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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physio.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physio.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Research Foundation</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fphys.2012.00199</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Opinion article</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Why Use of Interventions Targeting Outdoor Biting Mosquitoes will be Necessary to Achieve Malaria Elimination</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Govella</surname> <given-names>Nicodem James</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001">&#x0002A;</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ferguson</surname> <given-names>Heather</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Biomedical and Environmental Thematic Group, Ifakara Health Institute</institution> <country>Dar es Salaam, United Republic of Tanzania</country></aff>
<aff id="aff2"><sup>2</sup><institution>College of Medical, Veterinary and Life Sciences, Boyd Orr Centre for Population and Ecosystem Health, University of Glasgow</institution> <country>Glasgow, UK</country></aff>
<author-notes>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: <email>govella&#x00040;ihi.or.tz</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Frontiers in Systems Biology, a specialty of Frontiers in Physiology.</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>06</month>
<year>2012</year>
</pub-date>
<pub-date pub-type="collection">
<year>2012</year>
</pub-date>
<volume>3</volume>
<elocation-id>199</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>11</month>
<year>2011</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>05</month>
<year>2012</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2012 Govella and Ferguson.</copyright-statement>
<copyright-year>2012</copyright-year>
<license license-type="open-access" xlink:href="http://www.frontiersin.org/licenseagreement"><p>This is an open-access article distributed under the terms of the <uri xlink:href="http://creativecommons.org/licenses/by-nc/3.0/">Creative Commons Attribution Non Commercial License</uri>, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited.</p></license>
</permissions>
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<table-count count="1"/>
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<ref-count count="77"/>
<page-count count="5"/>
<word-count count="5200"/>
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</front>
<body>
<p>Existing malaria vector control measures such as Long Lasting Insecticidal Nets (LLIN) and Indoor Residual Spraying (IRS) combined with Artemisinin Based Combination Therapy (ACT) drugs have significantly reduced the malaria burden in many parts of Africa (Battarai et al., <xref ref-type="bibr" rid="B2">2007</xref>; Sharp et al., <xref ref-type="bibr" rid="B59">2007a</xref>; Ceesay et al., <xref ref-type="bibr" rid="B11">2008</xref>; O&#x02019;Meara et al., <xref ref-type="bibr" rid="B51">2008</xref>; WHO, <xref ref-type="bibr" rid="B74">2009</xref>; Chizema-Kawesha et al., <xref ref-type="bibr" rid="B13">2010</xref>; Ngomane and de Jager, <xref ref-type="bibr" rid="B49">2012</xref>). The benefit of these interventions extends beyond the personal protection of the households that use them to protect entire communities by reducing either the infectiousness of blood stage parasites in human populations (Killeen et al., <xref ref-type="bibr" rid="B34">2006a</xref>), or the abundance and survival of mosquito vectors (Killeen et al., <xref ref-type="bibr" rid="B37">2007</xref>). It has been shown both theoretically (Killeen and Smith, <xref ref-type="bibr" rid="B37">2007</xref>; Killeen et al., <xref ref-type="bibr" rid="B37">2007</xref>) and in the course of operational control (Hawley et al., <xref ref-type="bibr" rid="B28">2003</xref>; Klinkenberg et al., <xref ref-type="bibr" rid="B42">2010</xref>) that significant community-wide