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Article

Molecular Surveillance of Artemisinin-Resistant Plasmodium falciparum Parasites in Mining Areas of the Roraima Indigenous Territory in Brazil

by
Jacqueline de Aguiar-Barros
1,2,
Fabiana Granja
2,3,4,
Rebecca de Abreu-Fernandes
5,6,
Lucas Tavares de Queiroz
5,6,
Daniel da Silva e Silva
3,
Arthur Camurça Citó
7,
Natália Ketrin Almeida-de-Oliveira Mocelin
5,6,
Cláudio Tadeu Daniel-Ribeiro
5,6 and
Maria de Fátima Ferreira-da-Cruz
5,6,*
1
Malaria Control Center, Epidemiological Surveillance Department, General Health Surveillance Coordination, SESAU-RR, Roraima 69305-080, Brazil
2
Postgraduate Program in Biodiversity and Biotechnology–BIONORTE Network/Roraima Federal University (UFRR), Roraima 69310-000, Brazil
3
Biodiversity Research Centre, Roraima Federal University (UFRR), Roraima 69304-000, Brazil
4
Graduate Program in Natural Resources, Federal University of Roraima (UFRR), Roraima 69304-000, Brazil
5
Laboratório de Pesquisa em Malária, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro 21040-360, Brazil
6
Centro de Pesquisa, Diagnóstico e Treinamento em Malária (CPD-Mal)/Reference Center for Malaria in the Extra-Amazon Region of the Brazilian Ministry of Health, Fiocruz, Rio de Janeiro 21040-900, Brazil
7
Research Support Center in Roraima (NAPRR) of the National Institute for Amazonian Research (INPA), Roraima 69301-150, Brazil
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2024, 21(6), 679; https://doi.org/10.3390/ijerph21060679
Submission received: 15 April 2024 / Revised: 15 May 2024 / Accepted: 23 May 2024 / Published: 25 May 2024
(This article belongs to the Special Issue Epidemiology, Surveillance, and Control of Frontier Malaria)

Abstract

:
Multidrug- and artemisinin-resistant (ART-R) Plasmodium falciparum (Pf) parasites represent a challenge for malaria elimination worldwide. Molecular monitoring in the Kelch domain region (pfk13) gene allows tracking mutations in parasite resistance to artemisinin. The increase in illegal miners in the Roraima Yanomami indigenous land (YIL) could favor ART-R parasites. Thus, this study aimed to investigate ART-R in patients from illegal gold mining areas in the YIL of Roraima, Brazil. A questionnaire was conducted, and blood was collected from 48 patients diagnosed with P. falciparum or mixed malaria (Pf + P. vivax). The DNA was extracted and the pfk13 gene was amplified by PCR. The amplicons were subjected to DNA-Sanger-sequencing and the entire amplified fragment was analyzed. Among the patients, 96% (46) were from illegal mining areas of the YIL. All parasite samples carried the wild-type genotypes/ART-sensitive phenotypes. These data reinforce the continued use of artemisinin-based combination therapies (ACTs) in Roraima, as well as the maintenance of systematic monitoring for early detection of parasite populations resistant to ART, mainly in regions with an intense flow of individuals from mining areas, such as the YIL. This is especially true when the achievement of falciparum malaria elimination in Brazil is planned and expected by 2030.

