1. Introduction
The Chikungunya virus (CHIKV) a member of the Togaviridae Family and Alphavirus Genus, is an arbovirus responsible for chikungunya fever, a debilitating human disease marked by high fever and severe joint pain, often leading to long-lasting sequelae [
1,
2]. First identified during an epidemic in Tanzania, Africa, in 1952-1953, CHIKV has since caused outbreaks across Africa, Asia, Europe, and Oceania [
3]. Its introduction to the Americas occurred in 2013, reaching Brazil in 2014 and causing explosive outbreaks [
4].
In Brazil, the main vector for CHIKV is the
Aedes aegypti mosquito [
5,
6]. However, a single genetic mutation (CHIKV E1-226V) has enabled CHIKV adaptation to
Aedes albopictus, expanding the potential for epidemics in areas with low
Ae. aegypti infestation [
7]. Brazilian populations of
Ae. albopictus are highly competent for transmitting CHIKV [
8,
9] and have spread widely since their introduction in 1986 [
10,
11,
12]. Additionally, urban areas in Brazil are infested with
Culex quinquefasciatus, which has been found naturally infected by CHIKV [
6,
13,
14], although its vector competence is controversial [
15,
16].
The coexistence of these mosquito species in Brazilian cities raises concerns for public health authorities. Despite recommendations for integrated vector control measures, including chemical control [
17], the strategy predominantly relies on insecticides. However, the overuse of these chemicals has led to the selection of resistant
Ae. aegypti populations [
18,
19]. Although national governmental campaigns detected resistance to pyrethroids in all Brazilian regions and stopped employing this insecticide class since 1989 [
20], these chemicals are still highly used by household against indoors undesired insects, including mosquitoes, since they are less irritant to people and produce the rapid effect knockdown. This is likely the main reason of selection and spreading of mutations in the voltage-gated sodium channel gene (NaV), the pyrethroids target-site molecule, known as
kdr (knockdown resistant mutations) [
21]. There are at least two
kdr alleles widespread in
Ae. aegypti Brazilian populations: NaVR1 and NaVR2, respectively with one (F1534C) and three (V410L, V1016I and F1534C) [
22,
23] with the NaVR2 conferring higher levels of resistance [
24].
In early 2023, Minas Gerais (MG) experienced its largest CHIK outbreak on record, with 69,331 confirmed cases by October, surpassing totals for 2021 (5,557) and 2022 (13,148) [
25]. The Northern region of Minas Gerais, characterized by small municipalities with extensive rural areas, was severely affected, reporting 31,410 cases [
26]. This region, primarily composed of small municipalities (up to 60,000 inhabitants), [
27] faces economic challenges. Despite the magnitude of the outbreak, no entomological studies had been conducted in the region to identify the vectors responsible for transmission. This gap was partly due to logistical challenges and difficulties in locating infected mosquitoes [
28].
Hence, this study aimed to perform an entomological investigation using social media and citizen science [
29] - research conducted with participation from the general public - to identify suspected CHIKV cases. This approach optimizes efforts to determine the vectors responsible for transmission, infection rates, and the presence of insecticide resistance mutations.
3. Results
Between February 08 and March 30, 2023, we conducted visits to 40 houses across 13 neighborhoods in the city of Salinas, Minas Gerais state (
Figure 1). In total, 421 mosquitoes were captured, comprising 256
Cx. quinquefasciatus (mean 6.4 ± 6.2 per house) and 165
Ae. aegypti (mean 4.1 ± 4.6 per house) (
Table 1). Notably, no
Ae. albopictus specimens were captured during the sampling period (
Table 1). Mosquito bodies were grouped into 57 pools, all of which tested for the presence of DENV, ZIKV, and CHIKV RNA. All pools were negative for DENV and ZIKV. The total of 12 pools (10
Ae. aegypti: seven female and three male pools; and two
Cx. quinquefasciatus: one female and one male pools) tested positive for CHIKV (
Table 2).
