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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2021.732923</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A Molecular Investigation of Malaria Infections From High-Transmission Areas of Southern Togo Reveals Different Species of <italic>Plasmodium</italic> Parasites</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Kassegne</surname> <given-names>Kokouvi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/851096/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Fei</surname> <given-names>Si-Wei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ananou</surname> <given-names>Koffigan</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Noussougnon</surname> <given-names>Kokou S&#x00E9;p&#x00E9;nou</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Komi Koukoura</surname> <given-names>Komi</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1072454/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Abe</surname> <given-names>Eniola Michael</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Guo</surname> <given-names>Xiao-Kui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/397469/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Chen</surname> <given-names>Jun-Hu</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/653537/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhou</surname> <given-names>Xiao-Nong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/577746/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>National Institute of Parasitic Diseases, Chinese Center for Diseases Control and Prevention (Chinese Center for Tropical Diseases Research), National Health Commission of the People&#x2019;s Republic of China (NHC) Key Laboratory of Parasite and Vector Biology, World Health Organization (WHO) Collaborating Center for Tropical Diseases, National Center for International Research on Tropical Diseases</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Centre M&#x00E9;dico-Social Notre Dame de la Consolation</institution>, <addr-line>Atakpam&#x00E9;</addr-line>, <country>Togo</country></aff>
<aff id="aff4"><sup>4</sup><institution>H&#x00F4;pital Bethesda d&#x2019;Agou Nyogbo</institution>, <addr-line>Agou</addr-line>, <country>Togo</country></aff>
<aff id="aff5"><sup>5</sup><institution>Laboratoire des Sciences Biom&#x00E9;dicales, Alimentaires et Sant&#x00E9; Environnementale, D&#x00E9;partement des Analyses Biom&#x00E9;dicales, Ecole Sup&#x00E9;rieure des Techniques Biologiques et Alimentaires, Universit&#x00E9; de Lom&#x00E9;</institution>, <addr-line>Lom&#x00E9;</addr-line>, <country>Togo</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Social Work, Education and Community Wellbeing, Faculty of Health and Life Sciences, Northumbria University</institution>, <addr-line>Newcastle upon Tyne</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Aparup Das, ICMR-National Institute of Research in Tribal Health, India</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: William Harold Witola, University of Illinois at Urbana&#x2013;Champaign, United States; Farah Aini Abdullah, Universiti Sains Malaysia (USM), Malaysia</p></fn>
<corresp id="c001">&#x002A;Correspondence: Kokouvi Kassegne, <email>kassegnek@sjtu.edu.cn</email></corresp>
<corresp id="c002">Jun-Hu Chen, <email>chenjh@nipd.chinacdc.cn</email></corresp>
<fn fn-type="present-address" id="fn002"><p><sup>&#x2020;</sup>Present address: Kokou S&#x00E9;p&#x00E9;nou Noussougnon, Centre Hospitalier Pr&#x00E9;fectoral d&#x2019;Agou Gare, Agou, Togo</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Infectious Agents and Disease, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>732923</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Kassegne, Fei, Ananou, Noussougnon, Komi Koukoura, Abe, Guo, Chen and Zhou.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Kassegne, Fei, Ananou, Noussougnon, Komi Koukoura, Abe, Guo, Chen and Zhou</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Malaria particularly burdens people in poor and neglected settings across the tropics of Africa. Meanwhile, a large proportion of the Togo population have poor understanding of malaria epidemiology and parasites. This study carried out a molecular survey of malaria cases in southern Togo during 2017&#x2013;2019. We estimated <italic>Plasmodium</italic> species infection rates and microscopic examination compliance with nested PCR results. Sensitivity and specificity analyses were performed in conjunction with predictive values. Also, phylogenetic characterization of species of malaria parasites was assessed. <italic>Plasmodium</italic> genus-specific nested PCR identified 565 positive cases including 536/611 (87.8%) confirmed cases from the microscopy-positive group and 29/199 (14.6%) diagnosed malaria cases from the microscopy-negative group. Our findings revealed a disease prevalence (69.8%) higher than that reported (25.5&#x2013;55.1%) for the country. The diagnostic test had 94.9% sensitivity and 69.4% specificity, i.e., it missed 120 of the people who had malaria and about one-third of the people tested positive for the disease, which they did not have, respectively. In conjunction, the test showed 87.7% positive predictive value and 85.4% negative predictive value, which, from a clinical perspective, indicates the chance that a person with a positive diagnostic test truly has the disease and the probability that a person with a negative test does not have the disease, respectively. Further species-specific nested PCR followed by analysis of gene sequences confirmed species of malaria parasites and indicated infection rates for <italic>Plasmodium falciparum</italic> (Pf), 95.5% (540/565); <italic>P. ovale</italic> (Po), 0.5% (3/565); and <italic>P. malariae</italic> (Pm), 0.4% (2/565). In addition, 20 cases were coinfection cases of Pf-Po (15/565) and Pf-Pm (5/565). This study publicly reports, for the first time, a molecular survey of malaria cases in Togo and reveals the presence of other malaria parasites (Po and Pm) other than Pf. These findings might provide answers to some basic questions on the malaria scenario and, knowledge gained could help with intervention deployment for effective malaria control in Togo.</p>
</abstract>
<kwd-group>
<kwd>malaria</kwd>
<kwd>molecular surveillance</kwd>
<kwd><italic>Plasmodium</italic> species</kwd>
<kwd>phylogeny</kwd>
<kwd>Togo</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="6"/>
<ref-count count="41"/>
<page-count count="10"/>
<word-count count="7841"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Malaria is a major debilitating infectious disease that affects millions of people and impedes public health and socioeconomic development in Africa (<xref ref-type="bibr" rid="B17">Kassegne et al., 2017</xref>). In tropical Africa, nearly 90% of deaths among young children are related to malaria (<xref ref-type="bibr" rid="B39">World Health Organization [WHO], 2018b</xref>).</p>
<p>Malaria transmission occurs throughout the year in Togo and is usually characterized by seasonal outbreaks with a peak during the rainy season. An estimated nearly 100% of the population of Togo lives in areas endemic for malaria&#x2014;all the five administrative regions of the country having populations at risk of malaria&#x2014;with disease prevalence rate estimated between 25.5 and 55.1% (<xref ref-type="bibr" rid="B40">World Health Organization [WHO], 2018a</xref>). In 2016, uncomplicated malaria was the first cause (41.7%) of outpatient consultations in public health centers and, hospitalization rate related to severe disease accounted for 20.5%, with 3.8% hospital mortality (<xref ref-type="bibr" rid="B34">Thomas et al., 2020</xref>). In Togo mortality rate associated with severe malaria is underestimated because most of the cases do not adhere to clinical consultations. For example, in 2017, &#x003E; 60% of severe cases have not been to the hospital (<xref ref-type="bibr" rid="B22">Programe National de Lutte contre le Paludisme [PNLP], 2019</xref>). Children under 5 years old remain highly affected by malaria, with 35.4% uncomplicated outpatient cases, 58.4% hospitalized severe cases, and 69.7% deaths reported in 2017 (<xref ref-type="bibr" rid="B22">Programe National de Lutte contre le Paludisme [PNLP], 2019</xref>). Pregnant women accounted for 5% uncomplicated outpatients and 6% hospitalized severe cases (<xref ref-type="bibr" rid="B22">Programe National de Lutte contre le Paludisme [PNLP], 2019</xref>). To combat the disease, the country has developed and implemented several interventions based on prevention, care, and support strategies in accordance with the World Health Organization guidelines (<xref ref-type="bibr" rid="B38">World Health Organization [WHO], 2015</xref>; <xref ref-type="bibr" rid="B23">Programme National de Lutte contre le Paludisme [PNLP], 2018</xref>). However, malaria epidemiology is poorly understood in Togo, with a paucity of information on species of <italic>Plasmodium</italic> that are responsible for disease transmission. Studies on disease burden erroneously made believe that malaria cases are only related to <italic>Plasmodium falciparum</italic> (Pf) infection in Togo (<xref ref-type="bibr" rid="B2">Bakai et al., 2020</xref>; <xref ref-type="bibr" rid="B34">Thomas et al., 2020</xref>), making the standards of care unilateral with important implications in disease epidemiology.</p>
<p>Routine diagnosis using the standard method for the detection of <italic>Plasmodium</italic> species by examining Giemsa-stained blood smears under a microscope is the major approach being used in malaria control programmes of many tropical African settings. The method is effective and inexpensive, but it is laborious and time consuming. In addition, its sensitivity is doubtful with low parasitemia during low-transmission periods and also with the shortage of experienced technicians (<xref ref-type="bibr" rid="B1">Agabani et al., 1994</xref>). Polymerase chain reaction (PCR) is one of the highly sensitive methods, which has been widely used for molecular detection and identification of malaria parasites. Its effectiveness is unquestionable as it had been successfully used to detect cases of mixed infections or low parasitemia (<xref ref-type="bibr" rid="B30">Snounou et al., 1993c</xref>; <xref ref-type="bibr" rid="B41">Zhou et al., 2014</xref>). A range of PCR-based assays has been described for malaria detection including species of <italic>Plasmodium</italic> that regularly infect humans [Pf, <italic>Plasmodium vivax</italic> (Pv), <italic>Plasmodium ovale</italic> (Po), <italic>Plasmodium malariae</italic> (Pm), and <italic>Plasmodium knowlesi</italic> (Pk)] (<xref ref-type="bibr" rid="B31">Snounou et al., 1993a</xref>,<xref ref-type="bibr" rid="B32">b</xref>; <xref ref-type="bibr" rid="B29">Singh et al., 2004</xref>; <xref ref-type="bibr" rid="B6">Chen et al., 2017</xref>). In addition, nested PCR is used for the amplification of the small subunit ribosomal RNA (ssrRNA) gene of <italic>Plasmodium</italic> species (<xref ref-type="bibr" rid="B33">Snounou and Singh, 2002</xref>).</p>
