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South African Journal of Science
On-line version ISSN 1996-7489
Print version ISSN 0038-2353
S. Afr. j. sci. vol.118 n.3-4 Pretoria Mar./Apr. 2022
http://dx.doi.org/10.17159/sajs.2022/11755
RESEARCH ARTICLE
Malaria risk and receptivity: Continuing development of insecticide resistance in the major malaria vector Anopheles arabiensis in northern KwaZulu-Natal, South Africa
Givemore MunhengaI, II; Shüné V. OliverI, II; Leanne N. LobbI, II; Theresa T MazarireI, II; Windy SekgeleII; Thabo MashatolaI, II; Nondumiso MabasoII; Dumsani M. DlaminiII; Malibongwe ZuluII; Fortunate MolestaneII; Blazenka D. LetinicI, II; Jacek ZawadaI, II; Ashley BurkeI, II; Yael Dahan-MossI, II; Avhatakali MatambaI; Maria KaiserI, II; Basil D. BrookeI, II
ICentre for Emerging Zoonotic and Parasitic Diseases, National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, South Africa
IIWits Research Institute for Malaria, School of Pathology, University of the Witwatersrand, Johannesburg, South Africa
ABSTRACT
Malaria incidence in South Africa is highest in the three endemic provinces: KwaZulu-Natal, Mpumalanga and Limpopo. The contribution to malaria transmission by several mosquito species, variation in their resting behaviours and low levels of insecticide resistance makes it necessary to periodically monitor Anopheles species assemblages and resistance phenotypes in vector populations. The aim of this study was therefore to assess Anopheles species assemblage in northern KwaZulu-Natal and to collect insecticide susceptibility data for An. arabiensis, the primary vector of malaria in that province. Anopheles specimens were collected from Mamfene, Jozini, northern KwaZulu-Natal from November 2019 to April 2021. Progeny of wild-collected An. arabiensis females were used for standard insecticide susceptibility tests and synergist bioassays. Anopheles arabiensis contributed 85.6% (n=11 062) of the total catches. Samples for subsequent insecticide susceptibility bioassays were selected from 212 An. arabiensis families. These showed low-level resistance to DDT, permethrin, deltamethrin, and bendiocarb, as well as full susceptibility to pirimiphos-methyl. Synergist bioassays using piperonyl butoxide and triphenyl phosphate suggest oxygenase-based pyrethroid and esterase-mediated sequestration of bendiocarb. These low levels of resistance are unlikely to be operationally significant at present. It is concluded that northern KwaZulu-Natal Province remains receptive to malaria transmission despite ongoing control and elimination interventions. This is due to the perennial presence of the major vector An. arabiensis and other secondary vector species. The continued detection of low-frequency insecticide resistance phenotypes in An. arabiensis is cause for concern and requires periodic monitoring for changes in resistance frequency and intensity.
SIGNIFICANCE:
• Insecticide resistance in the major malaria vector Anopheles arabiensis in northern KwaZulu-Natal Province is cause for concern in terms of resistance management and ongoing vector control leading toward malaria elimination.
• Despite ongoing control interventions, northern KwaZulu-Natal remains receptive to malaria owing to the perennial presence of several Anopheles vector species.
Keywords: malaria, vector control, risk and receptivity, malaria elimination
Introduction
South Africa's malaria-endemic provinces are KwaZulu-Natal, Mpumalanga, Limpopo and, to a far lesser extent, the North West. The incidence of locally acquired malaria is generally highest in those regions bordering southern Mozambique, eSwatini, Zimbabwe, and Botswana. Malaria vector control in the context of scaling up toward elimination is conducted annually in affected districts/municipalities in all of these provinces with the exception of the North West Province (as the incidence is extremely low). The primary methods of control include indoor residual spraying (1RS) of specially formulated insecticides, and larval source management.1
The human malarias are transmitted by Anopheles mosquitoes. To date, five Anopheles species have been directly implicated in the transmission of the malarial parasite Plasmodium falciparum in South Africa; these are the major vectors Anopheles funestus Giles, and An. arabiensis Patton, and the secondary vectors Anopheles merus, Anopheles vaneedeni and Anopheles parensis.2-5Populations of An. arabiensis3,6,7, An. merus3,8and An. parensis5,9,10may include indoor- and outdoor-resting components; female An. funestus have a strong but not exclusive tendency to rest indoors2,9,10 and An. vaneedeni tend to rest outdoors11. By targeting indoor-resting Anopheles mosquitoes, IRS-based vector control has reduced malaria incidence in South Africa to a point where elimination (i.e. zero locally acquired malaria cases) is a feasible prospect.12 Yet despite the pro-active implementation of vector control/elimination operations year-on-year, local transmission persists at low levels in several districts and municipalities across the endemic provinces. This persistence can be attributed to several factors, one of which is the occurrence of outdoor-resting vector mosquitoes that are far less vulnerable to IRS. Another critical factor is the development of resistance to insecticides.