The CT values of the positive pools ranged from 20.1 to 40.0 (
Table 2). These 12 CHIKV positive pools comprised 71 individuals (53
Ae. aegypti and
18 Cx. quinquefasciatus), whose heads were individually examined for the presence of CHIKV. Among these, viral RNA was detected in nine heads, all in
Ae. aegypti females, from six distinct pools, and with CT below 24.2 (
Table 2). Conversely, the heads from the CHIKV positive pools whose CT values exceeding 28.0, including the
Cx. quinquefasciatus pools (one male and one female pools), as well as four
Ae. aegypti pools (three males and one female pools), tested negative for CHIKV (
Table 2).
We obtained 247,073 mapped reads for the sample x-595 with coverage of 94.8% of the CHIKV genome, with a minimum depth of 20X and an average depth of 2,383.88. The Maximum Likelihood (ML) tree grouped these sequences with the CHIKV East South African (ECSA) genotype, clustering within the same clade as samples detected in São Paulo in 2021 (
Figure 3).
In total, 164
Ae. aegypti were genotyped to verify
kdr mutations. The most frequent genotype was the homozygous for the
kdr R2 allele, which contains the three
kdr SNPs (LIC) with 40.9%, followed by the heterozygous
kdr R1/R2 (VVC/LIC) with 32.3%, and the homozygous for the
kdr R1 (VVC/VVC) with 11.0% (
Table 3). This means that at least 84.2% presented a genotype compatible with pyrethroid resistance, and almost half of which would likely display higher levels of resistance (the homozygous
kdr R2/R2). Out of the 164 mosquitoes genotyped for the three SNPs, only three (1.8%) were homozygous for the wild-type NaVS allele (VVF). Taken together this reflects an ongoing selection pressure for pyrethroid resistance in
Ae. aegypti from Salinas. We also observed some uncommonly observed
kdr genotypes in 2% of the samples, to which allelic composition and the relationship with resistance phenotype deserve future investigation (
Table 3).
Among the nine individuals with detectable CHIKV RNA in their heads, five (55.5%) were R1R2, three (33.3%) R2R2, and one SR2. Although we did not have enough samples to compare the genotypic frequencies between positive and negative CHIKV samples, it was evidenced that there was no constraint for this virus to infect and disseminate in kdr mosquitoes.
4. Discussion
The CHIKV is an arbovirus capable of triggering explosive outbreaks, leading to significant social and economic impacts due to the prolonged clinical manifestations of the disease. Despite the absence of a vaccine, vector control remains the primary preventive measure against CHIKV. Therefore, identifying the vectors responsible for virus transmission and assessing insecticide resistance levels are crucial for understanding CHIK epidemiology and implementing effective control measures. In this study, Instagram - social media platform - proved to be a valuable tool contributing to the investigation of a CHIK outbreak, pointing Ae. aegypti as the main vector in Minas Gerais, Brazil.
The low diversity of intra domiciliary mosquitoes (
Cx. quinquefasciatus and
Ae. aegypti only) is consistent with the essentially urban and anthropophilic habitat of these vectors [
5,
35].
Ae. aegypti is the main vector of urban arboviruses, including Dengue, Zika, and Chikungunya, in Brazil. Notably,
Ae. aegypti was first documented with natural infection by CHIKV in 2017 in Brazil and the Americas, attributed to the ECSA genotype [
5], the same found in the present study. This finding aligns with the widespread prevalence of the ECSA genotype since its introduction in 2014 [
45], frequently detected in humans CHIK cases in Brazil [
46,
47], included those in the state of Minas Gerais [
48]. Despite its importance, there are few reports on genomic CHIKV surveillance in mosquitoes from Brazil [
6,
12,
13,
14,
49,
50,
51,
52]. Although a large proportion of CHIKV cases in this country have been reported in the Southeast region, the most Brazilian urbanized and densely populated region, this is the first detection of CHIKV in vectors from this region.