<p>In order to advance knowledge of diagnosis efficacy and species of malaria parasites in Togo, this study carried out a molecular investigation on malaria clinical samples in comparison with light microscopic examination and assessed the phylogeny of <italic>Plasmodium</italic> species from southern Togo.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Study Sites</title>
<p>This study was conducted in the two southern regions (Maritime and Plateaux) of Togo (<xref ref-type="bibr" rid="B35">Togo Confidentiel, 2021</xref>) where malaria is endemic (<xref ref-type="bibr" rid="B40">World Health Organization [WHO], 2018a</xref>). Urban and periurban areas of Lom&#x00E9; (N 6&#x00B0;12&#x2032;56&#x2033;; E 1&#x00B0;22&#x2032;54&#x2033;) in Golfe Prefecture (Maritime Region), Atakpam&#x00E9; (N 7&#x00B0;52&#x2032;87&#x2033;; E 1&#x00B0;13&#x2032;05&#x2033;) in Ogou Prefecture and Agou-Gadz&#x00E9;p&#x00E9; (N 7&#x00B0;28&#x2032;01&#x2033;; E 1&#x00B0;55&#x2032;01&#x2033;) in Agou Prefecture (Plateaux Region) were selected (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Togo, showing the geographic area of the municipalities involved in this study (dark gray shading). Atakpam&#x00E9; (Ogou Prefecture), Agou-Gadz&#x00E9;p&#x00E9; (Agou Prefecture), and Lom&#x00E9; (Golfe Prefecture) are located in the Plateaux and Maritime Regions, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-732923-g001.tif"/>
</fig>
<p>Lom&#x00E9; is the capital of Togo and lies on the Gulf of Guinea (Atlantic coast) in the extreme southwestern corner of the country. Its urban population was estimated at 837,437 inhabitants as of the 2010 census (<xref ref-type="bibr" rid="B8">Direction G&#x00E9;n&#x00E9;rale de la Statistique et de la Compatibilit&#x00E9; Nationale, 2010</xref>). Lom&#x00E9; has a tropical savanna climate despite its latitude close to the equator, which is characterized by one dry season (November&#x2013;March) and two rainy seasons (April&#x2013;October), with two rainfall peaks in June and September (<xref ref-type="bibr" rid="B10">Encyclop&#x00E6;dia Britannica, Inc., 2021</xref>). Lom&#x00E9; is relatively dry, with an annual average rainfall of 800&#x2013;900 mm and a mean temperature above 27.5&#x00B0;C (<xref ref-type="bibr" rid="B10">Encyclop&#x00E6;dia Britannica, Inc., 2021</xref>). Agou-Gadz&#x00E9;p&#x00E9; and Atakpam&#x00E9; (the largest city in Plateaux Region) are located at 80 and 161 km, respectively, from Lom&#x00E9;, with estimated populations of 11,000 and 84,979, respectively, as indicated in the 2006 population census (<xref ref-type="bibr" rid="B10">Encyclop&#x00E6;dia Britannica, Inc., 2021</xref>). The climate in Plateaux is generally tropical characterized by dry and rainy seasons (as described above), with peaks of malaria transmission related to rainfall. The western part of Plateaux receives the highest amount of precipitation&#x2014;about 1,800 mm annually (up to 2,000 mm in Agou) and, the rainfall amounts to 1,300&#x2013;1,400 mm per year in Atakpam&#x00E9;, with annual average temperatures of 23.5 and 26&#x00B0;C, respectively (<xref ref-type="bibr" rid="B10">Encyclop&#x00E6;dia Britannica, Inc., 2021</xref>).</p>
</sec>
<sec id="S2.SS2">
<title>Ethics Statement</title>
<p>Ethical approval for malaria samples collection was assented by the Togolese Ministry of Health&#x2019;s Bioethics Committee following the institutional ethical guidelines by the Ethics Committee at the National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention, as reported previously (<xref ref-type="bibr" rid="B16">Kassegne et al., 2020</xref>). Informed consent was sought from all participants or their parents or guardians. Information obtained from all the participants were kept confidential.</p>
</sec>
<sec id="S2.SS3">
<title>Patient Samples and Microscopic Examination</title>
<p>Lom&#x00E9;, Agou-Gadz&#x00E9;p&#x00E9;, and Atakpam&#x00E9; inhabitants usually access regional hospitals, polyclinics, and community health centers experienced in the management of malaria cases for treatment and medical attention. Blood samples were collected from <italic>Centre M&#x00E9;dico-Social de Doumass&#x00E9;ss&#x00E9;</italic> and <italic>Clinique Chirurgicale Martin Luther-King</italic>, Lom&#x00E9;; <italic>Centre M&#x00E9;dico-Social Notre Dame de la Consolation d&#x2019;Agbonou Campement</italic>, Atakpam&#x00E9;; and <italic>H&#x00F4;pital Bethesda d&#x2019;Agou Nyogbo</italic> and <italic>Centre Hospitalier Pr&#x00E9;fectoral d&#x2019;Agou Gare</italic>, Agou in September 2017 to December 2019. Individuals diagnosed by microscopic examination were referred to our study and samples were collected from those who consented to the study. The end of specimen collection was not determined by any factor other than the defined period of the study.</p>
<p>Sample collection involved febrile and suspected malaria cases including asymptomatic individuals, aged between 3 months and 70 years old. Clinical malaria patients were subjects who presented themselves to health facilities with fever or a history of fever (oral &#x2265; 37&#x00B0;C, rectal &#x2265; 38&#x00B0;C) in the last 24 h and were confirmed for Pf infection by microscopy (parasite density ranging from 2,500 to 1,000,000 asexual parasites/&#x03BC;l). Suspected malaria cases were persons who complained of fever of less than 2 days or having a history of fever, diagnosed either negative or positive by microscopy, and received treatment with antimalarial drugs.</p>
<p>Finger prick/venipuncture blood samples were obtained from individuals who received parasitological diagnosis at the health facilities, using the Giemsa-stained thick blood smear microscopic examination under &#x00D7; 1,000 magnification. Asexual stages of malaria parasites were counted per 200 leukocytes and, parasite density was calculated as the number of parasites per microliter by assuming a fixed leukocyte count of 8,000 cells/&#x03BC;l of blood. The thick film was considered positive when malaria parasites were present and negative if no parasites were seen after 500 leukocytes were counted. A total of 810 blood samples were collected including 610 Pf confirmed cases and 199 microscopy-negative cases. Except one Pm case that was detected by microscopy, no infection case of other <italic>Plasmodium</italic> species or case of coinfection of <italic>Plasmodium</italic> species was recorded from microscopy. All participants that were positive for malaria after diagnosis by parasitological blood smear test were treated with antimalarial drugs according to the national malaria programme guidelines.</p>
</sec>
<sec id="S2.SS4">
<title>Blood Sampling and DNA Extraction</title>
<p>Fresh whole blood and serum samples were collected and sampled as dried blood spots (DBSs) and dried serum spots (DSSs) on Whatman FTA and 903 Protein Saving Cards (GE Healthcare, NJ, United States), respectively, according to the instructions of the manufacturer. They were then packed in transparent zip-lock airtight plastic bags with silica gel desiccant to ensure quality of spots storage. Genomic DNA was extracted from the blood samples applied to FTA Cards using the QIAGEN DNeasy Blood and Tissue Kit (Qiagen, Germany) according to the instructions of the manufacturer and as reported by <xref ref-type="bibr" rid="B6">Chen et al. (2017)</xref> and <xref ref-type="bibr" rid="B26">Shen et al. (2018)</xref>. Approximately 100 &#x03BC;l of blood from 12 punched-out circles of 3-mm (1/8 inch) diameter each were used per filter spot. Negative controls were also included to ensure lack of contamination. A final volume of 100-&#x03BC;l DNA template was eluted after extraction, followed by concentration measurement using a NanoDrop ND-2000 Spectrophotometer (Thermo Fisher Scientific, NH, United States) for downstream processing.</p>
</sec>
<sec id="S2.SS5">
<title>Polymerase Chain Reaction Amplification</title>
<p>T100 Thermal Cycler (BioRad, CA, United States) was used to perform nested PCR amplification of <italic>Plasmodium</italic> species ssrRNA genes with primers as reported previously (<xref ref-type="bibr" rid="B41">Zhou et al., 2014</xref>). For first-round nested PCR amplification, 2 &#x03BC;l of extracted genomic DNA template was added to a 25-&#x03BC;l PCR mixture, consisting of 0.4 M of each genus-specific primer (rPLU1 and rPLU5), 12.5 &#x03BC;l of 2 &#x00D7; Taq PCR MasterMix (Tiangen, China), which contains 0.1 U of Taq polymerase/&#x03BC;l, 500 &#x03BC;M deoxynucleotide triphosphates (dNTP), 3 mM MgCl<sub>2</sub>, 100 mM KCl, 20 mM Tris-HCl, and pH 8.3. Amplification of DNA targets was carried out under conditions as follows: 94&#x00B0;C for 5 min, 35 cycles of (94&#x00B0;C for 30 s, 58&#x00B0;C for 30 s, and 72&#x00B0;C for 2 min), followed by a final extension at 72&#x00B0;C for 10 min. Two microliters of the first PCR product were used for the second-round amplification, with conditions and concentrations identical to those used for the first, except that rPLU3 and rPLU4 were used as inner primers (<xref ref-type="table" rid="T1">Table 1</xref>) and amplification was performed at 40 cycles. The size of the amplicons using outer and inner primers during the first and nested PCRs are about 1,600&#x2013;1,700 and 235 bp, respectively. These primers are genus specific and therefore, can amplify target sequences of the five species of <italic>Plasmodium</italic> parasites that regularly infect humans (<xref ref-type="table" rid="T1">Table 1</xref>). The first nested PCR products were used as templates for the next species-specific nested PCR amplification under the same conditions. Negative control reaction was performed in each amplification reaction. In addition, positive controls consisting of the 3D7 strain of Pf and Pv isolates from the China&#x2013;Myanmar border (Yunnan Province, China), which were preserved in our laboratory, were also used.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Primer sequences used in this study for PCR detection of malaria parasites.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">PCR reaction&#x2014;<italic>Plasmodium</italic> spp.</td>