reductions in transmission can be obtained even when intervention coverage levels are modest (35&#x02013;75%). However, it is unlikely that these packages of interventions of their own will be sufficient to achieve malaria elimination in the most endemic settings where transmission rates are extremely high (Gillies and Smith, <xref ref-type="bibr" rid="B23">1960</xref>; White, <xref ref-type="bibr" rid="B70">1969</xref>; Oyewole and Awolola, <xref ref-type="bibr" rid="B52">2006</xref>; Bayoh et al., <xref ref-type="bibr" rid="B3">2010</xref>; Van Bortel et al., <xref ref-type="bibr" rid="B68">2010</xref>; Bugoro et al., <xref ref-type="bibr" rid="B6">2011a</xref>; Reddy et al., <xref ref-type="bibr" rid="B54">2011</xref>; Russell et al., <xref ref-type="bibr" rid="B57">2011</xref>). Even should the considerable financial, logistic, and behavioral obstacles that currently limit attainment of 100% coverage be overcome (Vanden et al., <xref ref-type="bibr" rid="B69">2010</xref>; Larson et al., <xref ref-type="bibr" rid="B44">2012</xref>), the combined use of effective anti-malarial drugs and these vector control interventions are not predicted to be sufficient for elimination in these settings (Killeen et al., <xref ref-type="bibr" rid="B33">2000</xref>; Griffin et al., <xref ref-type="bibr" rid="B25">2010</xref>) Because they do not cover the full spectrum of all locations where mosquito exposure occurs, and even if only a small percentage of mosquitoes remain and bite outside, their existence could be enough to prevent the transition from very low to zero transmission.</p>
<p>The World Health Organization (WHO) defines malaria elimination as meaning the permanent reduction &#x0201C;to zero incidence of locally contracted cases, although imported cases will continue to occur and continued interventions measures are required&#x0201D; (WHO, <xref ref-type="bibr" rid="B73">2008b</xref>). Achieving this goal will require full understanding of where and when persons are most exposed to the bites of mosquito vectors in order to target interventions where they can achieve maximum impact. While elimination is possible in some settings with low malaria transmission intensity (WHO, <xref ref-type="bibr" rid="B74">2009</xref>; Griffin et al., <xref ref-type="bibr" rid="B25">2010</xref>), and where the dominant vectors exhibit the stereotypical behaviors of biting indoors and late at night where they can be targeted by LLIN and/or IRS (Mabaso et al., <xref ref-type="bibr" rid="B45">2004</xref>; Sharp et al., <xref ref-type="bibr" rid="B60">2007b</xref>; John et al., <xref ref-type="bibr" rid="B29">2009</xref>; WHO, <xref ref-type="bibr" rid="B74">2009</xref>), it is unlikely that these methods will be sufficient to push prevalence below the WHO-defined pre-elimination threshold (&#x0003C;1 case/1000 population/year) in areas of high transmission (Molineaux and Gramiccia, <xref ref-type="bibr" rid="B47">1980</xref>; Kleinschmeidt et al., <xref ref-type="bibr" rid="B41">2009</xref>; Russell et al., <xref ref-type="bibr" rid="B58">2010</xref>) and where the majority of human exposure to transmitting mosquitoes occurs outside human dwellings to which most current interventions are restricted (Taylor, <xref ref-type="bibr" rid="B64">1975</xref>; Pates and Curtis, <xref ref-type="bibr" rid="B53">2005</xref>; Tirados et al., <xref ref-type="bibr" rid="B66">2005</xref>; Oyewole and Awolola, <xref ref-type="bibr" rid="B52">2006</xref>; Geissb&#x000FC;hler et al., <xref ref-type="bibr" rid="B19">2007</xref>; Griffin et al., <xref ref-type="bibr" rid="B25">2010</xref>; Van Bortel et al., <xref ref-type="bibr" rid="B68">2010</xref>; Bugoro et al., <xref ref-type="bibr" rid="B6">2011a</xref>; Yohannes and Boelee, <xref ref-type="bibr" rid="B77">2012</xref>). To date, probably the most comprehensive attempt to achieve local elimination within an endemic region of Africa was made in the Garki region of northern Nigeria in the 1970&#x02019;s (Molineaux and Gramiccia, <xref ref-type="bibr" rid="B47">1980</xref>; WHO, <xref