Abstract
Background
Worldwide, the highest malaria mortality is due to Plasmodium falciparum infection. However, other species of Plasmodium (Plasmodium vivax, Plasmodium ovale, Plasmodium malariae, and Plasmodium knowlesi) can also cause malaria. Therefore, accurate identification of malaria species is crucial for patient management and epidemiological surveillance. This study aimed to determine the different Plasmodium species causing malaria in children under 5 years old in two provinces (Kinshasa and North Kivu) of the Democratic Republic of Congo (DRC).
Methods
From October to December 2015, a health-facility based cross-sectional study was conducted in General Reference Hospitals in Kinshasa and North Kivu. Four hundred and seven blood samples were collected from febrile children aged ≤ 5 years. Nested polymerase chain reaction assays were performed for Plasmodium species identification.
Results
Out of 407 children, 142 (34.9%) were infected with Plasmodium spp. and P. falciparum was the most prevalent species (99.2%). Among those infected children, 124 had a mono infection with P. falciparum and one with P. malariae. Mixed infections with P. falciparum/P. malariae and P. falciparum/P. vivax were observed in 6 (1.5%) and 8 (2.0%) children, respectively. The prevalence of infection was higher in females (64.8%) than in males (35.2%), p < 0.001. The age-specific distribution of infection showed that children of less than 2 years old were less infected (18.4%) compared to those aged above 2 years (81.6%), p < 0.001.
Conclusion
Although this study showed clearly that the most prevalent species identified was P. falciparum, the findings demonstrate the existence of non-falciparum malaria, especially P. malariae and P. vivax among children aged ≤ 5 years living both Kinshasa and North Kivu Provinces in DRC.
Keywords: Plasmodium falciparum, Plasmodium malariae, Plasmodium vivax, Plasmodium ovale, Plasmodium knowlesi, Kinshasa, North Kivu, Democratic Republic of Congo
Background
Malaria is the major cause of morbidity and mortality in many tropical and sub-tropical countries, with half of the world’s population at risk [1]. Malaria is caused by parasites of the genus Plasmodium [2], among which five species are known to infect humans: Plasmodium falciparum, Plasmodium malariae, Plasmodium ovale, Plasmodium vivax and Plasmodium knowlesi.
Plasmodium falciparum is responsible for major morbidity and for mortality due to severe clinically forms [3]. However, non-falciparum malaria is also found in sub-Saharan Africa, representing < 10% of the cases [4]. Despite control measures, malaria-related morbidity and mortality remain significantly high in many developing countries, preventing many school children from attending school due to illness, diminishing their capacity to realise their full potential and continues to have a severe socioeconomic impact on their populations [5, 6]. Plasmodium vivax has been reported from time to time in populations in sub-Saharan Africa, especially when polymerase chain reaction (PCR) assays have been used [7, 8], but vivax malaria is generally considered to be uncommon in sub-Saharan Africa, because a high proportion of the population has Duffy negative red cells, which cannot be invaded by P. vivax. Plasmodium ovale and P. malariae are relatively common in many parts of East and West Africa causing a significant proportion of febrile malaria episodes [9] and asymptomatic infections. In the context of globalization, implying movement of population from a place to another, and environment changes, the epidemiology of Plasmodium species is subject to change. Since anti-malarial treatments depend of the parasite causing the disease, the monitoring of the distribution of Plasmodium species is essential [10, 11]. In the Democratic Republic of Congo (DRC), malaria is one of the leading causes of death, especially in children of less than 5 years of age and P. falciparum represent the main species responsible of morbidity and mortality [12]. Others Plasmodium species have been reported in DRC, but these observations were based on microscopy, not always appropriate for species distinction.
The aim of the present study was to determine Plasmodium species distribution using sensitive methods, such as molecular techniques, in samples coming from two DRC provinces (Kinshasa and North Kivu).
Methods
Study sites
Kinshasa Province is an urban area in the western DRC, which hosts up 15% of the DRC’s 79 million people [13]. Kinshasa has a tropical wet and dry climate. Its lengthy rainy season spans from October through May, with a relatively short dry season, between June and September (Fig. 1). Malaria prevalence is diverse given the geographical make-up of the city, with densely populated areas separated by large semi-rural areas, and with some of the areas completely rural in nature [12]. Recently, the prevalence of malaria was fund to be around 11.9% in children 6–59 months, and as high as 31.7% in semi-rural areas of the city [12].
