Literature DB >> 34307185

Presence of L1014F Knockdown-Resistance Mutation in Anopheles gambiae s.s. From São Tomé and Príncipe.

Hongying Zhang1,2, Mingqiang Li1, Ruixiang Tan1, Changsheng Deng1,3, Bo Huang2, Zhibin Wu3, Shaoqing Zheng2, Wenfeng Guo1,3, Fei Tuo1, Yueming Yuan2, Carlos Alberto Bandeira4, D'almeida Herodes Rompão4, Qin Xu1,3, Jianping Song1,3, Qi Wang1,3.   

Abstract

Malaria, one of the most serious parasitic diseases, kills thousands of people every year, especially in Africa. São Tomé and Príncipe are known to have stable transmission of malaria. Indoor residual spraying (IRS) of insecticides and long-lasting insecticidal nets (LLIN) are considered as an effective malaria control interventions in these places. The resistance status of Anopheles gambiae s.s. from Agua Grande, Caue, and Lemba of São Tomé and Príncipe to insecticides, such as dichlorodiphenyltrichloroethane (DDT) (4.0%), deltamethrin (0.05%), permethrin (0.75%), fenitrothion (1.0%), and malathion (5.0%), were tested according to the WHO standard protocol. DNA extraction, species identification, as well as kdr and ace-1R genotyping were done with the surviving and dead mosquitoes post testing. They showed resistance to cypermethrin with mortality rates ranging from 89.06% to 89.66%. Mosquitoes collected from Agua Grande, Caue, and Lemba displayed resistance to DDT and fenitrothion with mortality rates higher than 90%. No other species were detected in these study localities other than Anopheles gambiae s.s. The frequency of L1014F was high in the three investigated sites, which was detected for the first time in São Tomé and Príncipe. No ace-1R mutation was detected in all investigated sites. The high frequency of L1014F showed that kdr L1014F mutation might be related to insecticide resistance to Anopheles gambiae s.s. populations from São Tomé and Príncipe. Insecticide resistance status is alarming and, therefore, future malaria vector management should be seriously considered by the government of São Tomé and Príncipe.
Copyright © 2021 Zhang, Li, Tan, Deng, Huang, Wu, Zheng, Guo, Tuo, Yuan, Bandeira, Rompão, Xu, Song and Wang.

Entities:  

Keywords:  Anopheles gambiae; ace-1R; kdr; malaria; resistance; vector control

Year:  2021        PMID: 34307185      PMCID: PMC8295031          DOI: 10.3389/fcimb.2021.633905

Source DB:  PubMed          Journal:  Front Cell Infect Microbiol        ISSN: 2235-2988            Impact factor:   5.293