ref-type="bibr" rid="B73">2008b</xref>). Before initiating this campaign, malaria transmission within this region was extremely high (example as indexed by an estimated annual entomologic inoculation rate, EIR of 20&#x02013;120 infectious mosquito bites per person per year). During the elimination program which ran from 1972 to 1973, near complete coverage of all households (97&#x02013;99%) with propoxur-based IRS combined with mass drug administration of the anti-malarials sulfalene and pyrimethamine (73&#x02013;92% coverage) was attained throughout the study area. Although these intense efforts led to a drastic reduction in malaria prevalence within the region from 70 to 1%, the threshold for local elimination was not even approached (Molineaux and Gramiccia, <xref ref-type="bibr" rid="B47">1980</xref>). A critical factor in the failure of elimination was incomplete suppression of vector populations due to the existence of low level outdoor-feeding (exophagy) and resting (exophily) behaviors within a small proportion of locally important vector populations (Molineaux and Gramiccia, <xref ref-type="bibr" rid="B47">1980</xref>). This small proportion of mosquitoes with atypical behaviors was sufficient to prevent elimination even across a short period of time in which the potential for insecticide resistance was not recorded. Furthermore, by preventing the rapid achievement of elimination, the existence of these vectors may enhance the likelihood and spread of Insecticide Resistance by necessitating the continued application of high dose formulations over longer periods of time.</p>
<p>While historically transmission in much of Africa has been dominated by vector species that primarily feed and rest indoors where they can be efficiently targeted with domestic insecticides (Gillies and DeMeillon, <xref ref-type="bibr" rid="B21">1968</xref>; White, <xref ref-type="bibr" rid="B71">1974</xref>; Gillies and Coetzee, <xref ref-type="bibr" rid="B20">1987</xref>), there is growing evidence from across the continent that the widespread use of LLINs and IRS is driving vector species composition toward those with more flexible behaviors (Braimah et al., <xref ref-type="bibr" rid="B5">2005</xref>; Pates and Curtis, <xref ref-type="bibr" rid="B53">2005</xref>; Tirados et al., <xref ref-type="bibr" rid="B66">2005</xref>; Antonio-Nkondjio et al., <xref ref-type="bibr" rid="B1">2006</xref>; Oyewole and Awolola, <xref ref-type="bibr" rid="B52">2006</xref>; Geissb&#x000FC;hler et al., <xref ref-type="bibr" rid="B19">2007</xref>; Bayoh et al., <xref ref-type="bibr" rid="B3">2010</xref>; Reddy et al., <xref ref-type="bibr" rid="B54">2011</xref>; Russell et al., <xref ref-type="bibr" rid="B57">2011</xref>). For instance <italic>Anopheles gambiense sensu stricto</italic> has been historically viewed as the most significant vector of malaria in Africa (Gillies and DeMeillon, <xref ref-type="bibr" rid="B21">1968</xref>; White, <xref ref-type="bibr" rid="B71">1974</xref>; Gillies and Coetzee, <xref ref-type="bibr" rid="B20">1987</xref>; Kiszewski et al., <xref ref-type="bibr" rid="B39">2004</xref>). However in the wake of the widespread deployment of domestic insecticidal interventions, this species is in significant decline in many areas; with the majority of remaining transmission now being dominated by <italic>An. arabiensis</italic> (Braimah et al., <xref ref-type="bibr" rid="B5">2005</xref>; Tirados et al., <xref ref-type="bibr" rid="B66">2005</xref>; Bayoh et al., <xref ref-type="bibr" rid="B3">2010</xref>; Russell et al., <xref ref-type="bibr" rid="B57">2011</xref>); a closely related sibling species that can exhibit much more flexible behaviors including biting people and resting outdoors, and switching their biting between humans and common domestic animals such as cattle (Gillies and DeMeillon, <xref ref-type="bibr" rid="B21">1968</xref>; White, <xref ref-type="bibr" rid="B71">1974</xref>; Gillies and Coetzee, <xref ref-type="bibr" rid="B20">1987</xref>; Tirados et al., <xref ref-type="bibr" rid="B66">2005</xref>).</p>
