfmdr1</italic> 86Y (10%) mutant alleles were comparable (P = 0.39). Compared to CQ resistance-associated alleles, higher frequencies were observed in the three study sites for all the antifolate drug resistance-associated alleles, except 
                    <italic toggle="yes">pfdhps</italic> K540E (
                    <xref ref-type="table" rid="T1">Table 1</xref> and Dataset 1). The frequency distribution of isolates harbouring the 
                    <italic toggle="yes">pfdhfr</italic> 51I, 59R and 108N mutant alleles were comparable across the study sites (P &gt; 0.05 for all the three loci). The distribution of 
                    <italic toggle="yes">pfdhps</italic> 437
                    <bold>G</bold>, which is also associated with sulfadoxine resistance, was significantly different across the study sites (P=0.01).</p>
                <table-wrap id="T1" orientation="portrait" position="anchor">
                    <label>Table 1. </label>
                    <caption>
                        <title>Frequency distribution of 
                            <italic toggle="yes">pfcrt, pfmdr1, pfdhps</italic> and 
                            <italic toggle="yes">pfdhfr</italic> SNPs in 
                            <italic toggle="yes">P. falciparum</italic> isolates.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="center" colspan="1" rowspan="2" valign="top">Gene</th>
                                <th align="center" colspan="1" rowspan="2" valign="top">Amino
                                    <break/>acid
                                    <break/>position</th>
                                <th align="center" colspan="1" rowspan="2" valign="top">Amino
                                    <break/>acid
                                    <sup>
                                        <xref ref-type="other" rid="FN1">a</xref>
                                    </sup>
                                </th>
                                <th align="center" colspan="1" rowspan="1" valign="top">Kintampo</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">Navrongo</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">Accra</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">Total</th>
                                <th align="center" colspan="1" rowspan="2" valign="top">P-value
                                    <sup>
                                        <xref ref-type="other" rid="FN1">b</xref>
                                    </sup>
                                </th>
                            </tr>
                            <tr>
                                <th align="center" colspan="1" rowspan="1" valign="top">n (%)</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">n (%)</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">n (%)</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">n (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">Pfcrt</italic>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">K76T</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">K</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">198 (93.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">37 (88.1)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">64 (88.9)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">299 (91.7)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">0.321</italic>
                                </td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>T</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">14 (7.0) </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">5 (11.9)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">8 (11.1)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">27 (8.3)</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">Pfmdr1</italic>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">N86Y</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">N</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">153 (91)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">47 (82.5)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">72 (92.3)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">272 (89.8)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">0.124</italic>
                                </td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>Y</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">15 (9.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">10 (17.5)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">6 (7.7)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">31 (10.2)</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">Y184F</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">Y</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">64 (35.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">15 (27.8)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">31 (38.8)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">110 (34.9)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">0.418</italic>
</td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>F</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">117(65.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">39 (72.2)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">49 (61.2)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">205 (65.1)</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">Pfdhfr</italic>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">N51I</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">N</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">38 (20.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">9 (16.7)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">6 (8.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">53 (16.6)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">0.058</italic>
</td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>I</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">151 (80.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">46 (83.3)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">69 (92.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">266 (83.4)</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">C59R</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">C</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">15 (13.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">5 (16.7)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">12 (15.4)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">32 (14.1)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">0.783</italic>
                                </td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>R</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">104 (87.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">25 (83.3)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">66 (84.6)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">195 (85.9)</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">S108N</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">S</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">21 (11.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">5 (9.1)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">4 (5.1)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">30 (9.5)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">0.281</italic>