<td valign="top" align="center">Primers</td>
<td valign="top" align="center">Primer sequences (5&#x2032;&#x2013;3&#x2032;)</td>
<td valign="top" align="center">Amplicon size (bp)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Nested I&#x2014;Genus specific</td>
<td valign="top" align="center">rPLU1</td>
<td valign="top" align="center">TCAAAGATTAAGCCATGCAAGTGA</td>
<td valign="top" align="center">1,600&#x2013;1,700</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">rPLU5</td>
<td valign="top" align="center">CCTGTTGTTGCCTTAAACTTC</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Nested II&#x2014;Genus specific</td>
<td valign="top" align="center">rPLU3</td>
<td valign="top" align="center">TTTTTATAAGGATAACTACGGAAAAGCTGT</td>
<td valign="top" align="center">235</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">rPLU4</td>
<td valign="top" align="center">TACCCGTCATAGCCATGTTAGGCCAATACC</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Nested II&#x2014;<italic>P. vivax</italic></td>
<td valign="top" align="center">rVIV1</td>
<td valign="top" align="center">CGCTTCTAGCTTAATCCACATAACTGATAC</td>
<td valign="top" align="center">121</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">rVIV2</td>
<td valign="top" align="center">ACTTCCAAGCCGAAGCAAAGAAAGTCCTTA</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Nested II&#x2014;<italic>P. falciparum</italic></td>
<td valign="top" align="center">rFAL1</td>
<td valign="top" align="center">TTAAACTGGTTTGGGAAAACCAAATATATT</td>
<td valign="top" align="center">206</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">rFAL2</td>
<td valign="top" align="center">ACACAATGAACTCAATCATGACTACCCGTC</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Nested II&#x2014;<italic>P. ovale</italic></td>
<td valign="top" align="center">rOVA1</td>
<td valign="top" align="center">ATCTCTTTTGCTATTTTTTAGTATTGGAGA</td>
<td valign="top" align="center">226</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">rPLU2</td>
<td valign="top" align="center">ATCTAAGAATTTCACCTCTGACATCTG</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Nested II&#x2014;<italic>P. malariae</italic></td>
<td valign="top" align="center">rMAL1</td>
<td valign="top" align="center">ATAACATAGTTGTACGTTAAGAATAACCCC</td>
<td valign="top" align="center">145</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">rMAL2</td>
<td valign="top" align="center">AAAATTCCCATGCATAAAAATTATACAAA</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Nested II&#x2014;<italic>P. knowlesi</italic></td>
<td valign="top" align="center">Pmk8</td>
<td valign="top" align="center">GTTAGCGAGAGCCACAAAAAAGCGAAT</td>
<td valign="top" align="center">153</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Pmkr9</td>
<td valign="top" align="center">ACTCAAAGTAACAAAATCTTCCGTA</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>bp, base pairs; PCR, polymerase chain reaction.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S2.SS6">
<title>Sequencing and Analysis of DNA Targets</title>
<p>Two percent agarose gel electrophoresis of the PCR products was performed followed by GoldView staining and visualized under UV light using Molecular Imager Gel Doc XR<sup>+</sup> Imaging System (BioRad, CA, United States). All positive results of <italic>Plasmodium-</italic>infected cases were confirmed again through direct sequencing of the second round nested-PCR products by the BGI Company (China), using nested primers. Sequencing reads were imported into the EditSeq module of Lasergene-Ver7.1<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> to construct ssrRNA gene sequences of the nested-PCR products, which were then blasted at <ext-link ext-link-type="uri" xlink:href="https://blast.ncbi.nlm.nih.gov/">https://blast.ncbi.nlm.nih.gov/</ext-link>. Partial sequences of <italic>18S ribosomal RNA</italic> genes of the Togo isolates were aligned with those of other <italic>Plasmodium</italic> isolates obtained from blast analysis, using the ClustalW method (EMBL-EBI, Hixton and Cambridge, United Kingdom) of MEGA-Ver7.0<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> to generate a phylogenetic tree based on the neighbor-joining method (<xref ref-type="bibr" rid="B37">Uwase et al., 2020</xref>).</p>
</sec>
<sec id="S2.SS7">
<title>Analysis of Sensitivity, Specificity, and Predictive Values</title>
<p>Sensitivity and specificity are characteristics of a diagnostic test. Sensitivity is the probability that a diagnostic test indicates &#x201C;disease&#x201D; among those with the disease. Specificity is the fraction of those without disease who have a negative test result. Thus, sensitivity and specificity analyses for the tested population were performed as follows:</p>
<disp-formula id="S2.Ex1"><mml:math id="M1" display="block">
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mtext>Sensitivity</mml:mtext>
</mml:mpadded>
<mml:mo rspace="5.8pt">=</mml:mo>
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mstyle displaystyle="true">
<mml:mfrac>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>True</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Positive</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>True</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Positive</mml:mi>
</mml:mrow>
<mml:mo rspace="7.5pt">+</mml:mo>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>False</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Negative</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mstyle>
</mml:mpadded>
<mml:mo rspace="5.8pt">&#x00D7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="S2.Ex2"><mml:math id="M2" display="block">
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mtext>Specificity</mml:mtext>
</mml:mpadded>
<mml:mo rspace="5.8pt">=</mml:mo>
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mstyle displaystyle="true">
<mml:mfrac>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>True</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Negative</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>True</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Negative</mml:mi>
</mml:mrow>
<mml:mo rspace="7.5pt">+</mml:mo>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>False</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Positive</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mstyle>
</mml:mpadded>
<mml:mo rspace="5.8pt">&#x00D7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
<p>In addition, from a clinical perspective, in order to estimate the chance that a person with a positive diagnostic test truly has the disease or the probability that a person with a negative test does not have the disease, positive and negative predictive values (PPV and NPV, respectively) were also calculated for the population that was tested in this study.</p>
<disp-formula id="S2.Ex3"><mml:math id="M3" display="block">
<mml:mrow>
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mi>Positive</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>Predictive</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>Value</mml:mi>
</mml:mpadded>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mi/>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="S2.Ex4"><mml:math id="M4" display="block">
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mstyle displaystyle="true">
<mml:mfrac>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>True</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Positive</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>True</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Positive</mml:mi>
</mml:mrow>
<mml:mo rspace="7.5pt">+</mml:mo>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>False</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Positive</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mstyle>
</mml:mpadded>
<mml:mo rspace="5.8pt">&#x00D7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="S2.Ex5"><mml:math id="M5" display="block">
<mml:mrow>
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mi>Negative</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>Predictive</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>Value</mml:mi>
</mml:mpadded>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mi/>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="S2.Ex6"><mml:math id="M6" display="block">
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mstyle displaystyle="true">
<mml:mfrac>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>True</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Negative</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>True</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Negative</mml:mi>
</mml:mrow>
<mml:mo rspace="7.5pt">+</mml:mo>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>False</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>Negative</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mstyle>
</mml:mpadded>