<p>Even low levels of exophagy, exophily, or zoophagy (Table <xref ref-type="table" rid="T1">1</xref>) may substantially attenuate the impact of LLIN and IRS because this allows mosquitoes to obtain blood while avoiding fatal contact with insecticides (Smith and Gillies, <xref ref-type="bibr" rid="B62">1960</xref>; Taylor, <xref ref-type="bibr" rid="B64">1975</xref>; Molineaux and Gramiccia, <xref ref-type="bibr" rid="B47">1980</xref>; Pates and Curtis, <xref ref-type="bibr" rid="B53">2005</xref>; Geissb&#x000FC;hler et al., <xref ref-type="bibr" rid="B19">2007</xref>; Killeen and Smith, <xref ref-type="bibr" rid="B37">2007</xref>; Govella et al., <xref ref-type="bibr" rid="B24">2010</xref>; Bugoro et al., <xref ref-type="bibr" rid="B6">2011a</xref>). Furthermore, the deployment of insecticides inside houses is likely to place strong selection on even highly endophilic species to switch their behaviors, which could not only prevent the achievement of elimination but undermine the continued effectiveness of these interventions (White, <xref ref-type="bibr" rid="B71">1974</xref>; Pates and Curtis, <xref ref-type="bibr" rid="B53">2005</xref>; Van Bortel et al., <xref ref-type="bibr" rid="B68">2010</xref>; Bugoro et al., <xref ref-type="bibr" rid="B6">2011a</xref>). For example in Bioko Island, Equatorial Guinea, <italic>An. gambiae s.s</italic>. were historically documented to feed almost entirely indoors (Molina et al., <xref ref-type="bibr" rid="B46">1996</xref>). However, following initiation of mass coverage campaigns with indoor-insecticide based interventions, the behavior of this vector species has switched to an almost 50:50 split between indoor and outdoor biting (Reddy et al., <xref ref-type="bibr" rid="B54">2011</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><bold>Definition of mosquito behavioral choices</bold>.</p></caption>
<table frame="hsides" rules="groups">
<tbody>
<tr>
<td align="left">Exophagy: is a tendency for mosquitoes to prefer biting outside</td>
</tr>
<tr>
<td align="left">Endophagy: is a tendency for mosquitoes to prefer biting indoor</td>
</tr>
<tr>
<td align="left">Exophily: is a tendency for mosquitoes to prefer resting outside</td>
</tr>
<tr>
<td align="left">Endophily: is a tendency for mosquitoes to prefer resting indoor</td>
</tr>
<tr>
<td align="left">Zoophagy: is a tendency for mosquitoes to prefer feeding on animal hosts</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>With the shift in policy from targeted to universal distribution of LLINs to each sleeping space in many parts of Africa (Teklehaimanot et al., <xref ref-type="bibr" rid="B65">2007</xref>; WHO, <xref ref-type="bibr" rid="B72">2008a</xref>; Kilian et al., <xref ref-type="bibr" rid="B30">2010</xref>), it has been increasingly observed that mosquitoes can re-adjust their biting activity so that much of it occurs outdoors and before bed time across different settings (Rubio-Palis and Curtis, <xref ref-type="bibr" rid="B56">1992</xref>; Trung et al., <xref ref-type="bibr" rid="B67">2005</xref>; Bayoh et al., <xref ref-type="bibr" rid="B3">2010</xref>; Van Bortel et al., <xref ref-type="bibr" rid="B68">2010</xref>; Bugoro et al., <xref ref-type="bibr" rid="B6">2011a</xref>,<xref ref-type="bibr" rid="B7">b</xref>; Reddy et al., <xref ref-type="bibr" rid="B54">2011</xref>; Russell et al., <xref ref-type="bibr" rid="B57">2011</xref>). This is due to the fact that indoor biting species (Smith and Gillies, <xref ref-type="bibr" rid="B62">1960</xref>; Gillies and Furlong, <xref ref-type="bibr" rid="B22">1964</xref>; Gillies and DeMeillon, <xref ref-type="bibr" rid="B21">1968</xref>; Pates and Curtis, <xref ref-type="bibr" rid="B53">2005</xref>; Killeen et al., <xref ref-type="bibr" rid="B35">2006b</xref>) and subpopulations (Coluzzi et al., <xref ref-type="bibr" rid="B14">1979</xref>; Molineaux and Gramiccia, <xref ref-type="bibr" rid="B47">1980</xref>; Bendesky and Bargmann, <xref ref-type="bibr" rid="B4">2011</xref>) will