                                </td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>N</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">163(89.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">50 (90.9)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">74 (94.9)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">287 (90.5)</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">Pfdhps</italic>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">A437G</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">A</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">23 (13.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">5 (9.1)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">1 (1.3)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">29 (9.4)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">0.0112</italic>
                                </td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>G</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">153 (87.0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">50 (90.9)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">77 (98.7)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">280 (90.6)</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">K540E</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">K</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">158 (99.9)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">54 (98.2</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">78 (100)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">290 (99.3)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">-</td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>E</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">1 (0.1)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">1 (1.8)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0  (0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">2 (0.7)</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn>
                            <p id="FN1">
                                <sup>
                                    <bold>a</bold>
                                </sup>Mutated amino acid depicted in bold, 
                                <sup>
                                    <bold>b</bold>
                                </sup>P-value based on Pearson chi-Square test or Exact chi-square test for categorical variables.</p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
            <sec>
                <title>Trends in the prevalence of antimalarial drug resistance markers in the study populations</title>
                <p>To investigate the dynamics of the drug resistance alleles in the selected areas, we compiled data from previous studies that reported the frequencies of the various mutations in the same or near-by communities. Thus, the current data from Navrongo were compared to previous data from the same area, while data from Kintampo were compared to published data from Sunyani, which is a town located in the same region (Brong Ahafo) as Kintampo. Generally, a decreasing trend was observed from 2005 to 2017 in the proportions of the alleles associated with CQ resistance in both study sites except for 
                    <italic toggle="yes">pfmdr1</italic> 86
                    <bold>Y</bold> in Navrongo (
                    <xref ref-type="fig" rid="f1">Figures 1A and B</xref>), which decreased from 2005/2006 to 2010 but appeared to plateau between 2012 and 2013. We, however, observed an increasing trend in the proportions of the pyrimethamine and sulfadoxine resistance alleles in 
                    <italic toggle="yes">pfdhfr</italic> and 
                    <italic toggle="yes">pfdhps</italic> respectively at both study sites from 2005 to 2013, with frequencies levelling off subsequently (
                    <xref ref-type="fig" rid="f1">Figures 1C&#x2013;F</xref>).</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>Trends in the prevalence of antimalarial drug resistant alleles from 2005 to 2017.</title>
                        <p>Summarized data from present study was compared to previous published data from Navrongo and Kintampo/Sunyani, Ghana, for 
                            <italic toggle="yes">pfmdr1</italic> and 
                            <italic toggle="yes">pfcrt</italic> point mutations (
                            <xref ref-type="bibr" rid="ref-14">Duah 
                                <italic toggle="yes">et al</italic>., 2013</xref>) and for the antifolate resistance mutations (
                            <xref ref-type="bibr" rid="ref-15">Duah 
                                <italic toggle="yes">et al</italic>., 2012</xref>). No data was available for the 
                            <italic toggle="yes">pfcrt</italic> 76T and pfmdr1 86Y in 2010 in Kintampo/Sunyani (
                            <xref ref-type="fig" rid="f1">Figure 1A&#x2013;B</xref>). Also, no data was available for Navrongo in 2016&#x2013;2017 in all the analysis. Deep black represents 2005&#x2013;2006, light black represents 2010, plain grey represents 2012&#x2013;2013 and crossed grey represents 2016&#x2013;2017.</p>
                    </caption>
                    <graphic orientation="portrait" position="float" xlink:href="https://openresearchafrica-files.f1000.com/manuscripts/13891/66f02fa6-d183-45f7-8cc0-967b448a5fd9_figure1.gif"/>
                </fig>
            </sec>
            <sec>
                <title>Analysis of 
                    <italic toggle="yes">pfdhfr</italic> and 
                    <italic toggle="yes">pfdhps</italic> haplotype combination distributions</title>
                <p>We used clinical isolates for which all the 
                    <italic toggle="yes">pfdhfr</italic> and 
                    <italic toggle="yes">pfdhps</italic> SNP alleles of interest were successfully genotyped to survey allele combinations and determine their distribution between study periods. The 
                    <italic toggle="yes">pfdhfr</italic> triple mutant allele combination (
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>R</bold>
                    <sub>59</sub>
                    <bold>N</bold>
                    <sub>108</sub>) was found at a prevalence of 53% in 2012/2013 and 79% in 2016/2017 (P&lt;0.0001, 
                    <xref ref-type="table" rid="T2">Table 2</xref>). Across both genes, the prevalence of the quadruple allele combination (
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>R</bold>
                    <sub>59</sub>
                    <bold>N</bold>
                    <sub>108</sub>/
                    <bold>G</bold>
                    <sub>437</sub>) increased from 43% to 73% from 2012/2013 to 2016/2017 study periods and the difference was statistically significant (P&lt;0.0001). Double mutant allele combinations of 
                    <italic toggle="yes">pfdhfr</italic> (
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>N</bold>
                    <sub>108</sub>, 
                    <bold>R</bold>
                    <sub>59</sub>
                    <bold>N</bold>
                    <sub>108</sub> and 
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>R</bold>
                    <sub>59</sub>) had comparably low frequencies. In addition, other generally low prevalence (&lt;10%) allele combinations in both 
                    <italic toggle="yes">pfdhfr</italic> and 
                    <italic toggle="yes">pfdhps</italic> included the triple mutant allele combination (
                    <bold>R</bold>
                    <sub>59</sub>
                    <bold>N</bold>
                    <sub>108</sub>/
                    <bold>G</bold>
                    <sub>437</sub>, 
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>R</bold>
                    <sub>59</sub>/
                    <bold>G</bold>
                    <sub>437 </sub>and 
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>N</bold>
                    <sub>108</sub>/
                    <bold>G</bold>
                    <sub>437</sub>) and the double mutant allele combination (
