<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="review-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Malar.</journal-id>
<journal-title>Frontiers in Malaria</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Malar.</abbrev-journal-title>
<issn pub-type="epub">2813-7396</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmala.2023.1073761</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Malaria</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Using fruit flies to delve into mosquito insecticide resistance</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hossain</surname>
<given-names>Kaniz Fatima Binte</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2059462"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vimal</surname>
<given-names>Divya</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Owusu-Ansah</surname>
<given-names>Edward</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2057474"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Department of Physiology and Cellular Biophysics Columbia University Irving Medical Center</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Louisa Alexandra Messenger, University of Nevada, Las Vegas, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Elis Batista, Federal University of Minas Gerais, Brazil; Richard Oxborough, Consultant, Henderson, NV, United States; Matthew Meiselman, University of Nevada, Las Vegas, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Edward Owusu-Ansah, <email xlink:href="mailto:eo2364@cumc.columbia.edu">eo2364@cumc.columbia.edu</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>1</volume>
<elocation-id>1073761</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Hossain, Vimal and Owusu-Ansah</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Hossain, Vimal and Owusu-Ansah</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>With more than 3,000 species and an almost ubiquitous presence, the economic importance of mosquitoes cannot be overemphasized. <italic>Anopheles</italic> mosquitoes are vectors for infectious diseases such as malaria &#x2013; an endemic disease in tropical and sub-tropical regions of the world that infects more than 200 million people worldwide and causes over 400,000 deaths annually, with most casualties being infants or inhabitants of sub-Saharan Africa. The <italic>Aedes aegytpi</italic> and <italic>Culex quinquefasciatus</italic> species of mosquitoes are also vectors for arboviruses such as chikungunya virus, dengue virus, western equine encephalitis virus, and Zika virus. Consequently, insecticides are frequently used to stem the population of mosquitoes. Nevertheless, mosquito insecticide resistance has emerged as a major problem that has contributed to numerous failed eradication campaigns for the aforementioned diseases. In this mini-review, we expound on how fruit flies (<italic>Drosophila melanogaster</italic>) could be a complementary model system for studying mosquito insecticide resistance, with the ultimate goal of confirming any promising leads in mosquitoes.</p>
</abstract>
<kwd-group>
<kwd>malaria</kwd>
<kwd>insecticide resistance</kwd>
<kwd>insect vectors</kwd>
<kwd>mosquitoes</kwd>
<kwd>fruit flies</kwd>
<kwd>
<italic>Drosophila melanogaster</italic>
</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Institutes of Health<named-content content-type="fundref-id">10.13039/100000002</named-content>
</contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="87"/>
<page-count count="8"/>
<word-count count="4632"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Vectors</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Malaria is a blood-borne disease caused by various plasmodium species that live within erythrocytes. However, while malaria can, on rare occasions, be transmitted <italic>via</italic> blood transfusions or congenital transmission, it is predominantly transmitted through the bite of a female mosquito of the <italic>Anopheles</italic> genus. Consequently, vector control strategies have long been a major component of attempts to limit the spread of infectious diseases transmitted by mosquitoes, such as malaria. This proved to be somewhat successful between 2000 and 2015, as the number of people infected with malaria steadily dropped, due at least in part to the use of insecticide-treated bed nets. However, over the past few years, mosquito insecticide resistance has become increasingly evident. Here, we briefly explore the major insecticide resistance mechanisms found in mosquitoes and discuss how we think studies in fruit flies can improve our understanding of mosquito insecticide resistance and contribute to the identification of new targets for insecticides. Thus, the rationale for this mini-review is not to provide a thorough understanding of the subject of mosquito insecticide resistance, but rather to provide an overview of the research themes in the field to <italic>Drosophila melanogaster (Dm)</italic> biologists, and briefly draw attention to how <italic>Dm</italic> genetics and cell biology can be co-opted to address questions relevant to mosquito insecticide resistance. For more thorough discussions of the subject of mosquito insecticide resistance, we refer readers to a number of reviews that have been published in recent years on this subject (<xref ref-type="bibr" rid="B16">Dusfour et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B73">Susanna and Pratiwi, 2021</xref>; <xref ref-type="bibr" rid="B71">Suh et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s2">
<title>Types of insecticide resistance</title>
<p>Insecticide resistance usually develops gradually, as a result of several mechanisms that culminate in reducing the effectiveness of the insecticide. Nevertheless, there are four main insecticide resistance mechanisms referred to as target-site resistance, metabolic resistance, cuticular resistance and behavioral resistance; and many mosquito species can develop resistance through multiple mechanisms. We begin by briefly reviewing each type of insecticide resistance mechanism.</p>
<sec id="s2_1">
<title>Target-site resistance</title>
<p>Target-site resistance develops when a mutation (usually a point mutation) develops in a specific insecticide target in a few flies that renders them refractory to the insecticide. This may arise when the mutation renders the molecular target incapable of binding to the insecticide to inhibit its activity, or the molecular target&#x2019;s ability to engage and activate or inhibit downstream signaling cascades is impaired. This leads to a selective advantage for this initial small population of mosquitoes, eventually culminating in the whole population becoming largely resistant to the insecticide. Target-site resistance has been observed for insecticides that target genes encoding for the voltage-gated sodium channel (VGSC), acetylcholinesterase (AChE) and the &#x3b3;-aminobutyric acid (GABA) receptor, Rdl (Resistance to dieldrin) (<xref ref-type="bibr" rid="B30">Hemingway et&#xa0;al., 2004</xref>).</p>
<p>Two classes of insecticides &#x2013; pyrethroids and dichlorodiphenyltrichloroethane (DDT) &#x2013; inhibit VGSCs. Pyrethroids modify the gating kinetics of VGSCs by inhibiting both activation and inactivation of the channel. Several single or multiple amino acid substitutions in the VGSC, such as the I1011M/V, L1014C/F/S/W and V1016G/I substitutions, block or at least reduce the affinity of the insecticide for the channel (<xref ref-type="bibr" rid="B45">Martinez-Torres et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B6">Brengues et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B18">Enayati et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B10">Chang et&#xa0;al., 2009</xref>).</p>
<p>AChE, the enzyme that catalyzes the hydrolysis of acetylcholine (ACh) in the nervous system, is the target site for organophosphate and carbamate-based insecticides [reviewed in (<xref ref-type="bibr" rid="B24">Fournier and Mutero, 1994</xref>)]. Organophosphate and carbamates have similar structures to ACh, as a result, they act as competitive inhibitors at the AChE active site. Biochemical assays in many mosquito species have revealed that the gene encoding AChE is a mutational hotspot. Relatively common single amino acid substitutions in many mosquito species that render the enzyme resistant to insecticides are the G119S, F290V and F331W substitutions (<xref ref-type="bibr" rid="B79">Weill et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B80">Weill et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B3">Alout et&#xa0;al., 2007a</xref>; <xref ref-type="bibr" rid="B4">Alout et&#xa0;al., 2007b</xref>; <xref ref-type="bibr" rid="B14">Djogb&#xe9;nou et&#xa0;al., 2008</xref>).</p>
<p>Cyclodiene insecticides, such as dieldrin, and phenyl pyrazones, such as fipronil, target the GABA receptor, Rdl, a gated chloride ion channel composed of five subunits [reviewed in (<xref ref-type="bibr" rid="B34">Kim and Hibbs, 2021</xref>)]. Dieldrin resistance has been linked to an A296S/G substitution found in many <italic>Anopheles</italic> species (<xref ref-type="bibr" rid="B15">Du et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B82">Wondji et&#xa0;al., 2011</xref>). Resistance to fipronil has also been reported in mosquitoes; however, the molecular lesion(s) responsible for it remain unclear (<xref ref-type="bibr" rid="B41">Liu et&#xa0;al., 2004</xref>).</p>
</sec>
<sec id="s2_2">
<title>Metabolic resistance</title>
<p>Metabolic resistance is the most common form of insecticide resistance and arises as a result of increased biodegradation of insecticides due to the activation of stress response pathways. It typically involves upregulation of glutathione-S-transferases (GSTs), cytochrome P450 monooxygenases (P450 enzymes), and esterases &#x2013; a heterogeneous group of enzymes that typically includes carboxylesterase and cholinesterases (<xref ref-type="bibr" rid="B66">Salinas and Wong, 1999</xref>; <xref ref-type="bibr" rid="B19">Enayati et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B40">Liu, 2015</xref>). GSTs catalyze the conjugation of electrophilic compounds with reduced glutathione (GSH), which renders the resulting product less toxic and more hydrophilic, and thus more easily excreted than the hitherto unconjugated product (<xref ref-type="bibr" rid="B29">Habig et&#xa0;al., 1974</xref>). Some GSTs are also capable of catalyzing a dehydrochlorination reaction using GSH as a cofactor; and this appears to be the predominant mechanism by which resistance to DDT occurs (<xref ref-type="bibr" rid="B13">Clark and Shamaan, 1984</xref>). Nevertheless, in many other instances where elevated GST activity has been linked to insecticide resistance, the actual GST enzyme that confers resistance to the insecticide is unknown. This is partly due to the fact that the repertoire of GSTs in insects has rapidly expanded (many mosquito species have about 30 GST genes) as a result of gene duplications in the insect-specific delta and epsilon GSTs; and multiple delta- or epsilon-type GSTs can be overexpressed in a DDT-resistant strain such as <italic>Anopheles gambiae</italic> (<xref ref-type="bibr" rid="B54">Ortelli et&#xa0;al., 2003</xref>).</p>
<p>Similarly, genes encoding for esterases and P450 enzymes in insects can sometimes exceed 50 and 100, respectively, as amplification and duplication events have greatly increased their number. This has led to challenges in elucidating which P450 genes are required for insecticide resistance, as multiple P450 genes are typically induced as a result of exposing mosquitoes to insecticides. Further, the three major classes of enzymes linked to metabolic resistance are likely to act in concert, as the co-elevation of P450 enzymes and esterases in response to insecticide treatment has been reported (<xref ref-type="bibr" rid="B78">Vulule et&#xa0;al., 1999</xref>). In line with this, the mosquito P450 enzyme, CYP6Z8, metabolizes common pyrethroid metabolites produced by carboxylesterases such as 3-phenoxybenzoic alcohol and 3-phenoxybenzaldehyde, to 3-phenoxybenzoic acid and other more soluble derivatives (<xref ref-type="bibr" rid="B9">Chandor-Proust et&#xa0;al., 2013</xref>).</p>
