Background
Malaria is one of the most prevalent vector-borne diseases in sub-Saharan Africa. According to the 2020 World Malaria Report, about 384,000 people in this region succumbed to the disease in the year 2019, most of them being children aged five years and below, and expectant mothers. Kenya accounted for 1% of deaths due to malaria globally [
1]. Efforts towards malaria elimination in Kenya are focused on vector control and case management. The primary tools for malaria vector control in the country are Indoor Residual Spraying (IRS) and Long-Lasting Insecticidal Nets (LLINs). These interventions have been in use in the country for over twenty years, but their scaled-up utilization was only initiated in the 2000s. Insecticide-treated nets (ITNs) are distributed through ante-natal and child welfare clinics, comprehensive care clinics, designated rural shops, retail outlets and mass campaigns [
2]. Kenya, being one among the countries most affected by the disease is listed under the US Government’s President’s Malaria Initiative (PMI) as a focus country for IRS- with the aim of limiting exposure to malaria vectors and reducing disease incidence and prevalence [
3]. A number of studies show that the combined use of IRS and LLINs have led to a significant reduction in malaria morbidity and mortality in the country [
4,
5]. However, these gains could be watered down by shifts in vector behaviour and the development of resistance to insecticides by the
Anopheles mosquito vectors of malaria, coupled with resistance to anti-malarial drugs by
Plasmodium parasites that cause the disease.
Genetic markers have been used for characterization of the molecular basis of insecticide resistance. Knockdown resistance (
kdr) and acetylcholinesterase-1 (
ace-1R) are single nucleotide polymorphic-type and restriction fragment length polymorphic-type biochemical markers, respectively, which detect changes in the amino acid sequence that brings about refractoriness to specific insecticides.
Kdr for instance, confers resistance to pyrethroid and DDT insecticides, and is usually as a result of either a serine or a phenylalanine amino acid substituting a Leucine amino acid at locus 1014 of the voltage gated sodium channel gene (
Vgsc) resulting in either an L1014S (
Vgsc-1014S) or L1014F (
Vgsc-1014F) mutation [
6]. The
ace-1
R mutation causes resistance to carbamates and organophosphates and results from a point mutation at 1ocus 119 where guanine is replaced with serine amino acid hence denoted as the G119S mutation [
7]. The 2La inversion, denoted as 2La/2La, is one of the alternative arrangements of genes on the left arm of chromosome 2 and is a molecular marker associated with adaptation to different microclimates, desiccation resistance and mosquito behaviours [
8]. Other arrangements include the standard arrangement and the heterokaryotype arrangement denoted as 2L+
a/2L+
a and 2La/2L+
a, respectively. While
Anopheles arabiensis is fixed for this inversion karyotype,
Anopheles gambiae remains highly polymorphic for the inversion. Since the different karyotypes are associated with different ecological conditions, the polymorphic
An. gambiae has the advantage of ecological plasticity and this explains why it is widespread in Africa [
9]. Genetic markers of insecticide resistance provide early warning of possible control failure in the future thereby enhancing the ability to cushion the possible negative effects of resistance on malaria vector control.
Resistance to various insecticides has been reported from multiple sites in Kenya [
10]. It is likely that malaria incidence and mortality could substantially increase if insecticide resistance is left unchecked. Already, a rise in malaria prevalence has been reported at the Kenyan Coast even with the current malaria control strategies in place [
11]. Indeed, insecticide resistance is one of the contributing factors towards the rise of malaria in areas where malaria prevalence had previously declined [
12]. It is for this reason that the World Health Organization (WHO) through the Global Plan for Insecticide Resistance Management (GPIRM) calls upon the global malaria community to take urgent action to prevent an increase in insecticide resistance with the goal of ensuring that available vector control interventions remain effective. Insecticide resistance surveillance and management of any emerging resistance is a key strategy within this plan [
13]. Understanding insecticide resistance mechanisms is vital for the rational management of insecticide resistance as it allows informed choice of replacement insecticides and their effective deployment [
14]. In this study, we analysed
An. arabiensis and
An. gambiae mosquitoes sampled from selected sites in Kenya for the presence of two mutations associated with insecticide resistance. The first was the G119S (Glycine to Serine amino acid) mutation in the Acetylcholinesterase 1 (AChE-1) gene that is associated with resistance to organophosphate and carbamate insecticides [
15]. The second was the L1014S or L1014F (Leucine to Serine or Leucine to Phenylalanine substitution) mutation at position 1014 of the voltage-gated sodium channel gene, that is associated with resistance to pyrethroids and organochlorines [
16]. In addition,
An. gambiae mosquitoes were analysed for the presence of the 2La chromosomal inversion that has been shown to be associated with an increased propensity for resting indoors at night where a saturation deficit exists [
17]. This was so as to gain insights on behavioural adaptations that may impact the effectiveness of vector control interventions.
