PCR-based detection of Plasmodium in Anopheles mosquitoes: a comparison of a new high-throughput assay with existing methods
© Bass et al; licensee BioMed Central Ltd. 2008
Received: 21 May 2008
Accepted: 15 September 2008
Published: 15 September 2008
Detection of the four malaria-causing Plasmodium species (Plasmodium falciparum, Plasmodium vivax, Plasmodium ovale and Plasmodium malariae) within their mosquito hosts is an essential component of vector control programmes. Several PCR protocols have been developed for this purpose. Many of these methods, while sensitive, require multiple PCR reactions to detect and discriminate all four Plasmodium species. In this study a new high-throughput assay was developed and compared with three previously described PCR techniques.
A new assay based on TaqMan SNP genotyping was developed to detect all four Plasmodium species and discriminate P. falciparum from P. vivax, P. ovale and P. malariae. The sensitivity and the specificity of the new assay was compared to three alternative PCR approaches and to microscopic dissection of salivary glands in a blind trial of 96 single insect samples that included artificially infected Anopheles stephensi mosquitoes. The performance of the assays was then compared using more than 450 field-collected specimens that had been stored on silica gel, in ethanol or in isopropanol.
The TaqMan assay was found to be highly specific when using Plasmodium genomic DNA as template. Tests of analytical sensitivity and the results of the blind trial showed the TaqMan assay to be the most sensitive of the four methods followed by the 'gold standard' nested PCR approach and the results generated using these two methods were in good concordance. The sensitivity of the other two methods and their agreement with the nested PCR and TaqMan approaches varied considerably. In trials using field collected specimens two of the methods (including the nested protocol) showed a high degree of non-specific amplification when using DNA derived from mosquitoes stored in ethanol or isopropanol. The TaqMan method appeared unaffected when using the same samples.
This study describes a new high-throughput TaqMan assay that very effectively detects the four Plasmodium species that cause malaria in humans and discriminates the most deadly species, P. falciparum, from the others. This method is at least as sensitive and specific as the gold standard nested PCR approach and because it has no requirement for post-PCR processing is cheaper, simpler and more rapid to run. In addition this method is not inhibited by the storage of mosquito specimens by drying or in ethanol or isopropanol.
A principal component in malaria vector control and monitoring programmes is the sensitive detection of human-specific Plasmodium species in the mosquito host. The infection status of a mosquito is usually assessed by the presence/absence of Plasmodium sporozoites in the salivary glands. Traditionally, this was done by dissection and visual assessment of glands using a microscope. However, this requires skilled personnel, is time consuming and does not determine which Plasmodium species is present. It has, therefore, been largely superseded by more rapid immunological and molecular approaches. One of the most widely adopted of these higher-throughput approaches is the circumsporozoite protein enzyme-linked immunosorbent assay (CSP ELISA) [1, 2]. However, although CSP ELISA has proven to be relatively robust and cheap, there are a number of potential drawbacks in using this approach. Firstly, there have been several reports that CSP ELISA overestimates true salivary gland infection rates and this may be linked to the spread of circumsporozoite protein throughout the mosquito after being shed from sporozoites while migrating through the mosquito [3–6]. Secondly, mosquitoes often need to be collected and stored for later analysis and this is usually done by either drying on silica gel or keeping in ethanol or isopropanol. While the former is not inhibitory to ELISA the latter approach renders the specimens unsuitable for ELISA testing. Thirdly, although monoclonal antibodies have been produced for all four Plasmodium species that cause human malaria each assay must be run separately and therefore in practice many studies only test for the presence of one or two of the species. Finally the CSP ELISA may also be relatively insensitive to very low-level infections .
PCR-based assays are usually an order of magnitude more sensitive than ELISA and several have been described for the detection of Plasmodium in mosquitoes. Many utilize primers designed against species specific regions in the sequences encoding the small subunit ribosomal RNA (ssrRNA) to detect Plasmodium falciparum or all four Plasmodium species [8–10]. To enhance sensitivity further a nested approach using two rounds of PCR may be employed as is the case with the assay designed by Snounou et al which is now widely regarded as a 'gold standard' for PCR-based detection of Plasmodium species . However, a significant disadvantage of these PCR approaches is the requirement for separate PCR reactions for each species and for post-PCR processing (gel electrophoresis of PCR products).
