Development of an allele-specific, loop-mediated, isothermal amplification method (AS-LAMP) to detect the L1014F kdr-w mutation in Anopheles gambiae s. l.
© Badolo et al.; licensee BioMed Central Ltd. 2012
Received: 6 April 2012
Accepted: 6 July 2012
Published: 6 July 2012
Malaria control relies heavily on treated bed nets and indoor residual spraying with pyrethroid insecticides. Unfortunately, the resistance to pyrethroid insecticides, mainly due to the kdr mutation, is spreading in the main malaria vector Anopheles gambiae s.l., decreasing the insecticides’ efficacy. To manage the insecticide resistance rapidly and flexibly, simple and effective tools for the early detection of resistant mosquitoes are needed. This study aimed to develop an allele-specific, loop-mediated, isothermal amplification (AS-LAMP) method to detect the West African-type kdr mutation (kdr-w; L1014F) in field-collected mosquitoes.
DNA fragments of the wild-type and the mutated kdr gene were used to select the primers and develop the method. The primers were designed with the mutation at the 5’ end of the backward inner primer (BIP). The AS-LAMP method was compared to the AS-PCR method using the genomic DNA of 120 field-collected mosquitoes.
The AS-LAMP method could discriminate between the wild-type homozygote, the heterozygote, and the kdr-w homozygote within 75 min. The AS-LAMP method has the advantage of being faster and at least as sensitive and specific as the AS-PCR method.
The AS-LAMP method can be used to detect the kdr mutation for quick decision-making, even in less well-equipped laboratories.
KeywordsInsecticide Resistance kdr LAMP Malaria Mosquito
The prevention of malaria has relied mainly on controlling its vectors by using pyrethroid insecticides for both bed nets and indoor sprays. Considerable effort is being made to reach the goal of 80% insecticide-treated net (ITN ) coverage by 2015, and the number of African children protected by ITNs in a stable malaria-endemic area increased from 1.7 million (1.8%) in 2000 to 20.3 million (18.5%) in 2007 . However, continued progress in deploying these malaria-controlling tools is threatened by vector resistance against the insecticides, which could compromise the efficacy of the treated bed nets and indoor residual insecticide spray across Africa [3–9]. In fact, recent studies have demonstrated that mosquito resistance to pyrethroid insecticides in Benin  and in Equatorial Guinea  has decreased the efficacy of ITNs and indoor residual sprays. In addition, Verhaeghen et al  have demonstrated that kdr resistance mutation has an epidemiological impact with higher frequency of this mutation in Plasmodium falciparum-infected mosquito than the non-infected.
The kdr mutation is the primary cause of resistance to pyrethroids and DDT among Anopheles gambiae s.l. and many other insects [9, 13–15]. Martinez-Torres et al showed that this resistance in western Africa was due to a single nucleotide change (A to T) in the gene encoding the voltage-dependent sodium channel. This mutation results in a leucine (TTA) to phenylalanine (TTT) change at position 1014 (L1014F). This so-called West African-type kdr mutation (kdr-w) is widespread in western and central Africa, with a gene frequency close to 92% in the S molecular form of An. gambiae[16, 17].
Several methods have been developed to detect the kdr mutation in field-collected mosquitoes, including an allele-specific (AS)-PCR method [9, 15], which is the most widely used. Other methods include the heated oligonucleotide ligation assay (HOLA), sequence-specific oligonucleotide probe (SSOP)-ELISA, PCR-Dot Blot, fluorescence resonance energy transfer FRET/Melt Curve analysis, and PCR elongation with fluorescence, but all these methods require heavy and/or expensive instruments, such as a thermal cycler . The sensitive, specific, and rapid detection of mutations associated with insecticide resistance is prerequisite for resistance management, in that this information allows national vector control units to adapt their strategies according to the resistance level.
