- Open Access
Knockdown resistance (kdr)-like mutations in the voltage-gated sodium channel of a malaria vector Anopheles stephensi and PCR assays for their detection
© Singh et al; licensee BioMed Central Ltd. 2011
- Received: 23 November 2010
- Accepted: 14 March 2011
- Published: 14 March 2011
Knockdown resistance (kdr) in insects, resulting from mutation(s) in the voltage-gated sodium channel (vgsc) gene is one of the mechanisms of resistance against DDT and pyrethroid-group of insecticides. The most common mutation(s) associated with knockdown resistance in insects, including anophelines, has been reported to be present at residue Leu1014 in the IIS6 transmembrane segment of the vgsc gene. This study reports the presence of two alternative kdr-like mutations, L1014S and L1014F, at this residue in a major malaria vector Anopheles stephensi and describes new PCR assays for their detection.
Part of the vgsc (IIS4-S5 linker-to-IIS6 transmembrane segment) of An. stephensi collected from Alwar (Rajasthan, India) was PCR-amplified from genomic DNA, sequenced and analysed for the presence of deduced amino acid substitution(s).
Analysis of DNA sequences revealed the presence of two alternative non-synonymous point mutations at L1014 residue in the IIS6 transmembrane segment of vgsc, i.e., T>C mutation on the second position and A>T mutation on the third position of the codon, leading to Leu (TTA)-to-Ser (TC A) and -Phe (TTT) amino acid substitutions, respectively. Polymerase chain reaction (PCR) assays were developed for identification of each of these two point mutations. Genotyping of An. stephensi mosquitoes from Alwar by PCR assays revealed the presence of both mutations, with a high frequency of L1014S. The PCR assays developed for detection of the kdr mutations were specific as confirmed by DNA sequencing of PCR-genotyped samples.
Two alternative kdr- like mutations, L1014S and L1014F, were detected in An. stephensi with a high allelic frequency of L1014S. The occurrence of L1014S is being reported for the first time in An. stephensi. Two specific PCR assays were developed for detection of two kdr-like mutations in An. stephensi.
- Polymerase Chain Reaction Assay
- Indoor Residual Spray
- Amplification Refractory Mutation System
- L1014S Mutation
- Polymerase Chain Reaction Band
Anopheles stephensi is one of the major vectors of malaria in India, Pakistan and Middle East and is regarded as an urban malaria vector . This species is widely distributed in mainland India and its distribution extends beyond the west of India to Pakistan, Afghanistan, Iran, Iraq, Bahrain, Oman and Saudi Arabia, and in the east to Bangladesh, South China and Myanmar . The control of this vector in India relies on indoor residual spraying (IRS) of insecticides in rural areas and anti-larval measures in urban areas. DDT is still the insecticide of choice for IRS in India and about 60% of the high-risk areas targeted under IRS are under the coverage of this insecticide . Synthetic pyrethroids are alternative insecticides for use in IRS to control malaria vectors which are resistant to DDT and malathion . These are the most effective insecticides for the control of malaria vectors and are regarded comparatively safer due to relatively low mammalian toxicity . The use of pyrethroid-impregnated mosquito nets especially the long-lasting insecticidal mosquito nets (LLIN) is one of the cheapest and most effective interventions against malaria  and is being promoted in India with a target to cover 80% of population under the risk area having an API (annual parasite incidence, i.e., number of malaria cases per 1,000 persons per year) > 5 . In urban areas where IRS is not feasible, such nets may provide effective protection against malaria. Another popular use of pyrethroids besides LLIN is in the form of commercial mosquito repellents such as mats, liquidators and coils.
Pyrethroids and DDT act on the insect's voltage-gated sodium channel (vgsc) proteins found in nerve cell membranes by altering the gating kinetics leading to paralysis and eventual death of the insect. Knockdown resistance is one of the mechanisms of resistance in insects against these insecticides, which is conferred by mutation(s) in the vgsc gene. Several such mutations reported in insects have been summarized by Davies & Williamson . The most common mutation in insects, including anophelines, is leucine-to-phenylalanine change at residue L1014, commonly referred to as kdr (knockdown resistance) mutation. Variant mutations L1014S and L1014H have also been reported in insects; however, the latter has not been reported in anophelines. This paper reports the presence of two alternate mutations L1014S and L1014F in the Indian An. stephensi and describes development of PCR assays for genotyping both the kdr-like mutations.