1. Introduction

Plasmodium falciparum is the world’s leading and most lethal cause of malaria, making it one of the main challenges to global public health. In 2022, it was responsible for 97% (249 million) of cases and 95% (608,000) of deaths from malaria worldwide [1].
In the Americas region, P. falciparum was responsible for 28% of the total 552,000 cases in 2022. Venezuela, Brazil, and Colombia accounted for around 73% of malaria cases in this region [1]. In Brazil, this parasite was responsible for 15.92% of the 142,522 cases reported in the country in 2023, according to data from the Malaria Epidemiological Surveillance Information System (Sivep-Malaria) [2].
Roraima is one of the states that make up the Brazilian Amazon, where 99% of malaria cases occur [3]. According to Sivep-Malaria, the proportion of P. falciparum malaria in the state was 29% of the total of 34.555 malaria cases reported in 2023 [2].
In the global strategy to combat malaria, the World Health Organization (WHO) has presented targets for 2016 to 2030, including reducing malaria cases by at least 90% by 2030 and eliminating malaria in at least 35 countries [4]. In this context, Brazil launched the P. falciparum malaria elimination plan in 2015 and proposed eliminating malaria by 2035 in 2022. One of the intermediate targets of the Brazilian National Plan is the elimination of P. falciparum malaria by 2030 [5].
A major obstacle to eliminating malaria is the emergence of P. falciparum multidrug resistance [6]. In fact, in 1960, only a decade after starting large-scale use of chloroquine, P. falciparum resistance to this drug was detected in Colombia, Cambodia, and Thailand, and it spread rapidly to other endemic countries, including Brazil [7]. In the 1970s, the combination of sulphadoxine and pyrimethamine (SP) was introduced to treat P. falciparum infections in South America, but chemoresistance was also soon reported in Colombia, Brazil, Peru, Venezuela, and Bolivia [8,9,10,11]. In the 1980s, mefloquine (MQ) was proposed in Brazil as a therapeutic alternative for non-severe malaria, but soon MQ-resistant parasites were reported [12].
Following the reports of treatment failure and the spread of multidrug-resistant P. falciparum parasites, the WHO recommended ART-based combination therapies (ACTs) to treat uncomplicated P. falciparum malaria [13]. In addition, the use of ART as monotherapy for malaria treatment was suspended to prevent the emergence of drug resistance [14]. ACTs combine two active substances with different mechanisms of action: an ART derivative and another antimalarial drug. The first has a short plasma half-life (1 to 2 h) and aims to rapidly reduce the parasite biomass. The second antimalarial drug has a longer plasma half-life (days to weeks) and is designed to eliminate the remaining parasites [6,15].
The Brazilian National Malaria Control Program (PNCM) introduced treatment with ACTs for uncomplicated P. falciparum malaria in 2005, which led to an increasing decline in malaria in the Brazilian Amazon region [16]. The same epidemiological dynamic can be observed in other endemic countries worldwide [17].
The detection of ART resistance in Southeast Asia, first in Cambodia in 2008 and then in China, Vietnam, Thailand, and Myanmar, has highlighted an obstacle in the global malaria elimination effort [18]. The emergence of this resistance can be attributed to monotherapy with unregulated ART or artesunate (AS), which had been available in this region since the mid-1970s, as well as the availability of these drugs in the private health sector [19].
In 2010, a mutation associated with ART resistance was identified in Guyana, a South American country. Genomic analyses indicate that the mutation in Guyana did not spread from Southeast Asia but occurred independently [20].
The state of Roraima, together with the western part of Amapá, the northern Amazon, and Pará in Brazil, and the territories of Guyana, Suriname, French Guiana, Venezuela, and Colombia, is part of the Guiana Shield. This region is considered a potential source for the emergence of malaria resistance in South America, as the subsoil rich in gold and other minerals attracts prospectors to the indigenous forest areas and, therefore, is increasing the size of the human population [21,22,23].
In the last decade, the proportion of P. falciparum infections in Roraima has increased significantly, probably due to delayed diagnosis and treatment of Venezuelan migrants and gold miners living in illegal mining areas in the YIL [24]. In addition, Venezuela’s economic collapse led to a shortage of antimalarial drugs and the search for treatment in neighboring countries, particularly Brazil, increasing imported malaria cases, including P. falciparum infections [25].
In Roraima, there was a 44% rise in malaria cases in 2020 [24]. In the same year, illegal mining in the YIL increased by 30%. More than half (52%) of the mines in this region are located on the Uraricoera River, but mines have also been found on the banks of the Mucajaí, Couto de Magalhães, Parima, and Catrimani rivers [26].
The mines are located in isolated forest areas without access to diagnosis and treatment by the Brazilian Unified Health System (SUS). For this reason, miners with a fever tend to take antimalarials of dubious or even illegal origin to avoid having to stop mining. This scenario may favor the selection of ART-resistant parasites and underlines the need for molecular surveillance of antimalarial resistance in this region [24,27,28].
Surveillance of molecular markers of antimalarial resistance is an important strategy for detecting treatment failure and should be implemented to detect resistant parasites early and prevent their spread [29,30,31]. In 2014, mutations in the propeller domain of the Kelch 13 gene on chromosome 13 (pfk13) were associated with delayed elimination of parasites in vitro and in vivo, and this molecular marker has been used for global surveillance of artemisinin resistance (ART-R) [6,32]. The following mutations have been validated by in vitro and in vivo studies: C580Y, R561H, R539T, I543T, P553L, M476I, N458Y, Y493H, F446I, and P574L. The mutations P441L, T449A, C469F/Y, A481V, R515K, P527H, N537I/D, G538V, V568G, R622I, and A678V are considered ART-R molecular markers. In addition, less common pfk13 variants such as K479I, G533A, R575K, M579I, D584V, P667T, F673I, and H719N have also been associated with delayed parasite elimination [6].
Considering that the future efficacy of ACTs is endangered by the emergence of resistance artemisinin, this study aims to investigate single nucleotide polymorphisms (SNPs) associated with P. falciparum ART-R in the pfk13 gene in the state of Roraima.