Loop-mediated isothermal amplification (LAMP), a DNA amplification method, was developed within the last 10 years  as an alternative to conventional PCR. Compared with conventional PCR methods, LAMP is more sensitive, specific, rapid, and cost-effective [20, 21]. LAMP uses four different primers - two inner primers (FIP and BIP), and two outer primers (F3 and B3) - that are specifically designed to recognize six distinct regions on the target DNA, thereby increasing both the sensitivity and specificity of the detection [19, 22]. The reaction proceeds at a constant temperature using the strand-displacement property of the Bst DNA polymerase, the only enzyme used in the test. LAMP has been successfully used to detect Plasmodium berghei in Anopheles stephensi, and Dirofilaria immitis and Flock House Virus in Aedes aegypti[24, 25] It was recently used to identify the two species of the An. gambiae complex . This method has also been successfully used to type single nucleotide polymorphisms in a DNA sequence [20, 27]. The development of an allele-specific (AS)-LAMP method to distinguish the two types of kdr genes (West African and wild type) could be very useful for malaria vector control in less developed countries, because LAMP is faster than conventional PCR, and can be performed with minimal equipment. In the present study, a LAMP-based allele distinction method is developed to identify the West African-type kdr mutation responsible for the resistance to pyrethroid insecticides in field-collected mosquitoes.
Primer design for AS-LAMP
As a model for designing the primers, multiple alignments from published sequences of the sodium channel gene were used [15, 28]. Two sets of LAMP primers were designed manually to distinguish the two different nucleotides in the gene sequence for position 1014 of the sodium channel (L1014F). Two BIP primers were designed as specific primers, with the mutation on the 3’ end of the B2 primer (bold type) (5’ end of the BIP primer) and an additional mismatched nucleotide (lower-case letter) to increase the specificity to each targeted nucleotide site. The other three primers, F3, B3, and FIP, were the same for the two primers sets. The sequences of the primers were as follows: F3, ATG ATC TGC CAA GAT GGA AT, B3: AAA CGA TCT TGG TCC ATG T; FIP (F1c-F2), ATC CCA CAT TGA TTC AAT C-GC ATT CCT TCA TGA TTG TGT TCC; BIP-wild (B1c-B2), TGC TTG TCG GTG ATG TAT CCT GC-T AAT TTG CAT TAC TTA CGA gT; BIP-kdr-w (B1c-B2), TGC TTG TCG GTG ATG TAT CCT GC-T AAT TTG CAT TAC TTA CGA gA.
Preparation of plasmid DNA as an AS-LAMP template
DNA fragments from An. gambiae mosquitoes carrying either the wild-type or West Africa-type kdr gene were used. The target sequence was amplified using PCR primers (FP (KO80): GAT AGA TTC CCC CAC CAT GA and BP (KO81): CTC ATT ATC TGC CGT TGG TG), the PCR products were separated by gel electrophoresis, and the products were extracted using the QIAEX kit (Qiagen). The amplified DNA fragments were inserted into the Eco RV site of the pBSSK vector and introduced into Escherichia coli competent cells (DH5α) grown in SOC medium. The cells were pre-cultured, and the plasmid insertion was confirmed by cutting the plasmid using Eco RI. The transformed cells were then subjected to large-scale culture for plasmid DNA extraction and purification. These plasmids were purified using the Qiagen kit for plasmid purification and adjusted to 0.2 μg/μl for the stock. The insertion in these plasmids was confirmed using the restriction enzymes Bst XI and Xho I and by sequencing using the BSR (5’-TGT GGA ATT GTG AGC GGA TAA-3’) or BSF (5’-TTT TCC CAG TCA CGA CGT TG-3’) universal primers. The ABI Prism BigDye terminator cycle protocol was used for the sequencing. The sequences of these plasmids were aligned and compared to the gene sequence from the database using CLC Sequence Viewer 6.
Extraction of DNA from field-collected mosquitoes
The genomic DNA of field-collected mosquitoes was extracted by homogenizing individual mosquito with a plastic homogenizer in 100 μl Buffer A (0.1 M Tris HCl (pH 9.0), 0.1 M EDTA, 1% SDS, and 0.5% DEPC (diethyl pyrocarbonate)) and incubating the homogenate for 30 min at 70 °C. After incubation, 22.4 μl of 5 M KoAc (potassium acetate) was added, and the mixture was cooled on ice for 30 min. After centrifugation at 20,000 x g for 15 min at 4 °C, the DNA-containing supernatant was transferred into a new tube and mixed with 45 μl isopropanol. The solution was centrifuged at 20,000 x g for 20 min at 4 °C, and the supernatant was discarded. The DNA pellet was rinsed with 70% ethanol and dried. The pellet was then diluted in 30 μl TE buffer.