Discussion
This study screened malaria vectors from selected sites in Kenya for the presence of the kdr and ace-1R insecticide resistance markers, and 2La chromosomal inversion which has been associated with mosquito resting behaviour. It also sought to establish whether there is an association between markers of insecticide resistance and the 2La inversion and thus infer whether mosquito resting behaviour is associated with insecticide resistance. The study found an absence of the ace-1R mutation in all the populations studied and a great variation in allele frequencies of kdr and inversion 2La across the sites. An association between the 2La inversion marker and the kdr-east mutation marker was observed.
A proper understanding of malaria vector species composition and other dynamics in a population informs the choice of vector control interventions with the greatest likelihood of success. This study reports sympatric occurrence of
An. gambiae and
An. arabiensis in Migori, Baringo and Tana River counties at varying frequencies, two species that have been described as the most efficient vectors of malaria [
22]. Co-existence of several species of a complex in the same environment has previously been reported in many settings [
23,
24]. In Kenya,
An. gambiae is known to be common in western region [
25‐
27]. This is reflected in Migori County in the western region where
An. gambiae was found to occur in higher frequencies compared to the other study sites. The predominance of
An. arabiensis in Kirinyaga and Baringo counties has been observed in previous studies which describe this sibling species as a dominant vector of the Central and Rift valley regions [
28‐
30]. In Kirinyaga, only
An. arabiensis was found. It is likely that this species is less affected by pyrethroid treated nets commonly used in the county as it preferentially feeds on cattle and is less endophilic [
31,
32]. This gives it a competitive advantage over
An. gambiae, which is endophagic, anthropophagic and endophilic in nature and is thus thought to be potentially killed by LLINs [
33,
34]. Failure of a small number of the samples to amplify as either of the two sibling species could have been because of poor DNA quality or extremely low DNA concentrations. It is also possible that these samples belonged to other sibling species not targeted by the primers used in molecular identification. To ascertain the position, further testing with the relevant primers is necessary.
The 2La inversion is an important component of the natural malaria transmission system as it influences vector resting behaviour and susceptibility to
Plasmodium [
35]. In their studies for instance, Petrarca and Beier [
36] observed that
An. gambiae having the standard 2L+
a/2L+
a karyotype were more susceptible to
Plasmodium infection compared to those with the inverted 2La/2La homokaryotype. Since mosquitoes bearing the 2L+
a arrangement are behaviourally more exophilic, the finding that they are more
Plasmodium-susceptible suggests the risk of their forming reservoirs of consistent outdoor malaria transmission. The 2La inversion has been associated with a higher propensity for indoor resting and a high frequency of this inversion in certain
An. gambiae populations would thus mean that vector control applications targeting the indoor space would be more effective against such populations. The arid conditions of Baringo and Tana River seem to favour the occurrence of the 2La inversion, a situation which has been found to be the case in other studies [
17,
22]. The high frequencies of the 2La inversion in these two regions suggest that most of the
An. gambiae mosquitoes in these two regions remain inside human dwellings after blood feeding, consistent with known resting behaviour patterns of this species [
37‐
39]. The implication of this observation is that vector control interventions that target indoor spaces, such as LLINs and IRS would be effective against
An. gambiae in these regions. However, the decision on the choice of the intervention would need to be balanced against the fact that
An. gambiae constituted only a small proportion of mosquitoes found in the study areas, with the outdoor resting
An. arabiensis predominating.
Associations between inversion polymorphisms and insecticide resistance genes have previously been documented whereby loci within the inversion region on the left arm of chromosome 2 were found to be associated with insecticide resistance [
39]. Although the
kdr mutation is not located within the 2La inversion region, there is a significant association between the
kdr-east mutation and the 2La inversion associated with indoor resting. This suggests that
An. gambiae mosquitoes harbouring the
kdr-east mutation still have a higher propensity to rest indoors suggesting that behavioural resistance may not be an important factor in this study population.