2. Materials and Methods

The study site was the municipality of Boa Vista (2°49′10″ N and 60°40′23″ W, the capital of Roraima, which is located in the far north of Brazil and is the only capital above the equator [33]. Almost the entire Roraima state is part of the Guiana Shield, along with the western part of Amapá and the northern parts of the Amazonas and Pará in Brazil. In addition to Brazil, Guyana, Suriname, French Guiana, southern Venezuela, and eastern Colombia comprise the Guiana Shield. There is an intense migratory flow of miners in this Shield and C580Y and R539T mutations in the pfk13 gene have already been identified in Guyana [20] (Figure 1).
According to estimates by the Brazilian Institute of Geography and Statistics (IBGE), the city currently has 436,591 inhabitants and is home to 67% of the state’s population. It borders the municipalities of Normandia, Pacaraima, and Amajari to the north; Mucajaí and Alto Alegre to the south; Bonfim, Cantá, and Normandia to the east; and the municipality of Alto Alegre to the west.
Boa Vista is home to the state’s most sought-after public health institutions. The two health facilities with the highest number of malaria reports, according to Sivep-Malaria, were selected as sample collection sites: Emergency Service Cosme e Silva and Basic Health Unit Sayonara Maria Dantas, located in the West Zone of the city (Figure 2). This urban area has the highest employment density, 70% of the city’s 56 neighborhoods, and most of the population has a low monthly income. The West Zone emerged in the 1990s due to interregional migration flows, rural exodus and gold prospectors who moved to Boa Vista after mining was banned in the early 1990s [34]. The samples were collected from December 2021 to June 2022, during the transition period from the rainy to the dry season, when the mosquito population increases seasonally [34].
This study was approved by the Research Ethics Committee of the Federal University of Roraima (CEP/UFRR): CAAE 24122619.6.0000.5302, on 17 March 2020. Participants signed an informed consent form (ICF) to participate in this study. Individuals over the age of 18 who had been diagnosed with P. falciparum or mixed malaria (P. vivax + P. falciparum) by a thick blood smear were included. Those excluded from this study were children under 18, indigenous villagers, individuals who could not read, and those who refused to sign the informed consent form. Participants in this study were asked questions related to the individual and the disease. Blood was collected by venipuncture of 5 mL of peripheral blood. Part of the blood (around 50 microliters) was transferred directly from the syringe to filter paper (Whatman 903 Protein Saver Cards, Merck (Sigma), Darmstadt, Germany) and the rest was placed in a vacutainer tube containing EDTA (Becton, Dickinson & Company, Franklin Lakes, NJ, USA).
The samples were transported to the Molecular Biology Laboratory of the Biodiversity Research Center of the Roraima Federal University. The tubes containing blood were centrifuged at 3000× g for 10 min to remove the plasma. The “red blood cell concentrate” (containing leukocytes and platelets) was added to the cryopreservation solution glycerolyte 57 (Baxter Inc., Illinois, USA) volume by volume (v/v), followed by the aliquoting of each sample. The aliquots with the cryopreservation solution were stored at −20 °C until DNA extraction.
Deoxyribonucleic acid (DNA) was extracted using the column technique (centrifugation method), using the QIAamp DNA blood mini kit (Qiagen, Hilden, Germany), according to the manufacturer’s instructions, from 500 µL of the “red blood cell concentrate”.
The pfk13 gene fragment was amplified by nested polymerase chain reaction (PCR) [35]. The following primers were used in the first reaction: K13 F: 5′CGGAGTGACCAAATCTGGGA3′ and K13 R: 5′GGGAATCTGGTGGTAACAGC3′.
A mixture of PCR reagents was prepared with 13.75 µL of ultrapure water, 5 µL Taq 5× hotfirepol®, (Solis, Tartu, Estonia), 0.625 µL of each of the primers (10 pmol), and 5 µL of the P. falciparum DNA sample was added to each mixture. The PCR conditions in the thermal cycler were as follows: initialization at 95 °C for 15 min; 30 cycles of denaturation at 95 °C for 30 s, annealing of the primers at 58 °C for 2 min, and extension at 72 °C for 2 min; and final elongation at 72 °C for 10 min.
The following primers were used for the second PCR: K13 N_F: 5′GCCTTGTTGAAAGAAGCAGA3′ and K13 N_R: 5′GCCAAGCTGCCATTCATTTG3′. A mixture was prepared with 37.5 µL ultrapure water, 10 µL Taq 5× hotfirepol®, 1.25 µL of each of the primers (10 pmol), and 5 µL of the first PCR amplified product was added to each mixture. The PCR conditions were as follows: initialization at 95 °C for 15 min; 40 cycles of denaturation at 95 °C for 30 s; annealing at 60 °C for 1 min and extension at 72 °C for 1 min; and final elongation at 72 °C for 10 min.
The final 849 base pairs (bp) amplified product (amplicon) was analyzed after electrophoresis in a 2% agarose gel, stained with Bluegreen (LGC), using a DNrBio-Imagining System/Model: MiniBIS Pro (UV) photo-documentation system (DNR, Jerusalem, Israel). A 100 bp molecular weight marker was used to check the size of the fragments (Figure 3).
The amplicons were purified using the Wizard® Kit, according to the manufacturer’s instructions. The sequencing reaction was carried out using the Big Dye kit® Terminator Cycle Sequencing Ready Reaction version 3.1 (Applied Biosystems, Carlsbad, CA, USA), according to the manufacturer’s instructions. The amplicons were subjected to Sanger-type sequencing using capillary electrophoresis on the ABI PRISM DNA Analyzer 3730 (Applied Biosystems, Carlsbad, CA, USA) of the PDTIS/Fiocruz genomic platform and ABI PRISM DNA Analyzer 3500 (Applied Biosystems, Carlsbad, CA, USA) of the LabMol/CBio/UFRR.
The entire amplified fragment DNA sequence (codons 427 to 709) was analyzed using the ClustalW multiple sequence aligner in the BioEdit® version 7.7.1 software (North Carolina State University, Raleigh, NC, USA), using the prototype 3D7 as the reference sequence (GenBank PF3D7_1343700: Reference 000002765 Plasmodium falciparum Genome Sequencing Consortium, release date: PlasmoDB # 29, 2016-october-12, available in https://www.ncbi.nlm.nih.gov/nuccore/).
The maps were created using the QGIS program version 3.28.10. Mining areas in Roraima were obtained from Mapbiomas [36]. The geopolitical limits of Brazil and the indigenous lands were accessed on the IBGE website [37].

3. Results

A total of 53 samples were collected, 42 from P. falciparum and 11 from mixed P. falciparum + P. vivax malaria infections. Of the total samples collected, 83% (44) were from men, ages 18 to 55, with a median of 36 years. Regarding the main activity performed 15 days before the symptoms, 96% (51) of participants reported mining and only 4% (02) agriculture. Detailed epidemiological information on these patients has recently been published [38].
Approximately 97% (48) of the samples were amplified by nested PCR for the pfk13 gene, and all amplicons were purified and sequenced. Of the total sequenced samples, 46 (96%) were from patients reporting mining activity, and only 2 (4%) were from those who reported agricultural activities. The mines were mainly located in the YIL in the municipalities of Alto Alegre (40) and Mucajaí (5) (Figure 4). In addition, one participant came from gold mines in Itaituba/PA (1). The patients who reported working in agriculture were likely infected in the municipalities of Caracaraí (1) and Alto Alegre (1).
After aligning the nucleotide sample sequences with the 3D7 P. falciparum reference genome strain (PF3D7_1343700), no mutations were found in the pfk13 gene, neither in the codons associated with ART-R nor in the other codons analyzed. Thus, in the amplified fragment, all P. falciparum sequence samples were identical to the wild-type 3D7 reference sequence (Figure 5).