AS-LAMP detection of the kdr-w mutation
The AS-LAMP reaction was conducted following the manufacturer’s recommendations (Eiken Chemicals Co, Japan). A master mix was prepared using 6.25 μl of 2x reaction mix (2.8 mM each dNTP, 40 mM Tris–HCl (pH 8.8), 20 mM KCl, 16 mM MgSO4, 20 mM (NH4)2SO4, 0.2% Tween 20, and 1.6 M Betaine), 2.75 μl distilled water, 0.5 μl of each primer, and 0.5 μl of the Bst DNA polymerase (4 U). The concentration of the primers was 40 pmol/μl for the inner primers (BIP and FIP) and 5 pmol/μl for the outer primers (B3 and F3). To a test tube was added 11.5 μl of the master mix and either 1 μl of DNA solution or 1 μl of distilled water (negative control). All the procedures were performed on ice.
Each tube was then put into the Loopamp® real time turbidimeter (Eiken Chemicals Co, Japan) at 63 °C, and the turbidity was monitored. The reaction was terminated by heating the tube at 95 °C for five minutes. The LAMP products were subjected to 2% agarose gel electrophoresis at 100 V, and the gel was stained with ethidium bromide and examined under UV light to check the amplified fragments.
AS-PCR detection of the kdr-w mutation
The allele-specific PCR (AS-PCR) protocol of the Malaria Research and Reference Reagent Resource Center (MR4)  was used to detect the kdr-w mutation. The kdr mutation region was amplified with four primers as previously reported : IPCF (2.5 pmol/μl), CTA ACG CGA ATT AAA TGC TTT GTG ACAG; IPCR (2.5 pmol/μl), CAA AAG CAA GGC TAA GAA AAG GTT AAG C; WT (1 pmol/μl), GGT CCA TGT TAA TTT GCAT TAC TTA CGA aTA; West (8.8 pmol/μl), CTT GGC CAC TGT AGT GAT AGG AAA TgTT. The PCR reaction tube contained 0.5 μl Taq DNA polymerase (5 U/μl), 2.5 μl 10x PCR Buffer (containing 15 mM MgCl2), 2.5 μl dNTP (2–2.5 mM mix), 2.0 μl 25 mM MgCl2, and 1 μl of each primer. Amplification was performed with 1 μl genomic DNA as the template. The PCR programme was 95 °C/5 min x 1 cycle, (95 °C/30 sec, 61 °C/30 sec, 72 °C/30 sec) x 30 cycles, 72 °C/5 min x 1 cycle, and 4 °C hold. After the reaction, 5 μl of the PCR product was run on a 2% agarose gel and stained with ethidium bromide. Three types of mosquito genome (+/+, homozygous for wild type; kdr-w/kdr-w, homozygous for kdr-w; kdr-w/+, heterozygous for kdr-w) were identified using the AS-PCR and direct sequencing, and used as DNA templates for further experiments.
Direct sequencing of mosquito DNA
DNAs from An. gambiae mosquitoes were used as PCR templates. The target sequence was amplified using the PCR primers KO80 and KO81 as described above. PCR was performed in a tube with Ex Taq polymerase (0.5 μl), 10x Ex Taq buffer (2.5 μl), 2.5 mM dNTP (2.5 μl), 0.5 μl of each primer, 17.5 μl = distilled water, and 1 μl genomic DNA (concentration 0.1 μg/μl). The PCR programme was 95 °C/5 min x 1 cycle, (95 °C/30 sec, 61 °C/30 sec, 72 °C/30 sec) x 30 cycles, 72 °C/5 min x 1 cycle, and 4 °C hold. The PCR product was purified using a YM100 Microcon® Millipore extraction column, and the final product was diluted in 30 μl of distilled water. The nucleotide sequences were determined with the BigDye terminator sequencing kit v3.1 (Applied Biosystems) using an automated 3100 genetic analyzer.
Sensitivity and specificity of mutation detection
We considered the sequencing as the standard method for detecting the kdr mutation for true positives and true negatives for each mutation. The sensitivity is defined as the ratio of true positives to combined true and false positives and the specificity as the ratio of true negatives to combined true negative and false positive. The calculation of specificity and sensitivity confidence limits of AS-LAMP and AS-PCR have been produced with the Wilson score method .