North Kivu province is located in the eastern DRC. This province is mountainous, including a large portion of the Virunga National Park (Fig. 1). Some parts are forested, others are mostly savanna with occasional trees. The soil in the south is generally rich and fertile. The climate is temperate and wet in the mountains, with temperatures between 3 and 18 °C. Since 1992, the population has suffered from ongoing violent conflict between different rebel groups and government troops. Between 2009 and 2012, the cumulative number of malaria cases has never exceeded 40,000 per year, but in 2013 there was an increase of malaria cases among children of less than 5 years of age [14].
Study design
From October to December 2015, a cross sectional study was conducted in Kinshasa and North Kivu provinces in the DRC. Febrile children aged ≤ 5 years, seeking care for suspected malaria at the selected General Reference Hospitals, were systematically enrolled, once written consent was obtained and subject eligibility assessed.
Sample collection
Blood samples were obtained from finger prick, collected on filter paper (Whatman No 1), dried, stored in individual plastic bags with desiccant and, then transferred to the National Institute for Biomedical Research in Kinshasa for molecular work.
DNA extraction
DNA extraction from the blood spots on filter paper was carried out according to the protocol of Musapa et al. [15]. Briefly, the blood spot samples of 5 mm diameter size were soaked in 1 ml of phosphate-buffered saline (PBS), incubated for 30 min at room temperature in a 1.5-ml tube, and centrifuged at 7000 rpm. After centrifugation the supernatant was discarded and 200 µl of chelex 1% were added. The mixture was first incubated at 56 °C at 30 min, then at 100 °C for 8 min and centrifuged at 7000 rpm for 5 min. The supernatant was directly transferred into a 1.5 ml tube and kept at − 80 °C for further analysis.
Polymerase chain reaction (PCR) for Plasmodium species identification
Nested PCR was performed as a two stage procedures: The first round of DNA amplification was performed using rPLU5 and rPLU6 primers (Table 1) in order to determine the Plasmodium genus. The PCR mixture had a total volume of 25 µl, containing 1X buffer, 200 μM dNTPs, 10 µM of each primer, 2.5 mM MgCl2, 1 unit of Taq DNA polymerase (Invitrogen, Carlsbad, CA) and 2 μl of DNA solution. The thermoprofile consisted of an initial denaturation step at 94 °C for 5 min, followed by 25 cycles at 94 °C for 45 s, 58 °C for 45 s, and 72 °C for 1 min, and a final extension step at 72 °C for 5 min. Amplicons were subjected to electrophoresis for approximately 40 min at 100 V on standard 2% agarose gels. The expected size was 1200 bp (Table 2).
Table 1.
Names of primers | Sequences of primers |
---|---|
rPLU5 | 5′-CCTGTTGTTGCCTTAAACTTC-3′ |
rPLU6 | 5′-TTAAAATTGTTGCAGTTAAAACG-3′ |
rFAL-F | 5′-CTTTTGAGAGGTTTTGTTACTTTGAGTAA-3′ |
rFAL-R | 5′-TATTCCATGCTGTAGTATTCAAACAAAA-3′ |
rOVA-F | 5′-TTTTGAAGAATACATTAGGATACAATTAATG-3′ |
rOVA-R | 5′-CATCGTTCCTCTAAGAAGCTTTACCCT-3′ |
rVIV-F | 5′-ACGCTTCTAGCTTAATCCACATAACT-3′ |
rVIV-R | 5′-ATTTACTCAAAGTAACAAGGACTTCCAAGC-3′ |
rMAL-F | 5′-ATAACATAGTTGTACGTTAAGAATAACCGC-3′ |
rMAL-R | 5′-AAAATTCCCATGCATAAAAAATTATACAAA-3′ |
Table 2.