More recently, high-throughput assays based on real-time PCR have been developed for detection of the malaria parasite. These include real-time PCR using either SYBR green dye or TaqMan probes and real-time Nucleic Acid Sequence-Based Amplification (NASBA) [12–14]. Currently, these methods have not been tested for detection of sporozoites in the mosquito host and require multiple reactions to detect all four species.
The aim of this study was to develop a PCR-based method that 1) can detect all four Plasmodium species in the mosquito vector and discriminate between P. falciparum and the other three species in a single reaction, 2) is as sensitive as the gold standard nested PCR approach, 3) will not be inhibited by the storage of mosquito specimens by drying or in ethanol/isopropanol 4) will be as cheap or cheaper to run than standard PCR. These aims were addressed by developing a high-throughput 'closed-tube' approach based on TaqMan SNP genotyping.
Plasmodium genomic DNA samples and plasmid clones
Plasmodium genomic DNAs of diverse geographic origin (MRA numbers, 102G, 149G, 150G, 152G, 153G, 157G, 159G, 160G, 161G, 163G, 165G, 167G, 168G, 176G, 200G, 201G, 202G, 273G, 274G, 275G, 276G, 340G, 341G) and four plasmid clones (MRA number 177–180) carrying a PCR insert of the ssrRNA gene amplified from either P. falciparum, Plasmodium vivax, Plasmodium malariae or Plasmodium ovale were obtained from the Malaria Research and Reference Reagent Resource Center (ATCC, Manassas, Virgnia, USA). Additional Plasmodium DNAs were kindly provided by Dr Debbie Nolder at the HPA Malaria Reference Laboratory, London School of Hygiene & Tropical Medicine, UK. To determine the sensitivity of each of the PCR methods a dilution series of three DNA samples for each of the four human Plasmodium species was used. For this, the DNAs were diluted to 20 ng/μl (as determined by absorption at 260 nm using a NanoDrop spectrophotometer, NanoDrop Technologies, Wilmington, DE) and then serial dilutions were made down to 1 in 1 × 106 (20 fg/μl).
Mosquito specimens and blind trial
The PCR methods described in this study were tested in a blind trial using artificially infected Anopheles stephensi. For this mature P. falciparum 3D7 gametocytes were cultured in continuous culture apparatus as described previously  for periods of 14–18 days at 37°C under 3% O2, 5% CO2, 92% N2 continuous gas flow. The initial haematocrit of cultures was 7% (v/v) RBC in RPMI medium (Gibco), containing 2 g/l NaHCO3, 25 mM HEPES, 50 μg/ml hypoxanthine and 10% (v/v) human group 'AB' heat inactivated serum and the medium was changed every 12 hours. After 14 days, gametocyte quality and quantity was tested every 24 hours by giemsa smears and an exflagellation test. Fifty fields of a monolayer of infected erythrocytes were examined at 40 × magnification by phase-contrast optics and the numbers of centres of exflagellation following incubation at 24°C for 20 mins were recorded. Mature cultures showing high levels of exflagellation were identified, harvested and fed to An. stephensi mosquitoes. During this process, gametocyte cultures were spun at 500 g for 4 min, the supernatant removed and the pellet containing parasitized red blood cells was mixed with 700 μl of freshly washed and pre-warmed uninfected RBC. 1 ml of pre-warmed heat inactivated AB serum was then added to this mixture, which was then fed to pots of 50 mosquitoes (starved 5–6 hours pre-feed) via 500 μl mini-feeders, as described previously . Mosquitoes were allowed to engorge on each blood feed for 20 min through a Parafilm membrane, warmed to 37°C using a water jacket. After feeding, mosquitoes were kept at 25–26°C, 80 % humidity with access to 5% glucose, 0.05 % para-aminobenzoic acid (PABA) solution. Individual mosquitoes were assessed for the presence of sporozoites by salivary gland dissection in TE buffer at 16 days post-feed. The dissected glands and remains of the head and thorax in 100 μl TE buffer were then frozen at -20°C until use. The trial plate consisted of eighty four mosquitoes that had been dissected and scored as either sporozoite positive (n = 36) or negative (n = 48). As low level infections can be easily missed by dissection  an additional ten mosquitoes that had no prior exposure to P. falciparum were also dissected in the same way and included in the trial as negative controls. Two buffer only wells were also included as additional negative controls. The samples were heated to 99°C for ten minutes to release the DNA from sporozoites then cooled on ice and five μl used as template in PCR.