</sec>
<sec id="s2_3">
<title>Cuticular resistance</title>
<p>Cuticular resistance arises from a thickening or alteration of the cuticle that reduces its permeability to the insecticide. Many cuticle proteins belonging to different protein families are expressed in various mosquito species (<xref ref-type="bibr" rid="B86">Zhou D. et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B87">Zhou Y. et&#xa0;al., 2017</xref>). In this regard, it has been shown that transcripts of the cuticle proteins, CPR63 and CPR47, are induced in pyrethroid-resistant strains of <italic>Culex pipiens pallens</italic> species than in non-resistant strains (<xref ref-type="bibr" rid="B72">Sun et&#xa0;al., 2017</xref>). Further studies showed that CPR63 might contribute to pyrethroid resistance by thickening the cuticle and thus, possibly, increasing the tolerance of mosquitoes to deltamethrin (<xref ref-type="bibr" rid="B83">Xu et&#xa0;al., 2022</xref>). Other cuticle proteins expressed at higher levels in pyrethroid-resistant relative to susceptible mosquito strains are CPR124, CPR127, CPR129 and CPR131 (<xref ref-type="bibr" rid="B52">Nkya et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B75">Vannini et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B84">Yahou&#xe9;do et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B31">Huang et&#xa0;al., 2018</xref>). Lastly, CPLCG3, CPLCG4 and CPLCG5 are essential for cuticular resistance as they are involved in a putative cuticle thickening process (<xref ref-type="bibr" rid="B75">Vannini et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B31">Huang et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B84">Yahou&#xe9;do et&#xa0;al., 2017</xref>).</p>
</sec>
<sec id="s2_4">
<title>Behavioral resistance</title>
<p>Perhaps the most intractable of all the insecticide resistance mechanisms is behavioral resistance, which, as the name suggests, refers to behavioral changes evoked by insects as a means to avoid further exposure to the insecticide. Forms of behavioral resistance include a reduction in the extent of mosquito entry into homes, an elevated rate of exit from the area sprayed with the insecticide, and a change in feeding times. In Tanzania, an increased proportion of <italic>Anopheles gambiae</italic> and <italic>Anopheles fenestus</italic> mosquitoes have been reported to feed outdoors as a result of the use of insecticide-resistant bed nets (<xref ref-type="bibr" rid="B65">Russell et&#xa0;al., 2011</xref>). Additionally, the introduction of indoor vector control in Bioko Island, Equatorial Guinea, led to an increase in the proportion of <italic>Anopheles gambiae</italic> mosquitoes that sought human hosts outdoors (<xref ref-type="bibr" rid="B61">Reddy et&#xa0;al., 2011</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>Using fruit flies to gain a better understanding of target-site resistance</title>
<p>While the ideal model system for studying mosquito insecticide resistance and vector control are mosquitoes themselves, several reports lend credence to the proposition that <italic>Dm</italic> are also useful in studying the effects of mutations linked to insecticide resistance in mosquitoes. The well-developed genetic toolkit in <italic>Dm</italic>, make them an ideal insect model to first identify a broad class of genes that regulate a process with implications for developing insecticides to mosquitoes. Subsequently, more focused studies in mosquitoes examining multiple genes in the same class of genes, may identify the specific genes that regulate the process in mosquitoes. With regard to target-site resistance, both synonymous and nonsynonymous mutations in VGSCs have been associated with target-site resistance; but, in general, the significance of synonymous mutations are unclear. Previously assumed to be benign, growing evidence indicates that synonymous mutations can influence phenotypes by regulating gene expression and/or protein stability <italic>via</italic> an alteration in mRNA stability, a disruption of splicing activity, a change in the efficiency of miRNA binding, a perturbation of translational activity, and an interference with the function of long non-coding RNAs. Studies in <italic>Dm</italic> can test the ability of synonymous mutations in VGSCs to impact these cellular processes.</p>
<p>A gene that encodes for a VGSC in <italic>Dm</italic> is <italic>paralytic</italic> (<italic>para</italic>). This gene can encode for about 60 isoforms as a result of alternative splicing (<xref ref-type="bibr" rid="B38">Lin et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B39">Lin et&#xa0;al., 2012</xref>). As there are varied periods and patterns of expression of some of these isoforms, it would be interesting to determine how knock-in mutations in fruit flies that mimic the relevant synonymous mutations in mosquitoes regulate expression of these isoforms. Further, a <italic>Dm</italic> strain in which Para is tagged with GFP endogenously exists (<xref ref-type="bibr" rid="B60">Ravenscroft et&#xa0;al., 2020</xref>). The relevant knock-in mutations can be created in this strain to ascertain how Para localization and/or stability is affected. Lastly, the GAL4/UAS system can be exploited to overexpress constructs carrying the appropriate mutations (<xref ref-type="bibr" rid="B21">Fischer et&#xa0;al., 1988</xref>; <xref ref-type="bibr" rid="B5">Brand and Perrimon, 1993</xref>). Similar analyses can be performed for GABAR and AChE.</p>
<p>Fruit flies can also be used to gain a better understanding of how allelic drive can be used to reverse insecticide resistance. In a particularly noteworthy study, CRISPR/Cas9 gene editing of <italic>para</italic> was used to generate a series of common VGSC mutations found in mosquitoes and tested for susceptibility to various insecticides (<xref ref-type="bibr" rid="B32">Kaduskar et&#xa0;al., 2022</xref>). The study revealed that it was possible to replace the resistant allele with a native (susceptible) allele in population cages. Thus, this proof-of-principle study highlights how fruit flies can be employed to elucidate the potential of performing a targeted reversion of an insecticide-resistant strain to a wild-type susceptible state.</p>
</sec>
<sec id="s4">
<title>Using fruit flies to gain a better understanding of metabolic resistance</title>
<p>Forced expression of the mosquito P450 enzymes, CYP6P9a and CYP6P9b, in <italic>Dm</italic> conferred tolerance to both permethrin and deltamethrin (<xref ref-type="bibr" rid="B63">Riveron et&#xa0;al., 2013</xref>). Nevertheless, some discrepancies have been observed between data obtained from overexpressing detoxification genes in <italic>Dm</italic> and <italic>Anopheles gambiae</italic> mosquitoes. In such instances, the natural tendency is to dismiss the observations in <italic>Dm</italic>. However, the interpretation of such results is complicated by the fact that the outcome of a GAL4/UAS overexpression experiment is largely dependent on the extent and domain of overexpression. Even in fruit flies, where the GAL4/UAS toolkit is well-established, contradictory results can be obtained when the same gene is overexpressed in a specific <italic>Dm</italic> tissue using different tissue-specific GAL4 lines. Therefore, it appears the yardstick for success when overexpressing detoxification genes should be whether a protective effect against insecticides can be observed at all, as a result of using many GAL4 lines &#x2013; both tissue-specific and ubiquitous. In this regard, the Gene-Switch system in <italic>Dm</italic> may be particularly valuable as it allows a dose-dependent expression of a transgene in response to varying concentrations of the RU486 (mifepristone) drug (<xref ref-type="bibr" rid="B64">Roman et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B46">McGuire et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B51">Nicholson et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B33">Ke and Hsu, 2019</xref>). While some studies in which a mosquito cDNA was overexpressed in <italic>Dm</italic> to test the effect of an insecticide have yielded promising results (<xref ref-type="bibr" rid="B59">Pavlidi et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B63">Riveron et&#xa0;al., 2013</xref>), it is possible that mosquito cDNAs may code for proteins that are incapable of interacting optimally with other endogenous regulatory factors. Hence, when overexpression of a mosquito cDNA fails to rescue <italic>Dm</italic> from insecticide-induced toxicity, it may be necessary to also test the effect of overexpressing the closest fruit fly ortholog of the mosquito gene. Ultimately, however, any promising results in fruit flies will have to be confirmed in mosquitoes.</p>
<p>Several peptidases, regulators of lipid and carbohydrate metabolism, sodium-calcium exchangers, and signaling molecules are induced alongside GSTs, P450 genes, and esterases in insecticide-resistant strains (<xref ref-type="bibr" rid="B77">Vontas et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B42">Liu et&#xa0;al., 2007</xref>). A relatively less explored aspect of metabolic insecticide resistance are the signaling pathways that regulate expression of what we refer to as insecticide resistance effector molecules (i.e., GSTs, P450 genes, and esterases). Identifying upstream regulators of these effector molecules is crucial, as it will furnish knowledge about the possibility of dismantling metabolic resistance mechanisms. A breakdown of the metabolic resistance mechanism should, in principle, enable an erstwhile resistant insecticide to be effective again. In one informative study, it was shown that GPCR signaling upregulates the expression of some P450 genes, raising the possibility that inhibitors of this specific GPCR signaling cascade may suppress insecticide resistance (<xref ref-type="bibr" rid="B37">Li et&#xa0;al., 2014</xref>). The readily available transgenic RNAi strains and sophisticated genetic tools in <italic>Dm</italic> make it particularly suited for exploring the regulatory relationships between the multiple genes induced in insecticide-resistant strains.</p>
<p>When mitochondrial function is impaired, it results in the activation of a mitochondrial stress signaling cascade that culminates in the induction of genes required for conferring tolerance to mitochondrial distress. As an example, we recently showed that RNAi-mediated knockdown of isocitrate dehydrogenase 2 (IDH2) leads to an upregulation of genes involved in Fe-S cluster biogenesis, redox and protein homeostasis, GSTs, P450 enzymes, esterases, regulators of lipid and carbohydrate metabolism, transporters, and signaling molecules, among other genes (<xref ref-type="bibr" rid="B50">Murari et&#xa0;al., 2022</xref>). This highlights the remarkable similarity in gene expression profile resulting from activating mitochondrial stress signaling or insecticide resistance. Further, it is widely accepted that a combination of piperonyl butoxide (PBO) and pyrethroids is more effective at reducing mosquito populations than using pyrethroids alone (<xref ref-type="bibr" rid="B27">Gleave et&#xa0;al., 2021</xref>). As PBO inhibits P450 enzymes, this observation raises the possibility that knocking down genes induced as a result of insecticide resistance may enhance the insecticidal effect of an ineffective insecticide. This is a phenomenon referred to as synergism. Given the similarity between the gene expression profile associated with insecticide resistance and mitochondrial stress signaling, we hypothesize that disrupting some components of the mitochondrial stress signaling cascade identified as a result of IDH2 disruption could synergize with low doses of an insecticide to cause lethality.</p>