Introduction

Malaria, one of the most deadly parasitic diseases, has claimed thousands of people every year worldwide, especially in Africa. In 2019, nearly 229 million cases of malaria occurred worldwide with the high mortality (409,000), of which 80% occurred in sub-Saharan Africa. Malaria is thus a major limiting factor in the socio-economic development of Africa (WHO, 2018c). Anopheles gambiae s.s. was the only malaria vector found in São Tomé and Príncipe (Pinto et al., 2000). The country has a suitable climate and rich vegetation which is conducive for mosquito breeding and survival. In São Tomé and Príncipe, malaria control strategies, such as long-lasting insecticidal nets (LLINs), indoor residual spraying (IRS) of insecticides, are carried out. Furthermore, intermittent preventive therapy treatment (IPT) during pregnancy, early diagnosis, and treatment using artemisinin-based combination therapy (ACT) have also been implemented (Lee et al., 2010b). Indoor residual spraying of insecticides, including dichlorodiphenyltrichloroethane (DDT), malathion, fenitrothion, deltamethrin, and cypermethrin, has been the anti-malarial intervention used. Cypermethrin was the most recommended compounds for IRS and LLINs in these late years as it is a fast-acting and low-toxicity insecticide (Graham et al., 2005). Malaria vector control dominated the anti-malaria measures in the last decade. IRS of insecticides was carried out for the 16th time in October 2019 in São Tomé and Príncipe. The evidence of malaria reduction coupled with IRS was reported in São Tomé and Príncipe (Hagmann et al., 2003; Lee et al., 2010b). Since 2009, malaria incidence has decreased to less than 1% and morality rate fell to zero with the application of IRS using DDT and pyrethroid insecticides (Lee et al., 2010a). However, in 2018, 2978 malaria cases were reported by the National Malaria Control Programme of São Tomé and Príncipe. These cases increased in a larger extent from 2014 to 2017. Malaria positive rates were: 2.18% in Agua Grande, 1.86% in Lemba, 1.52% in Caue, 1.08% in Cantagalo, 1.01% in Me-Zochi, 0.54% in Lobata, and 0.39% in Príncipe from the database of the National Malaria Control Programme of São Tomé and Príncipe. However, no local malaria cases were found in some villages for more than three consecutive years compared with almost 30% of malaria cases in other villages. Unfortunately, it was found that many malaria vectors are resistant to dichlorodiphenyltrichloroethane (DDT), deltamethrin, and cypermethrin used in public malaria interventions in Africa (WHO, 2018a). Out of which, resistance to pyrethroids and DDT has been reported in west and central Africa (Djogbenou et al., 2008; Kerah-Hinzoumbe et al., 2008; Moreno et al., 2008; Djegbe et al., 2011; Djogbenou et al., 2011; Namountougou et al., 2012; Aikpon et al., 2013; Nwane et al., 2013; Dery et al., 2016). In São Tomé and Príncipe, Anopheles gambiae s.s. mosquito mortality rates were 99% to 100% for carbamates from seven tested sites in 2014 to 2015, which meant Anopheles gambiae s.s. were still fully susceptible to carbamates. Target site of kdr L1014 had been detected with no reporting of testing for the kdr L1014 S in any species, and no ace-1 R had been detected (WHO, 2018a). The crucial mechanisms of insecticide resistance are enhanced detoxification and the voltage-gated sodium channel gene, known as knockdown resistance (kdr) and insensitive acetylcholinesterase (ace-1) gene (Vulule et al., 1999; Hemingway et al., 2004). The sodium channel gene at codon 1014 (1014F, 1014S) with two amino acid changes are related to kdr in Anopheles gambiae s.s. (Martinez-Torres et al., 1998; Ranson et al., 2000). Consequently, resistance to DDT and pyrethroids is caused by target site mutations (1014F and 1014S), whereas resistance to organophosphates and carbamates caused by ace-1 results in a single amino acid substitution, changing the position 119, from glycine to serine (Weill et al., 2004). The increase in malaria cases in São Tomé and Príncipe indicated that the long-term use of insecticides cannot eliminate malaria. This may be because of the acquired resistance in mosquitos to insecticides. Hence, it is necessary to carry out studies on insecticide resistance and its mechanism, which may help the government to control malaria. In this study, insecticide resistance, distribution, and frequency of kdr (L1014F, L1014S) mutation of Anopheles gambiae s.s. were performed in Agua Grande, Lemba, and Caue counties of São Tomé and Príncipe.

Methods

Study Sites

Three counties of São Tomé and Príncipe with high malaria positive rates were selected for this study ( and ). São Tomé and Príncipe is an island country located near the equator, with a population of 200 thousand inhabitants. It has a tropical rainy climate of hot and humid condition all the year. It is characterized by rainy seasons (January to May and October to December) and one dry season (June to September) with a temperature ranging from 19°C to 30°C. The average rainfall ranges from 1000 to 2500 mm, whereas an average relative humidity ranges from 77% to 85% monthly. Moreover, the large planted surface area provided a favorable breeding condition for mosquitoes.
Figure 1

The map of São Tomé and Príncipe.

Table 1

Characteristics of study sites.

LocalitiesGeographic coordinatesPeriods of collection
Agua GrandeN 0.33998 E 6.72446September to December, 2018
CaueN 0.06685 E 6.53714September to December, 2018
LembaN 0.27986 E 6.50967September to December, 2018
The map of São Tomé and Príncipe. Characteristics of study sites.

Adult Mosquito Density Survey

Adult mosquitoes were captured using the human landing catch (HLC) technique in the study counties from 9:00 pm to 2:00 am by trained agents. At each capture site, two agents took turns during the night (each hour or between the first and the second part of the night). Each agent was equipped with a flashlight, hemolysis tubes, cotton, bags with notes on the capture point (indoor or outdoor), and the time intervals of the capture. An agent must capture the mosquito before the mosquito bites him after landing on his bare legs. In the dark, the agent turned on his flashlight as soon as he feels the mosquito landing on him and captured the mosquito before it bites the hemolysis tube and covers the tube with cotton. Once the tube clogged, the tube was introduced in the bag corresponding to the location and hour of capture. The capture was conducted at each site and at each passage in at least two capture points. At each site, the capture was done two times a week, inside the room/dwelling and outside (veranda). The collectors must rotate from 1 day to the next, depending on the location and the hours of capture. Anopheles gambiae s.s. were then counted after identification, and the mosquito density was calculated as “number of mosquitoes/collectors •40 h”.