Anopheles stephensi mosquitoes were collected from villages Akabarpur and Umran of Alwar district (Rajasthan, India), situated between 27°26' and 27°29'N latitude and between 76°31' and 76°35'E longitude. Two rounds of IRS of DDT is the current vector control measure being adopted in these villages. Adult females were collected from cattle-sheds using a mouth aspirator with the help of a flash torch. Some larvae were also collected from natural breeding habitats such as cement tanks and cisterns, and reared in insectarium till their emergence into adults. Larvae were reared in enamel trays measuring 20 × 30 cm containing water. Powdered fish-food and yeast powder were provided as food for larvae. Following pupation, pupae were picked up and placed in a plastic cup containing water which was kept inside a cloth cage measuring 30 × 30 × 30 cm for their emergence into adults. The temperature and relative humidity of insectary were maintained at 27°C and 70%, respectively. The adult mosquitoes were identified using keys by Christophers .
DNA was isolated from individual mosquitoes using the method by Livak . Prior to DNA isolation, one-third of the lower-abdomen of female mosquitoes was removed in order to avoid DNA contamination originating from sperms of male sexual counterpart, stored in spermatheca.
DNA sequencing of vgsc
For screening of kdr mutations in An. stephensi population, further sequencing was done using two separate PCRs, referred hereafter as PCR-1 and PCR-2, leaving most part of the intervening intron of 995 bp. For PCR-1 the primers used were VGS1F and VGS2R and for PCR-2, KdrF and VGS1R. The PCR conditions were same for both the PCRs. The reaction mixture (25 μl) contained 1× Buffer, 1.5 mM of MgCl2, 200 μM of each dNTP, 0.5 μM of each primers and 0.625 unit of Taq DNA polymerase (AmpliTaq Gold, Applied Biosystem). The conditions of PCR were: an initial denaturation at 95°C for 5 min, followed by 35 cycles at 95°C for 30 S, 50°C for 30 S and 72°C for 45 S, and a final extension step at 72°C for 7 min. The PCR products were purified with QIAquick PCR purification kit (Qiagen) and sequenced either at in-house sequencing facility using BigDye V3.1 or were done at Macrogen Inc, S Korea. Primers used for sequencing were VGS2R for PCR-1 and KdrF for PCR-2. A total of 22 samples were sequenced after amplification with PCR-1 and 39 samples following PCR-2.
Hardy-Weinberg equilibrium (HWE) between different kdr genotypes was tested using software Arlequin ver 3.11 .
Analysis of DNA sequences revealed the presence of two alternative non-synonymous point mutations at L1014 residue in the IIS6 transmembrane segment of vgsc, i.e., T>C mutation on the second position and A>T mutation on the third position of the codon, leading to Leu (TTA)-to-Ser (TC A) and -Phe (TTT) amino acid substitutions, respectively. No other non-synonymous mutations were found in any other region of vgsc sequenced.
Visualization of PCR product amplified with PCR-2 revealed the presence of polymorphic amplicons of varying sizes. Analysis of DNA sequence chromatograms revealed the presence of a stretch of highly polymorphic microsatellite of CT-repeats downstream to kdr locus. The DNA sequencing chromatogram of microsatellite region was generally ambiguous due to polymorphism in size and pattern of sequence, and presence of stutter peaks.
Development of PCR assays for kdr genotyping
The optimized PCR conditions for PCR-F were as follows. The PCR was carried out in 15 μl reaction volume containing 0.50 μM of St-PheR, 0.25 μM of St-L/SR and 0.25 μM of St-F, 1× buffer, 1.5 mM of MgCl2, 200 μM of each dNTP and 0.375 units of Taq DNA polymerase (AmpliTaq Gold, Applied Biosystem). The PCR thermal cycling conditions were: one cycle at 95°C for 5 min; followed by 35 cycles each at 95°C for 30 S, 55°C for 30 S and 72°C for 45 S, and a final extension step at 72°C for 7 min. The amplified products were eletrophoresed on 3.0% agarose gel containing ethidium bromide and visualized under UV illumination in gel documentation system. The presence of 139 bp product was scored as 1014F allele and 166 bp that of the other alternative alleles (L1014/1014S). Presence of 139 bp and absence of 166 bp was scored as homozygous 1014F.