<p>Furthermore, we have found that disruption of IDH2 in <italic>Dm</italic> flight muscles culminates in the induction of a ferroptosis-like form of cell death that may provide opportunities for addressing the issue of insecticide resistance. Ferroptosis is a non-apoptotic form of cell death that is triggered by iron-dependent lipid peroxidation (<xref ref-type="bibr" rid="B69">Stockwell et&#xa0;al., 2017</xref>); however, it has not been explored extensively in <italic>Dm</italic> or mosquitoes. As emerging evidence indicates that there are likely to be <italic>Dm</italic>-specific aspects of ferroptosis, if similar observations are found in mosquitoes, it may provide an additional mechanism for combating insecticide-resistant mosquitoes.</p>
</sec>
<sec id="s5">
<title>Using fruit flies to gain a better understanding of cuticular resistance</title>
<p>For the most part, the molecular basis of cuticular resistance is still being unraveled; but some candidate genes have emerged that may regulate expression of cuticle proteins. As a case in point, the laccase gene, which encodes for a diphenol oxidase, is induced in fenvalerate-resistant strains of <italic>Culex pipiens pallens</italic> (<xref ref-type="bibr" rid="B58">Pan et&#xa0;al., 2009</xref>). This gene can be expressed in fruit flies exposed to fenvalerate to examine whether it regulates the expression of cuticle proteins or confers tolerance to the insecticide. Further, fruit flies can be exposed to various insecticides and a time series RNA-Seq experiment performed to assess the order of induction of genes involved in cuticle biogenesis. Subsequently, RNAi and overexpression analyses can be used to decipher the regulatory relationships between the genes and the degree to which they impact insecticide resistance.</p>
</sec>
<sec id="s6">
<title>Using fruit flies to gain a better understanding of behavioral resistance</title>
<p>The challenge of using fruit flies to study behavioral insecticide resistance lies in the fact that a paradigm for studying it has to be established first, as there is some debate about whether behavioral insecticide resistance mechanisms should be classified as such, or simply regarded as avoidance mechanisms (<xref ref-type="bibr" rid="B85">Zalucki and Furlong, 2017</xref>). Nevertheless, one area in which research in fruit flies could prove informative for dissecting the mechanism of behavioral resistance to insecticides, is by examining whether the insecticide in question can trigger an aversive response in the olfactory system. It has been shown that pyrethrum extracts from flower heads of <italic>Tanacetum cinerariifolium</italic>, which have long been used as insect repellants, evoke olfactory responses to cause aversion in both <italic>Dm</italic> and <italic>Drosophila suzukii</italic> (<xref ref-type="bibr" rid="B43">Liu et&#xa0;al., 2021</xref>). Further studies revealed that pyrethrin, the major component of pyrethrum, activates at least three distinct odorant receptors &#x2013; Or7a, Or42b and Or59b &#x2013; to elicit the insecticide repellent response. A similar set of experiments in <italic>Aedes aegypti</italic> mosquitoes revealed the importance of AaOr31 in conferring pyrethrum repellence in mosquitoes (<xref ref-type="bibr" rid="B43">Liu et&#xa0;al., 2021</xref>). While the result of this olfactory system-induced aversive response is beneficial, conceivably, a comparable phenomenon could occur as a result of insecticide spraying to trigger an aversive response which culminates in behavioral resistance.</p>
<p>The extensive arsenal of genetic tools for probing the <italic>Dm</italic> olfactory system make it an ideal system to uncover a possible role of the olfactory system in behavioral resistance. The <italic>Dm</italic> olfactory system senses airborne molecules <italic>via</italic> the activation of receptors located on olfactory receptor neurons (ORNs). Each ORN expresses G-protein-coupled receptors which elicit a unique odorant response profile for that neuron. Each olfactory receptor functions together with an obligate co-receptor dubbed Orco (olfactory receptor co-receptor). As a start, fruit flies can be exposed to an insecticide and the phenomenon of behavioral resistance examined in <italic>orco</italic> mutants. If the behavioral insecticide resistance response is abrogated in <italic>orco</italic> mutants, it will mean further studies dissecting the effect of eliminating individual olfactory receptors may uncover which ones are required for behavioral insecticide resistance.</p>
</sec>
<sec id="s7">
<title>Using fruit flies to identify new targets of insecticides</title>
<p>Established in 2005 through a $50 million grant from the Bill and Melinda Gates Foundation to the Liverpool School of Tropical Medicine, the Innovative Vector Control Consortium (IVCC) has been spearheading efforts to identify new and improved insecticides. In this respect, more than 4.5 million compounds have been evaluated for potential use as insecticides, which resulted in the identification of six classes of new active ingredients that have implications for malaria vector control (see <ext-link ext-link-type="uri" xlink:href="https://www.ivcc.com/research-development/insecticide-discovery-and-development/">https://www.ivcc.com/research-development/insecticide-discovery-and-development/</ext-link>). Other screening efforts have involved the use of malaria vector species (<xref ref-type="bibr" rid="B35">Lees et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B36">Lees et&#xa0;al., 2020</xref>). Nevertheless, fruit flies (<italic>Dm</italic>) can be a complementary model system for identifying new molecular targets for insecticides. As previously alluded to with respect to metabolic resistance, studies in fruit flies can identify how the multiple genes induced in response to insecticides are regulated; and how this can be exploited to suppress insecticide resistance. Moreover, there are many other pharmaceutical products that may be useful insecticides but have not yet been studied extensively in fruit flies. These include pymetrozine and flonicamid, which are modulators of chordotonal organs; semicarbazones, some classes of diamides and several other modulators of nerve and muscle function; and growth and development targets such as ecdysone receptor agonists and inhibitors of respiration. Studies in fruit flies are likely to provide useful information about their roles, but with the ultimate aim of confirming any promising results in mosquitoes, and working with the IVCC to further exploit any promising findings to prevent disease transmission.</p>
<p>Many respiratory inhibitors proposed as insecticides exert their effect largely by altering reactive oxygen species (ROS) production or other mitochondrial processes that do not involve a disintegration of the oxidative phosphorylation (OXPHOS) complexes. Examples include several inhibitors of complex I (CI), such as fenazaquin, pyridaben, fenpyroximate, pyrimidifen, tolfenpyrad and tebufenpyrad. Nonetheless, the broad specificity of these CI inhibitors has limited their use. As a case in point, tebufenpyrad and pyridaben alter mitochondrial dynamics in rat dopaminergic neuronal cultures (<xref ref-type="bibr" rid="B11">Charli et&#xa0;al., 2016</xref>). Their broad specificity has also meant that concentrations used in the field, during clinical trials, had to be chosen judiciously. As sub-lethal levels of mitochondrial ROS can activate compensatory stress responses (<xref ref-type="bibr" rid="B56">Owusu-Ansah et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B55">Owusu-Ansah and Banerjee, 2009</xref>; <xref ref-type="bibr" rid="B57">Owusu-Ansah et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B49">Murari et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B50">Murari et&#xa0;al., 2022</xref>), this may explain, at least in part, why a clinical trial in Tanzania exploring the effectiveness of fenpyroximate and abamectin-treated durable wall liners as a control mechanism for malaria was not successful (<xref ref-type="bibr" rid="B47">Mpangala et&#xa0;al., 2021</xref>). We postulate that a more favorable outcome could be achieved with respiratory chain inhibitors that block aspects of the assembly of the OXPHOS system. We have been studying the mechanism of mitochondrial CI assembly in <italic>Dm</italic> and found that severe RNAi-mediated disruption of multiple CI subunits is lethal (<xref ref-type="bibr" rid="B25">Garcia et&#xa0;al., 2017</xref>). We hypothesize that a similar phenomenon may occur in other dipterans such as mosquitoes that could be exploited to develop new insecticides.</p>
<p>Mitochondrial CI is the most elaborate component of the OXPHOS system (<xref ref-type="bibr" rid="B20">Fiedorczuk et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B1">Agip et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B62">Rhooms et&#xa0;al., 2019</xref>). Mammalian CI has 45 subunits organized into two domains of the complex, oriented almost perpendicularly to each other, and referred to as the matrix and membrane domains (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B2">Agip et&#xa0;al., 2019</xref>). There are three distinct functional modules of CI dubbed the N, Q, and P modules. The N module contains the flavin mononucleotide (FMN) cofactor and accepts electrons from NADH in the mitochondrial matrix. The Q module is situated between the N module and the membrane domain and transfers electrons to ubiquinone. The proton-pumping P module is essentially the membrane domain; and can be further sub-divided into a proximal P<sub>P</sub> and distal P<sub>D</sub> module [reviewed in (<xref ref-type="bibr" rid="B76">Vartak et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B22">Formosa et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B62">Rhooms et&#xa0;al., 2019</xref>)]. A total of 14 core subunits contain all the catalytic centers of CI and are conserved from the ancestral enzyme in bacteria to the eukaryotic enzyme. Seven core subunits (NDUFS1, NDUFS2, NDUFS3, NDUFS7, NDUFS8, NDUFV1 and NDUFV2) are encoded by the nucleus, translated in the cytoplasm, and imported into the mitochondrion; while the other core subunits are encoded and translated within the mitochondrion (ND1, ND2, ND3, ND4, ND4L, ND5 and ND6). The 31 remaining subunits are referred to as accessory or supernumerary subunits, as they are not directly involved in performing the bioenergetics functions of CI. During CI assembly, specific subcomplexes consisting of a few CI subunits form largely independently of each other and merge in a stereotypic fashion en route to forming the mature complex (<xref ref-type="bibr" rid="B70">Stroud et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B25">Garcia et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B22">Formosa et&#xa0;al., 2018</xref>). CI assembly factors (CIAFs) are proteins that are usually found in association with specific subcomplexes and assist with the assembly process; but they are subsequently released when assembly is complete. The N, Q and P modules are synthesized from specific subcomplexes or assembly intermediates that can be tracked by immunoblotting or complexome profiling techniques (<xref ref-type="bibr" rid="B28">Guerrero-Castillo et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B23">Formosa et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B48">Murari et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B74">Szczepanowska et&#xa0;al., 2020</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Architecture of mitochondrial complex I. A diagram of mitochondrial CI &#x2013; based on mammalian Cryo-EM studies &#x2013; depicting the hydrophilic matrix and hydrophobic membrane domains oriented almost perpendicularly to each other; and the relative positions of subunits localized to the N, Q, P<sub>P</sub> and P<sub>D</sub> modules. There are 45 subunits in mammalian CI, 44 of which are unique subunits, and NDUFAB1 (AB1), which appears twice in the complex. Fourteen of the 45 subunits are referred to as core subunits, as they are conserved in all organisms in which CI is present (see text for further details). NDUFS6 (S6) and NDUFA9 (A9) contain Zn<sup>2+</sup> and NADPH as co-factors, respectively. Additional co-factors omitted for clarity include a flavin mononucleotide molecule and several Fe-S clusters found in association with some subunits in the matrix domain, and a number of phospholipid molecules intertwined with several subunits in the membrane domain.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmala-01-1073761-g001.tif"/>