High-intensity resistance to pyrethroid insecticides was first recorded in southern African populations of An. funestus in 1999.13 This phenotype caused substantial control failure in South Africa during the malaria epidemic of 1996-2000. The re-introduction of DDT for malaria vector control in South Africa in 2000, played a crucial role in substantially reducing incidence because the pyrethroid-resistant An. funestus populations retained full susceptibility to DDT.14,15 Current control operations in South Africa include the concurrent use of deltamethrin (pyrethroid) and DDT in a mosaic approach designed to manage insecticide resistance in An. funestus and maintain control efficacy. This resistance management strategy is, however, under constant review because low-level resistance to pyrethroid, DDT, and carbamate insecticides has since been recorded in An. arabiensis populations in northern KwaZulu-Natal Province.16 Although these phenotypes have been detected in An. arabiensis, they have been of low intensity and frequency and are therefore not considered to be operationally significant at present.17
The contribution to malaria transmission by several vector species and variation in their resting behaviours makes it necessary to periodically monitor Anopheles species assemblages in endemic areas, especially in terms of malaria risk and receptivity. Additionally, and given that low-level resistance is likely to increase in intensity and frequency under selection pressure imposed by insecticide use, it is necessary to periodically monitor for resistance phenotypes in vector populations. The aim of this study was therefore to assess Anopheles species assemblage in northern KwaZulu-Natal Province and to collect insecticide susceptibility data for An. arabiensis, the primary vector of malaria there.
Materials and methods
Anopheles mosquito specimens were collected from Mamfene in the Jozini municipality of northern KwaZulu-Natal Province. Collections were made from three sites: Section 2 (S 27°24'14.2"; E 32°12'41.8"), Section 8 (S 27°27'34.3"; E 32°10'43.7"), and Section 9 (S 27°23'50.5"; E 32°12'20.1"). Collections took place from November 2019 to April 2021. Adult female mosquitoes were collected from permanently stationed clay pots. A total of 56 clay pots were deployed up to and including 12 October 2020, following which 116 were deployed in Sections 2 (n=39), 8 (n=37), and 9 (n=40) (Figure 1). Each pot was sampled twice per week (i.e. 8 times/month) during the surveillance period. Mosquitoes were also sampled from disused vehicle tyres (n=6) and drums (n=1) from Section 9, modified plastic buckets from Section 2 (n=3), carbon dioxide baited net traps on two occasions in each of the three sections, and direct aspiration of mosquitoes resting at cattle kraals, in a few instances.
Data were tested for normality using a Shapiro-Wilk test.21 As the data were not normally distributed, a Kruskal-Wallis one-way analysis of variance (ANOVA) was used to determine differences between final mortality means.22 For two-sample tests, a Mann-Whitney U-test was performed.23
Ethical approval
The Faculty of Health Sciences Research Ethics Committee of the University of the Witwatersrand (CR 20200218-10/ AREC-101210-002) and KwaZulu-Natal Health Research and Knowledge Management (KZ_202003_016) granted ethical approval. All household owners gave verbal consent to sample mosquitoes from their households.
Results
Species assemblage
In total, 12 919 anophelines were collected during the sampling period. Of these, 5.6% (n=732) were collected between November and December 2019, 73.3% (n=9464) were collected in 2020, and 21.1% (n=2723) were collected between January and April 2021 (Table 1). Most specimens (73.6%; n=9503) were collected from Section 9, while Section 2 was the least productive (n=1638). The largest number of mosquitoes was collected in summer (29.5%, /n=3814) and the least in the winter months (17.3%, n=2238). Stratification of mosquito collections by method shows that clay pots (58.3%; n=7536) were the most productive, most likely because they were used more intensively than the other methods, and carbon dioxide baited net traps were the least productive (10.3%, n=35).