The PCR conditions for PCR-L/S were similar to PCR-F except for primers concentration which is 0.50 μM for all the primers (St-F, St-L/SR and St-SerR). The presence of 166 bp PCR band was scored as wild allele (L1014) and 140 bp as 1014S allele. No band was expected for homozygous 1014F in this PCR; it is, therefore, not necessary to run PCR-L/S for samples scored as homozygous 1014F in first PCR, i.e., PCR-F.
The result of PCR-genotyping of samples, which were sequenced for IIS6 transmembrane segment (following PCR-2, n = 39) were in agreement with sequencing results.
Knockdown resistance in insects against insecticides DDT and pyrethroids is conferred by one or more mutations present in the target site, the vgsc. Of the several kdr-like mutations reported in insects, mutations at residue L1014 leading to Leu-to-Phe substitution is most common, known in at least two dozen of insect species . Variant mutations at this residue, i.e., Leu-to-Ser/His  have also been reported. In anophelines, the most common mutation conferring knockdown resistance is L1014F, first reported in Anopheles gambiae and subsequently in Anopheles sacharovi, An. stephensi, Anopheles arabiensis, An. culicifacies and several other anophelines . Another alternative mutation, L1014S, which was reported in An. gambiae, An. Arabiensis and An. sacharovi only prior to the year 2010, has now been reported in six more anopheline species, viz. An. culicifacies, Anopheles vagus, Anopheles sinensis, Anopheles paraliae, Anopheles peditaeniatus and now in An. stephensi (this study). Both these kdr mutations have been reported to confer pyrethroid resistance at least in An. gambiae[20–23]. The conserved nature of L1014F and L1014S mutations in several insects indicate their possible role in phenotypic knockdown resistance in other insects too.
Sequencing of part of vgsc (spanning IIS4-S5 linker-to-IIS6 transmembrane) of wild An. stephensi revealed the presence of two alternative mutations--L1014F and L1014S in the IIS6 transmembrane segment. No other mutation was recorded in the region sequenced. Earlier, presence of only one mutation L1014F was reported in An. stephensi[14, 24] while the presence of L1014S in An. stephensi is being reported for the first time. Limited data generated from one locality in this study reveals predominance of L1014S mutation; however, a thorough survey is required to map the distribution of the two mutations in different eco-epidemiological paradigm with different insecticide selection pressure.
Monitoring of insecticide resistance in vector population is an essential component of any malaria control programme for eliciting effective decision making process in the selection of vector control options. For the identification of kdr mutations, PCR-based methods have been widely used which are simple and cost-effective. Allele-specific PCR is the most common method employed but may not prevent mispriming because allele-specific primers are based on single base primer-template mismatch . Alternative PCR-based methods such as ARMS, a variant of ASPCR where an additional mismatch is incorporated near the 3' end of allele-specific primers to increase their specificity , and PIRA-PCR (primer-introduced restriction analysis-PCR) are highly specific but have been rarely used for kdr analysis [9, 19, 27]. Earlier, an ASPCR strategy was developed by Enayati et al for genotyping L1014F mutation in An. stephensi and was successfully used for genotyping of Iranian An. stephensi. However, the same PCR will have limitation with Indian An. stephensi population due to the presence of highly polymorphic (in length) microsatellite in the amplicons resulting in variable sizes of PCR products. Furthermore, the presence of two bands of variable sizes for a specific allele in case the sample is heterozygous for microsatellite repeats of different lengths, renders tetra-primer strategies (ASPCR or ARMS) unsuitable for Indian population. Therefore, alternative strategies for genotyping of 1014F and 1014S were designed wherein all the primers used in the PCR strategies are from the region upstream to microsatellite locus. To prevent non-specific annealing, an additional mismatch has been incorporated in all the three allele-specific primers on the 3rd base from the 3' terminus, based on the principle of ARMS.
Unlike a conventional tetra-primer ASPCR or ARMS, where a common PCR band is formed by a pair of external primers flanking mutation site and which serves as an internal control, there is no such control band in PCRs developed in this study. Absence of such a band in ASPCR or ARMS indicates PCR failure or presence of null allele. The PCR strategies developed in this study are so designed that PCR-failure or presence of null alleles can be determined without the control band. Since at least a single band is expected to be formed during PCR-F in all samples with every possible genotypic combination, the absence of both the bands in PCR-F may be considered as PCR failure or presence of null allele. Likewise in PCR-L/S, at least one band will be seen in all genotypes except in the case of homozygous 1014F (which is not required to be analysed with PCR-L/S). Therefore, absence of band in PCR-L/S (except for homozygous 1014F samples) may be considered as a case of PCR-failure or presence of null allele. In such cases it is recommended that PCR should be repeated and the quality of PCR be checked. However, in the present study no null allele was noticed.