The
kdr vgsc-1014S and
vgsc-1014F alleles were found to occur both in
An. gambiae and
An. arabiensis. This observation is similar to other studies [
6,
40] suggesting that both species have received exposure to vector control insecticides that cause selection pressure for knock-down resistance. The variation in frequency of these
kdr mutations in
An. gambiae and
An. arabiensis could be due to environmental and behavioural attributes of these vector species [
41]. Some mosquito breeding sites may for example, contain natural xenobiotics which larvae feed on. These compounds have been found to have an impact on the response of mosquitoes to pyrethroids through affecting mosquito metabolism which might also cross-select resistance mechanisms to pyrethroids thus modulating their insecticide tolerance [
42,
43]. Outdoor feeding and resting are some behavioural attributes by which a species avoids contact with insecticides [
44,
45]. Traits like these eventually influence the development of insecticide resistance and the frequency of
kdr and other mutations associated with resistance. While some studies have reported the occurrence of
vgsc-1014S in East Africa only [
46,
47] and
vgsc-1014F in West Africa only [
47], others have reported the co-occurrence of both alleles in these regions [
10,
48]. The
vgsc-1014F allele was first documented in the country in 2012 [
6] several years after its first report in West Africa. Other East African countries that have reported occurrence of the
vgsc-1014F mutation include Uganda [
49], Tanzania [
50], Ethiopia [
51] and Sudan [
52]. Failure of the two mutations to comply with their geographical stratification as previously described indicate major shifts in
kdr allele frequencies in malaria endemic countries and suggests gene flow between West Africa and East Africa [
47,
53]. Although in the current study the
vgsc-1014F mutation occurred at a very low frequency in Migori County, in concordance with previous studies [
6,
41,
54], its presence in East Africa suggests that it is spreading. However, its occurrence remains widespread in West Africa [
41].
In this study, we report the presence of the
vgsc-1014S allele in Kirinyaga, Central Kenya which was not found in previous studies conducted in the region [
55]. Although the allele was found at low frequencies in the current study, there is a possibility that frequencies could increase as a result of insecticide pressure from treated bed nets used as vector control tools in the area [
56]. This would have a negative impact on pyrethroid vector control on this site. A possible explanation for the absence of
kdr alleles in Tana River is that there is not a high enough buildup of insecticidal pressure to drive resistance genes. Some of the communities living in this region are nomadic pastoralists [
57] and it is likely that their temporary house structures do not favor consistent deployment of insecticidal nets [
58,
59]. Furthermore, the additional control methods relied upon such as burning cow dung and herbs to keep mosquitoes off houses have no insecticidal properties. The frequencies of
vgsc-1014S in Baringo and Kirinyaga although low present a risk to the continued efficacy of pyrethroid-based vector control interventions. In Migori, the
vgsc-1014S allele frequency was as high as 65.6% and is likely attributing to selection pressure by historic intensive pyrethroid spray programmes in the area. Having been classified as a stable malaria endemic county, Migori remained under intense pyrethroid-based IRS from the year 2010 to 2012 supported by the U.S. President Malaria Initiative [
60]. Past plus present heavy use of pyrethroid-treated nets that are routinely distributed freely through antenatal and child welfare care clinics and mass campaigns are also likely contributing factors. Frequencies of the
kdr mutations are likely to continue increasing and spreading in field mosquito populations as long as pyrethroid insecticide pressure from agricultural pesticides, bed nets and other interventions is present. This is likely to pose a great challenge to the effectiveness of control interventions that employ this insecticide class and others with the same mode of action. To counter this and preserve the efficacy of pyrethroid-based control interventions, there is need for the judicious use of insecticides, such as rotation in time and space of insecticides with different modes of action or their simultaneous use as mixtures [
61].
The
ace-1R mutation was absent in the study populations. Although this mutation has been reported in several studies in West [
41,
62] and Central Africa [
63], there are no reports of its existence in Kenya. There is however need for monitoring the presence of this mutation especially in areas where organophosphates and carbamates may be in use for other purposes, such as in agricultural pests control [
64]. The potential for this resistance mechanism to rapidly spread in
An. gambiae was demonstrated through studies by Djogbénou et al. [
62], in which a laboratory strain of
An. gambiae homozygous for the
ace-1R mutation and code-named AcerKis was developed through introgression of the mutation from the insecticide-resistant
An. gambiae (from Bobo-Dioulasso region of Burkina Faso) into the insecticide susceptible
An. gambiae Kisumu strain in 2002. The absence of the
ace-1R allele in this study and the observed moderate phenotypic resistance to organophosphates and carbamates in the country [
65,
66] may be associated with a metabolic resistance mechanism, such as overexpression of non-specific esterases (NSE) and elevation of detoxification enzymes.
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