AS-LAMP detection of the kdr-w mutation in plasmid DNA
AS-LAMP detection of the kdr-w mutation in mosquito genomic DNA
Species, molecular forms, and kdr type identification in field-collected mosquitoes
The AS-LAMP method was next applied to assess the genotype of Anopheles mosquito with respect to the kdr-w mutation in samples collected from Burkina Faso. A total of 120 mosquitoes were tested using RLFP-PCR  to identify the An. gambiae species and the molecular form of An. gambiae s.s. Of these mosquitoes, 47% were identified as Anopheles arabiensis and 53% as An. gambiae s.s., of which 15% were of the S molecular form and 85% of the M molecular form.
Sensitivity and specificity of the AS-PCR and AS-LAMP methods for kdr mutation detection
Sensitivity (95% CL)
Specificity (95% CL)
0.83 (0.64 - 0.93)
0.92 (0.74 - 0.98)
1 (0.96 - 1)
0.99 (0.94 - 1)
0.94 (0.73 - 0.99)
0.94 (0.73 - 0.99)
0.98 (0.92 - 0.98)
0.96 (0.90 - 0.98)
0.93 (0.85 - 0.97)
0.99 (0.92 - 1)
0.94 (0.83 - 0.98)
1 (0.92 - 1)
The sensitivity of each method (AS-LAMP and AS-PCR) for detecting the kdr genotypes compared to sequencing was calculated [Table 1]. AS-LAMP and AS-PCR showed high sensitivity and specificity for detecting the wild-type homozygous (+/+) and the heterozygous mosquitoes (kdr-w/+). The sensitivity of these two methods was similar for detecting the heterozygote (0.94, confidence limits: 0.73-0.99). The AS-LAMP method was more sensitive than AS-PCR for detecting the homozygotes (0.92 and 0.83 for kdr-w/kdr-w; 0.99 and 0.93 for the +/+, respectively) but the difference between these two methods was not statistically significant. In addition, the AS-LAMP method had fewer non-detectable samples than AS-PCR (0.058 and 0.075, respectively). The specificity of the two methods was comparable for detecting the kdr-w homozygote (kdr-w/kdr-w) (1.0 and 0.99 for AS-PCR and AS-LAMP, respectively). For the heterozygote (kdr-w/+), the detection specificity was 0.98 and 0.96 for AS-PCR and AS-LAMP, respectively. The AS-LAMP method showed better specificity than the AS-PCR for identifying the wild-type homozygote (1.0 and 0.94, respectively), but this difference was not statistically significant. These data indicated that the AS-LAMP method developed in this study was an appropriate alternative method for detecting the insecticide resistance of mosquitoes at the genetic level.
The resistance developed to insecticides is affected by local conditions, like cotton cultivation or vegetable gardening [17, 32]. Even in the absence of insecticide pressure, the level of resistance can vary from one area to another, and differences result from the distinct sensitivities of vectors to different families of insecticides . The future of malaria vector control relies not only on new insecticides but also on managing the resistance to insecticides that are suitable for a particular area. A sensitive and specific method that requires minimal specialized equipment is prerequisite for resistance management at the local level.
In the present study, an allele-specific LAMP method was developed to target the kdr-w mutation, which is responsible for the resistance of mosquitoes to pyrethroid insecticides in west and central Africa [3, 7, 33]. The specific primers designed for the mutation and an additional mismatched nucleotide at the 3’ end of the BIP primer allowed the specific amplification of either the wild-type or the West African-type kdr gene, using plasmid DNA as the template. More importantly, even when mosquito genomic DNA was used, the primers successfully distinguished the kdr-w homozygote from the heterozygote in less than 90 min. Since general LAMP method requires only a water bath to amplify DNA, and the result is detectable by the naked eye, the AS-LAMP method could be applied in less well-equipped laboratories to facilitate insecticide selection for bed net treatment or indoor residual insecticide spraying. Vector resistance to insecticide should be considered a constant problem, and monitored regularly. The AS-LAMP method, which was at least as sensitive and specific as AS-PCR, can be used for this purpose; that is, this method can be used in situations where conventional PCR is difficult. The spread of another kdr mutation (East African-type, kdr-e (L1014S)) in malaria-endemic areas reveals the need to develop a multiplex AS-LAMP method that targets the kdr-e mutation as well as kdr-w one.