PCR methods were subsequently tested with 483 field-collected mosquitoes collected from Equatorial Guinea, Ghana, Kenya, and Mozambique. These were morphologically identified as Anopheles gambiae sensu lato (s.l) or Anopheles funestus before storing on silica gel, in 70% ethanol, or in isopropanol. Mosquitoes from each storage condition were divided into two groups and then DNA extracted from the head and thorax of single mosquitoes using either the Livak or DNAzol methods [18, 19]. Mosquitoes were identified to species by allele-specific PCR [20, 21] or a new TaqMan protocol . The trial of PCR methods using these samples comprised of 263 An. gambiae individuals, 184 An. funestus individuals and 36 An. arabiensis individuals and five water negative controls.
Agreement between the results of the TaqMan assay and the nested PCR 'gold standard' reference method was measured using Cohen's Kappa measure of test association .
Snounou single and nested PCRs
Nucleotide alignment of the small subunit ribosomal RNA gene sequences of the four human infecting Plasmodium species available in the National Center for Biotechnology Information (NCBI) database revealed a region that contained two single nucleotide polymorphisms (SNPs) four base pairs apart specific to P. falciparum flanked by an area of conserved sequence. Two minor groove binding (MGB) probes (Applied Biosystems) that bind over both SNPs were designed using the Primer Express™ Software Version 2.0. The probe Falcip+ (5'-TCTGAATACGAATGTC-3') was labelled with 6-FAM at the 5' end for the detection of P. falciparum and the probe OVM+ (5'-CTGAATACAAATGCC-3') was labelled with VIC for the detection of either P. malariae, P. ovale or P. vivax. Each probe also carried a 3' nonfluorescent quencher and a minor groove binder at the 3' end. The minor groove binder provides more accurate allelic discrimination by increasing the TM between matched and mis-matched probes . Forward, PlasF (5'-GCTTAGTTACGATTAATAGGAGTAGCTTG-3') and reverse, PlasR (5'-GAAAATCTAAGAATTTCACCTCTGACA-3') primers that flank the probe binding site were also designed using the Primer Express software.
PCR reactions (20 μl) contained 1 μl of genomic DNA, 10 μl of SensiMix DNA kit (Quantace), 800 nM of each primer and 300 nM of probe PlasF and 200 nM of probe OVM+. Reactions were run on a Rotor-Gene 6000™ (Corbett Research) using the temperature cycling conditions of: 10 minutes at 95°C followed by 40 cycles of 95°C for 10 seconds and 60°C for 45 seconds. The increase in VIC and FAM fluorescence was monitored in real time by acquiring each cycle on the yellow (530 nm excitation and 555 nm emission) and green channel (470 nm excitation and 510 emission) of the Rotor-Gene respectively.
PCR was carried out as described previously  except for modification of the annealing temperature from 45°C to 50°C.