4. Discussion

It is known that gold miners are considered at risk for malaria and that P. falciparum is widely distributed in several gold mining regions, especially in the Guiana Shield [23,39], where conditions are favorable for the selection of antimalarial-resistant parasites.
Slow elimination of the parasite after treatment with ACT characterizes partial resistance to ART. In the Brazilian endemic areas, parasites in the blood on day 3 (D3) after the start of therapy (D0) are rare in patients treated with ACT. Therefore, assessing P. falciparum clearance on D3 after initiation of treatment is an important parameter for monitoring ART-R [6]. However, in the present study, participants’ parasitemia was not assessed on day D3 after starting treatment with ACT because it was difficult to follow the vast majority of participants, who were miners that traveled to Boa Vista only for diagnosis and returned to the mines in YIL just after receiving the medication.
In recent years, illegal mining has increased in Roraima in the YIL, mainly in Mucajaí, Uraricoera, Catrimani, and Parima river areas. More than half (52%) of the total area damaged by mining is concentrated along the Uraricoera River [26]. Access routes to the mining areas are mainly via the rivers and forest areas of the municipalities of Alto Alegre, Amajari, Mucajaí, Caracaraí, and Iracema, or by plane via clandestine airstrips hidden in rural areas. The gold miners in this region do not have access to malaria diagnosis and treatment through the SUS, which is exclusively for the indigenous peoples living there [24]. Therefore, to avoid losing working days through travel to distant cities, gold miners buy the drug Artecom® (dihydroartemisinin-piperaquine; Chongqing Tonghe Pharmaceutical Co. Ltd., Chongqing, China), which is not registered in Brazil and enters illegally through the Suriname, Guyana and French Guiana borders. They claimed that a single dose of this drug relieves the symptoms for a few days even though it cannot clear all the parasites. Then, this indiscriminate drug use makes miners a risk group for selecting P. falciparum parasites resistant to ART [39].
Currently, the only treatment for P. falciparum malaria is the ACTs. Consequently, the emergence of resistance to ART would have a devastating impact on the global goal of malaria elimination. It could also lead to the risk of selecting resistant parasites against partner drugs [6,40].
Molecular surveillance of pfk13 helix domain polymorphism in endemic countries can play an important role in early warning of ART-R parasites [6,23,41,42]. The C580Y mutation in the pfk13 gene is relevant for molecular surveillance of ART resistance in Southeast Asia [18,43]. This mutation is present in the vast majority of resistant parasites in Cambodia and reaches a prevalence of up to 70% at the border between Thailand and Myanmar [6]. In 2010, the C580Y mutation was also identified in 5% (5/98) of parasite samples from Guyana [20]. The appearance of this mutation in South America raised the question of whether there would be a risk of mutant alleles spreading to different hotspots in the Amazon basin through intensive migration across the Venezuela, Guyana, and Brazil borders as a result of illegal gold mining. However, between 2016 and 2017, the prevalence of this allele decreased to 1.6% (14/864) [42]. The in vitro competitive co-cultivation of pfk13 mutant (C580Y and R539T) and non-mutant parasites from Guyana showed that the mutants have a growth deficit compared to the non-mutant wild parasites [42]. This disadvantage in the fitness of the ART-R mutant parasite could be one of the reasons why these pfk13 gene mutants have not been fixed and, thus, have not spread from Guyana to neighboring countries in recent years [42]. However, we must bear in mind that the risk of the spread of such mutants in the Amazon basin, especially those from the Guiana Shield, is proportional to the intensity of mining activities whose main migration patterns include Venezuela, Guyana, and the state of Roraima in Brazil [23].
The World Health Organization drew attention to the presence of P. falciparum parasites carrying the C580Y mutation in infected Chinese travelers in Equatorial Guinea and Ghana upon their return to their country and hypothesized that these mutations were likely to have originated in Africa rather than Southwest Asia, but there was no evidence that this mutation had spread to parasite populations in African areas [6,44]. In fact, non-synonymous pfk13 mutations are present at low frequencies in Africa [40,45]. Of the 35 non-synonymous mutations detected on that continent, the R561H was the most frequent, followed by A578S, which appears to be the most prevalent worldwide [40,45,46,47]. The R539T and P553L variants were identified in a sample from Angola, and the M476I in a sample from Equatorial Guinea [46]. R561H, M579I, and C580Y mutations can confer in vitro artemisinin resistance in African parasites [45].
Although 97% of the samples in our study came from individuals infected in mining areas, all sequences analyzed showed non-mutated/wild-type genotypes in the helix–loop domain of pfk13. This finding corroborates a study carried out in Roraima, which also described the absence of polymorphisms in the pfk13 gene in parasite samples collected between 2016 and 2017 in the municipalities of Boa Vista, Pacaraima, and Rorainópolis [48].
Samples of P. falciparum from the Brazilian Amazon basin collected between 1984 and 2011, i.e., in the period before and after the introduction of ART treatment in Brazil, also showed no mutations in the pfk13 gene [41], as reported in more recent studies in this region [49,50].
In 2013, the mutant pfk13 A481V parasite, which is associated with delayed elimination of P. falciparum in patients in Southeast Asia [51], was detected in one of the 575 samples of P. falciparum malaria from Manaus/Brazil, but without clinical signs of ART-R [23]. The A504D mutation observed in 2018 in Colombia also did not lead to ART-R phenotypes [51]. Thus, further work is needed before these mutations can be considered markers for chemoresistance to ART in samples from South America.
As the P413A mutation in the BTB/POZ domain of the pfk13 gene was recently identified in parasites from an African isolate of P. falciparum subjected to ART in vitro pressure [52], we intend to investigate mutations in the BTB/POZ domain, in addition to those here investigated in the pfk13 gene helix domain [53].
Finally, considering that the pfCoronin gene is the main driver of reduced susceptibility to ART in Senegalese parasites developed in vitro [54], we intend to extend our investigations to this gene, due to the possibility of synergism with pfk13 in cases of partial resistance to ART [54,55].

5. Conclusions

Given the results of this study, treatment with ART derivatives can continue to be used as the first-line treatment for P. falciparum malaria in Brazil. We recommend continuing molecular surveillance to track ART resistance in Roraima, as mutant parasites could be introduced and/or selected due to the influx of miners into the Guiana Shield, which consists of Brazil, French Guiana, Suriname, Guyana, Venezuela, and Colombia.

Author Contributions

Conceptualization: J.d.A.-B., M.d.F.F.-d.-C., F.G.; Data curation: J.d.A.-B., D.d.S.e.S., A.C.C.; Formal analysis: J.d.A.-B., M.d.F.F.-d.-C., F.G., R.d.A.-F., L.T.d.Q., N.K.A.-d.-O.M.; Funding acquisition: M.d.F.F.-d.-C., F.G.; Investigation: J.d.A.-B., D.d.S.e.S., M.d.F.F.-d.-C.; Methodology: J.d.A.-B., D.d.S.e.S., R.d.A.-F., L.T.d.Q., M.d.F.F.-d.-C., F.G.; Project administration: J.d.A.-B., M.d.F.F.-d.-C., F.G.; Resources: M.d.F.F.-d.-C., C.T.D.-R., F.G.; Software: J.d.A.-B., A.C.C.; Supervision: M.d.F.F.-d.-C., F.G.; Writing—original draft: J.d.A.-B., M.d.F.F.-d.-C., F.G.; Writing—review and editing: M.d.F.F.-d.-C., C.T.D.-R., F.G., N.K.A.-d.-O.M., R.d.A.-F., L.T.d.Q. All authors have read and agreed to the published version of the manuscript.