be more affected, leaving predominantly the outdoor-feeding, &#x0201C;early biting&#x0201D; residual populations and individuals (Gillies and Smith, <xref ref-type="bibr" rid="B23">1960</xref>; Taylor, <xref ref-type="bibr" rid="B64">1975</xref>; Bayoh et al., <xref ref-type="bibr" rid="B3">2010</xref>; Bugoro et al., <xref ref-type="bibr" rid="B6">2011a</xref>,<xref ref-type="bibr" rid="B7">b</xref>; Russell et al., <xref ref-type="bibr" rid="B57">2011</xref>) to maintain residual transmission. Evidence from the previous Global Malaria Elimination campaign (1950s) suggests this is not only a recent phenomenon. Following the widespread implementation of IRS in the South Pare Region of Tanzania (1955&#x02013;1959), the highly endophilic vector <italic>An. funestus</italic> disappeared leaving only an <italic>An. gambiae s.l</italic>. population which exhibited extremely exophilic behavior (Smith and Gillies, <xref ref-type="bibr" rid="B62">1960</xref>). Similarly, <italic>An. funestus</italic> was also replaced by the highly zoophagic and exophilic species <italic>An. rivulorum</italic> and/or <italic>An. parensis</italic> on at least three distinct occasions following the implementation of IRS in South Africa, Kenya, and Tanzania (Gillies and Smith, <xref ref-type="bibr" rid="B23">1960</xref>; Gillies and Furlong, <xref ref-type="bibr" rid="B22">1964</xref>). Note that not all of the mosquito vector behavioral shifts mentioned above may necessarily hinder malaria control. For example, while a shift in vector behavior to biting people outside or before bedtime would clearly allow them to evade control, the impacts of others such as increased zoophagy are not clear cut. For example, while shifting their behavior from biting people to livestock would allow vectors to avoid insecticides, but it would concurrently prevent them from becoming infected or transmitting. Thus if interventions prompted increased zoophily in vector populations, it could actually help enhance control and prospects for elimination if it resulted in a long term, stable shift away from biting humans, and did not just provide them with a short term strategy to maintain their populations in the face of insecticide use, before later returning to feeding on humans when insecticide coverage dropped and/or resistance emerged (see reference Ferguson et al., <xref ref-type="bibr" rid="B15">2010</xref> for more review).</p>
<p>More recently, the long term use (&#x0223C;10 years) of ITNs at high coverage in western Kenya and south eastern Tanzania has been accompanied by a substantial shift in malaria vector species composition as manifested by the progressive diminishment of the importance of the highly endophagic/endophilic <italic>An. gambiae s.s</italic>. (Bayoh et al., <xref ref-type="bibr" rid="B3">2010</xref>; Russell et al., <xref ref-type="bibr" rid="B57">2011</xref>). Examples of similar phenomenon have also been observed outside Africa. In the Solomon islands, for example, intense IRS campaigns conducted in the 1960s appeared to have eliminated the major vectors <italic>An. punctulatus</italic> and <italic>An. koliensis</italic> which predominantly rest indoors, but recent programs combining ITNs and IRS have had negligible impact upon human biting rates because the remaining, current primary vector species <italic>An. farauti</italic> feeds and rests predominantly outdoors (Bugoro et al., <xref ref-type="bibr" rid="B6">2011a</xref>). Similar phenomena may be in Asia where human exposure to mosquito bites predominantly occurs outside houses and before bed time (Van Bortel et al., <xref ref-type="bibr" rid="B68">2010</xref>).</p>
<sec>
<title>Conclusion</title>