In total, 16 Anopheles species were collected over the sampling period. These included three members from the An gambiae complex (An. arabiensis, An. merus, and An. quadrianulatus), two members from the An. funestus subgroup (An. vaneedeni and An. parensis), and one member each from the An. minimus subgroup (An. leesoni) and the An. rivulorum subgroup (An. rivulorum s.s). Stratification of species collected by section showed that some species were limited in their geographical range - An. maculipalpis was limited to Sections 2 and 9 while An. quadrianulatus was exclusively sampled from Section 9, and An. squamosus and An. ziemani were limited to Sections 2 and 8, respectively. A total of 521 specimens could not be identified to species.
Anopheles arabiensis was the predominant species collected, contributing 85.6% (n=11 062) of the total. The population density of An. arabiensis (number caught/trap/month) shows a cyclical pattern with no discernible trend (Figure 2). Overall, Section 9 had the highest mean An. arabiensis density of 3.1/trap/month compared to that of Section 2 (1.1/trap/month) and Section 8 (0.9/trap/month). There were major peaks in An. arabiensis density in January 2020 (8.5 mosquitoes/ trap/month), May and June 2020 (8.1 mosquitoes/trap/month) and September 2020 (5.1 mosquitoes/trap/month), all of which occurred in Section 9. The lowest mean number of mosquitoes caught per trap occurred in January 2021. No collections were conducted during April 2020 owing to COVID-19 restrictions.
Insecticide susceptibility tests
A total of 212 An. Arabiensis families were used for WHO susceptibility studies. According to the standardised method of interpreting insecticide susceptibility data20, female and male An. Arabiensis F1 samples showed signs of resistance to DDT deltamethrin, permethrin and bendiocarb, and full susceptibility to pirimiphos-methyl. These results were consistent across all three sections of Mamfene (Table 2 and Figure 3). There was no significant difference in DDT-induced mortality (Kruskal-Wallis ANOVA: p=0.63, F(237)=0.47, X2=0.97), deltamethrin-induced mortality (p=0.64, F(235)=0.45, X2=4.47) or bendiocarb-induced mortality (p=0.10, F(233)=2.43, X2=4.47) between the Mamfene sections. There was, however, a significant difference in permethrin-induced mortality (p<0.01, F(225)=6.34, X2=8.89), with Section 2 showing the lowest mortality, followed by Sections 9 and 8 (Figure 3).
Pre-exposure to the P450 synergist PBO caused a significant increase in permethrin-induced mortality in Sections 2 and 9, but not in bendiocarb-induced mortality in any of the sections. Pre-exposure to the general esterase synergist TPP also caused a significant increase in permethrin-induced mortality in all sections, and in bendiocarb-induced mortality in Sections 8 and 9 (Table 3). Median permethrin-induced mortality was significantly higher after pBo treatment (Mann-Whitney U=3, p=0.01, two-tailed) as well as after TPP treatment (Mann-Whitney U=0, p <0.01, two-tailed). PBO treatment did not result in a significant difference in bendiocarb-induced mortality (Mann-Whitney U=6, p=0.24, two-tailed). TPP treatment did, however, result in a significant increase in bendiocarb-induced mortality (Mann-Whitney U=2, p=0.03, two-tailed).
Discussion
Malaria vector surveillance in an elimination setting is specifically designed to collect information on a set of essential indicators - the most important being susceptibility to insecticides in those Anopheles populations implicated in disease transmission. Also important, therefore, are data on Anopheles species assemblages that can be used to assess malaria risk and receptivity, and to indicate which populations need to be prioritised for insecticide susceptibility assessments. This study presents a comprehensive survey of anopheline mosquitoes in northern KwaZulu-Natal Province and the most recent data on insecticide resistance in An. arabiensis, the primary vector of malaria there.
During the sampling period, 16 Anopheles species were collected. This level of diversity is comparable to a similar cross-seasonal anopheline survey conducted in the northern Kruger National Park where 9 Anopheles species were collected24, and in the Limpopo Province where 20 species were collected25. Anopheles arabiensis was the most abundant member of the An. gambiae complex while An. parensis predominated in collections of the An. funestus group. The high density of An. arabiensis observed in this survey tallies with previous studies conducted between 2014 and 2015.3 However, there was a notable difference in seasonal distribution between this study and a previous survey. The data presented here show higher numbers of An. arabiensis sampled during the winter months compared to the previous survey.3 This could be due to uninterrupted mosquito surveillance throughout the year, although surveillance was scaled down during winter and no sampling was conducted in April 2020 due to COVID-19 restrictions.