<mml:mo rspace="5.8pt">&#x00D7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<p>A total of 810 blood specimens were collected in this study. Following the diagnosis results (hereinafter referred to as test results) with Giemsa-stained thick blood smear microscopic examination, we obtained 611 positive malaria cases [referred to as microscopy-positive group (MPG)] including 610 cases of Pf and one case of Pm, while the remaining 199 cases were tested malaria negative and were referred to as the microscopy-negative group (MNG). The use of <italic>Plasmodium</italic> genus-specific nested PCR identified 565 malaria-positive cases including 536 and 29 cases from the MPG and MNG groups, respectively. In other words, nested PCR confirmed 536 out of 611 (87%) cases that were true positive from the MPG and identified 29/199 (14.6%) malaria cases that were found negative (<xref ref-type="table" rid="T2">Table 2</xref>) in the MNG. Such a finding reveals that there were 75/245 false-positive cases (30.6% error in species diagnosis) in the MPG and 29/565 (5.1%) undiagnosed cases in the MNG. This was reflected in the sensitivity and specificity values obtained (94.9 and 69.4%, respectively), suggesting that the test missed 5% of the people who had malaria and 31% of the people tested positive for the disease which they did not have. Such errors in microscopic test might be related to inadequacy of precision in parasite-based diagnosis by microscopy or low parasitemia conditions. In conjunction, PPV and NPV for the population tested in this study were 87.7 and 85.4%, respectively (<xref ref-type="table" rid="T2">Table 2</xref>). Clinically speaking, this implies that among the people who tested positive, the chance that a person with a positive diagnostic test truly has the disease was 88% and among those who tested negative, the probability that a person with a negative test does not has the disease was 85%.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Sensitivity, specificity, and predictive values of diagnosis for the population tested in this study.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center">Test result (microscopic test)</td>
<td valign="top" align="center" colspan="2">True condition (PCR test)<hr/></td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Total (number)</td>
<td valign="top" align="center">Diseases (number)</td>
<td valign="top" align="center">Non-Diseases (number)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Positive (number)</td>
<td valign="top" align="center">T<sub>Test Positive</sub> (611)</td>
<td valign="top" align="center">True Positive (536)</td>
<td valign="top" align="center">False Positive (75)</td>
</tr>
<tr>
<td valign="top" align="left">Negative (number)</td>
<td valign="top" align="center">T<sub>Test Negative</sub> (199)</td>
<td valign="top" align="center">False Negative (29)</td>
<td valign="top" align="center">True Negative (170)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Total (810)</td>
<td valign="top" align="center">T<sub>Disease</sub> (565)</td>
<td valign="top" align="center">T<sub>Non&#x2013;Disease</sub> (245)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Sensitivity (94.9%<xref ref-type="table-fn" rid="tfn1">&#x002A;</xref>), Specificity (69.4%<xref ref-type="table-fn" rid="tfn1">&#x002A;</xref>), PPV (87.7%), NPV: 85.4%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>T, total.</italic></p></fn>
<fn id="tfn1"><p><italic>&#x002A;Sensitivity and specificity percentages of the diagnostic test compared with PCR.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>Further species-specific nested PCR and species confirmation through direct sequencing of the nested-PCR products identified higher infection rate [95.5% (540/565)] for Pf than those for other species, which were 0.5% (3/565) for Po and 0.4% (2/565) for Pm. In addition, 20 cases were coinfection cases of Pf and Po [2.7% (15/565)] and Pf and Pm [0.9% (5/565)] (<xref ref-type="table" rid="T3">Table 3</xref>). However, there was no malaria case of Pv or Pk found in this study (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p><italic>Plasmodium</italic> species identified in 565 malaria patients from high transmission areas in southern Togo, 2017&#x2013;2019.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center" colspan="2">Microscopy positive<hr/></td>
<td valign="top" align="center">Microscopy<break/> negative<hr/></td>
<td/>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center"><italic>P. falciparum</italic><hr/></td>
<td valign="top" align="center"><italic>P. malariae</italic><hr/></td>
<td valign="top" align="justify"/>
<td/>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">610</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">199</td>
<td/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><bold>PCR-based species specific</bold></td>
<td valign="top" align="center" colspan="2"><bold>536</bold></td>
<td valign="top" align="center"><bold>29</bold></td>
<td valign="top" align="center"><bold>T<sub>number</sub> (%)</bold></td>
</tr>
<tr>
<td valign="top" align="center" colspan="3"><hr/></td>
<td valign="top" align="center" colspan="2"><hr/></td>
</tr>
<tr>
<td valign="top" align="left"><italic>P. falciparum</italic></td>
<td valign="top" align="center">514</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">540 (95.5)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>P. ovale</italic></td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3 (0.5)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>P. malariae</italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2 (0.4)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>P. falciparum</italic>/<italic>P. ovale</italic></td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">15 (2.7)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>P. falciparum</italic>/<italic>P. malariae</italic></td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">5 (0.9)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>T, total.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Distribution of <italic>Plasmodium</italic> species identified in 565 malaria infections from high-transmission areas in southern Togo, 2017&#x2013;2019.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-732923-g002.tif"/>
</fig>
<p>Phylogenetic relationships of unique sequences that were amplified were constructed on the basis of similarities with published homologous sequences from different countries based on neighbor-joining analysis of the <italic>18S rRNA</italic> locus. Phylogenetic analysis of the fragments of <italic>18S SSu rRNA</italic> gene sequences of the sample cases tested in this study showed species specificity and clustered with homologous sequences of isolates of <italic>Plasmodium</italic> species from different countries (<xref ref-type="fig" rid="F3">Figure 3</xref>). Gene sequences of malaria samples that were used for the phylogenetic analysis were deposited in the National Center for Biotechnology Information (NCBI), under GenBank accession numbers [<ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW490726">MW490726</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492389">MW492389</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492390">MW492390</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492391">MW492391</ext-link>, and <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW504628">MW504628</ext-link> (Pf); <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492393">MW492393</ext-link> and <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492394">MW492394</ext-link> (Po); <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492392">MW492392</ext-link> and <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW504627">MW504627</ext-link> (Pm)].</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Genetic and geographical relationships of <italic>Plasmodium</italic> species from high-transmission areas in southern Togo based on the <italic>18S rRNA</italic> locus. The relationships were inferred by a neighbor-joining analysis of <italic>18S SSu rRNA</italic> partial gene sequences of <italic>Plasmodium</italic> species isolates from different countries. The numbers on the branches are percent bootstrapping values from 1,000 replicates. Each sequence of <italic>Plasmodium</italic> species is identified by its accession number and geographical location (country). Gene sequences of the present study are highlighted (black circles for Pf, black triangles for Po, and black rectangles for Pm). Scale bar indicates nucleotide substitutions per site.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-732923-g003.tif"/>
</fig>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>Togo, an integral part of tropical Africa where malaria is endemic, has its entire population at risk of malaria infection and disease transmission occurs all year round (<xref ref-type="bibr" rid="B40">World Health Organization [WHO], 2018a</xref>; <xref ref-type="bibr" rid="B16">Kassegne et al., 2020</xref>, <xref ref-type="bibr" rid="B18">2021</xref>). Sustainable efforts have been engaged to reduce malaria burden in Togo; however, effective disease control toward elimination requires novel and innovative approaches among which diagnostics, monitoring, and surveillance are of capital importance (<xref ref-type="bibr" rid="B5">Chen et al., 2012</xref>; <xref ref-type="bibr" rid="B14">Kassegne et al., 2016</xref>, <xref ref-type="bibr" rid="B15">2019</xref>).</p>
<p>Microscopic analysis is currently being used as the appropriate test for routine clinical diagnosis of malaria, especially in low-income settings. However, the sensitivity of the detection of malaria parasites by microscopy is approximately 50&#x2013;200 parasites/&#x03BC;l of blood (<xref ref-type="bibr" rid="B19">Mbanefo and Kumar, 2020</xref>). Molecular tests are very sensitive to detect <italic>Plasmodium</italic> species, and a number of studies demonstrated that PCR is more reliable than microscopy in detecting malaria parasites in infected individuals, especially in those with low parasite density (<xref ref-type="bibr" rid="B24">Roper et al., 1996</xref>; <xref ref-type="bibr" rid="B28">Singh et al., 1996</xref>; <xref ref-type="bibr" rid="B41">Zhou et al., 2014</xref>). While the population tested in this study only focused on the southern Togo, the findings revealed disease prevalence (69.8%) higher than that reported (25.5&#x2013;55.1%) for the entire country (<xref ref-type="bibr" rid="B40">World Health Organization [WHO], 2018a</xref>). Microscopic examination had 94.9% sensitivity and 69.4% specificity, showing that the test missed 120 of the people who had malaria, and one-third of the people tested positive for the disease, which they did not have, respectively. Similar observations of misdiagnosed malaria cases by microscopy have also been reported from a molecular survey of febrile cases in malaria-endemic areas along the China&#x2013;Myanmar border (<xref ref-type="bibr" rid="B41">Zhou et al., 2014</xref>). In this study, the test showed sensitivity aligning onto that generally estimated (95%), whereas its specificity was relatively lower (69.4%) than expected (98%) as reviewed in a recent study (<xref ref-type="bibr" rid="B19">Mbanefo and Kumar, 2020</xref>). That is