Genus or/species | Name of primers | Expected band size (bp) |
---|---|---|
Plasmodium Genus | rPLU5 and rPLU6 | 1200 |
Plasmodium falciparum | rFAL-F and rFAL-R | 205 |
Plasmodium vivax | rVIV-F and rVIV-R | 120 |
Plasmodium malariae | rMAL-F and rMAL-R | 140 |
Plasmodium ovale | rOVA-F and rOVA-R | 800 |
Nested PCR
All positive samples from the first PCR were subjected to the second PCR round. One microlitre aliquot from the product of the first round was used as template for Plasmodium species-specific fragment amplification using four pairs of primers (rFAL-F and rFAL-R, rOVA-F and rOVA-R, rVIV-F and rVIV-R, rMAL-F and rMAL-R) (Table 1). The PCR mixture and cycling conditions were exactly the same as described in the first PCR round, but the number of cycle was increased to 30. PCR products were run for 40 min on a 2% agarose gel, then stained with a 0.5 µg/ml ethidium bromide solution and visualized under ultraviolet transilluminator. The expected size of the PCR products are described in Table 2.
Data management and statistical analyses
Data were entered and analysed using Epi-info 7 and SPSS 21 (Chicago USA), respectively. Descriptive statistics were used to summarize data (frequencies, mean, and median). Chi square was utilized for proportion comparison. Ninety five (95) % confidence interval and p value set at 0.05 were used for significance.
Ethical considerations
The study was approved by Institutional Ethics Committee of the School of Public Health of Kinshasa/DRC. Written signed informed consent was obtained from the parents or legal tutors of each child before his/her enrollment in the study. Malaria positive cases were treated according to national malaria diagnosis and treatment guidelines [16].
Results
General characteristics
In total, 407 children aged ≤ 5 years old with the clinical suspicion of malaria were enrolled. Of the 407 selected children, 206 (50.6%) were female with sex ratio of 0.765 (Table 3). Median age was 3 years (range 1.7–5.0).
Table 3.
Variables | Global | Province | p value | ||||
---|---|---|---|---|---|---|---|
Kinshasa | Nord Kivu | ||||||
n | % (IC95%) | n | % (IC95%) | N | % (IC95%) | ||
Number total of participants | 407 | 180 | 227 | ||||
Sex | 0.765 | ||||||
Female | 206 | 50.6 (45.7–55.5) | 93 | 51.7 (44.3–59) | 113 | 49.8 (43.256.3) | |
Male | 201 | 49.4 (44.5–54.3) | 87 | 48.3 (40.9–55.7) | 114 | 50.2 (43.2–56.8) | |
Median age years (IQR) | 407 | 3.0 (1.7–5.0) | 180 | 5.0 (3.3–5.2) | 227 | 2 (1–3) | 0.000* |
Parasitology | |||||||
PAnPalu | 0.012* | ||||||
Positive | 142 | 34.9 (30.2–39.5) | 75 | 41.7 (34.4–48.9) | 67 | 29.5 (23.5–35.5) | |
Negative | 265 | 65.1 (60.5–69.7) | 105 | 58.3 (51.1–65.6) | 160 | 70.5 (64.5–76.5) | |
Mono-infection | |||||||
P. falciparum | 0.009* | ||||||
Positive | 141 | 34.6 (30.0–39.3) | 75 | 41.7 (34.4–48.9) | 66 | 29.1 (23.1–35.0) | |
Negative | 266 | 65.5 (60.7–69.9) | 105 | 58.3 (51.1–65.6) | 161 | 70.6 (64.9–76.9) | |
P. vivax | 0.146 | ||||||
Positive | 8 | 1.9 (0.06–0.3) | 6 | 3.3 (0.07–0.6) | 2 | 0.9 (0.3–2.1) | |
Negative | 399 | 98.0 (96.7–99.4) | 174 | 96.7 (94–99.3) | 225 | 99.1 (97.9–100) | |
P. malariae | 0.019* | ||||||
Positive | 7 | 1.7 (0.4–2.9) | 0 | 0 | 7 | 3.1 (0.8–5.3) | |
Negative | 400 | 98.3 (97–99.5) | 180 | 100 | 220 | 96.9 (94.7–99.2) | |
Mixed-infections | 0.017* | ||||||
P. falciparum + P. vivax | 8 | 2.0 (0.6–3.3) | 6 | 3.3 (0.69–5.9) | 2 | 0.8 (0.3–2.1) | |
P. falciparum + P. malariae | 6 | 1.5 (0.2–2.2) | 0 | 0 | 6 | 2.6 (0.5–4.7) |
Overall prevalence of Plasmodium
Out of 407 samples analysed, 142 (34.9%) were positive for Plasmodium sp. infection. Plasmodium falciparum was the most prevalent species and was found in 141 (99.2%) of the positive samples (Fig. 2). Mono infection of P. falciparum was found in 124 samples and one of P. malariae. Mixed infections with P. falciparum and P. malariae were observed in 6 samples, while 8 samples were positive for P. falciparum and P. vivax. The prevalence of infection was higher in females (64.8%) than in males (35.2%) (p < 0.001). The age-specific distribution of infection in children showed that children of less than 2 years old were less infected (18.4%) compared to those aged above 2 years (81.6%), p < 0.001.