An interesting observation was the difference in trap productivity. Clay pots collected relatively high numbers of mosquitoes, re-emphasising their effectiveness as an Anopheles collection method. It is also notable that despite having access to only six disused tyres, these tyres collected over a third of the total collection, showing their potential as a sampling tool.
The perennial presence of the major vector An. arabiensis in northern KwaZulu-Natal indicates a high level of risk and receptivity to malaria. This receptivity is reinforced by the presence of secondary vectors such as An. vaneedeni, An. parensis, and An. merus, as well as several other Anopheles species that may also contribute to transmission, although none of the other species listed here have been directly implicated in malaria transmission in South Africa. Despite this high level of receptivity, malaria incidence in northern KwaZulu-Natal Province is currently very low, because of a scarcity of Plasmodium parasites for transmission, as a result of the IRS-based vector control programme and a well-developed case management system that includes active case detection in response to incidences of local transmission.
The continued presence of An. arabiensis in northern KwaZulu-Natal Province, despite a long history of IRS, may be attributable to the variable resting and feeding behaviours recorded for this species.6,7,26 Female An. arabiensis will take blood meals from humans, livestock animals (especially cattle), and game animals such as buffalo. An important indicator of variability is also rooted in the methods used to collect samples of this species. Although An. arabiensis has been collected indoors (and outdoors) at other localities such as Tanzania26, Ethiopia6 and Malawi7, all of the Plasmodium-infective An. arabiensis specimens collected in South Africa to date were found in outdoor-placed traps.3,4 We do not know whether these specimens acquired their human blood meals indoors or outdoors, but their inclination to rest outdoors presumably made them substantially less susceptible to the insecticide deposits on sprayed walls indoors. Anecdotal evidence gathered over the last decade and based on periodic indoor searches in northern KwaZulu-Natal Province, shows that the IRS programme is particularly effective at controlling indoor-resting Anopheles mosquitoes because they are seldom, if ever, found inside sprayed houses in northern KwaZulu-Natal.
Evidence of ongoing resistance to several classes of insecticides in An. arabiensis in northern KwaZulu-Natal Province is of concern. The frequencies of resistance are, however, low. Previous analysis shows that the pyrethroid-resistant phenotypes inherent in this population are of low intensity and are, therefore, highly unlikely to be operationally significant.17,20 These data also importantly show full susceptibility to pirimiphos-methyl, an insecticide that, along with DDT, is also indicated for use against pyrethroid-resistant An. funestus in southern Africa.2730
An assessment of resistance mechanisms can yield important information on where cross-resistances between insecticide classes are likely, and on how quickly resistance might develop to high levels in an affected vector population under selection pressure. The synergist data given here suggests that cytochrome P450s (oxygenases) and general esterases are at least partially responsible for the pyrethroid-and carbamate-resistant phenotypes, although these data need to be interpreted with caution. This is because of the low-resistance frequencies recorded and the fact that enzyme synergists will always enhance the toxicity of insecticides, even in non-resistant mosquitoes. Nevertheless, resistance mechanisms based on enzyme-mediated detoxification have the potential to reach high levels of intensity that can lead to control failure. This includes the high-intensity pyrethroid resistance in An. funestus that has previously undermined vector control in South Africa and Mozambique.2,13,16,31 Pyrethroid resistance in southern African populations of An. funestus is primarily based on P450 metabolism32,33, bolstered by increased production of glutathione-S-transferases that likely protect against the oxidative damage caused by pyrethroid insecticides34, and thickened cuticles that reduce the rate of insecticide absorption35.
Conclusion
The northern regions of KwaZulu-Natal Province remain receptive to malaria transmission despite ongoing control and elimination interventions. This receptivity is due to the perennial presence of the major vector An. arabiensis and other secondary vector species whose populations include outdoor-resting components that are less susceptible to control by indoor residual spraying. The continued detection of low-frequency insecticide resistance phenotypes in An. arabiensis is cause for concern, and it is recommended that populations of this and other vector species be periodically monitored for changes in resistance frequency and intensity going forward.