                    <bold>R</bold>
                    <sub>59</sub>/
                    <bold>G</bold>
                    <sub>437</sub>, 
                    <bold>N</bold>
                    <sub>108</sub>/
                    <bold>G</bold>
                    <sub>437</sub> and 
                    <bold>I</bold>
                    <sub>51</sub>/
                    <bold>G</bold>
                    <sub>437</sub>) for both the 2012/2013 and the 2016/2017 periods (
                    <xref ref-type="table" rid="T2">Table 2</xref>). A comparison of allele combination distribution by malaria transmission intensity revealed a significantly higher prevalence of the mutant allele combination in 
                    <italic toggle="yes">pfdhfr</italic> (
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>R</bold>
                    <sub>59</sub>
                    <bold>N</bold>
                    <sub>108</sub>) and in both genes 
                    <bold>I</bold>
                    <sub>51</sub>
                    <bold>R</bold>
                    <sub>59</sub>
                    <bold>N</bold>
                    <sub>108</sub>/
                    <bold>G</bold>
                    <sub>437</sub> in the lowest transmission area, Accra, compared to Kintampo (P=0.002 and P=0.04, respectively).</p>
                <table-wrap id="T2" orientation="portrait" position="anchor">
                    <label>Table 2. </label>
                    <caption>
                        <title>Temporal trends of 
                            <italic toggle="yes">SP drug resistance haplotypes</italic> from 2012 to 2017 by study period.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th colspan="1" rowspan="1"/>
                                <th align="center" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">pfdhfr</italic>
                                </th>
                                <th colspan="1" rowspan="1"/>
                                <th align="center" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">pfdhps</italic>
</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">2012&#x2013;2013</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">2016&#x2013;2017</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">Total</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">P-value
                                    <sup>
                                        <xref ref-type="other" rid="FN2">a</xref>
                                    </sup>
</th>
                            </tr>
                            <tr>
                                <th colspan="1" rowspan="1"/>
                                <th colspan="1" rowspan="1"/>
                                <th colspan="1" rowspan="1"/>
                                <th colspan="1" rowspan="1"/>
                                <th align="center" colspan="1" rowspan="1" valign="top">n = 95 (%)</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">n =128 (%)</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">n=223 (%)</th>
                                <th colspan="1" rowspan="1"/>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">N51I</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">C59R</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">S108N</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">A437G</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>I</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>R</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>N</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>G/A</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">50 (52.6)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">101(79)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>151(67.7)</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">&lt;0.0001</italic>
                                    </bold>
                                </td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">N</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>R</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>N</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>G</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">10 (10.5)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">8 (6.3)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">18 (8.1)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">0.321</italic>
                                </td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>I</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>R</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">S</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>G</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">8 (8.4)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">2 (1.6)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">10 (4.5)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">0.020</italic>
                                    </bold>
</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>I</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">C</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>N</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>G</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">7 (7.4)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">12 (9.4)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">19 (8.5)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">0.637</italic>
</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">N</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>R</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">S</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>G</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">5 (5.3)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">2 (1.6)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">7(3.1)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">0.140</italic>
</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>I</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">C</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>N</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">A</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">4 (4.2)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0 (0)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">4 (1.8)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <italic toggle="yes">0.032</italic>
                                    </bold>
</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">N</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">C</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>N</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>G</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">3 (3.2)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">1 (0.8)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">4 (1.8)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">0.315</italic>
</td>
                            </tr>
                            <tr>
                                <td align="center" colspan="1" rowspan="1" valign="top">N</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>R</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>
                                        <underline>N</underline>
                                    </bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">A</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">3 (3.2)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">1 (0.8)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">4 (1.8)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">0.315</italic>
</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn>