Prevalence of Plasmodium province-by-province
Kinshasa province reported 75 (41.7%) positive cases for Plasmodium spp. infection including P. falciparum and P. vivax cases. Among the positive cases, the study revealed 6 (3.3%) mixed infection cases of P. falciparum and P. vivax (Table 3).
In the North Kivu Province, 67 (29%) cases were positive for Plasmodium spp. infection including P. falciparum, P. vivax and P. malariae cases with 2 (0.8%) mixed infection cases between P. falciparum + P. vivax and 6 (2.6%) mixed infection cases of P. falciparum + P. malariae (Table 3).
Discussion
Malaria is still a major public health concern in most endemic areas in sub-Saharan Africa, especially in the DRC, where 14 million cases have been reported by the WHO in 2014 [1]. Plasmodium falciparum is known to induce more severe infections [3], but once detected P. falciparum is more susceptible to anti-malarial drugs than other species [4]. Thus, the identification of epidemiological pattern of the disease in malaria-endemic area is important for intervention programmes and treatment purposes.
In the past, species characterization of Plasmodium could be achieved using the parasitological methods whereby different species of Plasmodium were discriminated by the morphology of the parasite and its position in the red blood cell. However, misinterpretations cannot be ruled out. Thanks to the development of molecular techniques, PCR with species-specific primers can be used with more accuracy [17]. These techniques were successfully used in various areas [17, 18] and, for the first time, have been applied in Kinshasa and North Kivu provinces of the DRC, using field samples collected from children.
As expected results from study revealed a high prevalence of P. falciparum as previously reported in Tanzania and DRC [19, 20]. However the study has also shown the presence of non-falciparum Plasmodium species circulating in children during the same period and in the same area, including the co-circulation of P. malariae and P. vivax. In general, the distribution of P. malariae coincides with that of P. falciparum in malaria endemic areas of Africa, explaining the high frequency of mixed infections of P. malariae with P. falciparum infections [20]. In the present study such co-infections with P. falciparum and P. malariae have been found in 1.5% of samples.
The current study revealed also the presence of P. vivax infecting children from DRC (Fig. 2). This is the first report on the occurrence of this Plasmodium species in DRC using molecular tools. Although the public health importance of P. vivax is overshadowed by P. falciparum, it has been shown that there is a strong association of P. vivax with certain severe malaria symptoms and it accounts for about 390 million clinical cases annually in Asia and South America [21, 22]. Indeed P. vivax is rare in Central Africa but it is known to be endemic in some populations of Sudan, Somalia, Ethiopia, Djibouti [22, 23]. Thus its presence in DRC cannot be surprising especially with the displacement of people in this part of Africa. The circulation of people from Asia that is greatly increasing in the eastern part of the DRC can also increase the prevalence of this Plasmodium species in this area.
Most research on Duffy antigen in malaria cases over the past 20 years has showed that people with erythrocyte Duffy blood group-negative people were unable to develop P. vivax malaria [24, 25]. However, with the availability of molecular diagnostics, observations of P. vivax PCR-positive, Duffy-negative individuals have been made [26]. This is a proof that P. vivax has broken through its dependence on the Duffy antigen for establishing human blood-stage infection and disease. In DRC limited studies have been conducted on erythrocyte polymorphisms associated with malaria susceptibility. So, further study will be necessary to investigate the Duffy antigen status among our P. vivax infection to elucidate its role in DRC Malaria cases.