<p>As mosquito feeding behaviors critically determine the effectiveness of most current front-line vector control intervention measures, there is a critical need to establish systematic monitoring of these phenotypes and how they are changing as part of the drive toward elimination. Furthermore, although malaria control experts must undoubtedly continue to deliver interventions that tackle indoor transmission in Africa, a considerable investment of resources in methods that target mosquitoes outside of houses and before sleeping hours is urgently required to sustain existing levels of malaria control and make further inroads to achieve elimination (Ferguson et al., <xref ref-type="bibr" rid="B15">2010</xref>; Griffin et al., <xref ref-type="bibr" rid="B25">2010</xref>). To date, there is no intervention that specifically targets outdoor biting mosquitoes in common use throughout Africa. The only currently operational approach that could provide these benefits is larviciding (Killeen et al., <xref ref-type="bibr" rid="B31">2002a</xref>, <xref ref-type="bibr" rid="B36">2006c</xref>; Fillinger et al., <xref ref-type="bibr" rid="B16">2008</xref>, <xref ref-type="bibr" rid="B18">2009</xref>; Worrall and Fillinger, <xref ref-type="bibr" rid="B76">2011</xref>), which by killing larval mosquitoes in their aquatic habitats may be assumed to efficiently target both the endophilic- and exophilic proportion of vector populations. Recent analysis suggests this method may be cost effective and practical in a much wider range of ecological settings than previously considered (Worrall and Fillinger, <xref ref-type="bibr" rid="B76">2011</xref>). Even so, there is unlikely to be one &#x0201C;silver-bullet&#x0201D; approach to controlling outdoor biting mosquitoes and there is an urgent need to develop and assess a variety of complementary measures. Encouragingly there has been upsurge in interest in such methods in recent years, with progress being made toward assessing the potential use of large-scale spatial repellents (Moore et al., <xref ref-type="bibr" rid="B48">2007</xref>), the application of insecticides to alternative hosts such as livestock (Rowland et al., <xref ref-type="bibr" rid="B55">2001</xref>), the development of odor-baited traps for use outdoors (Knols et al., <xref ref-type="bibr" rid="B43">2010</xref>; Okumu et al., <xref ref-type="bibr" rid="B50">2010</xref>), the enhancement, and expansion of larvicide-based approaches (Soper and Wilson, <xref ref-type="bibr" rid="B63">1943</xref>; Shousha, <xref ref-type="bibr" rid="B61">1948</xref>; Kitron and Spielman, <xref ref-type="bibr" rid="B40">1989</xref>; Killeen et al., <xref ref-type="bibr" rid="B31">2002a</xref>,<xref ref-type="bibr" rid="B32">b</xref>; Fillinger and Lindsay, <xref ref-type="bibr" rid="B17">2006</xref>; Gu and Novak, <xref ref-type="bibr" rid="B26">2006</xref>; Gu et al., <xref ref-type="bibr" rid="B26">2006</xref>; Fillinger et al., <xref ref-type="bibr" rid="B16">2008</xref>, <xref ref-type="bibr" rid="B18">2009</xref>; Chaki et al., <xref ref-type="bibr" rid="B12">2009</xref>) and environmental management (WHO, <xref ref-type="bibr" rid="B75">1982</xref>; Castro et al., <xref ref-type="bibr" rid="B10">2004</xref>, <xref ref-type="bibr" rid="B9">2009</xref>, <xref ref-type="bibr" rid="B8">2010</xref>).</p>
<p>While malaria control experts must not stop to deliver interventions that tackle indoor transmission, we argue that further sustained investment not only into systematic monitoring of mosquito behavioral phenotypes and how they are changing but also on rapid case detection and treatment and substantial investment into the development and translation of outdoor-based interventions into wide-scale use must be prioritized a fundamental strategy for achieving elimination in mainland Africa.</p>
</sec>
</body>
<back>
<ack>
<p>We thank the Bill and Melinda Gates Foundation through the Malaria Transmission Consortium (Award number 45114), coordinated by Dr Neil Lobo and Prof. Frank Collins at Notre Dame University, and the European Union through African Vector Control: New tool (Award number 265660) coordinated by Dr. Eve Worrall and Prof. Hilary Ranson at Liverpool School of Tropical Medicine for provision of financial support. We also appreciate the contributions by Dr. Gerry Killeen.</p>
</ack>
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