Snounou nested and single PCRs
Summary of the results of the blind trial using artificially infected Anopheles stephensi
Number of negative controls scored positive
Number of samples positive by dissection scored positive
Number of samples negative by dissection scored positive
The level of agreement between the different PCR assays and the 'gold standard' Snounou nested PCR in trials with artificially infected and field-collected mosquitoes as determined by Cohen's Kappa measure of test association
n = 96
n = 269a
κ = 1
κ = 1
κ = 0.858
κ = 0.925
κ = 0.767
κ = 0.264
Finally the TaqMan assay was tested using DNA extracted from wild-caught An. gambiae s.s., An. arabiensis and An. funestus specimens that had been stored on silica gel or in ethanol or isopropanol. Of the 483 samples 31 (6%) tested positive for P. falciparum and one sample (0.2%) tested positive for P. vivax/P. ovale/P. malariae (see Additional file 2 and Table 2). Of the positive samples 18 were An. gambiae s.s., 7 were An. funestus and 7 were An. arabiensis. The assay did not appear to be affected by any of the storage methods. When the results using the TaqMan method were compared with the Snounou nested PCR reference they were shown to be highly concordant, κ = 0.925 (this comparison did not include the samples stored in isopropanol/ethanol due to the failure of these samples in nested PCR).
The PCR protocol of Tassanakajon et al  was optimized using Plasmodium genomic DNA as template. This method is designed to detect only P. falciparum and the sensitivity using dilutions of P. falciparum DNA showed the limit of detection to be a 1 in 10,000 dilution (Figure 1) representing a low limit detection of 2 picograms of DNA. The performance of the method was assessed in a blind trial of 96 samples that included mosquitoes that had been artificially infected with P. falciparum. The results are shown in full in Additional file 1 and summarized in Table 1. The Tassanakajon assay scored the ten 'non-exposed negative' mosquito samples and the buffer controls as negative. Of the 36 samples scored positive by dissection 30 scored positive by Tassanakajon PCR and of the 48 samples scored negative by dissection 8 scored positive by Tassanakajon PCR.
The results of this method to test DNA extracted from wild-caught An. gambiae s.s., An. arabiensis and An. funestus specimens that had been stored on silica gel or in ethanol/isopropanol are shown in Additional file 2 and summarized in Table 2. A total of 53 of the 483 samples (11%) tested positive for P. falciparum. However, some non-specific PCR products were present in some of the samples analysed (including those stored on silica gel) using this method (Figure 2) which made the results more difficult to interpret. Attempts were made to improve the specificity of the PCR by modifying the annealing temperature in the original protocol from 45°C to 50°C, however, this did not completely eliminate the problem. The difficulties in interpreting some of the PCRs may partially explain the low agreement between this method and the nested PCR reference (κ = 0.264). In addition, no Plasmodium was detected in any of the 93 DNA samples from mosquitoes stored in ethanol.
Determination of sporozoite rates in mosquito vectors is an important component of malaria control programmes, allowing the assessment of transmission risk and the effect of any control interventions. Because the sporozoite burden of individual mosquitoes can vary , without necessarily affecting infectivity, and because storage of mosquitoes may reduce the quantity and/or quality of the extracted DNA, sensitive detection methods are required. In this study the ability of a new assay and three existing PCR-based approaches to detect sporozoites in the mosquito vector were compared. The nested PCR approach described by Snounou et al  which is regarded as the 'gold-standard' proved to be sensitive and specific in these trials. When the performance of this assay using artificially infected mosquitoes was compared with microscopic dissection three of the thirty six samples assessed as P. falciparum positive by dissection were scored negative by nested PCR. This low number of false negatives could have been due to sample degradation following dissection. Significantly, ten of the samples assessed as P. falciparum negative by dissection were scored positive by this method. It is likely these additional positive samples are genuine as sporozoite detection by dissection has a low sensitivity and low level infections are often missed . For this reason the trial also included ten mosquito samples that had never been exposed to P. falciparum as true negatives and these were all scored negative by the nested PCR assay. The nested method also performed well on DNAs derived from mosquito specimens that had been stored on silica gel. However, when using DNA derived from mosquito specimens that had been stored in ethanol or isopropanol no usable results were obtained due to the presence of non-specific PCR products. It is possible that alternative DNA extraction methods might overcome this as a study examining five alternative extraction methods showed variation in sensitivity/inhibition using the different approaches .