                            <p>

                                <bold>Note: </bold>Numbers include only isolates that were successfully genotyped for all the four point mutations in 
                                <italic toggle="yes">pfdhfr</italic> and 
                                <italic toggle="yes">pfdhps</italic>.</p>
                            <p id="FN2">Each haplotype has mutant amino acids shown in bold. 
                                <sup>
                                    <bold>a</bold>
                                </sup>P-value based on Exact chi-square test</p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
        </sec>
        <sec sec-type="discussion">
            <title>Discussion</title>
            <p>

                <italic toggle="yes">P. falciparum</italic> resistance to antimalarial drugs remains one of the biggest threats to the control and elimination of malaria globally. In Ghana, a change in the use of CQ to ACTs was implemented in 2005 as a result of high rate of malaria treatment failure (
                <xref ref-type="bibr" rid="ref-16">Duah 
                    <italic toggle="yes">et al</italic>., 2007</xref>). Mutant alleles in some key genes of the parasite are clearly linked to CQ and antifolate drug resistance. Recent reports have shown that some of these point mutations might also modulate the efficacy of the currently used ACTs (
                <xref ref-type="bibr" rid="ref-22">Gresty 
                    <italic toggle="yes">et al</italic>., 2014</xref>; 
                <xref ref-type="bibr" rid="ref-39">Veiga 
                    <italic toggle="yes">et al</italic>., 2016</xref>). Thus, the availability of data on the prevalence of antimalarial drug resistance-associated alleles will be important for informing national policies on malaria treatment. Hence, in this study we determined the prevalence of alleles associated with CQ and antifolate resistance using clinical isolates from three malaria endemic regions in Ghana that have varying transmission intensities.</p>
            <p>Both 
                <italic toggle="yes">in vitro</italic> and molecular surveillance studies have associated CQ resistance mainly with the 
                <italic toggle="yes">pfcrt</italic> 76T allele, but also with 
                <italic toggle="yes">pfmdr1</italic> 86Y and 184F alleles. Data presented here show a gradual decline in frequency of the 
                <italic toggle="yes">pfcrt</italic> 76T resistance-associated allele over the years since the official discontinuation of CQ as an antimalarial in Ghana, which is consistent with findings in other malaria endemic populations in east Africa such as Tanzania, Malawi and Kenya (
                <xref ref-type="bibr" rid="ref-29">Mohammed 
                    <italic toggle="yes">et al</italic>., 2013</xref>; 
                <xref ref-type="bibr" rid="ref-30">Mwai 
                    <italic toggle="yes">et al</italic>., 2009</xref>). The fitness cost of harbouring the mutant alleles is thought to select against them in favour of the non-resistant background alleles (
                <xref ref-type="bibr" rid="ref-4">Babiker 
                    <italic toggle="yes">et al</italic>., 2009</xref>; 
                <xref ref-type="bibr" rid="ref-23">Kiarie 
                    <italic toggle="yes">et al</italic>., 2015</xref>). Unlike 
                <italic toggle="yes">pfcrt</italic> 76T and 
                <italic toggle="yes">pfmdr1</italic> 86Y, the prevalence of 
                <italic toggle="yes">pfmdr1</italic> 184F mutant allele (65%) appears to have not varied so much from 2005 to 2017 when compared to the 43% to 69% prevalence reported from 2005 to 2010 (
                <xref ref-type="bibr" rid="ref-14">Duah 
                    <italic toggle="yes">et al</italic>., 2013</xref>).</p>
            <p>Although high frequencies of the point mutations implicated in the development of resistance to antifolates were reported before the change in malaria treatment guidelines in 2005 in Ghana, the drug is still in use for intermittent preventive treatment of malaria in pregnancy (IPTp) and also recommended for seasonal malaria chemotherapy (SMC) among children under five in areas of high but seasonal malaria transmission. The percentages of the 
                <italic toggle="yes">pfdhfr</italic> 51I (81%), 59R (82%), 108N (88%) and 
                <italic toggle="yes">pfdhps</italic> 437G (88%) mutant alleles reported in this study are relatively higher when compared to the 71%, 42%, 64% and 80% prevalence reported in a recent study in a neighbouring country, Burkina Faso (
                <xref ref-type="bibr" rid="ref-8">Cisse 
                    <italic toggle="yes">et al</italic>., 2017</xref>), this could be due to differences in the uptake of IPT
                <sub>P</sub> in both countries. Unlike the mutations associated with CQ resistance which decreased, an increasing trend in the prevalence of the antifolate resistance-associated mutant alleles was observed from 2005 to 2017. This high prevalence may be due to SP intervention in groups such as pregnant women and young children acting as reservoirs of infections with resistance alleles as a direct consequence of continuous use of SP in IPTp and SMC campaigns that fuel transmission of these alleles in the general population. Another important factor may be the unauthorized use of SP for self-medication as it is readily available at health centres and pharmacy shops in the study areas (
                <xref ref-type="bibr" rid="ref-1">Abuaku 
                    <italic toggle="yes">et al</italic>., 2004</xref>), particularly because it is a single dose drug with very minimal to no adverse reactions. Higher SP treatment failure have been correlated with the 
                <italic toggle="yes">pfdhfr/pfdhps</italic> quintuple (
                <italic toggle="yes">pfdhfr/pfdhps</italic> I
                <sub>51</sub>R
                <sub>59</sub>N
                <sub>108</sub>/G
                <sub>437</sub>E
                <sub>540</sub>) haplotypes (
                <xref ref-type="bibr" rid="ref-25">Kublin 
                    <italic toggle="yes">et al</italic>., 2002</xref>; 
                <xref ref-type="bibr" rid="ref-38">Triglia 
                    <italic toggle="yes">et al</italic>., 1997</xref>). In this study, however, no isolate was observed to carry the quintuple mutant allele. This is consistent with other studies which show that though the variant quintuple mutant allele is almost fixed in east Africa, it is largely absent from West Africa (
                <xref ref-type="bibr" rid="ref-44">Naidoo &amp; Roper, 2013</xref>; 
                <xref ref-type="bibr" rid="ref-45">Roper 
                    <italic toggle="yes">et al</italic>., 2004</xref>). However, our data shows a significant increased prevalence of parasite isolates that harbour the quadruple mutant allele combination involving both genes (I
                <sub>51</sub>R
                <sub>59</sub>N
                <sub>108</sub>/G
                <sub>437</sub>) in the 2012&#x2013;2013 and 2016&#x2013;2017 study periods. This suggests that selection by SP in our study settings is still continuing. These findings are corroborated by previous studies in Ghana (25%&#x2013;69%) (
                <xref ref-type="bibr" rid="ref-15">Duah 
                    <italic toggle="yes">et al</italic>., 2012</xref>), Cameroon (47%) (
                <xref ref-type="bibr" rid="ref-7">Chauvin 
                    <italic toggle="yes">et al</italic>., 2015</xref>) and Equatorial Guinea (54%) (
                <xref ref-type="bibr" rid="ref-6">Berzosa 