Poon et al and Bonizzoni et al both reported that LAMP is more cost-effective than conventional PCR. For detecting the kdr mutation, the AS-LAMP was faster than the conventional AS-PCR method: LAMP took only 75 min, compared to more than three hours for the PCR. In addition, the LAMP method avoids the need for ethidium bromide, a hazardous chemical used for staining DNA.
An AS-LAMP method was developed to detect the West African-type kdr mutation in mosquitoes. This method can be used to rapidly detect the kdr mutation, even in less well-equipped laboratories.
We are grateful to all the members at NRCPD, the Centre National de Recherche et de Formation sur le Paludisme, and the Institut de Recherche en Sciences de la Santé. This study was supported in part by a grant from the Advanced Research Course for the Control of Zoonosis for Food Safety, the Japan International Cooperation Agency (JICA) to AB, SF and HK, a Health Sciences Research Grant for Research on Emerging and Re-emerging Infectious Diseases from the Ministry of Health, Labor, and Welfare to NF, SF and HK, Grants-in-Aid for Scientific Research from the Japanese Ministry of Education, Science, Sports, Culture and Technology to SF and HK, and the Funding Program for the Next Generation of World-Leading Researchers (NEXT Program) to HK. HB and HA were research fellows of the Japan Society for the Promotion of Science.
- World Health Organization: Resolution WHA58. 2. Malaria control. 2005, World Health Organization, 2005 58th World Health Assembly, GenevaGoogle Scholar
- Noor AM, Mutheu JJ, Tatem AJ, Hay SI, Snow RW: Insecticide-treated net coverage in Africa: mapping progress in 2000–07. Lancet. 2009, 373: 58-67. 10.1016/S0140-6736(08)61596-2.PubMed CentralView ArticlePubMedGoogle Scholar
- Chandre F, Manguin S, Brengues C, Dossou Yovo J, Darriet F, Diabate A, Carnevale P, Guillet P: Current distribution of a pyrethroid resistance gene (kdr) in Anopheles gambiae complex from west Africa and further evidence for reproductive isolation of the Mopti form. Parassitologia. 1999, 41: 319-322.PubMedGoogle Scholar
- Corbel V, N'Guessan R, Brengues C, Chandre F, Djogbenou L, Martin T, Akogbeto M, Hougard JM, Rowland M: Multiple insecticide resistance mechanisms in Anopheles gambiae and Culex quinquefasciatus from Benin, West Africa. Acta Trop. 2007, 101: 207-216. 10.1016/j.actatropica.2007.01.005.View ArticlePubMedGoogle Scholar
- Diabate 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
- Djogbenou L, Labbe P, Chandre F, Pasteur N, Weill M: Ace-1 duplication in Anopheles gambiae: a challenge for malaria control. Malar J. 2009, 8: 70-10.1186/1475-2875-8-70.PubMed CentralView ArticlePubMedGoogle Scholar
- Etang J, Fondjo E, Chandre F, Morlais I, Brengues C, Nwane P, Chouaibou M, Ndjemai H, Simard F: First report of knockdown mutations in the malaria vector Anopheles gambiae from Cameroon. Am J Trop Med Hyg. 2006, 74: 795-797.PubMedGoogle Scholar
- Ranson H, Abdallah H, Badolo A, Guelbeogo WM, Kerah-Hinzoumbe C, Yangalbe-Kalnone E, Sagnon N, Simard F, Coetzee M: Insecticide resistance in Anopheles gambiae: data from the first year of a multi-country study highlight the extent of the problem. Malar J. 2009, 8: 299-10.1186/1475-2875-8-299.PubMed CentralView ArticlePubMedGoogle 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