Larva Mosquito Density Survey

Mosquito larva density surveillance was conducted using the ladle method by specific people at specific time (from 8:00 am to 2:00 pm) and at specific mosquito breeding sites in each county. The surveying team was made up of two experienced technicians. The prospecting of mosquito breeding sites consists of, directly or when needed, taking water from the larval habitats with a ladle in order to search for larvae or nymphs. Water was taken by a ladle 15 times with 1 to 2 min between each take or 15 times with one time each 2-m distance. Take at least 1 L of water, count the number of larvae/nymphs. If the volume of water of the larval habitats is less than 1 L, calculate according to the following formula: the total number of larvae or nymphs/the volume of water (L). Larva density: number of collected larvae and nymphs/total number of take (with ladle).

Mosquito Rearing

Instar larvae of Anopheles gambiae s.l. collected from larva density survey was pooled together by locality. The instar larvae of Anopheles gambiae s.l. were reared in the insectary of Centre for Disease Control and Prevention of São Tomé and Príncipe under standard conditions of 25 ± 2°C temperature and 80 ± 10% relative humidity (RH).

Insecticide Susceptibility Assays

Three-day-old F0 female mosquitoes were used for insecticide susceptibility tests. Insecticide bioassays were carried out according to the WHO standard protocol (WHO, 2018b). Insecticides, including DDT (4%), deltamethrin (0.05%), permethrin (0.75%), fenitrothion (1.0%), and malathion (5.0%), were tested at 25 ± 2°C temperature and 70% to 80% relative humidity. For this, insecticide papers were bought from the Centre for Disease Control and Prevention, China. Approximately 20 to 30 female mosquitoes without blood feeding were selected randomly for each batch, three batches were tested, and exposed to on impregnated paper for 1 h, and mosquitoes knockdown were counted every 10 min. Mosquitoes were then transferred into observation tubes under standard condition and provided with a pad of cotton wool soaked in 10% sugar water (WHO, 2018b). Mosquitoes mortality rates were estimated 24-h post-exposure. Test tubes without insecticide-impregnated papers were taken as a control. Later dead and surviving mosquitoes were transferred to labeled separate Eppendorf tubes and kept at −20°C. The DNAs from dead and surviving mosquitoes were extracted according to the manufacturer’s protocol (TaKaRa, Japan, brought from China) in the laboratory of Centre for Disease Control and Prevention of São Tomé and Príncipe, and then were transferred to the laboratory of Guangzhou University of Chinese Medicine for species identification and resistance mechanism characterization.

Species Identification, kdr L1014F, kdr L1014S, and ace-1 Genotyping

The PCR was performed to distinguish the species of Anopheles gambiae mosquitoes. The screening of kdr mutation, L1014F and L1014S by PCR was performed as described by Bass et al. (2007). For PCR, two common primers were used: kdr-F (5′-CATGATCTGCCAAGATGGAA-3′), kdr-R (5′-GTTGGTGCAGACAAGGATGA-3′) S6 region. The PCR amplification was performed for 35 cycles. It included the first pre-denaturation at 95°C for 3 min, then denaturation at 95°C for 30 s, annealing at 55°C for 30 s, and extension at 72°C for 30 s. Heated for 7 min at 72°C, the refrigerator was set at 4°C. The expected band size of 172 bp distinguished the resistant allele in the sibling species. The presence of G119S-ace1 allele was screened as previously described (Bass et al., 2010) with primers of ace-1 F (5′-GATCGTGGACACCGTGTTCG-3′) and ace-1 R (5′-AGGATG GCCCGCTGGAACAG-3′). The PCR amplification was performed for 35 cycles. It included the first pre-denaturation at 95°C for 3 min, then denaturation at 95°C for 30 s, annealing at 55°C for 30 s, and extension at 72°C for 30 s. Heated for 7 min at 72°C, the refrigerator was set at 4°C. The band size of 541 bp was expected to distinguish between the resistant allele in the sibling species.