to say, the microscopic diagnosis for this study population tested people false positive for the disease they did not have. These misdiagnoses could be attributed to lack of precision and expertise in identifying species of malaria parasites, low parasite density conditions, or inadequate staining/poorly maintained microscopes. Such an interpretation is consistent with the fact that the subset of microscopy-positive PCR-negative specimens were recorded for low parasitemia from individuals who have been under antimalarial medication. Since 2005, the Togo National Malaria Control Programme has recommended two different formulations of artemisinin-based combination therapy (ACT), artesunate&#x2013;amodiaquine (ASAQ) and artemether-lumefantrine (AL), for the treatment of uncomplicated malaria as well as for the treatment of unconfirmed malaria (<xref ref-type="bibr" rid="B40">World Health Organization [WHO], 2018a</xref>). In other words, the same care is given irrespective of whether a falciparum or unconfirmed malaria diagnosis is made. In addition, given that routine microscopic diagnosis usually does fall short in identifying other species of <italic>Plasmodium</italic> than Pf, no specific drugs effective against ovale relapse or malariae infection have been reported being used in Togo. Thus, the potential misdiagnosis of malaria parasite species by microscopy does not affect current treatment standards but, instead, has important implications in malaria epidemiology because it would identify individuals without disease but for whom the test indicates &#x201C;disease&#x201D; or individuals who test positive for a disease which they do not have. This may prompt resistance to artemisinin or delay in parasite clearance as patients would have been given inappropriate treatment to their ailments. Another public health consequence would be that untreated patients could become carriers for malaria transmission in areas where disease diagnosis may be already &#x201C;problematic&#x201D;.</p>
<p>PCR-based molecular methods are able to detect malaria cases that are &#x201C;truly positive&#x201D; as well as those with mixed infections of <italic>Plasmodium</italic> parasites (<xref ref-type="bibr" rid="B32">Snounou et al., 1993b</xref>; <xref ref-type="bibr" rid="B41">Zhou et al., 2014</xref>). In this study, nested PCR was very specific and helped detect different monospecies of malaria cases or cases of mixed infections that were not diagnosed by microscopy. Among the five known species of <italic>Plasmodium</italic> that infect humans, Pf infection (and to a lesser extent Po and Pm) is the essential cause of malaria burden in tropical Africa (<xref ref-type="bibr" rid="B39">World Health Organization [WHO], 2018b</xref>). In West Africa, both Po and Pm malaria cases have been identified in Benin, Ghana, and Senegal (<xref ref-type="bibr" rid="B4">Browne et al., 2000</xref>; <xref ref-type="bibr" rid="B25">Roucher et al., 2014</xref>; <xref ref-type="bibr" rid="B36">Trape et al., 2014</xref>; <xref ref-type="bibr" rid="B9">Doritchamou et al., 2018</xref>), as well as Po in Cote d&#x2019;Ivoire and Comoros Islands (<xref ref-type="bibr" rid="B3">Bauffe et al., 2012</xref>), to mention a few. However, there have been no information publicly reported yet on Po and Pm from Togo. In this study, Pf was the most prevalent <italic>Plasmodium</italic> species detected (95.5%) among the sample cases, aligning onto the evidence that Pf is always highly endemic in West African countries because the region usually experiences long periods of rainy reason which enhances perennial or semiperennial <italic>Anopheles</italic> breeding sites. We, also detected low infection rates of both ovale and malariae cases (0.5 and 0.4%, respectively). The detection of these two &#x201C;bashful&#x201D; malaria parasites in such a Pf-endemic area is consistent with previous studies from West Africa, which reported that Po and Pm are often associated with Pf infections, especially in areas where falciparum is highly endemic (<xref ref-type="bibr" rid="B21">Mueller et al., 2007</xref>; <xref ref-type="bibr" rid="B25">Roucher et al., 2014</xref>). However, the Po and Pm infection rates found in this study were much lower than those reported from studies in other West African countries [e.g., 15.5% Po and 10.4% Pm infections in a community-based survey in Ashanti Region of Ghana (<xref ref-type="bibr" rid="B4">Browne et al., 2000</xref>); 9.2% Pm and 5.8% Po infections in a cohort in Beninese pregnant women (<xref ref-type="bibr" rid="B9">Doritchamou et al., 2018</xref>), or 2.5% Po and 12.2% Pm infections in a longitudinal study in Dielmo Village, Senegal (<xref ref-type="bibr" rid="B25">Roucher et al., 2014</xref>)]. The large-scale cohorts conducted over the years in such malarious areas might explain the high infection rates observed for both Po and Pm. Furthermore, there was evidence that Po and Pm are sympatric with Pf across the African continent and are frequently present as coinfections (<xref ref-type="bibr" rid="B11">Fancony et al., 2012</xref>). Low-level infection rate with Po or Pm seems to be common across tropical Africa in areas where malaria is endemic and often as complex mixed infections with Pf. The rate of Pf coinfections with Po or Pm was reported to be about 24% in the rainforest area of Ghana (<xref ref-type="bibr" rid="B4">Browne et al., 2000</xref>), while the proportion was much lower in other parts of West Africa such as Dielmo Village, Senegal (7.9% Pf/Pm and 1.1% Pf/Po mixed infections) (<xref ref-type="bibr" rid="B25">Roucher et al., 2014</xref>) or among Beninese pregnant women (6.6% Pf/Pm and 2.3% Pf/Po mixed infections) (<xref ref-type="bibr" rid="B9">Doritchamou et al., 2018</xref>). The low mixed infection rates that we observed in this study may be related to that all the samples were mainly collected in urban areas. However, we found infection rates of coinfection cases for both Po and Pm with Pf higher than the rates for single Po or Pm infection cases. This was consistent with previous findings from Ghana where it has been found that cases infected with Pf are more likely to carry Po or Pm than those who were not infected with Pf (<xref ref-type="bibr" rid="B4">Browne et al., 2000</xref>). Such a finding suggests evidence for interactions between Pm or possibly Po, with Pf infections (<xref ref-type="bibr" rid="B21">Mueller et al., 2007</xref>).</p>
<p>A series of comprehensive studies have investigated Pf in different parts of tropical Africa where malaria is endemic. However, morbidity associated with Po and Pm infections has received relatively little attention and was, therefore, markedly underestimated and unreported because they are generally regarded as a benign cause of malaria. Such interpretations could be attributed to the following reasons: (i) low incidence of the disease, (ii) lack or rarity of severe cases as they are regarded less important to Pf in terms of public health issues, or (iii) practical difficulties in microscopic identification as Po and Pm share morphological characteristics resembling those of Pf (young ring forms of the three species may be difficult to distinguish in thick blood films, especially during coinfections) (<xref ref-type="bibr" rid="B25">Roucher et al., 2014</xref>). Thus, in malaria-endemic areas of tropical Africa including Togo, most of all malaria attacks are erroneously attributed to Pf, probably due to underdiagnoses of Po and Pm clinical attacks. This study showed evidence of Po and Pm coexistence with Pf in southern Togo. More so, ovale or malariae malaria would have already been diagnosed by microscopy as falciparum malaria due to similarities in symptoms and species morphology. PCR-based diagnostic tests of clinical cases are therefore required for accurate species discrimination and detection.</p>
<p>Although considered &#x201C;mild,&#x201D; Po and Pm may constitute an important cause of morbidity and high risk of mortality. For example, fever episodes related to parasitemia peaks of Pm (in Liberia and The Gambia) or Po (in Senegal), in both children and adults have been reported (<xref ref-type="bibr" rid="B20">Miller, 1958</xref>; <xref ref-type="bibr" rid="B13">Greenwood et al., 1987</xref>; <xref ref-type="bibr" rid="B12">Faye et al., 2002</xref>). Also, Pm can cause chronic infections that can persist in the host for many years and reoccur after living in endemic areas (<xref ref-type="bibr" rid="B27">Siala et al., 2005</xref>); e.g., a chronic nephrotic syndrome that, once established, does not respond to treatment and carries a high rate of mortality (<xref ref-type="bibr" rid="B21">Mueller et al., 2007</xref>). Po shares peculiarity with Pv to form the latent stage in the liver&#x2014;hypnozoite, which causes late relapse of the parasite, with new febrile episodes (after months or years) without recent exposures (<xref ref-type="bibr" rid="B7">Coldren et al., 2007</xref>). The reinforcement of malaria control policies for accurate diagnosis of parasites species in Togo should be, therefore, prioritized, to ensure deployment of appropriate treatment regimen for malaria patients and to provide a better knowledge on epidemiological assessments to guide control interventions.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>This study publicly reports, for the first time, a molecular survey of malaria infections in Togo and also reveals the presence of other species of malaria parasites&#x2014;Po and Pm, which were not previously reported. In addition, findings from this study indicated errors in microscopic examination including error in species diagnosis and undiagnosed cases. For example, in this study population, one-third of the people were microscopically tested positive for the disease they did not have. Thus, overlaps of different species of malaria could further aggravate the disease burden in Togo if appropriate actions are not taken, especially in situations where diagnosis of monospecies of malaria cases seems already &#x201C;problematic.&#x201D; Collectively, this preliminary study advanced our understanding of the malaria epidemiology in southern Togo and provided information to improve disease control/surveillance policy. However, large-scale studies across the whole country are required in the future to assess malariae and ovale malaria epidemiology.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW490726">MW490726</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492389">MW492389</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492390">MW492390</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492391">MW492391</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW504628">MW504628</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492393">MW492393</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492394">MW492394</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW492392">MW492392</ext-link>, and <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MW504627">MW504627</ext-link>.</p>