Funding

This work was funded by the National Council for Scientific and Technological Development (CNPq), the Department of Science and Technology in Health/Ministry of Health (DECIT/MS) # 402675/2018-5, the Oswaldo Cruz Foundation (Fiocruz) # PAEF3 - IOC-008-FIO-22-2-60, the Carlos Chagas Filho Foundation for Research Support in the State of Rio de Janeiro (FAPERJ) # 260003/001169/2020, the Health Surveillance Secretariat/Ministry of Health (SVS/MS) # TED 60/2018, and the Federal University of Roraima—# 60/2022—PRPPG (UFRR). MFFC and CTDR are supported by CNPq, Brazil, through Research Productivity Fellowships # 315727/2021-7, and are “Scientists of Our State” of Faperj.

Institutional Review Board Statement

The Research Ethics Committee of the Federal University of Roraima (CEP/UFRR) approved this study on 17 March 2020, CAAE 24122619.6.0000.5302.

Informed Consent Statement

Informed consent was obtained from all subjects involved in this study.

Data Availability Statement

The original data (sequences) presented in the study are openly available (deposited) in Genbank™ with accession numbers PP584057-PP584104.

Acknowledgments

We thank all the patients who volunteered to participate in this study. We thank Hugo Almeida for his support in collecting samples and Jener Franco and José Carlos Nascimento for transporting the team to the field. We thank the Municipal Malaria Coordination of Boa Vista, the General Health Surveillance Coordination, the Department of Epidemiological Surveillance, and the State Malaria Control Centre for their logistical support. We thank the students and technical staff of LaBMol/CBio/UFRR and the Malaria Research Laboratory/FIOCRUZ for their support in laboratory analysis, as well as the microscopists in the malaria rooms at the Sayonara Health Unit and Cosme e Silva Emergency Room.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. World Health Organization. World Malaria Report 2022; World Health Organization: Geneva, Switzerland, 2023. [Google Scholar]
  2. Brazil. Ministry of Health. Data for Citizens from the Sivep-Malaria, Sinan and E-SUS-VS Data Sources, for Notifications in Brazil from 2007 to 2023. Available online: https://public.tableau.com/app/profile/mal.ria.brasil/viz/Dadosparacidado_201925_03_2020/Incio (accessed on 13 April 2024).
  3. Brazil Ministry of Health. Health Surveillance Secretariat. In Epidemiological Bulletin—Malaria 2021; Ministry of Health: Brasília, Brazil, 2022. [Google Scholar]
  4. World Health Organization. Global Technical Strategy For Malaria 2016–2030; World Health Organization: Geneva, Switzerland, 2015. [Google Scholar]
  5. Eliminate Malaria Brazil: National Malaria Elimination Plan; Brazil, Ministry of Health, Health Surveillance Secretariat, Department of Immunization and Communicable Diseases: Brasília, Brazil, 2022; 60p.
  6. World Health Organization. Artemisinin Resistance and Artemisinin-Based Combination Therapy Efficacy; World Health Organization: Geneva, Switzerland, 2018. [Google Scholar]
  7. Payne, D. Spread of chloroquine resistance in Plasmodium falciparum. Parasitol. Today 1987, 3, 241–246. [Google Scholar] [CrossRef] [PubMed]
  8. Cortese, J.F.; Caraballo, A.; Contreras, C.E.; Plowe, C.V. Origin and dissemination of Plasmodium falciparum drug-resistance mutations in South America. J. Infect. Dis. 2002, 186, 999–1006. [Google Scholar] [CrossRef] [PubMed]
  9. Griffing, S.M.; Mixson-Hayden, T.; Sridaran, S.; Alam, M.T.; McCollum, A.M.; Cabezas, C. South American Plasmodium falciparum after the malaria eradication era: Clonal population expansion and survival of the fittest hybrids. PLoS ONE 2011, 6, e23486. [Google Scholar] [CrossRef] [PubMed]
  10. Sridaran, S.; Rodriguez, B.; Soto, A.M.; Macedo De Oliveira, A.; Udhayakumar, V. Molecular analysis of chloroquine and sulfadoxine-pyrimethamine resistance-associated alleles in Plasmodium falciparum isolates from Nicaragua. Am. J. Trop. Med. Hyg. 2014, 90, 840–845. [Google Scholar] [CrossRef]
  11. Pelleau, S.; Moss, E.L.; Dhingra, S.K.; Volney, B.; Casteras, J.; Gabryszewski, S.J. Adaptive evolution of malaria parasites in French Guiana: Reversal of chloroquine resistance by acquisition of a mutation in pfcrt. Proc. Natl. Acad. Sci. USA 2015, 112, 11672–11677. [Google Scholar] [CrossRef] [PubMed]
  12. Cerutti, C., Jr.; Durlacher, R.R.; de Alencar, F.E.; Segurado, A.A.; Pang, L.W. In vivo efficacy of mefloquine for the treatment of Falciparum malaria in Brazil. J. Infect. Dis. 1999, 180, 2077–2080. [Google Scholar] [CrossRef]
  13. Tchekounou, C.; Zida, A.; Zongo, C.; Soulama, I.; Sawadogo, P.M.; Guiguemde, K.T. Antimalarial drugs resistance genes of Plasmodium falciparum: A review. Ann. Parasitol. 2022, 68, 215–225. [Google Scholar] [PubMed]
  14. Newton, P.N.; Dondorp, A.; Green, M.; Mayxay, M.; White, N.J. Counterfeit artesunate antimalarials in southeast Asia. Lancet 2003, 362, 169. [Google Scholar] [CrossRef]
  15. Ouji, M.; Augereau, J.M.; Paloque, L.; Benoit-Vical, F. Plasmodium falciparum resistance to artemisinin-based combination therapies: A sword of Damocles in the path toward malaria elimination. Parasite 2018, 25, 24. [Google Scholar] [CrossRef]
  16. Lapouble, O.M.M.; Santelli, A.C.F.S.; Muniz-Junqueira, M.I. Epidemiological situation of malaria in the Brazilian Amazon region, 2003 to 2012. Rev. Panam. Salud Publica 2015, 38, 4. [Google Scholar]
  17. Ward, K.E.; Fidock, D.A.; Bridgford, J.L. Plasmodium falciparum resistance to artemisinin-based combination therapies. Curr. Opin. Microbiol. 2022, 69, 102193. [Google Scholar] [CrossRef] [PubMed]
  18. Straimer, J.; Gnädig, N.F.; Witkowski, B.; Amaratunga, C.; Duru, V.; Ramadani, A.P. Drug resistance. K13-propeller mutations confer artemisinin resistance in Plasmodium falciparum clinical isolates. Science 2015, 347, 428–431. [Google Scholar]
  19. Yeung, S.; Van Damme, W.; Socheat, D.; White, N.J.; Mills, A. Access to artemisinin combination therapy for malaria in remote areas of Cambodia. Malar. J. 2008, 7, 96. [Google Scholar] [CrossRef] [PubMed]