Statistical Analysis

To check the resistance of mosquitoes according to the WHO criteria (WHO, 2018b): susceptibility of the mosquitoes is indicated for mortality rate in range of 98% to 100%. Suspected resistance of the mosquitoes is indicated for mortality rate between 90% and 97%. Confirmation of resistant mosquitoes is indicated for mortality rate less than 90%. The mortality rates of the test samples were calculated by adding the number of dead mosquitoes across all exposure replicates and then expressing this as a percentage of the total number of exposed mosquitoes. The SPSS software version 24.0 was used to calculate the 95% CI mortality rates. The genotype frequencies of kdr and ace-1 were compared between resistant and susceptible mosquitoes using Fisher exact test.

Results

Adult Mosquito Density

Mosquitoes were less abundant in the dry season (June to September), and the highest number of individuals was collected from January to May, corresponding to the rainy season, which provides suitable ecological environment for mosquito breeding. As shown in , the mosquito density in Agua Grande was quite high, with a monthly value of 26.75 (outdoor) in May. The mosquito density in the study counties showed that the highest mosquito density from January to May and absolutely falling down from June to September.
Table 2

Adult mosquito density survey in the study sites in 2018.

MonthAdult mosquito density (number of mosquitoes/collectors 40 h)
Agua GrandeLemaCaue
IndoorOutdoorIndoorOutdoorIndoorOutdoor
January0.1256.12500.75004.125
February00.125000.3752.875
March02.37500.8751.1259.875
April09.0000.5005.7501.0006.750
May026.7500.1253.1251.1255.250
June05.25004.0001.50012.750
July01.37504.5000.7504.500
August03.87503.3750.1255.500
September0.1251.8751.1256.6250.3753.125
October010.00003.8700.2802.280
November0.2508.87002.4200.5003.250
December017.6002.0002.25003.160
Adult mosquito density survey in the study sites in 2018.

Larva Mosquito Density

The mosquito larva density was higher in the rainy season (January to May), that could provide suitable ecological environment for mosquito breeding. Few larvae were collected in the dry season (June to September). As shown in , the mosquito larva density in Agua Grande was higher than other counties, with a monthly value of 4.90 in January and 6.96 in February. The mosquito larva density in the study counties showed that the highest larva density from January to May and absolutely falling down from June to September.
Table 3

Larva mosquito larva density survey in the study sites in 2018.

MonthMosquito larva density (number of collected larvae and nymphs/total number of take)
Agua GrandeLemaCaue
January4.901.200.42
February6.960.440.20
March0.961.970.28
April1.551.250
May2.232.030
June0.831.700
July01.730
August01.580
September0.330.700
October0.880.731.60
November0.630.740.04
December1.061.260.72
Larva mosquito larva density survey in the study sites in 2018.

Species Composition of Anopheles gambiae s.l.

The species identification was performed by PCR for the F0 females in Anopheles gambiae complex (n=1009) ( ). It was found that Anopheles gambiae s.s. (100%) was the only species of these three study sites.
Table 5

Distribution and Resistant allele frequencies in Anopheles gambiae s.s. in study sites from São Tomé and Príncipe.

InsecticidesStudy sitesSpecies Bioassay* N kdr Genotypesf(L1014F) p ace-1 GenotypesG119S%
TTA/TTATTA/TTTGGC/GGCGGC/AGC
0.75% CypermethrinAgua Grande Anopheles gambiae s.s. Resistant243210.43750.000
Susceptible242400
Caue Anopheles gambiae s.s. Resistant242040.08330.109
Susceptible242400
Lemba Anopheles gambiae s.s. Resistant249150.31250.000
Susceptible242400
5% MalathionAgua Grande Anopheles gambiae s.s. Resistant242400
Susceptible242400
Caue Anopheles gambiae s.s. Resistant242400
Susceptible242400
Lemba Anopheles gambiae s.s. Resistant242400
Susceptible242400

*”Resistant” refers to the mosquitoes that were alive 24 h after 1-h exposure to the insecticides in the standard WHO tube bioassay; and “susceptible” refers to the mosquitoes that were knocked down within the 24-h recovery period. △Fisher Exact test.

Insecticide Resistance Status

The insecticide resistance status of An. gambiae s.s. collected from different study sites were represented in . It was observed that the pyrethroid-resistant Anopheles gambiae s.s. were found in the three study sites with the highest mortality rates were 89.66% [CI (89.54 ± 1.34)] for 0.75% Cypermethrin and 88.57% [CI (89.17 ± 7.40)] for 0.05% Deltamethrin in Lemba. The Anopheles gambiae s.s., resistant to 5% Malathion [89.71%, CI (89.65 ± 2.54)] was also observed in Caue. The mosquitoes were suspected resistant to 4% DDT and 1% Fenitrothion.
Table 4

Susceptibility status of Anopheles gambiae s.s. collected in the study sites and exposed to the five classes of insecticides.