</fig>
<p>Most of the mammalian accessory subunits are conserved in <italic>Dm</italic> (<xref ref-type="bibr" rid="B25">Garcia et&#xa0;al., 2017</xref>), but the extent to which each accessory subunit contributes to CI assembly differs between organisms. For instance, while RNAi-mediated disruption of NDUFA12 potently impairs CI assembly in <italic>Dm</italic> flight muscles and can cause lethality, a CRISPR-mediated knockout of NDUFA12 in human cells has minimal effects on CI assembly (<xref ref-type="bibr" rid="B70">Stroud et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B25">Garcia et&#xa0;al., 2017</xref>). We anticipate that such differences in roles of CI subunits in CI assembly can be exploited to make new arthropod- or diptera-specific CI assembly inhibitors, which can ultimately result in the development of novel insecticides.</p>
</sec>
<sec id="s8" sec-type="conclusions">
<title>Conclusion and future perspectives</title>
<p>There is an ever-present need to identify novel mosquito insecticides that are more effective and selective, and entail new mechanisms of action. This may require homology modeling for identifying novel chemistries and insect-specific modes of regulation of already established targets, as was performed for the housefly VGSC (<xref ref-type="bibr" rid="B53">O&#x2019;Reilly et&#xa0;al., 2006</xref>). Alternatively, it may be necessary to screen for novel sites in genes that are well established insecticide targets, as was performed for the isooxazoline insecticide, A1443, a ligand-gated chloride channel antagonist (<xref ref-type="bibr" rid="B26">Garc&#xed;a-Reynaga et&#xa0;al., 2013</xref>). It is also crucial to uncover entirely novel biochemical targets, as was the case with specific classes of diamides that were found to modulate insect ryanodine receptor function (<xref ref-type="bibr" rid="B67">Sattelle et&#xa0;al., 2008</xref>). Molecular targets that regulate developmental pathways in insects, such as cell death, autophagy, molting, and basic organelle function could also be exploited. In fact, the importance of autophagy in the fat body, and ecdysone signaling in regulating molting and other aspects of mosquito physiology, has been described extensively, highlighting their potential utilization as targets of insecticides (<xref ref-type="bibr" rid="B8">Bryant and Raikhel, 2011</xref>; <xref ref-type="bibr" rid="B12">Childs et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B68">Shaw and Catteruccia, 2019</xref>; <xref ref-type="bibr" rid="B81">Werling et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B7">Brown et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B17">Ekoka et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B44">Maharaj et&#xa0;al., 2022</xref>). While, undoubtedly, studies in fruit flies can contribute to our understanding of all these putative aspects of mosquito insecticide development, we propose that developing insecticides that disrupt organelle function to cause cell death, especially those that inhibit mitochondrial CI assembly, <italic>via</italic> a mechanism distinct from how CI assembly is regulated in humans, holds great promise for identifying new and insect-specific targets of insecticides. However, we note that at best, <italic>Dm</italic> should only be regarded as a complementary model system for studying mosquito insecticide resistance as any promising leads would have to be confirmed in mosquitoes.</p>
</sec>
<sec id="s9" sec-type="author-contributions">
<title>Author contributions</title>
<p>EO-A wrote the review and got feedback from KFBH and DV. All authors contributed to the generation of the figure. All authors approve the submission.</p>
</sec>
</body>
<back>
<sec id="s10" sec-type="funding-information">
<title>Funding</title>
<p>Funding for this review was provided by a Schaefer Research Scholars award and NIH grants AR077312 (R21), GM124717 (R35) and GM147902-01A1 (R01), and start-up funds from the Department of Physiology and Cellular Biophysics of the Columbia University Irving Medical Center to EO-A. KFBH and DV were supported by the aforementioned funds listed to EO-A.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank members of the EO-A lab for general discussions.</p>
</ack>
<sec id="s11" 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="s12" 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>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agip</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Blaza</surname> <given-names>J. N.</given-names>
</name>
<name>
<surname>Bridges</surname> <given-names>H. R.</given-names>
</name>
<name>
<surname>Viscomi</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Rawson</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Muench</surname> <given-names>S. P.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Cryo-EM structures of complex I from mouse heart mitochondria in two biochemically defined states</article-title>. <source>Nat. Struct. Mol. Biol.</source> <volume>25</volume> (<issue>7</issue>), <fpage>548</fpage>&#x2013;<lpage>556</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41594-018-0073-1</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agip</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Blaza</surname> <given-names>J. N.</given-names>
</name>
<name>
<surname>Fedor</surname> <given-names>J. G.</given-names>
</name>
<name>
<surname>Hirst</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Mammalian respiratory complex I through the lens of cryo-EM</article-title>. <source>Annu. Rev. Biophys.</source> <volume>48</volume>, <fpage>165</fpage>&#x2013;<lpage>184</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev-biophys-052118-115704</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alout</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Berthomieu</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Berticat</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Qiao</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2007</year>a). <article-title>A new amino-acid substitution in acetylcholinesterase 1 confers insecticide resistance to culex pipiens mosquitoes from Cyprus</article-title>. <source>Insect Biochem. Mol. Biol.</source> <volume>37</volume> (<issue>1</issue>), <fpage>41</fpage>&#x2013;<lpage>47</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ibmb.2006.10.001</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alout</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Berthomieu</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Hadjivassilis</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Weill</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2007</year>b). <article-title>Different amino-acid substitutions confer insecticide resistance through acetylcholinesterase 1 insensitivity in culex vishnui and culex tritaeniorhynchus (Diptera: culicidae) from China</article-title>. <source>J. Med. Entomol.</source> <volume>44</volume> (<issue>3</issue>), <fpage>463</fpage>&#x2013;<lpage>469</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jmedent/44.3.463</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brand</surname> <given-names>A. H.</given-names>
</name>
<name>
<surname>Perrimon</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>1993</year>). <article-title>Targeted gene expression as a means of altering cell fates and generating dominant phenotypes</article-title>. <source>Development</source> <volume>118</volume> (<issue>2</issue>), <fpage>401</fpage>&#x2013;<lpage>415</lpage>. doi: <pub-id pub-id-type="doi">10.1242/dev.118.2.401</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brengues</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Hawkes</surname> <given-names>N. J.</given-names>
</name>
<name>
<surname>Chandre</surname> <given-names>F.</given-names>
</name>
<name>
<surname>McCarroll</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Duchon</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Guillet</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2003</year>). <article-title>Pyrethroid and DDT cross-resistance in aedes aegypti is correlated with novel mutations in the voltage-gated sodium channel gene</article-title>. <source>Med. Vet. Entomol.</source> <volume>17</volume> (<issue>1</issue>), <fpage>87</fpage>&#x2013;<lpage>94</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1365-2915.2003.00412.x</pub-id>
</citation>
</ref>  <ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brown</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Paton</surname> <given-names>D. G.</given-names>
</name>
<name>
<surname>Catteruccia</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Ranson</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Ingham</surname> <given-names>V. A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>A steroid hormone agonist reduces female fitness in insecticide-resistant anopheles populations</article-title>. <source>Insect Biochem. Mol. Biol.</source> <volume>121</volume>, <fpage>103372</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ibmb.2020.103372</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bryant</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Raikhel</surname> <given-names>A. S.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Programmed autophagy in the fat body of aedes aegypti is required to maintain egg maturation cycles</article-title>. <source>PloS One</source> <volume>6</volume> (<issue>11</issue>), <fpage>e25502</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0025502</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chandor-Proust</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Bibby</surname> <given-names>J.</given-names>
</name>
<name>
<surname>R&#xe9;gent-Kloeckner</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Roux</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Guittard-Crilat</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Poupardin</surname> <given-names>R.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>The central role of mosquito cytochrome P450 CYP6Zs in insecticide detoxification revealed by functional expression and structural modelling</article-title>. <source>Biochem. J.</source> <volume>455</volume> (<issue>1</issue>), <fpage>75</fpage>&#x2013;<lpage>85</lpage>. doi: <pub-id pub-id-type="doi">10.1042/BJ20130577</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>W. K.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>T. T.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>Y. H.</given-names>
</name>
<name>
<surname>Hsu</surname> <given-names>E. L.</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>S. M.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>A novel amino acid substitution in a voltage-gated sodium channel is associated with knockdown resistance to permethrin in aedes aegypti</article-title>. <source>Insect Biochem. Mol. Biol.</source> <volume>39</volume> (<issue>4</issue>), <fpage>272</fpage>&#x2013;<lpage>278</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ibmb.2009.01.001</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Charli</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Anantharam</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Kanthasamy</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kanthasamy</surname> <given-names>A. G.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Alterations in mitochondrial dynamics induced by tebufenpyrad and pyridaben in a dopaminergic neuronal cell culture model</article-title>. <source>Neurotoxicology</source> <volume>53</volume>, <fpage>302</fpage>&#x2013;<lpage>313</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuro.2015.06.007</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Childs</surname> <given-names>L. M.</given-names>