In comparison with the nested approach the Snounou single PCRs performed less well. Tests of this method using Plasmodium genomic DNA dilutions showed the assay to be at least a factor of ten less sensitive than the nested approach. The reduced sensitivity of this method was reflected in the trials with artificially infected and wild-caught mosquitoes where no positive samples were recorded. These results indicate that this method has insufficient sensitivity to routinely detect sporozoites in mosquitoes.
Two disadvantages of the nested PCR approach are the requirement for two rounds of PCR, which lowers throughput and increases assay run cost, and the requirement for separate PCRs for each species. To test for P. falciparum using this approach costs approximately US$ 0.88 per specimen analysed, to test for all four species costs approximately US$ 2.2. Because of the drawback of the nested PCR approach an alternative PCR method that requires only a single round of PCR was also investigated. Tests of the method of Tassanakajon et al  using P. falciparum genomic DNA dilutions showed the assay to have sensitivity comparable to the Snounou nested PCR. Indeed when the performance of this assay was compared to the nested PCR approach using artificially infected mosquitoes the two were in good agreement (κ = 0.766) although a higher number of false negatives (samples scored positive by dissection scored negative by PCR) was observed (six compared to three by nested PCR) suggesting a slightly lower overall sensitivity. The Tassanakajon PCR method performed less well on DNAs derived from mosquitoes that had been stored on silica gel or in isopropanol or ethanol where interpreting the results was hindered by the presence of non-specific bands in some samples. Overall this method scored many more samples P. falciparum positive than the Snounou nested assay when using DNA from mosquitoes stored on silica gel. It is likely these additional positive samples are false positives as the trial using artificially infected mosquitoes indicated a lower sensitivity of detection than the nested approach. This method scored no samples positive when using DNA derived from mosquitoes stored in ethanol indicating that this storage method may not be suitable for this assay. An additional disadvantage of the Tassanakajon method is that it is specific for P. falciparum and the other three species infecting humans can not be detected using this approach.
To overcome the disadvantages of the existing PCR protocols a 'closed tube' approach that requires no post-PCR processing of samples was developed. This assay was designed to detect all four Plasmodium species whilst also discriminating P. falciparum from the other species in a single reaction. The rationale behind this approach is that it allows P. falciparum which is responsible for most of the severe morbidity and mortality caused by malaria world-wide and is by far the most prevalent species in sub-Saharan Africa  to be distinguished from the other species. The TaqMan method proved to be highly specific using genomic DNA samples for all four Plasmodium species and was also the most sensitive of all the assays trialled. This was reflected in the blind trial using artificially infected mosquitoes where the TaqMan assay showed the lowest number of false negatives, showed very close agreement with the nested PCR approach and, unlike the latter, displayed no reduction in sensitivity when testing DNA derived from mosquitoes stored in ethanol or isopropanol. The cost of this assay as performed in this study was approximately US$ 0.73 per sample. Additional experiments were carried out with the same DNA dilutions to see if reagent volumes could be reduced without affecting the sensitivity of the assay. Using the real-time PCR machine described in this study no loss of sensitivity was observed for half volumes of reagents, this further reduces assay cost to approximately US$ 0.5 per sample. The one disadvantage of the TaqMan assay is the initial cost of the real-time PCR machine, which is in the region of US$ 19,000 to 25,000, compared to the start-up cost of conventional PCR of around US$ 10,000 . However, the price of real-time PCR machines are falling and in the future is likely to become closer to standard thermocyclers. In this study the performance of the TaqMan assay was not assessed using pools of several mosquitoes. If future studies prove the reliability of this method on pools of mosquitoes further increases in throughput and reductions in costs may be possible.
In summary, in tests of PCR methods for the detection of P. falciparum, P. vivax, P. ovale and P. malariae the new TaqMan method showed sensitivity and specificity at least as good as the gold standard nested PCR approach and unlike the latter was not inhibited by the storage of mosquito specimens by drying or in ethanol/isopropanol. The new method is cheaper to run than nested PCR and simple and rapid to perform due to the high-throughput and closed-tube nature of the TaqMan approach.