Acknowledgements
We acknowledge the KwaZulu-Natal Department of Health for their valuable support during fieldwork, and National Institute for Communicable Diseases Vector Control Laboratory staff and students who assisted with diagnostic work and mosquito rearing. The Jozini community is thanked for giving access to their households during mosquito sampling. This study was supported through a Bill and Melinda Gates Foundation grant (grant no. OPP1210314) and partly funded by the International Atomic Energy Agency under their Technical Cooperation Programme (SAF 5014/5017) and Research Contract No. 19099, South African National Research Foundation grants (grant no. 119765 and 107428) awarded to G.M., the Department of Science and Innovation Health Innovation Scheme, and a National Health Laboratory Service Research Trust award to B.D.B.
Competing interests
We have no competing interests to declare.
Authors' contributions
G.M. conceived and supervised the study, contributed to data analysis and reviewed the first and subsequent drafts of the manuscript. S.V.O. designed and performed the laboratory component of the study, analysed the data, and reviewed all manuscript versions. L.N.L. and Y.D.M. coordinated laboratory activities and reviewed the final draft of the manuscript. T.TM. participated in field data collection, mapped study sites and provided comments in the final version of the manuscript. N.M. and D.M.D. led field data collection and provided comments in the final version of the manuscript. M.Z., F.M., B.D.L., J.Z., A.B. and A.M. generated laboratory-based data. M.K. participated in field activities and provided comments on the final version of the manuscript. B.D.B. drafted the manuscript and critically revised the final draft. All authors read and approved the manuscript.
References
1. South African Department of Health. Malaria elimination strategic plan for South Africa 2019-2023 [document on the Internet]. c2019 [cited 2021 Jun 10]. Available from: https://www.nicd.ac.za/wp-content/uploads/2019/10/MALARIA-ELIMINATION-STRATEGIC-PLAN-FOR-SOUTH-AFRICA-2019-2023-MALARIA-ELIMINATION-STRATEGIC-PLAN-2019-2023.pdf [ Links ]
2. Hargreaves K, Koekemoer LL, Brooke BD, Hunt RH, Mthembu J, Coetzee M. Anopheles funestus resistant to pyrethroid insecticides in South Africa. Med Vet Entomol. 2000;14(2):181-189. https://doi.org/10.1046/j.1365-2915.2000.00234.x [ Links ]
3. Dandalo LC, Brooke BD, Munhenga G, Lobb LN, Zikhali J, Ngxongo SP et al. Population dynamics and Plasmodium falciparum (Haemosporida: Plasmodiidae) infectivity rates for the malaria vector Anopheles arabiensis (Diptera: Culicidae) at Mamfene, KwaZulu-Natal, South Africa. J Med Entomol. 2017;54(6):1758-1766. https://doi.org/10.1093/jme/tjx169 [ Links ]
4. Burke A, Dandalo L, Munhenga G, Dahan-Moss Y Mbokazi F, Ngxongo S, et al. A new malaria vector mosquito in South Africa. Sci Rep. 2017;7:43779. https://doi.org/10.1038/srep43779 [ Links ]
5. Burke A, Dahan-Moss Y Duncan F, Qwabe B, Coetzee M, Koekemoer L, et al. Anopheles parensis contributes to residual malaria transmission in South Africa. Malar J. 2019;18(1):257. https://doi.org/10.1186/s12936-019-2889-5 [ Links ]
6. Ameneshewa B, Service MW. Resting habits of Anopheles arabiensis in the Awash river valley of Ethiopia. Ann Trop Med Parasitol. 1996;90(5):515-521. https://doi.org/10.1080/00034983.1996.11813077 [ Links ]
7. Mburu MM, Zembere K, Mzilahowa T, Terlouw AD, Malenga T, Van den Berg H, et al. Impact of cattle on the abundance of indoor and outdoor resting malaria vectors in southern Malawi. Malar J. 2021;20(1):353. https://doi.org/10.1186/s12936-021-03885-x [ Links ]
8. Aranda C, Aponte JJ, Saute F, Casimiro S, Pinto J, Sousa C, et al. Entomological characteristics of malaria transmission in Manhica, a rural area in southern Mozambique. J Med Entomol. 2005;42(2):180-186. https://doi.org/10.1093/jmedent/42.2.180 [ Links ]