</name>
<name>
<surname>Cai</surname> <given-names>F. Y.</given-names>
</name>
<name>
<surname>Kakani</surname> <given-names>E. G.</given-names>
</name>
<name>
<surname>Mitchell</surname> <given-names>S. N.</given-names>
</name>
<name>
<surname>Paton</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Gabrieli</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Disrupting mosquito reproduction and parasite development for malaria control</article-title>. <source>PloS Pathog.</source> <volume>12</volume> (<issue>12</issue>), <elocation-id>e1006060</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.ppat.1006060</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clark</surname> <given-names>A. G.</given-names>
</name>
<name>
<surname>Shamaan</surname> <given-names>N. A.</given-names>
</name>
</person-group> (<year>1984</year>). <article-title>Evidence that DDT-dehydrochlorinase from the house fly is a glutathione s-transferase</article-title>. <source>Pesticide Biochem. Physiol.</source> <volume>22</volume> (<issue>3</issue>), <fpage>249</fpage>&#x2013;<lpage>261</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0048-3575(84)90018-X</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Djogb&#xe9;nou</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Akogb&#xe9;to</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Chandre</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Presence of insensitive acetylcholinesterase in wild populations of culex pipiens quinquefasciatus from Benin</article-title>. <source>Acta Trop.</source> <volume>107</volume> (<issue>3</issue>), <fpage>272</fpage>&#x2013;<lpage>274</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.actatropica.2008.06.004</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Du</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Awolola</surname> <given-names>T. S.</given-names>
</name>
<name>
<surname>Howell</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Koekemoer</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>Brooke</surname> <given-names>B. D.</given-names>
</name>
<name>
<surname>Benedict</surname> <given-names>M. Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2005</year>). <article-title>Independent mutations in the rdl locus confer dieldrin resistance to anopheles gambiae and an. arabiensis</article-title>. <source>Insect Mol. Biol.</source> <volume>14</volume> (<issue>2</issue>), <fpage>179</fpage>&#x2013;<lpage>183</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1365-2583.2005.00544.x</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dusfour</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Vontas</surname> <given-names>J.</given-names>
</name>
<name>
<surname>David</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Weetman</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Fonseca</surname> <given-names>D. M.</given-names>
</name>
<name>
<surname>Corbel</surname> <given-names>V.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Management of insecticide resistance in the major aedes vectors of arboviruses: advances and challenges</article-title>. <source>PloS Negl. Trop. Dis.</source> <volume>13</volume> (<issue>10</issue>), <elocation-id>e0007615</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pntd.0007615</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ekoka</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Maharaj</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Nardini</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Dahan-Moss</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Koekemoer</surname> <given-names>L. L.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>20-hydroxyecdysone (20E) signaling as a promising target for the chemical control of malaria vectors</article-title>. <source>Parasit Vectors</source> <volume>14</volume> (<issue>1</issue>), <fpage>86</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13071-020-04558-5</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Enayati</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Vatandoost</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Ladonni</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Townson</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Hemingway</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Molecular evidence for a kdr-like pyrethroid resistance mechanism in the malaria vector mosquito anopheles stephensi</article-title>. <source>Med. Vet. Entomol.</source> <volume>17</volume> (<issue>2</issue>), <fpage>138</fpage>&#x2013;<lpage>144</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1365-2915.2003.00418.x</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Enayati</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Ranson</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Hemingway</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Insect glutathione transferases and insecticide resistance</article-title>. <source>Insect Mol. Biol.</source> <volume>14</volume> (<issue>1</issue>), <fpage>3</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1365-2583.2004.00529.x</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fiedorczuk</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Letts</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Degliesposti</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Kaszuba</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Skehel</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Sazanov</surname> <given-names>L. A.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Atomic structure of the entire mammalian mitochondrial complex I</article-title>. <source>Nature</source> <volume>538</volume> (<issue>7625</issue>), <fpage>406</fpage>&#x2013;<lpage>410</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature19794</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fischer</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Giniger</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Maniatis</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Ptashne</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>1988</year>). <article-title>GAL4 activates transcription in drosophila</article-title>. <source>Nature</source> <volume>332</volume> (<issue>6167</issue>), <fpage>853</fpage>&#x2013;<lpage>856</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/332853a0</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Formosa</surname> <given-names>L. E.</given-names>
</name>
<name>
<surname>Dibley</surname> <given-names>M. G.</given-names>
</name>
<name>
<surname>Stroud</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Ryan</surname> <given-names>M. T.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Building a complex complex: assembly of mitochondrial respiratory chain complex I</article-title>. <source>Semin. Cell Dev. Biol.</source> <volume>76</volume>, <fpage>154</fpage>&#x2013;<lpage>162</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.semcdb.2017.08.011</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Formosa</surname> <given-names>L. E.</given-names>
</name>
<name>
<surname>Muellner-Wong</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Reljic</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Sharpe</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Jackson</surname> <given-names>T. D.</given-names>
</name>
<name>
<surname>Beilharz</surname> <given-names>T. H.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Dissecting the roles of mitochondrial complex I intermediate assembly complex factors in the biogenesis of complex I</article-title>. <source>Cell Rep.</source> <volume>31</volume> (<issue>3</issue>), <fpage>107541</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.celrep.2020.107541</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fournier</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Mutero</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Modification of acetylcholinesterase as a mechanism of resistance eo insecticides</article-title>. <source>Comp. Biochem. Physiol. C-Pharmacology Toxicol. Endocrinol.</source> <volume>108</volume> (<issue>1</issue>), <fpage>19</fpage>&#x2013;<lpage>31</lpage>. doi: <pub-id pub-id-type="doi">10.1016/1367-8280(94)90084-1</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garcia</surname> <given-names>C. J.</given-names>
</name>
<name>
<surname>Khajeh</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Coulanges</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>E. I.</given-names>
</name>
<name>
<surname>Owusu-Ansah</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Regulation of mitochondrial complex I biogenesis in drosophila flight muscles</article-title>. <source>Cell Rep.</source> <volume>20</volume> (<issue>1</issue>), <fpage>264</fpage>&#x2013;<lpage>278</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.celrep.2017.06.015</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garc&#xed;a-Reynaga</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Sarpong</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Casida</surname> <given-names>J. E.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>New GABA/glutamate receptor target for [&#xb3;H]isoxazoline insecticide</article-title>. <source>Chem. Res. Toxicol.</source> <volume>26</volume> (<issue>4</issue>), <fpage>514</fpage>&#x2013;<lpage>516</lpage>. doi: <pub-id pub-id-type="doi">10.1021/tx400055p</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gleave</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Lissenden</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Chaplin</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Ranson</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Piperonyl butoxide (PBO) combined with pyrethroids in insecticide-treated nets to prevent malaria in Africa</article-title>. <source>Cochrane Database Syst. Rev.</source> <volume>5</volume> (<issue>5</issue>), <fpage>CD012776</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/14651858.CD012776.pub3</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guerrero-Castillo</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Baertling</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Kownatzki</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Wessels</surname> <given-names>H. J.</given-names>
</name>
<name>
<surname>Arnold</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Brandt</surname> <given-names>U.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>The assembly pathway of mitochondrial respiratory chain complex I</article-title>. <source>Cell Metab.</source> <volume>25</volume> (<issue>1</issue>), <fpage>128</fpage>&#x2013;<lpage>139</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cmet.2016.09.002</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Habig</surname> <given-names>W. H.</given-names>
</name>
<name>
<surname>Pabst</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Jakoby</surname> <given-names>W. B.</given-names>
</name>
</person-group> (<year>1974</year>). <article-title>Glutathione s-transferases. the first enzymatic step in mercapturic acid formation</article-title>. <source>J. Biol. Chem.</source> <volume>249</volume> (<issue>22</issue>), <fpage>7130</fpage>&#x2013;<lpage>7139</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0021-9258(19)42083-8</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hemingway</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Hawkes</surname> <given-names>N. J.</given-names>
</name>
<name>