InsecticidesStudy sitesSpeciesNMortality (%)95%CISusceptibility status
4%DDTAgua Grande Anopheles gambiae s.s. 5692.8693.01 ± 2.20Suspected resistant
Caue Anopheles gambiae s.s. 6093.3393.24 ± 3.26Suspected resistant
Lemba Anopheles gambiae s.s. 6992.7592.89 ± 1.84Suspected resistant
0.05% DeltamethrinAgua Grande Anopheles gambiae s.s. 8291.4691.23 ± 3.24Suspected resistant
Caue Anopheles gambiae s.s. 7884.6285.11 ± 9.58Resistant
Lemba Anopheles gambiae s.s. 7088.5789.17 ± 7.40Resistant
0.75% CypermethrinAgua Grande Anopheles gambiae s.s. 6489.0689.05 ± 2.18Resistant
Caue Anopheles gambiae s.s. 5789.4789.63 ± 4.18Resistant
Lemba Anopheles gambiae s.s. 5889.6689.54 ± 1.34Resistant
1% FenitrothionAgua Grande Anopheles gambiae s.s. 7390.4190.84 ± 5.01Suspected resistant
Caue Anopheles gambiae s.s. 7592.0092.35 ± 2.37Suspected resistant
Lemba Anopheles gambiae s.s. 6690.9191.21 ± 3.11Suspected resistant
5% MalathionAgua Grande Anopheles gambiae s.s. 6191.8091.92 ± 2.28Suspected resistant
Caue Anopheles gambiae s.s. 6889.7189.65 ± 2.54Resistant
Lemba Anopheles gambiae s.s. 7293.0693.18 ± 1.79Suspected resistant

N, number of mosquitoes; Cl, confidence interval.

Susceptibility status of Anopheles gambiae s.s. collected in the study sites and exposed to the five classes of insecticides. N, number of mosquitoes; Cl, confidence interval.

Detection of Resistance Genes

DNA was extracted from dead and surviving mosquitoes of insecticide susceptibility assays in every study site for checking kdr and ace-1. The kdr mutation of Anopheles gambiae s.s. only detected one heterozygous mutations type (TTA/TTT): leucine to phenylalanine substitution (L1014F). The mutation frequency of kdr (L1014F) and ace-1 (G119S) is shown in . The L1014F kdr mutation was observed in Anopheles gambiae s.s. in all the three study sites with frequencies ranging from 8.33% to 43.75%, and it appeared for the first time in São Tomé and Príncipe. However, no ace-1 mutation was detected in Anopheles gambiae s.s. in all the three study sites. Distribution and Resistant allele frequencies in Anopheles gambiae s.s. in study sites from São Tomé and Príncipe. *”Resistant” refers to the mosquitoes that were alive 24 h after 1-h exposure to the insecticides in the standard WHO tube bioassay; and “susceptible” refers to the mosquitoes that were knocked down within the 24-h recovery period. △Fisher Exact test.