The elevated MIR observed in
Aedes aegypti (60.6), coupled with the low CTs obtained, are indicative of high viral RNA loads, underscoring the significant role of this species in the maintenance and transmission of CHIKV within Brazilian urban environments [
5,
6,
49]. Notably, viral RNA was detected in the heads of nine female mosquitoes, indicating viral dissemination and highlighting their potential as vectors. Furthermore, CHIKV RNA was also found in four
Ae. aegypti male pools, despite the higher CTs, suggesting potential transovarian or sexual transmission mechanisms, consistent with findings from previous studies [
6,
50]. Interestingly, CHIKV RNA was not detected in male heads from positive body pools, nor in female heads from one pool, suggesting limited viral dissemination in these specimens. Previous assessments of CHIKV vector competency have revealed that, despite their high vector competence and viral dissemination in secondary tissues such as wings and legs, certain individuals’ tissues or saliva may remain uninfected, potentially due to barriers in the midgut or salivary gland, which could impair viral spread [
8,
9,
53].
Despite the greater abundance of
Cx. quinquefasciatus within households, as previously demonstrated [
5,
6,
49,
54], its infection rate (MIR = 7.8) was substantially lower compared to
Ae. aegypti. Additionally, the CTs were notably high, approaching the limit of the assay detection. While Ribeiro Cruz et al. [
6] successfully isolated CHIKV from two pools of naturally infected female
Cx. quinquefasciatus, they could not determine vector competence as the RNA was extracted from whole-bodies macerates, thus preventing the assessment of possible viral migration to the salivary glands. Consequently, to date, no compelling evidence implicates this species in the transmission of CHIKV in Brazil, as we cannot eliminate the hypothesis that those positive female pools may have been infected through blood meal residues from viremic hosts. Similarly to
Ae. aegypti, the detection of a male
Cx. quinquefasciatus pool positive for CHIKV RNA suggests the potential for transovarian or sexual transmission, as previously suggested [
13,
14]. In Kenya, Lutomiah et al. [
15] proposed the involvement of
Cx. quinquefasciatus in CHIKV transmission based on the discovery of naturally infected mosquitoes and evidence of high vector competency in laboratory assays.
The well-established vector competence of Brazilian
Ae. albopictus populations for various CHIKV lineages [
8,
9], along with documented cases of natural infection [
14,
55], and its widespread distribution across the country [
10,
56], raise concerns regarding the potential for this species to serve as a vector in Brazil, as observed in other countries [
7,
57,
58]. In Salinas, this species has previously been identified in ovitraps placed in the peridomicile, particularly in residences near the riparian forests of the Salinas River [
59]. However, our study did not find
Ae. albopictus specimens indoors among the 40 sampled residences, suggesting its limited adaptation to indoor environments in this locality. In Brazil, these mosquitoes typically inhabit forest edges in transition areas (ecotones) between forests and urban landscapes, which makes this species a potential bridge vector for arboviruses between these environments [
60].