                    <italic toggle="yes">et al</italic>., 2017</xref>), which suggests a high prevalence of variant quadruple mutant alleles in West to Central Africa. The 
                <italic toggle="yes">pfdhps</italic> K540E point mutation, which is a surrogate for high level resistance to SP was found in a very low proportion of the clinical isolates (1 %) in this study. This is consistent with reports in other countries in the sub-region including Mali and Burkina Faso (
                <xref ref-type="bibr" rid="ref-8">Cisse 
                    <italic toggle="yes">et al</italic>., 2017</xref>; 
                <xref ref-type="bibr" rid="ref-9">Coulibaly 
                    <italic toggle="yes">et al</italic>., 2014</xref>), and suggests that if selection is increased it might eventually lead to a higher level of SP resistance in West Africa.</p>
            <p>The increasing trend in the prevalence of the SP resistance-associated alleles is of concern and highlights the need for monitoring in populations receiving IPTp, and SMC, and for trials of other drug combinations. The study indicates that CQ sensitive parasites have again become more common since the replacement of CQ with a variety of ACTs as first-line treatments of uncomplicated malaria in Ghana. This notwithstanding, our findings also show that between 5% to 14% of clinical infections may still carry CQ resistant parasites, which suggest that ACT partner drugs such as AQ that is widely used in Ghana may still be maintaining significant selection pressure on the 
                <italic toggle="yes">pfcrt</italic> locus. In addition, the increasing prevalence of 
                <italic toggle="yes">pfdhfr</italic> haplotypes known to correlate with SP treatment failure calls for continuous monitoring of parasite populations across the different eco-epidemiological areas of Ghana to gather data for assessing the public health implications.</p>
        </sec>
        <sec sec-type="conclusions">
            <title>Conclusion</title>
            <p>This study reports an increasing prevalence of CQ sensitive clinical isolates after 12 years of CQ withdrawal at three diverse study sites in Ghana. On the contrary, if an increasing trend in the frequency of SP-resistance associated alleles continues, it may in the future undermine use of SP for prevention of malaria in pregnant women and children.</p>
        </sec>
        <sec>
            <title>Data availability</title>
            <p>The data supporting this article is available online at Open Science Framework: Dataset 1. Prevalence of chloroquine and antifolate drug resistance alleles in 
                <italic toggle="yes">Plasmodium falciparum</italic> clinical isolates from three areas in Ghana. 
                <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/10.17605/OSF.IO/N2GZF">http://dx.doi.org/10.17605/OSF.IO/N2GZF</ext-link> (
                <xref ref-type="bibr" rid="ref-2">Abugri 
                    <italic toggle="yes">et al</italic>., 2018</xref>) under a CC0 1.0 Universal licence.</p>
        </sec>
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    <sub-article article-type="reviewer-report" id="report26410">
        <front-stub>
            <article-id pub-id-type="doi">10.21956/aasopenres.13891.r26410</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Kamau</surname>
                        <given-names>Edwin</given-names>
                    </name>
                    <xref ref-type="aff" rid="r26410a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r26410a1">
                    <label>1</label>Walter Reed Army Institute of Research, Silver Spring, MD, USA</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>1</day>
                <month>6</month>
                <year>2018</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2018 Kamau E</copyright-statement>
                <copyright-year>2018</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport26410" related-article-type="peer-reviewed-article" xlink:href="10.12688/aasopenres.12825.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Abugri 
                <italic>et al.</italic> analyzed the prevalence of chloroquine (CQ) and sulphadoxine-pyrimethamine (SP) resistance in clinical isolates in Ghana. The authors used known molecular markers of resistance in three genes that modulate sensitivities to these two different antimalarial drugs; pfcrt and pfmdr1 for CQ resistance, and pfdhfr and pfdhps for SP resistance. Samples were collected from three different locations with different transmission intensities in two different time periods, 2012/2013 and 2016/2017. It is a well written manuscript but I have several comments.</p>
            <p> </p>
            <p> Abstract: 
                <list list-type="order">
                    <list-item>
                        <p>In the background, the authors state the policy was changed from CQ (as the first-line treatment?) to ACT due to CQ resistance. Was SP ever used as a first- or second-line treatment?</p>
                    </list-item>
                    <list-item>
                        <p>According to the methods section (in the main text), the studies were conducted in 2012/2013 and 2016/2017, NOT 
                            <underline>between</underline> 2012 and 2017 because no data was collected in 2014 and 2015.</p>
                    </list-item>
                    <list-item>
                        <p>In the results section, the second line which begins with &#x201c;most&#x201d;, needs to be improved. The authors should consider re-writing.</p>
                    </list-item>
                </list> Introduction: 
                <list list-type="order">
                    <list-item>
                        <p>In the first line, Sub Saharan Africa consider writing Sub-Saharan Africa</p>
                    </list-item>
                    <list-item>
                        <p>In the second paragraph, the parasites have developed resistance to antimalarial monotherapies? It might be important to specify. I am assuming the authors meant Artemisinin monotherapies.</p>
                    </list-item>
                    <list-item>
                        <p>In the paragraph that introduces SP, consider removing the term &#x201c;On the other hand&#x201d; and &#x201c;also&#x201d; since this is the first time you have introduced this concept in the introduction.</p>
                    </list-item>
                    <list-item>
                        <p>In the same paragraph (on SP), references needed for the first and second lines.</p>
                    </list-item>
                    <list-item>
                        <p>When N (108) I (51) and R (59) is mentioned, it makes sense to put everything in chronologic order I (51) R (59) and N (108) which the authors have done to do so in the rest of the manuscript.</p>
                    </list-item>
                    <list-item>
                        <p>&#x00a0;The authors mention Duah 
                            <italic>et al</italic> 2007
                            <sup>
                                <xref ref-type="bibr" rid="rep-ref-26410-1">1</xref>
                            </sup>&#x00a0;study which discussed the high prevalence of CQ resistance. However, they fail to mention the follow-up 2012 and 2013 studies although they mention the references later. To set the stage, I think the authors have to be upfront and mention what the follow-on studies by these authors (Duah 
                            <italic>et al</italic>. 2012
                            <sup>
                                <xref ref-type="bibr" rid="rep-ref-26410-2">2</xref>
                            </sup> and 2013[re-3]) found in Ghana.</p>