9. Mouatcho JC, Hargreaves K, Koekemoer LL, Brooke BD, Oliver SV, Hunt RH, et al. Indoor collections of the Anopheles funestus group (Diptera: Culicidae) in sprayed houses in northern KwaZulu-Natal, South Africa. Malar J. 2007;6:30. https://doi.org/10.1186/1475-2875-6-30 [ Links ]
10. Kamau L, Koekemoer LL, Hunt RH, Coetzee M. Anophelesparensis: The main member of the Anopheles funestus species group found resting inside human dwellings in Mwea area of central Kenya toward the end of the rainy season. J Am Mosq Control Assoc. 2003;19(2):130-133. [ Links ]
11. Gillies MT, Coetzee M. A supplement to the Anophelinae of Africa south of the Sahara. Johannesburg: South African Institute for Medical Research; 1987. [ Links ]
12. Raman J, Morris N, Frean J, Brooke B, Blumberg L, Kruger P et al. Reviewing South Africa's malaria elimination strategy (2012-2018): Progress, challenges and priorities. Malar J. 2016;15(1):438. https://doi.org/10.1186/s12936-016-1497-x [ Links ]
13. Brooke BD, Kloke G, Hunt RH, Koekemoer LL, Temu EA, Taylor ME, et al. Bioassay and biochemical analyses of insecticide resistance in southern African Anopheles funestus (Diptera: Culicidae). Bull Entomol Res. 2001;91(4):265-272. https://doi.org/10.1079/ber2001108 [ Links ]
14. Brooke B, Koekemoer L, Kruger P Urbach J, Misiani E, Coetzee M. Malaria vector control in South Africa. S Afr Med J. 2013;103(10 Pt 2):784-788. https://doi.org/10.7196/samj.7447 [ Links ]
15. Coetzee M, Kruger P Hunt RH, Durrheim DN, Urbach J, Hansford CF. Malaria in South Africa: 110 years of learning to control the disease. S Afr Med J. 2013;103(10 Pt 2):770-778. https://doi.org/10.7196/samj.7446 [ Links ]
16. Brooke BD, Robertson L, Kaiser ML, Raswiswi E, Munhenga G, Venter N, et al. Insecticide resistance in the malaria vector Anopheles arabiensis in Mamfene, KwaZulu-Natal. S Afr J Sci. 2015;111(11/12), Art. #2015-0261. http://dx.doi.org/10.17159/sajs.2015/20150261 [ Links ]
17. Venter N, Oliver SV Muleba M, Davies C, Hunt RH, Koekemoer LL, et al. Benchmarking insecticide resistance intensity bioassays for Anopheles malaria vector species against resistance phenotypes of known epidemiological significance. Parasit Vectors. 2017;10(1):198. https://doi.org/10.1186/s13071-017-2134-4 [ Links ]
18. 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(4):520-529. https://doi.org/10.4269/ajtmh.1993.49.520 [ Links ]
19. Hunt RH, Brooke BD, Pillay C, Koekemoer LL, Coetzee M. Laboratory selection for and characteristics of pyrethroid resistance in the malaria vector Anopheles funestus. Med Vet Entomol. 2005;19(3):271-275. https://doi.org/10.1111/j.1365-2915.2005.00574.x [ Links ]
20. World Health Organization (WHO). Test procedures for insecticide resistance monitoring in malaria vector mosquitoes. 2nd ed. Geneva: WHO; 2016. Available from: https://apps.who.int/iris/handle/10665/2506777search-result=true&query=Test+procedures+for+insecticide+resistance +monitoring+in+malaria+vector+mosquitoes&scope=&rpp=10&sort_ by=score&order=desc [ Links ]
21. Shapiro SS, Wilk MB. An analysis of variance test for normality (complete samples). Biometrika. 1965;52:591-611. https://doi.org/10.1093/biomet/52.3-4.591 [ Links ]
22. Kruskal WH, Wallis WA. Use of ranks in one-criterion variance analysis. J Am Stat Assoc. 1952;47(260):583-621. https://doi.org/10.1080/01621459.1952.10483441 [ Links ]
23. Mann HB, Whitney DR. On a test of whether one of two random variables is stochastically larger than the other. Ann Math Stat. 1947;18(1):50-60. https://doi.org/10.1214/aoms/1177730491 [ Links ]
24. Munhenga G, Brooke BD, Spillings B, Essop L, Hunt RH, Midzi S, et al. Field study site selection, species abundance and monthly distribution of anopheline mosquitoes in the northern Kruger National Park, South Africa. Malar J. 2014;13:27. https://doi.org/10.1186/1475-2875-13-27 [ Links ]