  20. Chenet, S.M.; Okoth, S.A.; Huber, C.S.; Chandrabose, J.; Lucchi, N.W.; Talundzic, E.; Krishnalall, K.; Ceron, N.; Musset, L.; de Oliveira, A.M.; et al. Independent Emergence of the Plasmodium falciparum Kelch Propeller Domain Mutant Allele C580Y in Guyana. J. Infect. Dis. 2016, 213, 1472–1475. [Google Scholar] [CrossRef] [PubMed]
  21. Heemskerk, M.; Duijves, C. Small-scale gold mining and conflict in Suriname. In Small-Scale Gold Mining in the Transboundary Areas of Brazil, Suriname and French Guiana; Social and Environmental Issues; United Nations Development Programme: Report Paramaribo, Suriname, 2011; pp. 85–101. [Google Scholar]
  22. Douine, M.; Musset, L.; Corlin, F.; Pelleau, S.; Pasquier, J.; Mutricy, L. Prevalence of Plasmodium spp. in illegal gold miners in French Guiana in 2015: A hidden but critical malaria reservoir. Malar. J. 2016, 15, 315. [Google Scholar] [CrossRef] [PubMed]
  23. Mathieu, L.C.; Singh, P.; Monteiro, W.M.; Magris, M.; Cox, H.; Lazrek, Y. Kelch13 mutations in Plasmodium falciparum and risk of spreading in Amazon basin countries. J. Antimicrob. Chemother. 2021, 76, 2854–2862. [Google Scholar] [CrossRef] [PubMed]
  24. De Aguiar Barros, J.; Granja, F.; Pequeno, P.; Marchesini, P.; Ferreira da Cruz, M.F. Gold miners augment malaria transmission in indigenous territories of Roraima state, Brazil. Malar. J. 2022, 21, 358. [Google Scholar] [CrossRef] [PubMed]
  25. Recht, J.; Siqueira, A.M.; Monteiro, W.M.; Herrera, S.M.; Herrera, S.; Lacerda, M.V.G. Malaria in Brazil, Colombia, Peru and Venezuela: Current challenges in malaria control and elimination. Malar. J. 2017, 16, 273. [Google Scholar] [CrossRef] [PubMed]
  26. Yanomami, H.A.; Wnasseduume, A. Amazonia; Hutukara Associação Yanomami & Associação Wanasseduume Ye’kwana: Boa Vista, Roraima, Brazil, 2021; 52p. [Google Scholar]
  27. Nacher, M.; Guérin, P.J.; Demar-Pierre, M.; Djossou, F.; Nosten, F.; Carme, B. Made in Europe: Will artemisinin resistance emerge in French Guiana? Malar. J. 2013, 12, 152. [Google Scholar] [CrossRef]
  28. Yan, S.D.; Orkis, J.; Khan Sohail, S.; Davis, T.; Storey, J.D. Digging for care-seeking behaviour among gold miners in the Guyana hinterland: A qualitative doer non-doer analysis of social and behavioural motivations for malaria testing and treatment. Malar. J. 2020, 19, 235. [Google Scholar] [CrossRef]
  29. Mvumbi, D.M.; Kayembe, J.M.; Situakibanza, H.; Bobanga, T.L.; Nsibu, C.N.; Mvumbi, G.L. Falciparum malaria molecular drug resistance in the Democratic Republic of Congo: A systematic review. Malar. J. 2015, 14, 354. [Google Scholar] [CrossRef]
  30. Costa, G.L.; Amaral, L.C.; Fontes, C.J.F.; Carvalho, L.H.; de Brito, C.F.A.; de Sousa, T.N. Assessment of copy number variation in genes related to drug resistance in Plasmodium vivax and Plasmodium falciparum isolates from the Brazilian Amazon and a systematic review of the literature. Malar. J. 2017, 16, 152. [Google Scholar] [CrossRef]
  31. Pan American Health Organization. Manual de Referencia Para la Vigilancia, El Seguimiento y La Evaluación de La Malaria; Pan American Health Organization: Washington, DC, USA, 2018. [Google Scholar]
  32. Pacheco, M.A.; Forero-Peña, D.A.; Schneider, K.A.; Chavero, M.; Gamardo, A.; Figuera, L.; Kadakia, E.R.; Grillet, M.; Oliveira-Ferreira, J.; Escalante, A. Malaria in Venezuela: Changes in the complexity of infection reflects the increment in transmission intensity. Malar. J. 2020, 19, 176. [Google Scholar] [CrossRef] [PubMed]
  33. de Sales, H.J.; Oliveira, I.A.D.; Galdino, L.K.A. Production of urban space in Boa Vista, RR: From planning to “disordered” expansion. Terra Livre 2022, 1, 6. [Google Scholar]
  34. Barros, F.S.M.; Horório, N.A. Man biting rate seasonal variation of malaria vectors in Roraima, Brazil. Memórias Do Inst. Oswaldo Cruz 2007, 102, 299–302. [Google Scholar] [CrossRef] [PubMed]
  35. Ariey, F.; Witkowski, B.; Amaratunga, C.; Beghain, J.; Langlois, A.C.; Khim, N.; Kim, S. A molecular marker of artemisinin-resistant Plasmodium falciparum malaria. Nature. 2014, 505, 50–55. [Google Scholar] [CrossRef] [PubMed]
  36. MapBiomas Project—Collection 7.0 of the 2021 Annual Series of Land Use and Coverage Maps of Brazil. Available online: https://brasil.mapbiomas.org/colecoes-mapbiomas/. (accessed on 1 September 2023).
  37. IBGE—Brazilian Institute of Geography and Statistics. Vectors of Geopolitical Limits, of Indigenous Lands. Available online: https://www.ibge.gov.br/geociencias/downloads-geociencias.html (accessed on 1 September 2023).
  38. De-Aguiar-Barros, J.; Silva, D.S.; Citó, A.C.; Peterka, C.; Ferreira-da-Cruz, M.F. A snapshot of a representative Brazilian state of illegal mining in indigenous areas during the era of malaria elimination. CSP 2024, in press. [Google Scholar]
  39. Murta, F.L.G.; Marques, L.L.G.; Santos, A.P.C.; Batista, T.S.B.; Mendes, M.O.; Silva, E.D. Perceptions about malaria among Brazilian gold miners in an Amazonian border area: Perspectives for malaria elimination strategies. Malar. J. 2021, 20, 286. [Google Scholar] [CrossRef]
  40. Rosenthal, P.J.; Asua, V.; Conrad, M.D. Emergence, transmission dynamics and mechanisms of artemisinin partial resistance in malaria parasites in Africa. Nat. Rev. Microbiol. 2024, 6, 373–384. [Google Scholar] [CrossRef] [PubMed]
  41. Inoue, J.; Jovel, I.; Morris, U.; Aydin-Schmidt, B.; Islam, A.; Segurado, A.C. Absence of Plasmodium falciparum K13 Propeller Domain Polymorphisms among Field Isolates Collected from the Brazilian Amazon Basin between 1984 and 2011. Am. J. Trop. Med. Hyg. 2018, 99, 1504–1507. [Google Scholar] [CrossRef]
  42. Mathieu, L.C.; Cox, H.; Early, A.M.; Mok, S.; Lazrek, Y.; Paquet, J.C.; Ade, M.P.; Lucchi, N.W.; Grant, Q.; Udhayakumar, V.; et al. Local emergence in Amazonia of Plasmodium falciparum k13 C580Y mutants associated with in vitro artemisinin resistance. eLife 2020, 9, e51015. [Google Scholar] [CrossRef]