                    </list-item>
                </list> Methods: 
                <list list-type="order">
                    <list-item>
                        <p>A map is needed to show the different locations where the samples were collected. It should be clear how far apart the distances are. Is Kintampo site at one district hospital or several hospitals?</p>
                    </list-item>
                    <list-item>
                        <p>Provide more information about the different field sites regardless of the fact that the authors have mentioned that more information is available elsewhere. The authors can be brief: what are the transmission rates, EIR etc.; what time of the year were the samples collected?</p>
                    </list-item>
                </list> Results: 
                <list list-type="order">
                    <list-item>
                        <p>The first line is not important since it is stating the purpose of the study again which has already been mentioned. In addition, there is no point of repeating to mention that K76T, N86Y, Y184F associated with CQ, AQ and (not mentioned L) resistance because it is already mentioned in the introduction.</p>
                    </list-item>
                    <list-item>
                        <p>This is one of the major concerns of mine. First, samples were collected in two different time periods (2012/2013 in Kintampo and Navrongo; 2016/2017 in Kintampo and Accra). In a 5 year period, prevalence can change dramatically. Therefore, the frequency of distribution should be analyzed separately for the two time periods. If no differences are seen, then it should be stated as such but the analysis must be done separately.</p>
                    </list-item>
                    <list-item>
                        <p>This is follow-on to point #2 above. 437G was found to be higher in Accra and that&#x2019;s why there was significant difference. This might because Accra samples were collected in 2016/2017 only. The authors need to breakdown the analysis per the period which the samples were collected such as comparing Navrongo 2016/2017 to Accra 2016/2017 only.</p>
                    </list-item>
                    <list-item>
                        <p>In malaria endemic regions, samples always contain mixed infections where both wildtype and mutant alleles are present. The authors have not mentioned anything about the presence of mixed infections and how such samples were analyzed.</p>
                    </list-item>
                    <list-item>
                        <p>Show Sunyani on the map so that the reader can get the sense of distance to Kintampo.</p>
                    </list-item>
                    <list-item>
                        <p>One of my other major concern with this study is the micro-epidemiology of malaria and the micro-heterogeneity in transmission. Malaria transmission can be highly heterogeneous over a small spatial scale not to mention dramatic change from season to season. Comparing data collected elsewhere (Sunyani vs. Kintampo) no matter the distance, and then treat it as if it is from the same location, this can be extremely problematic and misleading. The authors must make strong arguments and justify their point of view much more strongly than currently presented. See references below.</p>
                    </list-item>
                    <list-item>
                        <p>In the analysis of pfdhfr and pfdhps haplotypes, only Kintampo has samples collected in 2012/2013 and 2016/2017, comparing three different locations which Navrongo only has 2012/2013 samples/data and Accra has only 2016/2017 samples/data is not completely accurate (as presented 2012/2013 vs. 2016/2017). This analysis must be revisited. The difference might be just because the samples were collected in different locations; it is important this is possibility is ruled out.</p>
                    </list-item>
                </list> Discussion: 
                <list list-type="order">
                    <list-item>
                        <p>The first paragraph of the discussion needs to capture and highlight the key findings of the study, consider re-writing the first paragraph of the discussion to capture the key findings.</p>
                    </list-item>
                    <list-item>
                        <p>The discussion needs to compare more critically similar studies that have been conducted in Ghana (Duah et al. 2012 and 2013) and West Africa. What additional information does the current study contribute?</p>
                    </list-item>
                    <list-item>
                        <p>Compare data with some of the most recent studies conducted in East Africa (studies cited here are not the most recent). This should be in the context of the first-line treatment ACTs in East Africa (AL) vs. first-line treatment ACTs in West Africa which might be driving the changes in molecular epidemiology of malaria parasites.</p>
                    </list-item>
                    <list-item>
                        <p>In page 7, the authors mention that differences in Burkina Faso and Ghana maybe due to differences IPTp uptake. This is an important line which needs references. State clearly what the differences are.</p>
                    </list-item>
                    <list-item>
                        <p>The authors speculate that high prevalence may be due to use of SP in IPT and SMC. What other antifolate drugs are being used in these communities such as cotrimoxazole for treatment of opportunistic infections in HIV-infected population which might be contributing to the increased resistance over time? &#x00a0;</p>
                    </list-item>
                    <list-item>
                        <p>IPTp have remained highly effective in locations where prevalence of SP resistance markers remain high and fixed in the parasite population. It is clear that from 2005 to 2017 that SP resistance markers are on the rise. The authors needs to discuss the implication of this trend in detail in the context of IPTp, are these mutations getting fixed in the population? How is monitoring of these markers going to influence policy makers if SP remains efficacious in IPTp not only in Ghana, but in other countries where prevalence of these markers remain high?</p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>NA</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <back>
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    </sub-article>
    <sub-article article-type="reviewer-report" id="report26335">
        <front-stub>
            <article-id pub-id-type="doi">10.21956/aasopenres.13891.r26335</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Ishengoma</surname>
                        <given-names>Deus S</given-names>
                    </name>
                    <xref ref-type="aff" rid="r26335a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-2040-3416</uri>
                </contrib>
                <aff id="r26335a1">
                    <label>1</label>National Institute for Medical Research, Tanga Centre, Tanga, Tanzania</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>8</day>
                <month>5</month>
                <year>2018</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2018 Ishengoma DS</copyright-statement>
                <copyright-year>2018</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport26335" related-article-type="peer-reviewed-article" xlink:href="10.12688/aasopenres.12825.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <bold>General comments:</bold>
            </p>
            <p> The manuscript covers an important topic because of the following reasons. 