We thank Martin Donelley and Pie Muller for supplying field-collected mosquitoes from Ghana and Kenya. We thank Frances Ridl for providing field-collected mosquitoes from Equatorial Guinea. These samples were collected as part of the Bioko Island Malaria Control Project project funded by Marathon Oil and the Government of Equatorial Guinea. We thank Varsha Ramdeen and Mike Coleman for providing field-collected mosquitoes from Mozambique. We thank Debbie Nolder and Martina Burke for supplying Plasmodium genomic DNA samples. This work was supported by the Innovative Vector Control Consortium. Rothamsted Research receives grant-aided support from the Biotechnology and Biological Sciences Research Council of the United Kingdom.
- Burkot TR, Williams JL, Schneider I: Identification of Plasmodium falciparum-infected mosquitoes by a double antibody enzyme-linked immunosorbent assay. Am J Trop Med Hyg. 1984, 33: 783-788.PubMedGoogle Scholar
- Wirtz RA, Zavala F, Charoenvit Y, Campbell GH, Burkot TR, Schneider I, Esser KM, Beaudoin RL, Andre RG: Comparative testing of monoclonal antibodies against Plasmodium falciparum sporozoites for ELISA development. Bull World Health Organ. 1987, 65: 39-45.PubMed CentralPubMedGoogle Scholar
- Beier JC, Koros JK: Anatomical dissemination of circumsporozoite protein in wild Afrotropical Anopheles affects malaria sporozoites determinations by ELISA. Med Vet Entomol. 1991, 5: 81-85. 10.1111/j.1365-2915.1991.tb00524.x.View ArticlePubMedGoogle Scholar
- Fontenille D, Meunier JY, Nkondjio CA, Tchuinkam T: Use of circumsporozoite protein enzyme-linked immunosorbent assay compared with microscopic examination of salivary glands for calculation of malaria infectivity rates in mosquitoes (Diptera : culicidae) from Cameroon. J Med Entomol. 2001, 38: 451-454.View ArticlePubMedGoogle Scholar
- Ponnudurai T, Lensen AHW, Vangemert GJA, Bolmer MG, Meuwissen J: Feeding behaviour and sporozoite ejection by infected Anopheles stephensi. Trans R Soc Trop Med Hyg. 1991, 85: 175-180. 10.1016/0035-9203(91)90012-N.View ArticlePubMedGoogle Scholar
- Posthuma G, Meis J, Verhave JP, Gigengack S, Hollingdale MR, Ponnudurai T, Geuze HJ: Immunogold determination of Plasmodium falciparum circumsporozoite protein in Anopheles stephensi salivary gland cells. Eur J Cell Biol. 1989, 49: 66-72.PubMedGoogle Scholar
- Arez AP, Lopes D, Pinto J, Franco AS, Snounou G, do Rosario VE: Plasmodium sp.: Optimal protocols for PCR detection of low parasite numbers from mosquito (Anopheles sp.) samples. Exp Parasitol. 2000, 94: 269-272. 10.1006/expr.2000.4496.View ArticlePubMedGoogle Scholar
- Snounou G, Pinheiro L, Goncalves A, Fonseca L, Dias F, Brown KN, Dorosario VE: The importance of sensitive detection of malaria parasites in the human and insect hosts in epidemiological studies, as shown by the analysis of field samples fomr Guine Bissau. Trans R Soc Trop Med Hyg. 1993, 87: 649-653. 10.1016/0035-9203(93)90274-T.View ArticlePubMedGoogle Scholar
- Snounou G, Viriyakosol S, Jarra W, Thaithong S, Brown KN: Identification of the four human malaria parasite species in field samples by the polymerase chain reaction and detection of a high prevalence of mixed infections. Mol Biochem Parasitol. 1993, 58: 283-292. 10.1016/0166-6851(93)90050-8.View ArticlePubMedGoogle Scholar