Insecticide resistance is a threat to the control of
Ae. aegypti globally, making the monitoring of susceptibility a primary necessity for chemical control sustainability [
61]. The surveillance of
kdr mutations can be used as an indirect indication of pyrethroid resistance, as they partially respond to this phenotype [
18]. Based on the
kdr genotyping, here we evidenced that the
Ae. aegypti population from Salinas is probably resistant to pyrethroids, with a high incidence of resistant genotypes. A previous study monitoring
kdr mutations across Brazil revealed that the
Ae. aegypti population from Montes Claros (located in the northern region of Minas Gerais, approximately 170 km away from our study area) already exhibited a high proportion (82,3%) of mosquitoes with resistant genotypes (R1R1, R1R2 and R2R2),22 quite similar to the 84.2% we currently found in
Ae. aegypti from Salinas. Importantly, our research demonstrated that the nine CHIKV-infected individuals presented a
kdr genotype, indicating that there are no constraints for the dissemination of this virus in
kdr mosquito organisms. Following the onset of the CHIK outbreak, health authorities implemented an
Ae. aegypti population control program, focusing on eliminating breeding sites and utilizing pyrethroid-based insecticides (such as Icon 2.5EW) through ultra-low volume spraying. Additionally, during mosquito sampling, we observed the widespread use of pyrethroid-based commercial insecticides, in numerous of the visited households. The sustained use of pyrethroids likely exerts selective pressure on resistant alleles/genotypes, thereby reducing the effect of chemical control efforts and potentially leading to the enhancement of outbreaks. Collectively, our findings underscore the imperative to invest in novel vector control strategies (such as Wolbachia-infected and transgenic mosquitoes), in increased efforts to stimulate entomological surveillance (including digital tools and citizen science initiatives), and in vaccine research to mitigate the risk of arboviral disease outbreaks.
Broadly defined, citizen science describes scientific investigations in which volunteers participate in scientific studies designed to answer real-world questions [
29]. Several studies have been focused on public engagement and contribution to the scientific process [
62,
63] and the use of social media has been promising in this process [
29,
64,
65,
66]. In this study, social media platform improved collection efforts increasing the probability of arbovirus detection. Recently, the integration of citizen science principles, alongside the utilization of smartphone applications and social media platforms, have emerged as pivotal tools in mosquito surveillance, vector-borne disease monitoring, and scientific knowledge dissemination [
67,
68,
69,
70,
71,
72,
73,
74]. Given the acknowledged shortcomings of conventional arbovirus surveillance and control methods, the adoption of these innovative tools and technologies is increasingly imperative.
While our study provided valuable new findings, it's crucial to acknowledge its limitations. Firstly, the focus on entomological investigations within households may not fully capture the diversity and dynamics of vector populations in peri-domestic and sylvatic environments. Additionally, while social media platforms facilitated to aspirate houses with suspected arboviral disease, relying solely on such platforms may introduce selection biases, as individuals with access to and familiarity with these platforms may differ from those who do not participate. Lastly, the geographical scope of the study was confined to one municipality in Minas Gerais, Brazil, limiting broader generalizations about CHIKV vector ecology and insecticide resistance patterns across different regions. Despite these limitations, our findings underscore the importance of innovative approaches, such as social media-driven citizen science, in bolstering entomological surveillance efforts and advancing our comprehension of arbovirus epidemiology and control strategies.
Author Contributions
Conceptualization, A.J.M. and F.V.S.A; methodology, P.A.A.S., C.H.O., L.P.B., T.J.T., I.A.C., I.A.F., A.O.F., G.B.P.,C.B.O., N.R.G., F.V.S.A.; software, R.M.S, F.I, N.R.G.; validation, A.J.M., B.M.O., G.B.P.; formal analysis, B.M.O., F.I, N.R.G., ; investigation, P.A.A.S., C.H.O., L.P.B., T.J.T., I.A.C., I.A.F., A.O.F., G.B.P.,C.B.O., N.R.G., W.M.M., D.C.C.C.; resources, B.M.R., F.S.C., P.M.R., A.J.M., F.I., F.V.S.A.; data curation, P.A.A.S., C.H.O., L.P.B., T.J.T., I.A.C., I.A.F., A.O.F., G.B.P., N.R.G. writing—original draft preparation, P.A.A.S.; C.H.O., F.S.C., F.V.S.A.; writing—review and editing, D.C.C.C., W.M.M., C.B.O., B.M.R., P.M.R., F.I. A.J.M.; visualization, R.M.S., N.R.G., F.I.; supervision, B.M.O., D.C.C.C., W.M.M., F.V.S.A.; project administration, P.M.R., F.S.C.,; funding acquisition, B.M.O., P.M.R. All authors have read and agreed to the published version of the manuscript.