- N'Guessan R, Corbel V, Akogbeto M, Rowland M: Reduced efficacy of insecticide-treated nets and indoor residual spraying for malaria control in pyrethroid resistance area, Benin. Emerg Infect Dis. 2007, 13: 199-206. 10.3201/eid1302.060631.PubMed CentralView ArticlePubMedGoogle Scholar
- Sharp BL, Ridl FC, Govender D, Kuklinski J, Kleinschmidt I: Malaria vector control by indoor residual insecticide spraying on the tropical island of Bioko, Equatorial Guinea. Malar J. 2007, 6: 52-10.1186/1475-2875-6-52.PubMed CentralView ArticlePubMedGoogle Scholar
- Verhaeghen K, Bortel WV, Roelants P, Okello PE, Talisuna A, Coosemans M: Spatio-temporal patterns in kdr frequency in permethrin and DDT resistant Anopheles gambiae s.s. from Uganda. Am J Trop Med Hyg. 2010, 82: 566-573. 10.4269/ajtmh.2010.08-0668.PubMed CentralView ArticlePubMedGoogle Scholar
- Chandre F, Darrier F, Manga L, Akogbeto M, Faye O, Mouchet J, Guillet P: Status of pyrethroid resistance in Anopheles gambiae sensu lato. Bull World Health Organ. 1999, 77: 230-234.PubMed CentralPubMedGoogle Scholar
- Diabate A, Baldet T, Chandre F, Guiguemde RT, Brengues C, Guillet P, Hemingway J, Hougard JM: First report of the kdr mutation in Anopheles gambiae M form from Burkina Faso, west Africa. Parassitologia. 2002, 44: 157-158.PubMedGoogle Scholar
- Martinez-Torres D, Chandre F, Williamson MS, Darriet F, Berge 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
- Chandre F, Dabire RK, Hougard JM, Djogbenou LS, Irish SR, Rowland M, N'Guessan R: Field efficacy of pyrethroid treated plastic sheeting (durable lining) in combination with long lasting insecticidal nets against malaria vectors. Parasit Vectors. 2010, 3: 65-10.1186/1756-3305-3-65.PubMed CentralView ArticlePubMedGoogle Scholar
- Dabire KR, Diabate A, Namountougou M, Toe KH, Ouari A, Kengne P, Bass C, Baldet T: Distribution of pyrethroid and DDT resistance and the L1014F kdr mutation in Anopheles gambiae s.l. from Burkina Faso (West Africa). Trans R Soc Trop Med Hyg. 2009, 103: 1113-1120. 10.1016/j.trstmh.2009.01.008.View ArticlePubMedGoogle Scholar
- Bass C, Nikou D, Donnelly MJ, Williamson MS, Ranson H, Ball A, Vontas J, Field LM: Detection of knockdown resistance (kdr) mutations in Anopheles gambiae: a comparison of two new high-throughput assays with existing methods. Malar J. 2007, 6: 111-10.1186/1475-2875-6-111.PubMed CentralView ArticlePubMedGoogle Scholar
- Notomi T, Okayama H, Masubuchi H, Yonekawa T, Watanabe K, Amino N, Hase T: Loop-mediated isothermal amplification of DNA. Nucleic Acids Res. 2000, 28: E63-10.1093/nar/28.12.e63.PubMed CentralView ArticlePubMedGoogle Scholar
- Ikeda S, Takabe K, Inagaki M, Funakoshi N, Suzuki K: Detection of gene point mutation in paraffin sections using in situ loop-mediated isothermal amplification. Pathol Int. 2007, 57: 594-599. 10.1111/j.1440-1827.2007.02144.x.View ArticlePubMedGoogle Scholar
- Mori Y, Nagamine K, Tomita N, Notomi T: Detection of loop-mediated isothermal amplification reaction by turbidity derived from magnesium pyrophosphate formation. Biochem Biophys Res Commun. 2001, 289: 150-154. 10.1006/bbrc.2001.5921.View ArticlePubMedGoogle Scholar
- Nagamine K, Hase T, Notomi T: Accelerated reaction by loop-mediated isothermal amplification using loop primers. Mol Cell Probes. 2002, 16: 223-229. 10.1006/mcpr.2002.0415.View ArticlePubMedGoogle Scholar