Discussion

The study showed that the levels of insecticide resistance in Anopheles gambiae s.s. were high in São Tomé and Príncipe with high allelic frequencies. Anopheles gambiae s.s. was resistant to DDT and pyrethroids with the allele targeting the voltage-gate sodium channel. Only one species of malaria vector, i.e., Anopheles gambiae s.s., was identified in this study. In this species, kdr allele frequencies were high at Agua Grande and Lemba, and for the first time, the high frequency kdr mutation of L1014F was detected in São Tomé and Príncipe. Current status of pyrethroid resistance in Anopheles gambiae s.s. can also be provided to the National Malaria Control Programme of São Tomé and Príncipe from the study. The insecticide susceptibility assay results demonstrated a high level of DDT and pyrethroids resistance at study sites. It also suggested that there are many selection pressures on choosing these insecticides. Clément Kerah-Hinzoumbé et al. reported the resistance to permethrin and deltamethrin with varying concentration, and the kdr mutation of L1014F appeared as the S form of Anopheles gambiae in Chad (Kerah-Hinzoumbe et al., 2008). In Cameroon, the incidence of DDT resistance and the heterogenous levels of susceptibility to deltamethrin and permethrin were extensive in Anopheles gambiae s.s, it was demonstrated that, the multiple resistance mechanisms segregate in Anopheles gambiae which resulted in the heterogeneous resistance profiles (Nwane et al., 2013). In Cameroon, the insecticide resistance due to DDT, bendiocarb, permethrin, and deltamethrin spread widely in Anopheles gambiae (s.l.). From 2000 to 2017, the prevalence of kdr allele frequency increased steadily in all study sites in Anopheles gambiae (s.l.), with the L1014F kdr allele frequency was the most extensive (Antonio-Nkondjio et al., 2017). Furthermore, it was reported that there was some resistance to the insecticides such as pyrethroids and DDT in the Kassena-Nankana district of Ghana in 2009 (Anto et al., 2009). In this study, the results suggested that the increase of pyrethroid resistance was greatly enhanced during last 3 years, which may be due to the selection pressure, such as mass implementation of IRS and mass distribution of LLINs. The continuous application of IRS with the pyrethroid insecticides resulted in the increase of the resistance. Therefore, we observed high frequencies of kdr alleles in these study sites. The kdr allele dominated in the mechanism of resistance to DDT and pyrethroids in experimental mosquitos. The resistance of pyrethroid is worrying, and as per our knowledge, it can influence the current vector intervention strategies, such as pyrethroid-only in IRS and LLINs. This target site of kdr mutation could be the reason of high resistance to deltamethrin and permethrin in Anopheles gambiae s.s. in São Tomé and Príncipe. Further, the L1014S allele related to Anopheles gambiae s.s. resistance appeared in Congo in 2013 (Basilua Kanza et al., 2013). Similarly, the pyrethroid resistance related to kdr L1014F and ace -1R G119S mutation was first reported in Togo (Djegbe et al., 2018). Here, we found that most of the malaria cases were in Agua Grande with the lowest coverage rate 64.55% of IRS, which indicated that Anopheles gambiae s.s. in Agua Grande may be resistant to insecticides used in IRS. From the results of this study, it is necessary to pay attention for the use of insecticides and urge the decision makers (National Malaria Control Programme of São Tomé and Príncipe) for an urgent change of resistance management program. As we all know, study on the mechanism of Pyrethroids resistance of mosquitoes include two categories: metabolic detoxification and reduced sensitivity of the target. Other metabolic resistance mechanisms (detoxification genes) particularly P450 monooxygenase and GST, which are primarily associated with DDT, pyrethroids, and bendiocarb resistance are really important. As the lack of the special equipments and reagents for metabolic resistance mechanisms, especially for Sao Tome and Principe, a Low-Middle Income Country, we could not monitor the metabolic resistance mechanisms in the study. However, special equipments and reagents for metabolic resistance mechanisms will be considered to bring into São Tomé and Príncipe for the future work. We found that more research should be needed and designed more rigorously to study the resistance mechanism of mosquitoes and serious intervention malaria programs in São Tomé and Príncipe.

Conclusion

This study showed that Anopheles gambiae s.s. in São Tomé and Príncipe was resistant to almost all the investigated insecticides. The increase in malaria cases in these years may be related to the resistance allele of L1014F(TTA/TTT) that was identified, representing a serious threat. Therefore, it is necessary to devise a malaria vector control strategy in Sao Tome and Principe urgently. The combined role of the mosquito resistance mechanism provides a scientific basis for local mosquito vector interventions in São Tomé and Príncipe.

Data Availability Statement

The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.

Author Contributions

QW and JS designed, organized, and supervised the program. HZ and QW designed the study protocol, analyzed data, and wrote the manuscript. ML, RT, SZ, FT, WG, CB, and DR helped carry out the field work. BH and YY performed molecular and biochemical analyses. CD and QX revised the manuscript. All authors contributed to the article and approved the submitted version.

Funding

This work was supported by Natural Science Foundation of China [Grant Number 81873218] to JS and QW, Natural Science Foundation of China [Grant Number 82074301] to CD, Guangdong Provincial Science and Technology Plan Project [Grant Number 2020A0505090009] to QW and YY, Guangdong Provincial Science and Technology Plan Project [Grant Number 2021A0505030060] to JS, and Project of Traditional Chinese Medicine Bureau [Grant Number GZYYGJ2020030] to JS and CD. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Conflict of Interest

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.
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Journal:  Malar J       Date:  2008-09-29       Impact factor: 2.979

10.  Detection of knockdown resistance (kdr) mutations in Anopheles gambiae: a comparison of two new high-throughput assays with existing methods.

Authors:  Chris Bass; Dimitra Nikou; Martin J Donnelly; Martin S Williamson; Hilary Ranson; Amanda Ball; John Vontas; Linda M Field
Journal:  Malar J       Date:  2007-08-13       Impact factor: 2.979

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