                <list list-type="order">
                    <list-item>
                        <p>Drug resistance has been one of the major problems that has significant impact on the WHO strategy of malaria control through case management, which entails prompt diagnosis and treatment with effective antimalarial drugs. Due to resistance to the drugs which were commonly used in the past, chloroquine (CQ) and sulphadoxine/pyrimethamine (SP), all endemic countries replaced them with artemisinin combination therapy (ACT). Thus, surveillance of molecular markers of resistance is critical to inform policy makers on the effectiveness of antimalarials currently used for treatment of malaria in the respective countries.</p>
                    </list-item>
                    <list-item>
                        <p>Amodiaquine (an aminoquinoline like CQ) and SP are still used in Ghana and other African countries. Whereas SP is used for intermittent preventive treatment in pregnant women (IPTp), amodiaquine-SP (which is an ACT) is used for seasonal mass chemoproprevention in the Sahel region of West Africa. Monitoring molecular markers of these drugs is very important in order to provide information on the performance of these antimalarials.</p>
                    </list-item>
                </list> &#x00a0;</p>
            <p> The manuscript is well written but it needs some improvements by working on the following areas:</p>
            <p> 
                <bold>Specific comments:</bold> 
                <list list-type="order">
                    <list-item>
                        <p>
                            <italic>Abstract:</italic> 
                            <list list-type="order">
                                <list-item>
                                    <p>Under the methods, it is important to mention the genotyping method used, and how the data was managed in order guide the reader. For instance, it is mentioned that the samples were collected between 2012 and 2017 but the results are presented as a single time point, without any mention on the different time points.</p>
                                </list-item>
                                <list-item>
                                    <p>Results: Although it is mentioned in the methods that samples were collected between 2012 and 2017, this is not mentioned in the results and trends of the prevalence of the molecular markers are not shown.</p>
                                </list-item>
                                <list-item>
                                    <p>Conclusion: This is based on the comparison of the current and previous data which is not shown in the results presented. Authors should either revise the conclusion or incorporate the data referred to in the abstract.</p>
                                </list-item>
                            </list> </p>
                    </list-item>
                    <list-item>
                        <p>
                            <italic>Methods:</italic> 
                            <list list-type="order">
                                <list-item>
                                    <p>The authors should explain why sampling involved children aged 2 &#x2013; 14 years. They should also give reasons as to why venous blood was collected for this type of study which could be done using samples collected as dried blood spots on filter papers (by just finger prick). And why were the samples were depleted of leucocytes?</p>
                                </list-item>
                                <list-item>
                                    <p>Under data analysis, they should give reasons for pooling the results of 2002-2003 and 2016 2017 instead of analysing each year separately.</p>
                                </list-item>
                            </list> </p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Results:</bold> 
                            <list list-type="order">
                                <list-item>
                                    <p>Authors should give a baseline table showing the number of children sampled at each of the study sites and time points to guide the reader in terms of distribution of samples. They should also show how many samples (with percentage) were successfully genotyped in this table to give an idea of the amplification success (proportion of samples with genotypes) for each of the markers analysed. This will be helpful in interpreting the results in subsequent sections.</p>
                                </list-item>
                                <list-item>
                                    <p>In the introduction, it was stated that, &#x201c;This study sought to ascertain the population trends in the prevalence of known drug-resistance-related point mutations in 
                                        <italic>pfcrt, pfmdr1, pfdhfr</italic> and 
                                        <italic>pfdhps</italic> in clinical isolates from three different malaria-endemic areas in Ghana a decade following the introduction of ACTs&#x201d; and it was also mentioned in the data analysis section that the data was pooled for 2002-2003 and 2016-2017. However, the section on the prevalence of alleles of CQ and antifolates as well as table 1 don&#x2019;t show any data on the prevalence of the alleles at different time points (trends). Such data should be incorporated in the table and summarized in the text as well.</p>
                                </list-item>
                                <list-item>
                                    <p>While in the text authors refer to &#x201c;prevalence of alleles&#x201d;, the heading of table 1 talks about the &#x201c;frequency of SNPs&#x201d;. These are two different things and should be reconciled. The authors should also explain how they dealt with samples which had mixed infections and therefore mixed alleles. &#x00a0;</p>
                                </list-item>
                                <list-item>
                                    <p>The prevalence of triple 
                                        <italic>dhfr</italic> mutant alleles (
                                        <bold>I
                                            <sub>51</sub>R
                                            <sub>59</sub>N
                                            <sub>108</sub>
                                        </bold>) is not shown in table 2 and the figures mentioned (53% in 2002/2003 and 79% in 2016/2017) are for the quadruple mutations of both 