There are several techniques available in literature for kdr genotyping which have been discussed by Bass et al, Janeira et al and Sarkar et al. Real-Time fluorescent-based methods like Fluorescence Resonance Energy Transfer/Melt Curve analysis (FRET/MCA) , single-labelled hybridization probe/melting curve analysis  and TaqMan®, which are claimed to be highly sensitive, requires expensive and sophisticated real-time PCR machine and labelled probes/primers. The commercial cost of such labelled probes/primers is high due to modifications and post-synthesis HPLC or gel purification involved. A cost effective Real-Time technique used for kdr genotyping is High Resolution Melt (HRM) analysis , which is based on the differences in melting profile of PCR amplicons with different kdr genotypes. This technique is not very promising for An. stephensi due to additional (synonymous) SNP(s) present in the flanking regions of kdr locus which may alter the melting profile of an amplicon with a particular kdr genotype. Simple PCR assays, on the other hand, are cheap alternatives which require less sophisticated and easily accessible low-cost equipments--a thermal cycler, a gel electrophoresis system and an UV-transilluminator. In the PCR assays developed in this study, a mismatch was introduced in allele-specific primers near the 3' end as this tremendously increases the specificity of primers . These PCR assays were specific and can be performed in most of the laboratories equipped with basic PCR facilities. Several other techniques for kdr genotyping such as Heated Oligonucleotide Ligation Assay (HOLA) , Sequence Specific Oligonucleotide Probe - Enzyme-Linked ImmunoSorbent Assay (SSOP-ELISA)  and PCR-Dot Blot, where initially PCR product is amplified using primers flanking kdr locus and subsequently subjecting it to special treatments for kdr genotyping, are relatively time consuming due to lengthy procedures involved .
The present study reports the presence of two alternative kdr- like mutations in IIS6 transmembrane segment of vgsc, i.e., L1014S and L1014F, in An. stephensi collected from Alwar district of Rajasthan, India. The L1014S mutation was predominant with an allelic frequency of 0.339 and its presence is being reported for the first time in An. stephensi. The allelic frequency of other mutation, L1014F, was 0.037. Specific PCR assays were developed for detection of both the kdr-like mutations in An. stephensi.
Authors are thankful to Mr Uday Prakash and Mr Shri Bhagwan for rendering excellent technical assistance and field work. CLD was supported by the Defence Research & Development Establishment (DRDE).
- Dash AP, Adak T, Raghavendra K, Singh OP: The biology and control of malaria vectors in India. Curr Sci. 2007, 92: 1571-1578.Google Scholar
- Rao TR: The Anophelines of India. 1984, Malaria Research Centre (ICMR), Delhi, IndiaGoogle Scholar
- Anonymous: Strategic Action Plan for Malaria in India. 2007, Directorate of National Vector Borne Disease Control Programme (NVBDCP), 22, Sham Nath Marg, Delhi-110054; India, --2012Google Scholar
- Anonymous: The Use of Insecticide-Impregnated Bednets and Other Materials for Vector Borne Disease Control. WHO/VBC/89.981 rev.1. 1989, World Health Organization, GenevaGoogle Scholar
- Anonymous: Long-lasting Insecticidal Nets for Malaria Prevention (Trial Edition), a Manual for Malaria Programme Managers. 2007, World Health Organization, GenevaGoogle Scholar
- Davies TGE, Williamson MS: Interactions of pyrethroids with the voltage-gated sodium channel. Bayer CropScience Journal. 2009, 62: 159-178.Google Scholar