</sec>
<sec id="S7">
<title>Ethics Statement</title>
<p>Permission was obtained from all malaria subjects before collecting the specimens. Blood collection was made under a study protocol reviewed and approved by the Togo Ministry of Health&#x2019;s Bioethics Committee (Authorization N&#x00B0;019/2019/MSHP/CBRS), following institutional ethical guidelines by the Ethics Committee at the National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention, as reported previously (<xref ref-type="bibr" rid="B16">Kassegne et al., 2020</xref>).</p>
</sec>
<sec id="S8">
<title>Author Contributions</title>
<p>KK and J-HC conceptualized the study. KK, KA, KN, and KKK collected and analyzed the specimens. KK, S-WF, and KKK conducted the experiments. KK interpreted the data and wrote the manuscript. EMA, X-KG, and X-NZ revised the manuscript critically for intellectual content. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S9" sec-type="funding-information">
<title>Funding</title>
<p>This work was, in part, financially supported by the Young Faculty Start-up Project Fund of Shanghai Jiao Tong University (Grant No. 21X010501074), the Intradisciplinary Platform Fund of Shanghai Jiao Tong University (Grant No. 20200927), the National Key Research and Development Program of China (Grant Nos. 2018YFE0121600 and 2016YFC1202000), and the National Sharing Service Platform for Parasite Resources (Grant No. TDRC-2019-194-30). The sponsor played no roles in the study design or in the collection, analysis, or interpretation of the data, in writing the report, or in the decision to submit the article for publication.</p>
</sec>
<ack>
<p>We are grateful to the Ministry of Health of Togo for giving the permission to conduct this study and to Mrs. Emidzo Teteh Tedokou and Gatigbene Bomboma for their help in collecting clinical samples. We would also thank the health centers including <italic>Centre M&#x00E9;dico-Social de Doumass&#x00E9;ss&#x00E9;</italic>, Lom&#x00E9;; <italic>Clinique Chirurgicale Martin Luther-King</italic>, Lom&#x00E9;; <italic>Centre M&#x00E9;dico-Social Notre Dame de la Consolation d&#x2019;Agbonou Campement</italic>, Atakpam&#x00E9;; <italic>H&#x00F4;pital Bethesda d&#x2019;Agou Nyogbo, Agou</italic>; and <italic>Centre Hospitalier Pr&#x00E9;fectoral d&#x2019;Agou Gare</italic>, Agou for allowing us to collect the malaria samples.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Agabani</surname> <given-names>H. M.</given-names></name> <name><surname>el Hag</surname> <given-names>I. A.</given-names></name> <name><surname>el Toum</surname> <given-names>I. A.</given-names></name> <name><surname>Satti</surname> <given-names>M.</given-names></name> <name><surname>el Hassan</surname> <given-names>A. M.</given-names></name></person-group> (<year>1994</year>). <article-title>Fluorescence microscopy using a light microscope fitted with an interference filter for the diagnosis of malaria.</article-title> <source><italic>Trans. R. Soc. Trop. Med. Hyg.</italic></source> <volume>88</volume>:<fpage>61</fpage>. <pub-id pub-id-type="doi">10.1016/0035-9203(94)90501-0</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bakai</surname> <given-names>T. A.</given-names></name> <name><surname>Thomas</surname> <given-names>A.</given-names></name> <name><surname>Iwaz</surname> <given-names>J.</given-names></name> <name><surname>Atcha-Oubou</surname> <given-names>T.</given-names></name> <name><surname>Tchadjobo</surname> <given-names>T.</given-names></name> <name><surname>Khanafer</surname> <given-names>N.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Changes in registered malaria cases and deaths in Togo from 2008 to 2017.</article-title> <source><italic>Int. J. Infect. Dis.</italic></source> <volume>101</volume> <fpage>298</fpage>&#x2013;<lpage>305</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijid.2020.10.006</pub-id> <pub-id pub-id-type="pmid">33038554</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bauffe</surname> <given-names>F.</given-names></name> <name><surname>Desplans</surname> <given-names>J.</given-names></name> <name><surname>Fraisier</surname> <given-names>C.</given-names></name> <name><surname>Parzy</surname> <given-names>D.</given-names></name></person-group> (<year>2012</year>). <article-title>Real-time PCR assay for discrimination of <italic>Plasmodium ovale curtisi</italic> and <italic>Plasmodium ovale wallikeri</italic> in the Ivory Coast and in the Comoros Islands.</article-title> <source><italic>Malar. J.</italic></source> <volume>11</volume>:<fpage>307</fpage>. <pub-id pub-id-type="doi">10.1186/1475-2875-11-307</pub-id> <pub-id pub-id-type="pmid">22947418</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Browne</surname> <given-names>E. N.</given-names></name> <name><surname>Frimpong</surname> <given-names>E.</given-names></name> <name><surname>Sievertsen</surname> <given-names>J.</given-names></name> <name><surname>Hagen</surname> <given-names>J.</given-names></name> <name><surname>Hamelmann</surname> <given-names>C.</given-names></name> <name><surname>Dietz</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2000</year>). <article-title>Malariometric update for the rainforest and savanna of Ashanti region, Ghana.</article-title> <source><italic>Ann. Trop. Med. Parasitol.</italic></source> <volume>94</volume> <fpage>15</fpage>&#x2013;<lpage>22</lpage>.</citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>J. H.</given-names></name> <name><surname>Wang</surname> <given-names>H.</given-names></name> <name><surname>Chen</surname> <given-names>J. X.</given-names></name> <name><surname>Bergquist</surname> <given-names>R.</given-names></name> <name><surname>Tanner</surname> <given-names>M.</given-names></name> <name><surname>Utzinger</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Frontiers of parasitology research in the People&#x2019;s Republic of China: infection, diagnosis, protection and surveillance.</article-title> <source><italic>Parasit. Vectors</italic></source> <volume>5</volume>:<fpage>221</fpage>. <pub-id pub-id-type="doi">10.1186/1756-3305-5-221</pub-id> <pub-id pub-id-type="pmid">23036110</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>S. B.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Kassegne</surname> <given-names>K.</given-names></name> <name><surname>Xu</surname> <given-names>B.</given-names></name> <name><surname>Shen</surname> <given-names>H. M.</given-names></name> <name><surname>Chen</surname> <given-names>J. H.</given-names></name></person-group> (<year>2017</year>). <article-title>Whole-genome sequencing of a <italic>Plasmodium vivax</italic> clinical isolate exhibits geographical characteristics and high genetic variation in China-Myanmar border area.</article-title> <source><italic>BMC Genomics</italic></source> <volume>18</volume>:<fpage>131</fpage>. <pub-id pub-id-type="doi">10.1186/s12864-017-3523-y</pub-id> <pub-id pub-id-type="pmid">28166727</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coldren</surname> <given-names>R. L.</given-names></name> <name><surname>Jongsakul</surname> <given-names>K.</given-names></name> <name><surname>Vayakornvichit</surname> <given-names>S.</given-names></name> <name><surname>Noedl</surname> <given-names>H.</given-names></name> <name><surname>Fukudas</surname> <given-names>M. M.</given-names></name></person-group> (<year>2007</year>). <article-title>Apparent relapse of imported <italic>Plasmodium ovale</italic> malaria in a pregnant woman.</article-title> <source><italic>Am. J. Trop. Med. Hyg.</italic></source> <volume>77</volume> <fpage>992</fpage>&#x2013;<lpage>994</lpage>.</citation></ref>
<ref id="B8"><citation citation-type="journal"><collab>Direction G&#x00E9;n&#x00E9;rale de la Statistique et de la Compatibilit&#x00E9; Nationale</collab> (<year>2010</year>). <source>Quatri me Recensement G n ral de la Population et de l&#x2019;Habitat 2010.</source> <publisher-name>Lom : Direction G n rale de la Statistique et de la Compatibilit Nationale</publisher-name>.</citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Doritchamou</surname> <given-names>J. Y. A.</given-names></name> <name><surname>Akuffo</surname> <given-names>R. A.</given-names></name> <name><surname>Moussiliou</surname> <given-names>A.</given-names></name> <name><surname>Luty</surname> <given-names>A. J. F.</given-names></name> <name><surname>Massougbodji</surname> <given-names>A.</given-names></name> <name><surname>Deloron</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Submicroscopic placental infection by non-falciparum <italic>Plasmodium</italic> spp.</article-title> <source><italic>PLoS Negl. Trop. Dis.</italic></source> <volume>12</volume>:<fpage>e0006279</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pntd.0006279</pub-id> <pub-id pub-id-type="pmid">29432484</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><collab>Encyclop&#x00E6;dia Britannica, Inc.</collab> (<year>2021</year>). <source><italic>Encyclop&#x00E6;dia Britannica.</italic></source> <publisher-loc>Chicago, IL</publisher-loc>: <publisher-name>Encyclop&#x00E6;dia Britannica, Inc.</publisher-name></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fancony</surname> <given-names>C.</given-names></name> <name><surname>Gamboa</surname> <given-names>D.</given-names></name> <name><surname>Sebastiao</surname> <given-names>Y.</given-names></name> <name><surname>Hallett</surname> <given-names>R.</given-names></name> <name><surname>Sutherland</surname> <given-names>C.</given-names></name> <name><surname>Sousa-Figueiredo</surname> <given-names>J. C.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Various pfcrt and pfmdr1 genotypes of <italic>Plasmodium falciparum</italic> cocirculate with <italic>P. malariae</italic>, <italic>P. ovale</italic> spp., and <italic>P. vivax</italic> in northern Angola.