                                        <italic>dhfr </italic>(
                                        <bold>I
                                            <sub>51</sub>R
                                            <sub>59</sub>N
                                            <sub>108</sub>
                                        </bold>) and 
                                        <italic>dhps</italic> (G
                                        <sub>437</sub>) while the prevalence of 43% and 73% of the quadruple mutation mentioned in the text is not shown in table 2. Since table 2 presents combined 
                                        <italic>dhfr</italic> and 
                                        <italic>dhps</italic> mutations, all the reported haplotypes should cover both genes because the reported number and prevalence are basically considered to have combined parasites with/without mutations in the two genes (as reported in table 2). Thus, the following statement, &#x201c;Double mutant allele combinations of 
                                        <italic>pfdhfr</italic> (
                                        <bold>I</bold>
                                        <sub>51</sub>
                                        <bold>N</bold>
                                        <sub>108</sub>, 
                                        <bold>R</bold>
                                        <sub>59</sub>
                                        <bold>N</bold>
                                        <sub>108</sub> and 
                                        <bold>I</bold>
                                        <sub>51</sub>
                                        <bold>R</bold>
                                        <sub>59</sub>) had comparably low frequencies&#x201d; cannot be shown in the same table (as for the triple 
                                        <italic>dhfr</italic> mutations) without including the allele on 
                                        <italic>dhps</italic>. The double mutation 
                                        <bold>I
                                            <sub>51</sub>G
                                            <sub>437</sub>
                                        </bold> reported in text is not shown in table 2.</p>
                                </list-item>
                            </list> </p>
                    </list-item>
                    <list-item>
                        <p>
                            <italic>Discussion:</italic> 
                            <list list-type="order">
                                <list-item>
                                    <p>The authors mentioned that, &#x201c;The percentages of the 
                                        <italic>pfdhfr</italic> 51I (81%), 59R (82%), 108N (88%) and 
                                        <italic>pfdhps</italic> 437G (88%) mutant alleles reported in this study are relatively higher when compared to the 71%, 42%, 64% and 80% prevalence reported in a recent study in a neighbouring country, Burkina Faso (Cisse 
                                        <italic>et al</italic>., 2017), this could be due to differences in the uptake of IPT
                                        <sub>P</sub> in both countries.&#x201d; However, they do not provide any data or evidence to show the differences in uptake of IPTp in the two countries.</p>
                                </list-item>
                                <list-item>
                                    <p>At the end of the second paragraph, authors state that, &#x201c;Unlike 
                                        <italic>pfcrt</italic> 76T and 
                                        <italic>pfmdr1</italic> 86Y, the prevalence of 
                                        <italic>pfmdr1</italic> 184F mutant allele (65%) appears to have not varied so much from 2005 to 2017 when compared to the 43% to 69% prevalence reported from 2005 to 2010&#x201d;. The role of ACTs in the selection of 
                                        <italic>mdr1</italic> mutations should be discussed, due to available evidence of increasing N86 and 184
                                        <bold>F</bold> after introduction of ACTs as reported in some countries.</p>
                                </list-item>
                                <list-item>
                                    <p>This study covers molecular markers which are important for drugs used in both IPTp and SMC, the discussion should provide prominence on these interventions, in order to make a strong case for future surveillance and monitoring of these markers. This will provide an opportunity to monitor the impact of IPTp and SMC on the molecular markers of amodiaquine and SP resistance.</p>
                                </list-item>
                            </list> </p>
                    </list-item>
                </list> &#x00a0; 
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>Conclusion: </bold>
                        </p>
                    </list-item>
                </list> The conclusion should be revised to align it to the objectives of the study which was stated at the end of the introduction; &#x201c;This study sought to ascertain the population trends in the prevalence of known drug-resistance-related point mutations in 
                <italic>pfcrt, pfmdr1, pfdhfr</italic> and 
                <italic>pfdhps</italic> in clinical isolates from three different malaria-endemic areas in Ghana a decade following the introduction of ACTs&#x201d;. Thus, together with a conclusion of the trends of the CQ markers, they should also summarise the trends of SP mutations before finishing with the possible implication of the findings. 
                <list list-type="order">
                    <list-item>
                        <p>Others comments
                            <bold>.</bold> 
                            <list list-type="order">
                                <list-item>
                                    <p>Authors should revise the document to take care of some few typos.</p>
                                </list-item>
                            </list> </p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Antimalarial drug resistance, genomic epidemiology of malaria and national health laboratory systems.</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
    </sub-article>
</article>