- Christophers SR: The Fauna of British India, Including Ceylon and Burma, Diptera, Volume IV, Family Culicidae, Tribe Anophelini. 1933, Taylor and Francis, Red Lion Court, Fleet Street, LondonGoogle Scholar
- Livak KJ: Organization and mapping of a sequence on the Drosophila melanogaster X and Y chromosomes that is transcribed during spermatogenesis. Genetics. 1984, 107: 611-634.PubMed CentralPubMedGoogle Scholar
- Singh OP, Bali P, Hemingway J, Subbarao SK, Das AP, Adak T: PCR-based methods for the detection of L1014 kdr mutation in Anopheles culicifacies sensu lato. Malar J. 2009, 8: 154-10.1186/1475-2875-8-154.PubMed CentralView ArticlePubMedGoogle Scholar
- Excoffier L, Laval G, Schneider S: Arlequin ver. 3.0: An integrated software package for population genetics data analysis. Evol Bioinfo Online. 2005, 1: 47-50.Google Scholar
- Saavedra-Rodriguez K, Urdaneta-Marquez L, Rajatileka S, Moulton M, Flores AE, Fernandez-Salas I, Bisset J, Rodriguez M, McCall PJ, Donnelly MJ, Ranson H, Hemingway J, Black WC: A mutation in the voltage-gated sodium channel gene associated with pyrethroid resistance in Latin American Aedes aegypti. Insect Mol Biol. 2007, 16: 785-798. 10.1111/j.1365-2583.2007.00774.x.View ArticlePubMedGoogle Scholar
- Martinez-Torres D, Chandre F, Williamson MS, Darriet F, Bergé JB, Devonshire AL, Guillet P, Pasteur N, Pauron D: Molecular characterization of pyrethroid knockdown resistance (kdr) in the major malaria vector Anopheles gambiae s.s. Insect Mol Biol. 1998, 7: 179-184. 10.1046/j.1365-2583.1998.72062.x.View ArticlePubMedGoogle Scholar
- Lüleyap HU, Alptekin D, Kasap H, Kasap M: Detection of knockdown resistance mutations in Anopheles sacharovi (Diptera: Culicidae) and genetic distance with Anopheles gambiae (Diptera: Culicidae) using cDNA sequencing of the voltage-gated sodium channel gene. J Med Entomol. 2002, 39: 870-874.View ArticlePubMedGoogle Scholar
- Enayati AA, Vatandoost H, Ladonni H, Townson H, Hemingway J: Molecular evidence for a kdr-like pyrethroid resistance mechanism in the malaria vector mosquito Anopheles stephensi. Med Vet Entomol. 2003, 17: 138-144. 10.1046/j.1365-2915.2003.00418.x.View ArticlePubMedGoogle Scholar
- Diabaté A, Baldet T, Chandre F, Dabire KR, Simard F, Ouedraogo JB, Guillet P, Hougard JM: First report of a kdr mutation in Anopheles arabiensis from Burkina Faso, West Africa. J Am Mosq Control Assoc. 2004, 20: 195-196.PubMedGoogle Scholar
- Verhaeghen K, Van Bortel W, Trung HD, Sochantha T, Keokenchanh K, Coosemans M: Knockdown resistance in Anopheles vagus, An. sinensis, An. paraliae and An. peditaeniatus populations of the Mekong region. Parasit Vectors. 2010, 21: 59-10.1186/1756-3305-3-59.View ArticleGoogle Scholar
- Ranson H, Jensen B, Vulule JM, Wang X, Hemingway J, Collins FH: Identification of a point mutation in the voltage-gated sodium channel gene of Kenyan Anopheles gambiae associated with resistance to DDT and pyrethroids. Insect Mol Biol. 2000, 9: 491-497. 10.1046/j.1365-2583.2000.00209.x.View ArticlePubMedGoogle Scholar
- Verhaeghen K, Van Bortel W, Roelants P, Backeljau T, Coosemans M: Detection of the East and West African kdr mutation in Anopheles gambiae and Anopheles arabiensis from Uganda using a new assay based on FRET/Melt Curve analysis. Malar J. 2006, 5: 16-10.1186/1475-2875-5-16.PubMed CentralView ArticlePubMedGoogle Scholar
- Singh OP, Dykes CL, Das MK, Pradhan S, Bhatt RM, Agrawal OP, Adak T: Presence of two alternative kdr-like mutations, L1014F and L1014S, and a novel mutation, V1010L, in the voltage gated Na+ channel of Anopheles culicifacies from Orissa, India. Malar J. 2010, 9: 146-10.1186/1475-2875-9-146.PubMed CentralView ArticlePubMedGoogle Scholar