</article-title> <source><italic>Antimicrob. Agents Chemother.</italic></source> <volume>56</volume> <fpage>5271</fpage>&#x2013;<lpage>5277</lpage>. <pub-id pub-id-type="doi">10.1128/AAC.00559-12</pub-id> <pub-id pub-id-type="pmid">22850519</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Faye</surname> <given-names>F. B.</given-names></name> <name><surname>Spiegel</surname> <given-names>A.</given-names></name> <name><surname>Tall</surname> <given-names>A.</given-names></name> <name><surname>Sokhna</surname> <given-names>C.</given-names></name> <name><surname>Fontenille</surname> <given-names>D.</given-names></name> <name><surname>Rogier</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2002</year>). <article-title>Diagnostic criteria and risk factors for <italic>Plasmodium ovale</italic> malaria.</article-title> <source><italic>J. Infect. Dis.</italic></source> <volume>186</volume> <fpage>690</fpage>&#x2013;<lpage>695</lpage>. <pub-id pub-id-type="doi">10.1086/342395</pub-id> <pub-id pub-id-type="pmid">12195357</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Greenwood</surname> <given-names>B. M.</given-names></name> <name><surname>Bradley</surname> <given-names>A. K.</given-names></name> <name><surname>Greenwood</surname> <given-names>A. M.</given-names></name> <name><surname>Byass</surname> <given-names>P.</given-names></name> <name><surname>Jammeh</surname> <given-names>K.</given-names></name> <name><surname>Marsh</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>1987</year>). <article-title>Mortality and morbidity from malaria among children in a rural area of The Gambia, West Africa.</article-title> <source><italic>Trans. R. Soc. Trop. Med. Hyg.</italic></source> <volume>81</volume> <fpage>478</fpage>&#x2013;<lpage>486</lpage>. <pub-id pub-id-type="doi">10.1016/0035-9203(87)90170-2</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kassegne</surname> <given-names>K.</given-names></name> <name><surname>Abe</surname> <given-names>E. M.</given-names></name> <name><surname>Chen</surname> <given-names>J. H.</given-names></name> <name><surname>Zhou</surname> <given-names>X. N.</given-names></name></person-group> (<year>2016</year>). <article-title>Immunomic approaches for antigen discovery of human parasites.</article-title> <source><italic>Expert Rev. Proteomics</italic></source> <volume>13</volume> <fpage>1091</fpage>&#x2013;<lpage>1101</lpage>. <pub-id pub-id-type="doi">10.1080/14789450.2016.1252675</pub-id> <pub-id pub-id-type="pmid">27774815</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kassegne</surname> <given-names>K.</given-names></name> <name><surname>Abe</surname> <given-names>E. M.</given-names></name> <name><surname>Cui</surname> <given-names>Y. B.</given-names></name> <name><surname>Chen</surname> <given-names>S. B.</given-names></name> <name><surname>Xu</surname> <given-names>B.</given-names></name> <name><surname>Deng</surname> <given-names>W. P.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Contribution of <italic>Plasmodium</italic> immunomics: potential impact for serological testing and surveillance of malaria.</article-title> <source><italic>Expert Rev. Proteomics</italic></source> <volume>16</volume> <fpage>117</fpage>&#x2013;<lpage>129</lpage>. <pub-id pub-id-type="doi">10.1080/14789450.2019.1554441</pub-id> <pub-id pub-id-type="pmid">30513025</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kassegne</surname> <given-names>K.</given-names></name> <name><surname>Komi Koukoura</surname> <given-names>K.</given-names></name> <name><surname>Shen</surname> <given-names>H. M.</given-names></name> <name><surname>Chen</surname> <given-names>S. B.</given-names></name> <name><surname>Fu</surname> <given-names>H. T.</given-names></name> <name><surname>Chen</surname> <given-names>Y. Q.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Genome-wide analysis of the malaria parasite <italic>Plasmodium falciparum</italic> isolates from Togo reveals selective signals in immune selection-related antigen genes.</article-title> <source><italic>Front. Immunol.</italic></source> <volume>11</volume>:<fpage>552698</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2020.552698</pub-id> <pub-id pub-id-type="pmid">33193320</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kassegne</surname> <given-names>K.</given-names></name> <name><surname>Zhang</surname> <given-names>T.</given-names></name> <name><surname>Chen</surname> <given-names>S. B.</given-names></name> <name><surname>Xu</surname> <given-names>B.</given-names></name> <name><surname>Dang</surname> <given-names>Z. S.</given-names></name> <name><surname>Deng</surname> <given-names>W. P.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Study roadmap for high-throughput development of easy to use and affordable biomarkers as diagnostics for tropical diseases: a focus on malaria and schistosomiasis.</article-title> <source><italic>Infect. Dis. Poverty</italic></source> <volume>6</volume> <fpage>130</fpage>. <pub-id pub-id-type="doi">10.1186/s40249-017-0344-9</pub-id> <pub-id pub-id-type="pmid">28965490</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kassegne</surname> <given-names>K.</given-names></name> <name><surname>Zhou</surname> <given-names>X. N.</given-names></name> <name><surname>Chen</surname> <given-names>J. H.</given-names></name></person-group> (<year>2021</year>). <article-title>Editorial: vectors and vector-borne parasitic diseases: infection, immunity, and evolution.</article-title> <source><italic>Front. Immunol.</italic></source> <volume>12</volume>:<fpage>729415</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2021.729415</pub-id> <pub-id pub-id-type="pmid">34367192</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mbanefo</surname> <given-names>A.</given-names></name> <name><surname>Kumar</surname> <given-names>N.</given-names></name></person-group> (<year>2020</year>). <article-title>Evaluation of malaria diagnostic methods as a key for successful control and elimination programs.</article-title> <source><italic>Trop. Med. Infect. Dis.</italic></source> <volume>5</volume> <fpage>102</fpage>. <pub-id pub-id-type="doi">10.3390/tropicalmed5020102</pub-id> <pub-id pub-id-type="pmid">32575405</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miller</surname> <given-names>M. J.</given-names></name></person-group> (<year>1958</year>). <article-title>Observations on the natural history of malaria in the semi-resistant West African.</article-title> <source><italic>Trans. R. Soc. Trop. Med. Hyg.</italic></source> <volume>52</volume> <fpage>152</fpage>&#x2013;<lpage>168</lpage>. <pub-id pub-id-type="doi">10.1016/0035-9203(58)90036-1</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mueller</surname> <given-names>I.</given-names></name> <name><surname>Zimmerman</surname> <given-names>P. A.</given-names></name> <name><surname>Reeder</surname> <given-names>J. C.</given-names></name></person-group> (<year>2007</year>). <article-title>Plasmodium malariae and <italic>Plasmodium ovale</italic>&#x2014;the &#x201C;bashful&#x201D; malaria parasites.</article-title> <source><italic>Trends Parasitol.</italic></source> <volume>23</volume> <fpage>278</fpage>&#x2013;<lpage>283</lpage>. <pub-id pub-id-type="doi">10.1016/j.pt.2007.04.009</pub-id> <pub-id pub-id-type="pmid">17459775</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><collab>Programe National de Lutte contre le Paludisme, PNLP</collab> (<year>2019</year>). <source><italic>Rapport Annuel 2018.</italic></source> <publisher-loc>Lom&#x00E9;</publisher-loc>: <publisher-name>Programme National de Lutte contre le Paludisme</publisher-name>.</citation></ref>
<ref id="B23"><citation citation-type="journal"><collab>Programme National de Lutte contre le Paludisme, PNLP</collab> (<year>2018</year>). <source><italic>Plan Strat&#x00E9;gique National de Lutte contre le Paludisme 2017&#x2013;2022.</italic></source> <publisher-loc>Lom&#x00E9;</publisher-loc>: <publisher-name>Programme National de Lutte contre le Paludisme</publisher-name>.</citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roper</surname> <given-names>C.</given-names></name> <name><surname>Elhassan</surname> <given-names>I. M.</given-names></name> <name><surname>Hviid</surname> <given-names>L.</given-names></name> <name><surname>Giha</surname> <given-names>H.</given-names></name> <name><surname>Richardson</surname> <given-names>W.</given-names></name> <name><surname>Babiker</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>1996</year>). <article-title>Detection of very low level <italic>Plasmodium falciparum</italic> infections using the nested polymerase chain reaction and a reassessment of the epidemiology of unstable malaria in Sudan.</article-title> <source><italic>Am. J. Trop. Med. Hyg.</italic></source> <volume>54</volume> <fpage>325</fpage>&#x2013;<lpage>331</lpage>. <pub-id pub-id-type="doi">10.4269/ajtmh.1996.54.325</pub-id> <pub-id pub-id-type="pmid">8615441</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roucher</surname> <given-names>C.</given-names></name> <name><surname>Rogier</surname> <given-names>C.</given-names></name> <name><surname>Sokhna</surname> <given-names>C.</given-names></name> <name><surname>Tall</surname> <given-names>A.</given-names></name> <name><surname>Trape</surname> <given-names>J. F.</given-names></name></person-group> (<year>2014</year>). <article-title>A 20-year longitudinal study of <italic>Plasmodium ovale</italic> and <italic>Plasmodium malariae</italic> prevalence and morbidity in a West African population.</article-title> <source><italic>PLoS One</italic></source> <volume>9</volume>:<fpage>e87169</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0087169</pub-id> <pub-id pub-id-type="pmid">24520325</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shen</surname> <given-names>H. M.</given-names></name> <name><surname>Chen</surname> <given-names>S. B.</given-names></name> <name><surname>Cui</surname> <given-names>Y. B.</given-names></name> <name><surname>Xu</surname> <given-names>B.</given-names></name> <name><surname>Kassegne</surname> <given-names>K.</given-names></name> <name><surname>Abe</surname> <given-names>E. M.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Whole-genome sequencing and analysis of <italic>Plasmodium falciparum</italic> isolates from China-Myanmar border area.