This presence of P. malariae and P. vivax among children living in DRC should make the determination of the infecting Plasmodium species important in terms of treatment because certain Plasmodium infections can cause rapidly progressive severe illness or death while the other infection of Plasmodium are less likely to cause severe manifestations or have different drug resistance patterns in differing geographic regions [4, 10, 23].
Conclusion
Although the highest number of malaria cases involving P. falciparum, the current study documented the presence of the non-falciparum malaria parasites in Kinshasa and North Kivu Provinces of the DRC. These findings suggest further surveys in other settings of DRC and a regular surveillance of these non-falciparum sp prevalence.
Authors’ contributions
HKM participated in design, implementation of study protocol and writing of the manuscript, JM supervised the design, implementation of the study protocol, supervised the laboratory work and contributed to manuscript writing, GI and JI contributed in sample analysis and data analysis, EM contributed to the sample collection and data analysis, FW, J-Mat and DM contributed in data analysis and writing of the manuscript, JPS and JJM supervised the implementation of study protocol and the manuscript writing. All authors read and approved the final manuscript.
Acknowledgements
We thank the Parasitology department of INRB through Molecular Biology Unit and Entomology Unit for their invaluable assistance in this study. Special thanks to Dr. Stijn Deborggraeve for his unmeasurable contributions.
Competing interests
The authors declare they have no competing interests.
Availability of data and materials
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.
Consent for publication
A consent for publication was obtained from the parents or legal tutors of each child during the study.
Funding
The study was funded by Institute of Tropical Medicine Antwerp under a collaborative project called «RAAMAKORD 2017».
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Hay SI, Okiro EA, Gething PW, Patil AP, Tatem AJ, Guerra CA, et al. Estimating the global clinical burden of Plasmodium falciparum malaria in 2007. PLoS Med. 2010;7:e1000290. doi: 10.1371/journal.pmed.1000290. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Miller LH, Ackerman HC, Su XZ, Wellems TE. Malaria biology and disease pathogenesis: insights for new treatments. Nat Med. 2013;19:156–167. doi: 10.1038/nm.3073. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Ciceron L, Jaureguiberry G, Gay F, Danis M. Development of a Plasmodium PCR for monitoring efficacy of antimalarial treatment. J Clin Microbiol. 1999;37:35–38. doi: 10.1128/jcm.37.1.35-38.1999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Williams J, Njie F, Cairns M, Bojang K, Coulibaly SO, Kayentao K, et al. Non-falciparum malaria infections in pregnant women in West Africa. Malar J. 2016;15:53. doi: 10.1186/s12936-016-1092-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.WHO . World Health Organization report 1999—making a differences. Geneva: World Health Organization; 1999. p. 1999. [Google Scholar]
- 6.Carter R, Mendis K. Evolutionary and historical aspects of the burden of malaria. Clin Microbiol Rev. 2002;15:564–594. doi: 10.1128/CMR.15.4.564-594.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Culleton R, Ndounga M, Zeyrek FY, Coban C, Casimiro N, Takeo S, et al. Evidence for transmission of Plasmodium vivax in the Republic of the Congo, West Central Africa. Clin Infect Dis. 2009;200:1465–1469. doi: 10.1086/644510. [DOI] [PubMed] [Google Scholar]
- 8.Fru-Cho J, Bumah VV, Safeuku I, Nkuo-Akenji T, Titanji VPK, Haldar K. Molecular typing revelas substantial Plasmodium vivax infection in asymptomatic adults in a rural area of Cameroon. Malar J. 2014;13:179. doi: 10.1186/1475-2875-13-170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Roucher C, Rogier C, Sokhna C, Tall A, Trape JF. A 20-year longitudinal study of Plasmodium ovale and Plasmodium malariae prevalence and morbidity in a West African population. PLoS ONE. 2014;10:e87169. doi: 10.1371/journal.pone.0087169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Doderer-Lang C, Atchade PS, Meckert L, Haar E, Perrotey S, Filisetti D, et al. The ears of the African elephant; unexpected high seroprevalence of Plasmodium ovale and Plasmodium malariae in healthy populations in Western Africa. Malar J. 2014;13:e240. doi: 10.1186/1475-2875-13-240. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.WHO. World Malaria Report 2015. Geneva, World Health Organization, 2015.