<surname>McCarroll</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Ranson</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>The molecular basis of insecticide resistance in mosquitoes</article-title>. <source>Insect Biochem. Mol. Biol.</source> <volume>34</volume> (<issue>7</issue>), <fpage>653</fpage>&#x2013;<lpage>665</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ibmb.2004.03.018</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Culex pipiens pallens cuticular protein CPLCG5 participates in pyrethroid resistance by forming a rigid matrix</article-title>. <source>Parasit. Vectors</source> <volume>11</volume> (<issue>1</issue>), <fpage>6</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13071-017-2567-9</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaduskar</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Kushwah</surname> <given-names>R. B. S.</given-names>
</name>
<name>
<surname>Auradkar</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Guichard</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Bennett</surname> <given-names>J. B.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Reversing insecticide resistance with allelic-drive in drosophila melanogaster</article-title>. <source>Nat. Commun.</source> <volume>13</volume> (<issue>1</issue>), <fpage>291</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-021-27654-1</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ke</surname> <given-names>Y. T.</given-names>
</name>
<name>
<surname>Hsu</surname> <given-names>H. J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Generation of inducible gene-switched GAL4 expressed in the</article-title>. <source>G3 (Bethesda)</source> <volume>9</volume> (<issue>6</issue>), <fpage>2007</fpage>&#x2013;<lpage>2016</lpage>. doi: <pub-id pub-id-type="doi">10.1534/g3.119.400246</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Hibbs</surname> <given-names>R. E.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Direct structural insights into GABA(A) receptor pharmacology</article-title>. <source>Trends Biochem. Sci.</source> <volume>46</volume> (<issue>6</issue>), <fpage>502</fpage>&#x2013;<lpage>517</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tibs.2021.01.011</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lees</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Praulins</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Davies</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Parsons</surname> <given-names>G.</given-names>
</name>
<name>
<surname>White</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>A testing cascade to identify repurposed insecticides for next-generation vector control tools: screening a panel of chemistries with novel modes of action against a malaria vector</article-title>. <source>Gates Open Res.</source> <volume>3</volume>, <fpage>1464</fpage>. doi: <pub-id pub-id-type="doi">10.12688/gatesopenres.12957.2</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lees</surname> <given-names>R. S.</given-names>
</name>
<name>
<surname>Ismail</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Logan</surname> <given-names>R. A. E.</given-names>
</name>
<name>
<surname>Malone</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Davies</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Anthousi</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>New insecticide screening platforms indicate that mitochondrial complex I inhibitors are susceptible to cross-resistance by mosquito P450s that metabolise pyrethroids</article-title>. <source>Sci. Rep.</source> <volume>10</volume> (<issue>1</issue>), <fpage>16232</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-020-73267-x</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Role of G-protein-coupled receptor-related genes in insecticide resistance of the mosquito, culex quinquefasciatus</article-title>. <source>Sci. Rep.</source> <volume>4</volume>, <fpage>6474</fpage>. doi: <pub-id pub-id-type="doi">10.1038/srep06474</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname> <given-names>W. H.</given-names>
</name>
<name>
<surname>Wright</surname> <given-names>D. E.</given-names>
</name>
<name>
<surname>Muraro</surname> <given-names>N. I.</given-names>
</name>
<name>
<surname>Baines</surname> <given-names>R. A.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Alternative splicing in the voltage-gated sodium channel DmNav regulates activation, inactivation, and persistent current</article-title>. <source>J. Neurophysiol.</source> <volume>102</volume> (<issue>3</issue>), <fpage>1994</fpage>&#x2013;<lpage>2006</lpage>. doi: <pub-id pub-id-type="doi">10.1152/jn.00613.2009</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname> <given-names>W. H.</given-names>
</name>
<name>
<surname>G&#xfc;nay</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Marley</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Prinz</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Baines</surname> <given-names>R. A.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Activity-dependent alternative splicing increases persistent sodium current and promotes seizure</article-title>. <source>J. Neurosci.</source> <volume>32</volume> (<issue>21</issue>), <fpage>7267</fpage>&#x2013;<lpage>7277</lpage>. doi: <pub-id pub-id-type="doi">10.1523/JNEUROSCI.6042-11.2012</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Insecticide resistance in mosquitoes: impact, mechanisms, and research directions</article-title>. <source>Annu. Rev. Entomol.</source> <volume>60</volume>, <fpage>537</fpage>&#x2013;<lpage>559</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev-ento-010814-020828</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Cupp</surname> <given-names>E. W.</given-names>
</name>
<name>
<surname>Micher</surname> <given-names>K. M.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Insecticide resistance and cross-resistance in Alabama and Florida strains of culex quinquefasciatus [correction]</article-title>. <source>J. Med. Entomol</source>. <volume>41</volume> (<issue>3</issue>), <fpage>408</fpage>&#x2013;<lpage>413</lpage>. doi: <pub-id pub-id-type="doi">10.1603/0022-2585-41.3.408</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Differential expression of genes in pyrethroid resistant and susceptible mosquitoes, culex quinquefasciatus (S.)</article-title>. <source>Gene</source> <volume>394</volume> (<issue>1-2</issue>), <fpage>61</fpage>&#x2013;<lpage>68</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.gene.2007.01.032</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Andreazza</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Valbon</surname> <given-names>W. R.</given-names>
</name>
<name>
<surname>Bandason</surname> <given-names>E.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>A dual-target molecular mechanism of pyrethrum repellency against mosquitoes</article-title>. <source>Nat. Commun.</source> <volume>12</volume> (<issue>1</issue>), <fpage>2553</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-021-22847-0</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maharaj</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Ekoka</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Erlank</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Nardini</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Reader</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Birkholtz</surname> <given-names>L. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>The ecdysone receptor regulates several key physiological factors in anopheles funestus</article-title>. <source>Malar J.</source> <volume>21</volume> (<issue>1</issue>), <fpage>97</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12936-022-04123-8</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Martinez-Torres</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Chandre</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Williamson</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Darriet</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Berg&#xe9;</surname> <given-names>J. B.</given-names>
</name>
<name>
<surname>Devonshire</surname> <given-names>A. L.</given-names>
</name>
<etal/>
</person-group>. (<year>1998</year>). <article-title>Molecular characterization of pyrethroid knockdown resistance (kdr) in the major malaria vector anopheles gambiae s.s</article-title>. <source>Insect Mol. Biol.</source> <volume>7</volume> (<issue>2</issue>), <fpage>179</fpage>&#x2013;<lpage>184</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1365-2583.1998.72062.x</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McGuire</surname> <given-names>S. E.</given-names>
</name>
<name>
<surname>Mao</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Davis</surname> <given-names>R. L.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Spatiotemporal gene expression targeting with the TARGET and gene-switch systems in drosophila</article-title>. <source>Sci. STKE</source> <volume>2004</volume> (<issue>220</issue>), <fpage>pl6</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/stke.2202004pl6</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mpangala</surname> <given-names>K. R.</given-names>
</name>
<name>
<surname>Halasa-Rappel</surname> <given-names>Y. A.</given-names>
</name>
<name>
<surname>Mohamed</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Mnzava</surname> <given-names>R. C.</given-names>
</name>
<name>
<surname>Mkuza</surname> <given-names>K. J.</given-names>
</name>
<name>
<surname>Mangesho</surname> <given-names>P. E.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>On the cost-effectiveness of insecticide-treated wall liner and indoor residual spraying as additions to insecticide treated bed nets to prevent malaria: findings from cluster randomized trials in Tanzania</article-title>. <source>BMC Public Health</source> <volume>21</volume> (<issue>1</issue>), <fpage>1666</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12889-021-11671-2</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murari</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Rhooms</surname> <given-names>S. K.</given-names>
</name>
<name>
<surname>Goparaju</surname> <given-names>N. S.</given-names>
</name>
<name>
<surname>Villanueva</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Owusu-Ansah</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>An antibody toolbox to track complex I assembly defines AIF&#x2019;s mitochondrial function</article-title>. <source>J. Cell Biol.</source> <volume>219</volume> (<issue>10</issue>), <elocation-id>e202001071</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1083/jcb.202001071</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murari</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Rhooms</surname> <given-names>S. K.</given-names>
</name>
<name>
<surname>Garcia</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Mishra</surname> <given-names>B.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Dissecting the concordant and disparate roles of NDUFAF3 and NDUFAF4 in mitochondrial complex I biogenesis</article-title>. <source>iScience</source> <volume>24</volume> (<issue>8</issue>), <fpage>102869</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.isci.2021.102869</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murari</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Goparaju</surname> <given-names>N. S. V.</given-names>
</name>
<name>
<surname>Rhooms</surname> <given-names>S. K.</given-names>
</name>
<name>
<surname>Hossain</surname> <given-names>K. F. B.</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>F. G.</given-names>
</name>
<name>
<surname>Garcia</surname> <given-names>C. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>IDH2-mediated regulation of the biogenesis of the oxidative phosphorylation system</article-title>. <source>Sci. Adv.</source> <volume>8</volume> (<issue>19</issue>), <elocation-id>eabl8716</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciadv.abl8716.</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nicholson</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>G. K.</given-names>
</name>
<name>
<surname>Osterwalder</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Roman</surname> <given-names>G. W.</given-names>
</name>
<name>
<surname>Davis</surname> <given-names>R. L.</given-names>
</name>
<name>