25. Braack L, Bornman R, Kruger T, Dahan-Moss Y Gilbert A, Kaiser M, et al. Malaria vectors and vector surveillance in Limpopo Province (South Africa): 1927 to 2018. Int J Environ Res Public Health. 2020;17(11):4125. https://doi.org/10.3390/ijerph17114125 [ Links ]
26. Charlwood JD, Kessy E, Yohannes K, Protopopoff N, Rowland M, LeClair C. Studies on the resting behaviour and host choice of Anopheles gambiae and An. arabiensis from Muleba, Tanzania. Med Vet Entomol. 2018;32(3):263-270. https://doi.org/10.1111/mve.12299 [ Links ]
27. Hunt R, Edwardes M, Coetzee M. Pyrethroid resistance in southern African Anopheles funestus extends to Likoma Island in Lake Malawi. Parasit Vectors. 2010;3:122. https://doi.org/10.1186/1756-3305-3-122 [ Links ]
28. Sande S, Zimba M, Chinwada P Masendu HT, Mazando S, Makuwaza A. The emergence of insecticide resistance in the major malaria vector Anopheles funestus (Diptera: Culicidae) from sentinel sites in Mutare and Mutasa Districts, Zimbabwe. Malar J. 2015;14:466. https://doi.org/10.1186/s12936-015-0993-8 [ Links ]
29. Chanda J, Saili K, Phiri F, Stevenson JC, Mwenda M, Chishimba S, et al. Pyrethroid and carbamate resistance in Anopheles funestus Giles along Lake Kariba in Southern Zambia. Am J Trop Med Hyg. 2020;103(2_Suppl):90-97. https://doi.org/10.4269/ajtmh.19-0664 [ Links ]
30. Wagman JM, Varela K, Zulliger R, Saifodine A, Muthoni R, Magesa S, et al. Reduced exposure to malaria vectors following indoor residual spraying of pirimiphos-methyl in a high-burden district of rural Mozambique with high ownership of long-lasting insecticidal nets: Entomological surveillance results from a cluster-randomized trial. Malar J. 2021;20(1):54. https://doi.org/10.1186/s12936-021-03583-8 [ Links ]
31. Riveron JM, Huijben S, Tchapga W, Tchouakui M, Wondji MJ, Tchoupo M, et al. Escalation of pyrethroid resistance in the malaria vector Anopheles funestus induces a loss of efficacy of piperonyl butoxide-based insecticide-treated nets in Mozambique. J Infect Dis. 2019;220(3):467-475. https://doi.org/10.1093/infdis/jiz139 [ Links ]
32. Amenya DA, Naguran R, Lo TC, Ranson H, Spillings BL, Wood OR, et al. Overexpression of a cytochrome P450 (CYP6P9) in a major African malaria vector, Anopheles funestus, resistant to pyrethroids. Insect Mol Biol. 2008;17(1):19-25. https://doi.org/10.1111/j.1365-2583.2008.00776.x [ Links ]
33. Riveron JM, Ibrahim SS, Chanda E, Mzilahowa T, Cuamba N, Irving H, et al. The highly polymorphic CYP6M7 cytochrome P450 gene partners with the directionally selected CYP6P9a and CYP6P9b genes to expand the pyrethroid resistance front in the malaria vector Anopheles funestus in Anopheles arabiensis Africa. BMC Genomics. 2014;15(1):817. https://doi.org/10.1186/1471-2164-15-817 [ Links ]
34. Oliver SV, Brooke BD. The role of oxidative stress in the longevity and insecticide resistance phenotype of the major malaria vectors and Anopheles funestus. PLoS ONE. 2016;11(3), e0151049. https://doi.org/10.1371/journal.pone.0151049 [ Links ]
35. Wood O, Hanrahan S, Coetzee M, Koekemoer L, Brooke B. Cuticle thickening associated with pyrethroid resistance in the major malaria vector Anopheles funestus. Parasit Vectors. 2010;3:67. https://doi.org/10.1186/1756-3305-3-67 [ Links ]
Correspondence:
Basil Brooke
Email: basilb@nicd.ac.za
Received: 15 July 2021
Revised: 16 Sep. 2021
Accepted: 05 Nov. 2021
Published: 29 Mar. 2022
EDITORS: Bettine van Vuuren © Sydney Moyo
FUNDING: Bill and Melinda Gates Foundation (OPP1210314); International Atomic Energy Agency Technical Cooperation Programme (SAF 5014/5017, research contract 19099); South African National Research Foundation (119765, 107428); Department of Science and Innovation Health Innovation Scheme; National Health Laboratory Service Research Trust