- 12.Ferrari G, Ntuku HM, Schmidlin S, Diboulo E, Tshefu AK, Lengeler C. A malaria risk map of Kinshasa, Democratic Republic of Congo. Malar J. 2016;15:27. doi: 10.1186/s12936-015-1074-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.CIA. DRC: The World Fact Book; 2016. https://www.cia.gov/library/publications/the-world-factbook/geos/cg.html. Accessed 10 Mar 2017.
- 14.Ministry of Health . Plan National de Développent Sanitaire 2011–2015 et données de surveillance 2015. Kinshasa: Ministry of Health; 2015. [Google Scholar]
- 15.Musapa M, Kumwenda T, Mkulama M, Chishimba S, Norris DE, Thuma PE, et al. A simple Chelex protocol for DNA extraction from Anopheles spp. J Vis Exp. 2013 doi: 10.3791/3281. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Programme National de Lutte Contre le Paludisme, Democratic Republic of Congo (PNLPDRC). Rapport Annuel des Activités de Lutte contre le Paludisme 2010
- 17.WHO. Guidelines for the treatment of malaria, 3rd edn. Geneva: World Health Organization; 2015. http://www.who.int/malaria/publications/atoz/9789241549127/en/. Accessed 10 Sept 2015.
- 18.Abanyie FA, Arguin PM, Gutman J. State of malaria diagnostic testing at clinical laboratories in the United States, 2010: a nationwide survey. Malar J. 2011;10:340. doi: 10.1186/1475-2875-10-340. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Kim MJ, Jung BK, Chai JY, Eom KS, Yong TS, Min DY, et al. High malaria prevalence among schoolchildren on Kome Island, Tanzania. Korean J Parasitol. 2015;53:571–574. doi: 10.3347/kjp.2015.53.5.571. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Mvumbi DM, Bobanga TL, Melin P, De Mol P, Kayembe JM, Situakibanza HN, et al. High prevalence of Plasmodium falciparum infection in asymptomatic individuals from the Democratic Republic of the Congo. Malar Res Treat. 2016;2016:5405802. doi: 10.1155/2016/5405802. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Ketema T, Bacha K. Plasmodium vivax associated severe malaria complications among children in some malaria endemic areas of Ethiopia. BMC Public Health. 2013;13:637. doi: 10.1186/1471-2458-13-637. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Tiono AB, Diarra A, Sanon S, Nébié I, Konaté AT, Pagnoni F, Sirima SB. Low specificity of a malaria rapid diagnostic test during an integrated community case management trial. Infect Dis Ther. 2013;2:27–36. doi: 10.1007/s40121-013-0006-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Deressa W, Ali A, Enqusellassie F. Self-treatment of malaria in rural communities, Butajira, southern Ethiopia. Bull World Health Organ. 2003;81:261–268. [PMC free article] [PubMed] [Google Scholar]
- 24.Boyd MF, Stratman-Thomas WK. Studies on benign tertian malaria. 4. On the refractoriness of Negroes to inoculation with Plasmodium vivax. Am J Epidemiol. 1933;18:485–489. doi: 10.1093/oxfordjournals.aje.a117964. [DOI] [Google Scholar]
- 25.O’Leary PA. Treatment of neurosyphilis by malaria: report on the three years’ observation of the first one hundred patients treated. J Am Med Assoc. 1927;89:95–100. doi: 10.1001/jama.1927.02690020019007. [DOI] [Google Scholar]
- 26.Ménard D, Barnadas C, Bouchier C, Henry-Halldin C, Gray LR, Ratsimbasoa A, et al. Plasmodium vivax clinical malaria is commonly observed in Duffy-negative Malagasy people. Proc Natl Acad Sci USA. 2010;107:5967–5971. doi: 10.1073/pnas.0912496107. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.