  43. Hassett, M.R.; Roepe, P.D. Origin and Spread of Evolving Artemisinin-Resistant Plasmodium falciparum Malarial Parasites in Southeast Asia. Am. J. Trop. Med. Hyg. 2019, 101, 1204–1211. [Google Scholar] [CrossRef]
  44. Huang, F.; Yan, H.; Xue, J.B.; Cui, Y.W.; Zhou, S.S.; Xia, Z.G.; Abeyasinghe, R.; Ringwald, P.; Zhou, X.N. Molecular surveillance of pfcrt, pfmdr1 and pfk13-propeller mutations in Plasmodium falciparum isolates imported from Africa to China. Malar. J. 2021, 20, 73. [Google Scholar] [CrossRef] [PubMed]
  45. Stokes, B.H.; Dhingra, S.K.; Rubiano, K.; Mok, S.; Straimer, J.; Gnädig, N.F.; Deni, I.; Schindler, K.A.; Bath, J.R.; Ward, K.E.; et al. Plasmodium falciparum K13 mutations in Africa and Asia impact artemisinin resistance and parasite fitness. eLife 2021, 10, e66277. [Google Scholar] [CrossRef] [PubMed]
  46. Rodrigues, A.B.B.; de Abreu-Fernandes, R.; Neto, Z.; Jandondo, D.; Almeida-de-Oliveira, N.K.; de Lavigne Mello, A.R.; Morais, J.; Daniel-Ribeiro, C.T.; Menard, D.; Ferreira-da-Cruz, M.F. Pfkelch13 Plasmodium falciparum Mutations in Huambo, Angola. Pathogens 2022, 11, 554. [Google Scholar] [CrossRef]
  47. Lucchi, N.W.; Abdallah, R.; Louzada, J.; Udhayakumar, V.; Oliveira-Ferreira, J. Molecular Surveillance for Polymorphisms Associated with Artemisinin-Based Combination Therapy Resistance in Plasmodium falciparum Isolates Collected in the State of Roraima, Brazil. Am. J. Trop. Med. Hyg. 2020, 102, 310–312. [Google Scholar] [CrossRef] [PubMed]
  48. Gomes, L.R.; Lavigne, A.; Peterka, C.L.; Brasil, P.; Ménard, D.; Daniel-Ribeiro, C.T.; Ferreira-da-Cruz, M.F. Absence of K13 Polymorphism in Plasmodium falciparum from Brazilian Areas Where the Parasite Is Endemic. Antimicrob. Agents Chemother. 2018, 62, e00354-18. [Google Scholar] [CrossRef]
  49. Itoh, M.; Negreiros do Valle, S.; Farias, S.; Holanda de Souza, T.M.; Rachid Viana, G.M.; Lucchi, N. Efficacy of Artemether-Lumefantrine for Uncomplicated Plasmodium falciparum Malaria in Cruzeiro do Sul, Brazil, 2016. Am. J. Trop. Med. Hyg. 2018, 98, 88–94. [Google Scholar] [CrossRef]
  50. WWARN K13 Genotype-Phenotype Study Group. Association of mutations in the Plasmodium falciparum Kelch13 gene (Pf3D7_1343700) with parasite clearance rates after artemisinin-based treatments-a WWARN individual patient data meta-analysis. BMC Med. 2019, 17, 1. [Google Scholar]
  51. Olivera, M.J.; Guerra, A.P.; Cortes, L.J.; Horth, R.Z.; Padilla, J.; Novoa, J.; Ade, M.P.; Ljolje, D.; Lucchi, N.W.; Marquiño, W.; et al. Artemether-Lumefantrine Efficacy for the Treatment of Uncomplicated Plasmodium falciparum Malaria in Choco, Colombia after 8 Years as First-Line Treatment. Am. J. Trop. Med. Hyg. 2020, 102, 1056–1063. [Google Scholar] [CrossRef]
  52. Owoloye, A.; Olufemi, M.; Idowu, E.T.; Oyebola, K.M. Prevalence of potential mediators of artemisinin resistance in African isolates of Plasmodium falciparum. Malar. J. 2021, 20, 451. [Google Scholar] [CrossRef] [PubMed]
  53. Paloque, L.; Coppée, R.; Stokes, B.H.; Gnädig, N.F.; Niaré, K.; Augereau, J.M.; Fidock, D.A.; Clain, J.; Benoit-Vical, F. Mutation in the Plasmodium falciparum BTB/POZ Domain of K13 Protein Confers Artemisinin Resistance. Antimicrob. Agents Chemother. 2022, 66, e0132021. [Google Scholar] [CrossRef] [PubMed]
  54. Ullah, I.; Farringer, M.A.; Burkhard, A.Y.; Hathaway, E.; Willett, B.C.; Khushu, M. Artemisinin resistance mutations in Pfcoronin impede hemoglobin uptake. bioRxiv 2023, arXiv:bioRxiv:2023.12.22.572193. [Google Scholar]
  55. Demas, A.R.; Sharma, A.I.; Wong, W.; Early, A.M.; Redmond, S.; Bopp, S.; Neafsey, D.E.; Volkman, S.K.; Hartl, D.L.; Wirth, D.F. Mutations in Plasmodium falciparum actin-binding protein coronin confer reduced artemisinin susceptibility. Proc. Natl. Acad. Sci. USA 2018, 115, 12799–12804. [Google Scholar] [CrossRef]
Figure 1. Location of Roraima in the Guiana Shield and mutations in the pfk13 gene (C580Y and R539T) in Guyana. Maps were produced by the authors.
Figure 1. Location of Roraima in the Guiana Shield and mutations in the pfk13 gene (C580Y and R539T) in Guyana. Maps were produced by the authors.
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Figure 2. Maps showing the location of Boa Vista, the urban areas, and the study areas. The maps were created by the authors.
Figure 2. Maps showing the location of Boa Vista, the urban areas, and the study areas. The maps were created by the authors.
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Figure 3. Representative illustration of a 2% agarose gel highlighting the amplicons from pfk13 nested PCR. Legend: MW = Molecular Weight (100 bp), PC = Positive Control, PS = Positive Sample, NC = Negative Control. Image taken by the authors.
Figure 3. Representative illustration of a 2% agarose gel highlighting the amplicons from pfk13 nested PCR. Legend: MW = Molecular Weight (100 bp), PC = Positive Control, PS = Positive Sample, NC = Negative Control. Image taken by the authors.
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Figure 4. Origins of the samples, locations of the mines, rivers, Yanomami indigenous land, municipalities of infection, the Guiana Shield, and the study site. Map made by the authors.
Figure 4. Origins of the samples, locations of the mines, rivers, Yanomami indigenous land, municipalities of infection, the Guiana Shield, and the study site. Map made by the authors.
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Figure 5. Alignment of pfk13 gene sample sequences. SNPs associated with ART resistance are highlighted in red. The red rectangle at the beginning of the sequence corresponds to the primer sequences. Each color represents one amino acid.
Figure 5. Alignment of pfk13 gene sample sequences. SNPs associated with ART resistance are highlighted in red. The red rectangle at the beginning of the sequence corresponds to the primer sequences. Each color represents one amino acid.
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MDPI and ACS Style