- Aonuma H, Suzuki M, Iseki H, Perera N, Nelson B, Igarashi I, Yagi T, Kanuka H, Fukumoto S: Rapid identification of Plasmodium-carrying mosquitoes using loop-mediated isothermal amplification. Biochem Biophys Res Commun. 2008, 376: 671-676. 10.1016/j.bbrc.2008.09.061.View ArticlePubMedGoogle Scholar
- Aonuma H, Yoshimura A, Perera N, Shinzawa N, Bando H, Oshiro S, Nelson B, Fukumoto S, Kanuka H: Loop-mediated isothermal amplification applied to filarial parasites detection in the mosquito vectors: Dirofilaria immitis as a study model. Parasit Vectors. 2009, 2: 15-10.1186/1756-3305-2-15.PubMed CentralView ArticlePubMedGoogle Scholar
- Perera N, Aonuma H, Yoshimura A, Teramoto T, Iseki H, Nelson B, Igarashi I, Yagi T, Fukumoto S, Kanuka H: Rapid identification of virus-carrying mosquitoes using reverse transcription-loop-mediated isothermal amplification. J Virol Methods. 2009, 156: 32-36. 10.1016/j.jviromet.2008.10.023.View ArticlePubMedGoogle Scholar
- Bonizzoni M, Afrane Y, Yan G: Loop-mediated isothermal amplification (LAMP) for rapid identification of Anopheles gambiae and Anopheles arabiensis mosquitoes. Am J Trop Med Hyg. 2009, 81: 1030-1034. 10.4269/ajtmh.2009.09-0333.PubMed CentralView ArticlePubMedGoogle Scholar
- Iwasaki MYT, Otsuka K, Suzuki W, Nagamine K, Hase T, Tatsumi KI, Horigome T, Notomi T, Kanda H: Validation of the Loop-Mediated Isothermal Amplification Method for Single Nucleotide Polymorphism Genotyping with Whole Blood. Genome Letters. 2003, 2: 119-126. 10.1166/gl.2003.028.View ArticleGoogle Scholar
- Weill M, Chandre F, Brengues C, Manguin S, Akogbeto M, Pasteur N, Guillet P, Raymond M: The kdr mutation occurs in the Mopti form of Anopheles gambiae s.s. through introgression. Insect Mol Biol. 2000, 9: 451-455. 10.1046/j.1365-2583.2000.00206.x.View ArticlePubMedGoogle Scholar
- ,: Methods in Anopheles Research.http://www.mr4.org/AnophelesProgram/TrainingMethods.aspx,
- Newcombe RG: Two-sided confidence intervals for the single proportion: comparison of seven methods. Stat Med. 1998, 17: 857-872. 10.1002/(SICI)1097-0258(19980430)17:8<857::AID-SIM777>3.0.CO;2-E.View ArticlePubMedGoogle Scholar
- Fanello C, Santolamazza F, della Torre A: Simultaneous identification of species and molecular forms of the Anopheles gambiae complex by PCR-RFLP. Med Vet Entomol. 2002, 16: 461-464. 10.1046/j.1365-2915.2002.00393.x.View ArticlePubMedGoogle Scholar
- Diabate A, Baldet T, Chandre F, Akoobeto M, Guiguemde TR, Darriet F, Brengues C, Guillet P, Hemingway J, Small GJ, Hougard JM: The role of agricultural use of insecticides in resistance to pyrethroids in Anopheles gambiae s.l. in Burkina Faso. Am J Trop Med Hyg. 2002, 67: 617-622.PubMedGoogle Scholar
- Santolamazza F, Calzetta M, Etang J, Barrese E, Dia I, Caccone A, Donnelly MJ, Petrarca V, Simard F, Pinto J, della Torre A: Distribution of knock-down resistance mutations in Anopheles gambiae molecular forms in west and west-central Africa. Malar J. 2008, 7: 74-10.1186/1475-2875-7-74.PubMed CentralView ArticlePubMedGoogle Scholar
- Poon LL, Wong BW, Ma EH, Chan KH, Chow LM, Abeyewickreme W, Tangpukdee N, Yuen KY, Guan Y, Looareesuwan S, Peiris JS: Sensitive and inexpensive molecular test for falciparum malaria: detecting Plasmodium falciparum DNA directly from heat-treated blood by loop-mediated isothermal amplification. Clin Chem. 2006, 52: 303-306.View ArticlePubMedGoogle Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.