<surname>Keshishian</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Spatial and temporal control of gene expression in drosophila using the inducible GeneSwitch GAL4 system. i. screen for larval nervous system drivers</article-title>. <source>Genetics</source> <volume>178</volume> (<issue>1</issue>), <fpage>215</fpage>&#x2013;<lpage>234</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1534/genetics.107.081968</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nkya</surname> <given-names>T. E.</given-names>
</name>
<name>
<surname>Poupardin</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Laporte</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Akhouayri</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Mosha</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Magesa</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Impact of agriculture on the selection of insecticide resistance in the malaria vector anopheles gambiae: a multigenerational study in controlled conditions</article-title>. <source>Parasit. Vectors</source> <volume>7</volume>, <fpage>480</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13071-014-0480-z</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O&#x2019;Reilly</surname> <given-names>A. O.</given-names>
</name>
<name>
<surname>Khambay</surname> <given-names>B. P.</given-names>
</name>
<name>
<surname>Williamson</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Field</surname> <given-names>L. M.</given-names>
</name>
<name>
<surname>Wallace</surname> <given-names>B. A.</given-names>
</name>
<name>
<surname>Davies</surname> <given-names>T. G.</given-names>
</name>
<etal/>
</person-group>. (<year>2006</year>). <article-title>Modelling insecticide-binding sites in the voltage-gated sodium channel</article-title>. <source>Biochem. J.</source> <volume>396</volume> (<issue>2</issue>), <fpage>255</fpage>&#x2013;<lpage>263</lpage>. doi: <pub-id pub-id-type="doi">10.1042/BJ20051925</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ortelli</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Rossiter</surname> <given-names>L. C.</given-names>
</name>
<name>
<surname>Vontas</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ranson</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Hemingway</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Heterologous expression of four glutathione transferase genes genetically linked to a major insecticide-resistance locus from the malaria vector anopheles gambiae</article-title>. <source>Biochem. J.</source> <volume>373</volume> (<issue>Pt 3</issue>), <fpage>957</fpage>&#x2013;<lpage>963</lpage>. doi: <pub-id pub-id-type="doi">10.1042/bj20030169</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Owusu-Ansah</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Banerjee</surname> <given-names>U.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Reactive oxygen species prime drosophila haematopoietic progenitors for differentiation</article-title>. <source>Nature</source> <volume>461</volume> (<issue>7263</issue>), <fpage>537</fpage>&#x2013;<lpage>541</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature08313.</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Owusu-Ansah</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Yavari</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Mandal</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Banerjee</surname> <given-names>U.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Distinct mitochondrial retrograde signals control the G1-s cell cycle checkpoint</article-title>. <source>Nat. Genet.</source> <volume>40</volume> (<issue>3</issue>), <fpage>356</fpage>&#x2013;<lpage>361</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ng.2007.50</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Owusu-Ansah</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Song</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Perrimon</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Muscle mitohormesis promotes longevity via systemic repression of insulin signaling</article-title>. <source>Cell</source> <volume>155</volume> (<issue>3</issue>), <fpage>699</fpage>&#x2013;<lpage>712</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2013.09.021</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pan</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Mo</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>The clone of laccase gene and its potential function in cuticular penetration resistance of culex pipiens pallens to fenvalerate</article-title>. <source>Pesticide Biochem. Physiol.</source> <volume>93</volume> (<issue>3</issue>), <fpage>105</fpage>&#x2013;<lpage>111</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.pestbp.2008.12.003</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pavlidi</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Monastirioti</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Daborn</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Livadaras</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Van Leeuwen</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Vontas</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Transgenic expression of the aedes aegypti CYP9J28 confers pyrethroid resistance in drosophila melanogaster</article-title>. <source>Pesticide Biochem. Physiol.</source> <volume>104</volume> (<issue>2</issue>), <fpage>132</fpage>&#x2013;<lpage>135</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.pestbp.2012.07.003</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ravenscroft</surname> <given-names>T. A.</given-names>
</name>
<name>
<surname>Janssens</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>P. T.</given-names>
</name>
<name>
<surname>Tepe</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Marcogliese</surname> <given-names>P. C.</given-names>
</name>
<name>
<surname>Makhzami</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Voltage-gated sodium channels are only expressed in active neurons and are localized to distal axonal initial segment-like domains</article-title>. <source>J. Neurosci.</source> <volume>40</volume> (<issue>42</issue>), <fpage>7999</fpage>&#x2013;<lpage>8024</lpage>. doi: <pub-id pub-id-type="doi">10.1523/JNEUROSCI.0142-20.2020</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reddy</surname> <given-names>M. R.</given-names>
</name>
<name>
<surname>Overgaard</surname> <given-names>H. J.</given-names>
</name>
<name>
<surname>Abaga</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Reddy</surname> <given-names>V. P.</given-names>
</name>
<name>
<surname>Caccone</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kiszewski</surname> <given-names>A. E.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Outdoor host seeking behaviour of anopheles gambiae mosquitoes following initiation of malaria vector control on bioko island, equatorial Guinea</article-title>. <source>Malar. J.</source> <volume>10</volume>, <fpage>184</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1475-2875-10-184</pub-id>
</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rhooms</surname> <given-names>S. K.</given-names>
</name>
<name>
<surname>Murari</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Goparaju</surname> <given-names>N. S. V.</given-names>
</name>
<name>
<surname>Vilanueva</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Owusu-Ansah</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Insights from drosophila on mitochondrial complex I</article-title>. <source>Cell Mol. Life Sci</source> <volume>77</volume>, <fpage>607</fpage>&#x2013;<lpage>618</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00018-019-03293-0.</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Riveron</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Irving</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Ndula</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Barnes</surname> <given-names>K. G.</given-names>
</name>
<name>
<surname>Ibrahim</surname> <given-names>S. S.</given-names>
</name>
<name>
<surname>Paine</surname> <given-names>M. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Directionally selected cytochrome P450 alleles are driving the spread of pyrethroid resistance in the major malaria vector anopheles funestus</article-title>. <source>Proc. Natl. Acad. Sci. USA</source> <volume>110</volume> (<issue>1</issue>), <fpage>252</fpage>&#x2013;<lpage>257</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1216705110</pub-id>
</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roman</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Endo</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Zong</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Davis</surname> <given-names>R. L.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>P[Switch], a system for spatial and temporal control of gene expression in drosophila melanogaster</article-title>. <source>Proc. Natl. Acad. Sci. USA</source> <volume>98</volume> (<issue>22</issue>), <fpage>12602</fpage>&#x2013;<lpage>12607</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.221303998</pub-id>
</citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Russell</surname> <given-names>T. L.</given-names>
</name>
<name>
<surname>Govella</surname> <given-names>N. J.</given-names>
</name>
<name>
<surname>Azizi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Drakeley</surname> <given-names>C. J.</given-names>
</name>
<name>
<surname>Kachur</surname> <given-names>S. P.</given-names>
</name>
<name>
<surname>Killeen</surname> <given-names>G. F.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Increased proportions of outdoor feeding among residual malaria vector populations following increased use of insecticide-treated nets in rural Tanzania</article-title>. <source>Malar. J.</source> <volume>10</volume>, <fpage>80</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1475-2875-10-80</pub-id>
</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Salinas</surname> <given-names>A. E.</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>M. G.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Glutathione s-transferases&#x2013;a review</article-title>. <source>Curr. Med. Chem.</source> <volume>6</volume> (<issue>4</issue>), <fpage>279</fpage>&#x2013;<lpage>309</lpage>. doi: <pub-id pub-id-type="doi">10.2174/0929867306666220208213032</pub-id>
</citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sattelle</surname> <given-names>D. B.</given-names>
</name>
<name>
<surname>Cordova</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Cheek</surname> <given-names>T. R.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Insect ryanodine receptors: molecular targets for novel pest control chemicals</article-title>. <source>Invert Neurosci.</source> <volume>8</volume> (<issue>3</issue>), <fpage>107</fpage>&#x2013;<lpage>119</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10158-008-0076-4</pub-id>
</citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shaw</surname> <given-names>W. R.</given-names>
</name>
<name>
<surname>Catteruccia</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Vector biology meets disease control: using basic research to fight vector-borne diseases</article-title>. <source>Nat. Microbiol.</source> <volume>4</volume> (<issue>1</issue>), <fpage>20</fpage>&#x2013;<lpage>34</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41564-018-0214-7</pub-id>
</citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stockwell</surname> <given-names>B. R.</given-names>
</name>
<name>
<surname>Friedmann Angeli</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Bayir</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Bush</surname> <given-names>A. I.</given-names>
</name>
<name>