de Aguiar-Barros, J.; Granja, F.; de Abreu-Fernandes, R.; de Queiroz, L.T.; da Silva e Silva, D.; Citó, A.C.; Mocelin, N.K.A.-d.-O.; Daniel-Ribeiro, C.T.; Ferreira-da-Cruz, M.d.F. Molecular Surveillance of Artemisinin-Resistant Plasmodium falciparum Parasites in Mining Areas of the Roraima Indigenous Territory in Brazil. Int. J. Environ. Res. Public Health 2024, 21, 679. https://doi.org/10.3390/ijerph21060679

AMA Style

de Aguiar-Barros J, Granja F, de Abreu-Fernandes R, de Queiroz LT, da Silva e Silva D, Citó AC, Mocelin NKA-d-O, Daniel-Ribeiro CT, Ferreira-da-Cruz MdF. Molecular Surveillance of Artemisinin-Resistant Plasmodium falciparum Parasites in Mining Areas of the Roraima Indigenous Territory in Brazil. International Journal of Environmental Research and Public Health. 2024; 21(6):679. https://doi.org/10.3390/ijerph21060679

Chicago/Turabian Style

de Aguiar-Barros, Jacqueline, Fabiana Granja, Rebecca de Abreu-Fernandes, Lucas Tavares de Queiroz, Daniel da Silva e Silva, Arthur Camurça Citó, Natália Ketrin Almeida-de-Oliveira Mocelin, Cláudio Tadeu Daniel-Ribeiro, and Maria de Fátima Ferreira-da-Cruz. 2024. "Molecular Surveillance of Artemisinin-Resistant Plasmodium falciparum Parasites in Mining Areas of the Roraima Indigenous Territory in Brazil" International Journal of Environmental Research and Public Health 21, no. 6: 679. https://doi.org/10.3390/ijerph21060679

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