- Reimer L, Fondjo E, Patchoke' S, Diallo B, Lee Y, Ng A, Ndjemai HM, Atangana J, Traore SF, Lanzaro G, Cornel AJ: Relationship between kdr mutation and resistance to pyrethroid and DDT insecticides in natural populations of Anopheles gambiae. J Med Entomol. 2008, 45: 260-266. 10.1603/0022-2585(2008)45[260:RBKMAR]2.0.CO;2.View ArticlePubMedGoogle Scholar
- Chandre F, Darriet F, Duchon S, Finot L, Manguin S, Carnevale P, Guillet P: Modifications of pyrethroid effects associated with kdr mutation in Anopheles gambiae. Med Vet Entomol. 2000, 14: 81-88. 10.1046/j.1365-2915.2000.00212.x.View ArticlePubMedGoogle Scholar
- Corbel V, Chandre F, Brengues C, Akogbéto M, Lardeux F, Hougard JM, Guillet P: Dosage-dependent effects of permethrin-treated nets on the behaviour of Anopheles gambiae and the selection of pyrethroid resistance. Malar J. 2004, 3: , 22-10.1186/1475-2875-3-22.PubMed CentralView ArticlePubMedGoogle Scholar
- Ramphul U, Boase T, Bass C, Okedi LM, Donnelly MJ, Muller P: Insecticide resistance and its association with target-site mutations in natural populations of Anopheles gambiae from eastern Uganda. Trans R Soc Trop Med Hyg. 2009, 103: 1121-1126. 10.1016/j.trstmh.2009.02.014.View ArticlePubMedGoogle Scholar
- Gayathri V, Murthy PB: Reduced susceptibility to deltamethrin and kdr mutation in Anopheles stephensi Liston, a malaria vector in India. J Am Mosq Control Assoc. 2006, 22: 678-88. 10.2987/8756-971X(2006)22[678:RSTDAK]2.0.CO;2.View ArticlePubMedGoogle Scholar
- Ayyadevara S, Thaden JJ, Shmookler Reis RJ: Discrimination of primer 3'-nucleotide mismatch by Taq DNA polymerase during polymerase chain reaction. Anal Biochem. 2000, 284: 11-18. 10.1006/abio.2000.4635.View ArticlePubMedGoogle Scholar
- Newton CR, Graham A, Heptinstall LE, Powell SJ, Summers C, Kalsheker N, Smith JC, Markham AF: Analysis of any point mutation in DNA. The amplification refractory mutation system (ARMS). Nucleic Acids Res. 1989, 17: 2503-2516. 10.1093/nar/17.7.2503.PubMed CentralView ArticlePubMedGoogle Scholar
- Janeira F, Vicente JL, Kanganje Y, Moreno M, Do Rosário VE, Cravo P, Pinto J: A primer-introduced restriction analysis-polymerase chain reaction method to detect knockdown resistance mutations in Anopheles gambiae. J Med Entomol. 2008, 45: 237-241. 10.1603/0022-2585(2008)45[237:APRACR]2.0.CO;2.View ArticlePubMedGoogle Scholar
- Bass C, Nikou D, Blagborough AM, Vontas J, Sinden RE, Williamson MS, Field LM: PCR-based detection of Plasmodium in Anopheles mosquitoes: a comparison of a new high-throughput assay with existing methods. Malar J. 2008, 7: 177-10.1186/1475-2875-7-177.PubMed CentralView ArticlePubMedGoogle Scholar
- Sarkar M, Baruah I, Srivastava RB, Borkotoki A, Bhattacharyya IK: High-throughput approach to detection of knockdown resistance (kdr) mutation in mosquitoes, Culex quinquefasciatus, based on real-time PCR using single-labelled hybridisation probe/melting curve analysis. Pest Manag Sci. 2011, 67: 156-61. 10.1002/ps.2044.View ArticlePubMedGoogle Scholar
- Lynd A, Ranson H, McCall PJ, Randle NP, Black WC, Walker ED, Donnelly MJ: A simplified high-throughput method for pyrethroid knock-down resistance (kdr) detection in Anopheles gambiae. Malar J. 2005, 4: 16-10.1186/1475-2875-4-16.PubMed CentralView ArticlePubMedGoogle Scholar
- Kulkarni MA, Rowland M, Alifrangis M, Mosha FW, Matowo J, Malima R, Peter J, Kweka E, Lyimo I, Magesa S, Salanti A, Rau ME, Drakeley C: Occurrence of the leucine-to-phenylalanine knockdown resistance (kdr) mutation in Anopheles arabiensis populations in Tanzania, detected by a simplified high-throughput SSOP-ELISA method. Malar J. 2006, 5: 56-10.1186/1475-2875-5-56.PubMed CentralView ArticlePubMedGoogle Scholar
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