- Tassanakajon A, Boonsaeng V, Wilairat P, Panyim S: Polymerase chain reaction detection of Plasmodium falciparum in mosquitoes. Trans R Soc Trop Med Hyg. 1993, 87: 273-275. 10.1016/0035-9203(93)90124-9.View ArticlePubMedGoogle Scholar
- Snounou G, Viriyakosol S, Zhu XP, Jarra W, Pinheiro L, Dorosario VE, Thaithong S, Brown KN: High sensitivity of detection of human malaria parasites by the use of nested polymerase chain reaction. Mol Biochem Parasitol. 1993, 61: 315-320. 10.1016/0166-6851(93)90077-B.View ArticlePubMedGoogle Scholar
- Rougemont M, Van Saanen M, Sahli R, Hinrikson HP, Bille J, Jaton K: Detection of four Plasmodium species in blood from humans by 18S rRNA gene subunit-based and species-specific real-time PCR assays. J Clin Microbiol. 2004, 42: 5636-5643. 10.1128/JCM.42.12.5636-5643.2004.PubMed CentralView ArticlePubMedGoogle Scholar
- Schoone GJ, Oskam L, Kroon NCM, Schallig H, Omar SA: Detection and quantification of Plasmodium falciparum in blood samples using quantitative nucleic acid sequence-based amplification. J Clin Microbiol. 2000, 38: 4072-4075.PubMed CentralPubMedGoogle Scholar
- Vo TKD, Bigot P, Gazin P, Sinou V, De Pina JJ, Huynh DC, Fumoux F, Parzy D: Evaluation of a real-time PCR assay for malaria diagnosis in patients from Vietnam and in returned travellers. Trans R Soc Trop Med Hyg. 2007, 101: 422-428. 10.1016/j.trstmh.2006.09.004.View ArticlePubMedGoogle Scholar
- Ponnudurai T, Lensen AH, Leeuwenberg AD, Meuwissen JH: Cultivation of fertile Plasmodium falciparum gametocytes in semi-automated systems. Trans R Soc Trop Med Hyg. 1982, 76: 812-818. 10.1016/0035-9203(82)90116-X.View ArticlePubMedGoogle Scholar
- Ponnudurai T, Lensen AH, Van Gemert GJ, Bensink MP, Bolmer M, Meuwissen JH: Infectivity of cultured Plasmodium falciparum gametocytes to mosquitoes. Parasitology. 1989, 98: 165-173.View ArticlePubMedGoogle Scholar
- Wirtz RA, Burkot TR: Detection of malarial parasites in mosquitoes. Advances in Disease Vector Research. 1991, 8: 77-106.View ArticleGoogle 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
- Livak KJ: Organization and mapping of a sequence on the Drosophila melanogaster X-chromosome and Y-chromosome that is transcribed during spermatogenesis. Genetics. 1984, 107: 611-634.PubMed CentralPubMedGoogle Scholar
- Scott JA, Brogdon WG, Collins FH: Identification of single specimens of the Anopheles gambiae complex by the polymerase chain reaction. Am J Trop Med Hyg. 1993, 49: 520-529.PubMedGoogle Scholar
- Koekemoer LL, Kamau L, Hunt RH, Coetzee M: Cocktail polymerase chain reaction assay to identify members of the Anopheles funestus (Diptera : Culicidae) group. Am J Trop Med Hyg. 2002, 66: 804-811.PubMedGoogle Scholar
- Bass C, Williamson MS, Wilding CS, Donnelly MJ, Field LM: Identification of the main malaria vectors in the Anopheles gambiae species complex using a TaqMan real-time PCR assay. Malar J. 2007, 6: 155-10.1186/1475-2875-6-155.PubMed CentralView ArticlePubMedGoogle Scholar
- Cohen J: A coefficient of agreement for nominal scales. Educ Psychol Meas. 1960, 20: 37-46. 10.1177/001316446002000104.View ArticleGoogle Scholar
- Afonina I, Zivarts M, Kutyavin I, Lukhtanov E, Gamper H, Meyer RB: Efficient priming of PCR with short oligonucleotides conjugated to a minor groove binder. Nucleic Acids Res. 1997, 25: 2657-2660. 10.1093/nar/25.13.2657.PubMed CentralView ArticlePubMedGoogle Scholar
- World Malaria Report. [http://rbm.who.int/wmr2005]
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