<surname>Conrad</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Dixon</surname> <given-names>S. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Ferroptosis: a regulated cell death nexus linking metabolism, redox biology, and disease</article-title>. <source>Cell</source> <volume>171</volume> (<issue>2</issue>), <fpage>273</fpage>&#x2013;<lpage>285</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2017.09.021</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stroud</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Surgenor</surname> <given-names>E. E.</given-names>
</name>
<name>
<surname>Formosa</surname> <given-names>L. E.</given-names>
</name>
<name>
<surname>Reljic</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Frazier</surname> <given-names>A. E.</given-names>
</name>
<name>
<surname>Dibley</surname> <given-names>M. G.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Accessory subunits are integral for assembly and function of human mitochondrial complex I</article-title>. <source>Nature</source> <volume>538</volume> (<issue>7623</issue>), <fpage>123</fpage>&#x2013;<lpage>126</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature19754</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Suh</surname> <given-names>P. F.</given-names>
</name>
<name>
<surname>Elanga-Ndille</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Tchouakui</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Sandeu</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Tagne</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Wondji</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Impact of insecticide resistance on malaria vector competence: a literature review</article-title>. <source>Malar. J.</source> <volume>22</volume> (<issue>1</issue>), <fpage>19</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12936-023-04444-2</pub-id>
</citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Cuticle genes CpCPR63 and CpCPR47 may confer resistance to deltamethrin in culex pipiens pallens</article-title>. <source>Parasitol. Res.</source> <volume>116</volume> (<issue>8</issue>), <fpage>2175</fpage>&#x2013;<lpage>2179</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00436-017-5521-z</pub-id>
</citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Susanna</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Pratiwi</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Current status of insecticide resistance in malaria vectors in the Asian countries: a systematic review</article-title>. <source>F1000Res</source> <volume>10</volume>, <fpage>200</fpage>. doi: <pub-id pub-id-type="doi">10.12688/f1000research.46883.1</pub-id>
</citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Szczepanowska</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Senft</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Heidler</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Herholz</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kukat</surname> <given-names>A.</given-names>
</name>
<name>
<surname>H&#xf6;hne</surname> <given-names>M. N.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>A salvage pathway maintains highly functional respiratory complex I</article-title>. <source>Nat. Commun.</source> <volume>11</volume> (<issue>1</issue>), <fpage>1643</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-020-15467-7</pub-id>
</citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vannini</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Reed</surname> <given-names>T. W.</given-names>
</name>
<name>
<surname>Willis</surname> <given-names>J. H.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Temporal and spatial expression of cuticular proteins of anopheles gambiae implicated in insecticide resistance or differentiation of M/S incipient species</article-title>. <source>Parasit. Vectors</source> <volume>7</volume>, <fpage>24</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1756-3305-7-24</pub-id>
</citation>
</ref>
<ref id="B76">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vartak</surname> <given-names>R. S.</given-names>
</name>
<name>
<surname>Semwal</surname> <given-names>M. K.</given-names>
</name>
<name>
<surname>Bai</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>An update on complex I assembly: the assembly of players</article-title>. <source>J. Bioenerg Biomembr.</source> <volume>46</volume> (<issue>4</issue>), <fpage>323</fpage>&#x2013;<lpage>328</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10863-014-9564-x</pub-id>
</citation>
</ref>
<ref id="B77">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vontas</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Blass</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Koutsos</surname> <given-names>A. C.</given-names>
</name>
<name>
<surname>David</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Kafatos</surname> <given-names>F. C.</given-names>
</name>
<name>
<surname>Louis</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2005</year>). <article-title>Gene expression in insecticide resistant and susceptible anopheles gambiae strains constitutively or after insecticide exposure</article-title>. <source>Insect Mol. Biol.</source> <volume>14</volume> (<issue>5</issue>), <fpage>509</fpage>&#x2013;<lpage>521</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1365-2583.2005.00582.x</pub-id>
</citation>
</ref>
<ref id="B78">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vulule</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Beach</surname> <given-names>R. F.</given-names>
</name>
<name>
<surname>Atieli</surname> <given-names>F. K.</given-names>
</name>
<name>
<surname>McAllister</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Brogdon</surname> <given-names>W. G.</given-names>
</name>
<name>
<surname>Roberts</surname> <given-names>J. M.</given-names>
</name>
<etal/>
</person-group>. (<year>1999</year>). <article-title>Elevated oxidase and esterase levels associated with permethrin tolerance in anopheles gambiae from Kenyan villages using permethrin-impregnated nets</article-title>. <source>Med. Vet. Entomol.</source> <volume>13</volume> (<issue>3</issue>), <fpage>239</fpage>&#x2013;<lpage>244</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1365-2915.1999.00177.x</pub-id>
</citation>
</ref>
<ref id="B79">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weill</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Fort</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Berthomieu</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Dubois</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Pasteur</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Raymond</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>A novel acetylcholinesterase gene in mosquitoes codes for the insecticide target and is non-homologous to the ace gene in drosophila</article-title>. <source>Proc. Biol. Sci.</source> <volume>269</volume> (<issue>1504</issue>), <fpage>2007</fpage>&#x2013;<lpage>2016</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1098/rspb.2002.2122</pub-id>
</citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weill</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Lutfalla</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Mogensen</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Chandre</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Berthomieu</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Berticat</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2003</year>). <article-title>Comparative genomics: insecticide resistance in mosquito vectors</article-title>. <source>Nature</source> <volume>423</volume> (<issue>6936</issue>), <fpage>136</fpage>&#x2013;<lpage>137</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/423136b</pub-id>
</citation>
</ref>
<ref id="B81">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Werling</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Shaw</surname> <given-names>W. R.</given-names>
</name>
<name>
<surname>Itoe</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Westervelt</surname> <given-names>K. A.</given-names>
</name>
<name>
<surname>Marcenac</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Paton</surname> <given-names>D. G.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Steroid hormone function controls non-competitive plasmodium development in anopheles</article-title>. <source>Cell</source> <volume>177</volume> (<issue>2</issue>), <fpage>315</fpage>&#x2013;<lpage>325.e14</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2019.02.036</pub-id>
</citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wondji</surname> <given-names>C. S.</given-names>
</name>
<name>
<surname>Dabire</surname> <given-names>R. K.</given-names>
</name>
<name>
<surname>Tukur</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Irving</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Djouaka</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Morgan</surname> <given-names>J. C.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Identification and distribution of a GABA receptor mutation conferring dieldrin resistance in the malaria vector anopheles funestus in Africa</article-title>. <source>Insect Biochem. Mol. Biol.</source> <volume>41</volume> (<issue>7</issue>), <fpage>484</fpage>&#x2013;<lpage>491</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ibmb.2011.03.012</pub-id>
</citation>
</ref>
<ref id="B83">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Meng</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>CPR63 promotes pyrethroid resistance by increasing cuticle thickness in culex pipiens pallens</article-title>. <source>Parasit. Vectors</source> <volume>15</volume> (<issue>1</issue>), <fpage>54</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13071-022-05175-0</pub-id>
</citation>
</ref>
<ref id="B84">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yahou&#xe9;do</surname> <given-names>G. A.</given-names>
</name>
<name>
<surname>Chandre</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Rossignol</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ginibre</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Balabanidou</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Mendez</surname> <given-names>N. G. A.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Contributions of cuticle permeability and enzyme detoxification to pyrethroid resistance in the major malaria vector anopheles gambiae</article-title>. <source>Sci. Rep.</source> <volume>7</volume> (<issue>1</issue>), <fpage>11091</fpage>.</citation>
</ref>
<ref id="B85">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zalucki</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Furlong</surname> <given-names>M. J.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Behavior as a mechanism of insecticide resistance: evaluation of the evidence</article-title>. <source>Curr. Opin. Insect Sci.</source> <volume>21</volume>, <fpage>19</fpage>&#x2013;<lpage>25</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cois.2017.05.006</pub-id>
</citation>
</ref>
<ref id="B86">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Duan</surname> <given-names>B</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Preliminary characterization of putative structural cuticular proteins in the malaria vector anopheles sinensis</article-title>. <source>Pest Manag. Sci.</source> <volume>73</volume> (<issue>12</issue>), <fpage>2519</fpage>&#x2013;<lpage>2528</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ps.4649</pub-id>
</citation>
</ref>
<ref id="B87">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Badgett</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Billard</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Bowen</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>Orlando</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Willis</surname> <given-names>J. H.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Properties of the cuticular proteins of anopheles gambiae as revealed by serial extraction of adults</article-title>. <source>PloS One</source> <volume>12</volume> (<issue>4</issue>), <fpage>e0175423</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0175423</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>