</article-title> <source><italic>Infect. Dis. Poverty</italic></source> <volume>7</volume> <fpage>118</fpage>. <pub-id pub-id-type="doi">10.1186/s40249-018-0493-5</pub-id> <pub-id pub-id-type="pmid">30445995</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Siala</surname> <given-names>E.</given-names></name> <name><surname>Khalfaoui</surname> <given-names>M.</given-names></name> <name><surname>Bouratbine</surname> <given-names>A.</given-names></name> <name><surname>Hamdi</surname> <given-names>S.</given-names></name> <name><surname>Hili</surname> <given-names>K.</given-names></name> <name><surname>Aoun</surname> <given-names>K.</given-names></name></person-group> (<year>2005</year>). <article-title>[Relapse of <italic>Plasmodium malariae</italic> malaria 20 years after living in an endemic area].</article-title> <source><italic>Presse Med.</italic></source> <volume>34</volume> <fpage>371</fpage>&#x2013;<lpage>372</lpage>. <pub-id pub-id-type="doi">10.1016/s0755-4982(05)83926-0</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>B.</given-names></name> <name><surname>Cox-Singh</surname> <given-names>J.</given-names></name> <name><surname>Miller</surname> <given-names>A. O.</given-names></name> <name><surname>Abdullah</surname> <given-names>M. S.</given-names></name> <name><surname>Snounou</surname> <given-names>G.</given-names></name> <name><surname>Rahman</surname> <given-names>H. A.</given-names></name></person-group> (<year>1996</year>). <article-title>Detection of malaria in Malaysia by nested polymerase chain reaction amplification of dried blood spots on filter papers.</article-title> <source><italic>Trans. R. Soc. Trop. Med. Hyg.</italic></source> <volume>90</volume> <fpage>519</fpage>&#x2013;<lpage>521</lpage>. <pub-id pub-id-type="doi">10.1016/s0035-9203(96)90302-8</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>B.</given-names></name> <name><surname>Kim Sung</surname> <given-names>L.</given-names></name> <name><surname>Matusop</surname> <given-names>A.</given-names></name> <name><surname>Radhakrishnan</surname> <given-names>A.</given-names></name> <name><surname>Shamsul</surname> <given-names>S. S.</given-names></name> <name><surname>Cox-Singh</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2004</year>). <article-title>A large focus of naturally acquired <italic>Plasmodium knowlesi</italic> infections in human beings.</article-title> <source><italic>Lancet</italic></source> <volume>363</volume> <fpage>1017</fpage>&#x2013;<lpage>1024</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(04)15836-4</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Snounou</surname> <given-names>G.</given-names></name> <name><surname>Viriyakosol</surname> <given-names>S.</given-names></name> <name><surname>Zhu</surname> <given-names>X. P.</given-names></name> <name><surname>Jarra</surname> <given-names>W.</given-names></name> <name><surname>Pinheiro</surname> <given-names>L.</given-names></name> <name><surname>do Rosario</surname> <given-names>V. E.</given-names></name><etal/></person-group> (<year>1993c</year>). <article-title>High sensitivity of detection of human malaria parasites by the use of nested polymerase chain reaction.</article-title> <source><italic>Mol. Biochem. Parasitol.</italic></source> <volume>61</volume> <fpage>315</fpage>&#x2013;<lpage>320</lpage>. <pub-id pub-id-type="doi">10.1016/0166-6851(93)90077-b</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Snounou</surname> <given-names>G.</given-names></name> <name><surname>Pinheiro</surname> <given-names>L.</given-names></name> <name><surname>Goncalves</surname> <given-names>A.</given-names></name> <name><surname>Fonseca</surname> <given-names>L.</given-names></name> <name><surname>Dias</surname> <given-names>F.</given-names></name> <name><surname>Brown</surname> <given-names>K. N.</given-names></name><etal/></person-group> (<year>1993a</year>). <article-title>The importance of sensitive detection of malaria parasites in the human and insect hosts in epidemiological studies, as shown by the analysis of field samples from Guinea Bissau.</article-title> <source><italic>Trans. R. Soc. Trop. Med. Hyg.</italic></source> <volume>87</volume> <fpage>649</fpage>&#x2013;<lpage>653</lpage>. <pub-id pub-id-type="doi">10.1016/0035-9203(93)90274-t</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Snounou</surname> <given-names>G.</given-names></name> <name><surname>Viriyakosol</surname> <given-names>S.</given-names></name> <name><surname>Jarra</surname> <given-names>W.</given-names></name> <name><surname>Thaithong</surname> <given-names>S.</given-names></name> <name><surname>Brown</surname> <given-names>K. N.</given-names></name></person-group> (<year>1993b</year>). <article-title>Identification of the four human malaria parasite species in field samples by the polymerase chain reaction and detection of a high prevalence of mixed infections.</article-title> <source><italic>Mol. Biochem. Parasitol.</italic></source> <volume>58</volume> <fpage>283</fpage>&#x2013;<lpage>292</lpage>. <pub-id pub-id-type="doi">10.1016/0166-6851(93)90050-8</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Snounou</surname> <given-names>G.</given-names></name> <name><surname>Singh</surname> <given-names>B.</given-names></name></person-group> (<year>2002</year>). <article-title>Nested PCR analysis of <italic>Plasmodium parasites</italic>.</article-title> <source><italic>Methods Mol. Med.</italic></source> <volume>72</volume> <fpage>189</fpage>&#x2013;<lpage>203</lpage>. <pub-id pub-id-type="doi">10.1385/1-59259-271-6:189</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thomas</surname> <given-names>A.</given-names></name> <name><surname>Bakai</surname> <given-names>T. A.</given-names></name> <name><surname>Atcha-Oubou</surname> <given-names>T.</given-names></name> <name><surname>Tchadjobo</surname> <given-names>T.</given-names></name> <name><surname>Voirin</surname> <given-names>N.</given-names></name></person-group> (<year>2020</year>). <article-title>Implementation of a malaria sentinel surveillance system in Togo: a pilot study.</article-title> <source><italic>Malar. J.</italic></source> <volume>19</volume>:<fpage>330</fpage>. <pub-id pub-id-type="doi">10.1186/s12936-020-03399-y</pub-id> <pub-id pub-id-type="pmid">32907580</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><collab>Togo Confidentiel</collab> (<year>2021</year>). <source><italic>Togo: Info &#x0026; Service&#x2013;Division Administrative.</italic></source> Available online at: <ext-link ext-link-type="uri" xlink:href="http://www.togo-confidentiel.com/texte/Info&#x0026;Service/Divisions_admin">http://www.togo-confidentiel.com/texte/Info&#x0026;Service/Divisions_admin</ext-link> <comment>(accessed April 30, 2021)</comment>.</citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Trape</surname> <given-names>J. F.</given-names></name> <name><surname>Tall</surname> <given-names>A.</given-names></name> <name><surname>Sokhna</surname> <given-names>C.</given-names></name> <name><surname>Ly</surname> <given-names>A. B.</given-names></name> <name><surname>Diagne</surname> <given-names>N.</given-names></name> <name><surname>Ndiath</surname> <given-names>O.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>The rise and fall of malaria in a West African rural community, Dielmo, Senegal, from 1990 to 2012: a 22 year longitudinal study.</article-title> <source><italic>Lancet Infect. Dis.</italic></source> <volume>14</volume> <fpage>476</fpage>&#x2013;<lpage>488</lpage>. <pub-id pub-id-type="doi">10.1016/S1473-3099(14)70712-1</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Uwase</surname> <given-names>J.</given-names></name> <name><surname>Chu</surname> <given-names>R.</given-names></name> <name><surname>Kassegne</surname> <given-names>K.</given-names></name> <name><surname>Lei</surname> <given-names>Y.</given-names></name> <name><surname>Shen</surname> <given-names>F.</given-names></name> <name><surname>Fu</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Immunogenicity analysis of conserved fragments in <italic>Plasmodium ovale</italic> species merozoite surface protein 4.</article-title> <source><italic>Malar. J.</italic></source> <volume>19</volume>:<fpage>126</fpage>. <pub-id pub-id-type="doi">10.1186/s12936-020-03207-7</pub-id> <pub-id pub-id-type="pmid">32228600</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><collab>World Health Organization [WHO]</collab> (<year>2015</year>). <source><italic>Global Technical Strategy for Malaria, 2016&#x2013;2030.</italic></source> <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization</publisher-name>.</citation></ref>
<ref id="B39"><citation citation-type="journal"><collab>World Health Organization [WHO]</collab> (<year>2018b</year>). <source><italic>World Malaria Report 2018.</italic></source> <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization</publisher-name>.</citation></ref>
<ref id="B40"><citation citation-type="journal"><collab>World Health Organization [WHO]</collab> (<year>2018a</year>). <source><italic>Malaria Profile in Togo 2018.</italic></source> <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization</publisher-name>.</citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>X.</given-names></name> <name><surname>Huang</surname> <given-names>J. L.</given-names></name> <name><surname>Njuabe</surname> <given-names>M. T.</given-names></name> <name><surname>Li</surname> <given-names>S. G.</given-names></name> <name><surname>Chen</surname> <given-names>J. H.</given-names></name> <name><surname>Zhou</surname> <given-names>X. N.</given-names></name></person-group> (<year>2014</year>). <article-title>A molecular survey of febrile cases in malaria-endemic areas along China-Myanmar border in Yunnan province, People&#x2019;s Republic of China.</article-title> <source><italic>Parasite</italic></source> <volume>21</volume>:<fpage>27</fpage>. <pub-id pub-id-type="doi">10.1051/parasite/2014030</pub-id> <pub-id pub-id-type="pmid">24954235</pub-id></citation></ref>
</ref-list>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="https://lasergene.software.informer.com/7.1">https://lasergene.software.informer.com/7.1</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="http://mega.software.informer.com/7.0/">http://mega.software.informer.com/7.0/</ext-link></p></fn>
</fn-group>
</back>
</article>