Abstract
Asymptomatic carriage of malaria parasite is a major public health issue in Ghana and sub-Saharan Africa. These infections are mostly sub-microscopic and not detected by routine malaria screening methods. Asymptomatic malaria infection carriers serve as an infectious reservoir for malaria transmission. This study assessed the infectivity of asymptomatic children to Anopheles gambiae mosquitoes in a high transmission area in Ghana. Ninety-eight (98) healthy children were screened for malaria parasites by microscopy and PCR. Sub-microscopic gametocytes carriage was also determined using RT-PCR. Blood samples from asymptomatic parasite carriers were used in membrane feeding assays of laboratory colonies of An. gambiae mosquitoes. Infectivity was assessed by dissection of mosquito midguts and the mosquito infection rate and oocyst densities were recorded. The total participants that were asymptomatic for malaria was 73/98 (74.49%). Malaria parasite prevalence was 13.7% by microscopy and 78.08% by PCR. Sub-microscopic infections accounted for 64.38% (47/73) of the asymptomatic parasite carriers. No gametocytes were detected, however, the Pfg377 gene was observed in 33.33% (19/57) of the asymptomatic parasite carriers. Blood from 4 out of 19 asymptomatic carriers, associated with carriage of sub-microscopic gametocytes, were found to be infectious to the An. gambiae mosquitoes. The average oocyst density observed was 0.01, with an overall mosquito infection rate of 0.07. This data will be helpful in improving current malaria control efforts in Ghana.
Similar content being viewed by others
Introduction
Transmission of malaria parasites to An. gambiae mosquitoes sustains the transmission cycle. Identification of all infectious reservoirs is relevant to malaria control1,2. Asymptomatic infection is characterized by carriage of parasites in the absence of signs and symptoms of malaria, particularly fever3. These infections are mostly sub-microscopic4 and more frequent in areas of high malaria transmission5,6,7,8. Sub-microscopic infections with asexual malaria parasites frequently occurs in older children and adults who are asymptomatic, and this has been largely attributed to acquired immunity9. Individuals who are asymptomatic would normally not seek treatment, as such, they serve as carriers of gametocytes that could contribute significantly to the transmission of malaria10,11,12,13.
Gametocyte carriage in asymptomatic malaria infections on the other hand, is common in younger children14. The prevalence of gametocytes estimated by microscopy is much lower than by molecular methods such as PCR15,16,17. Across sub-Saharan Africa, gametocyte prevalence diagnosed by PCR ranging from 13% in Gambia1849.2% in Ghana19 and as high as 91% in Burkina Faso20. Immune responses against gametocyte antigens result in the production of anti-gametocyte antibodies21. Some of these antibodies have been characterized as having the ability to prevent the completion of the sporogonic cycle of the parasite within the mosquito referred to as transmission blocking. Antibodies to the gametocyte antigens Pfs230-COLI and Pfs48/45-6C were among the first to be identified as transmission blocking antibodies. Antibodies to Pfs230-COLI and Pfs48/45-6C have been shown to prevent gametocyte /gamete formation (pre fertilization), whiles anti Pfs25 and Pfs28 antibodies have been shown to prevent ookinete/oocyst formation (post fertilization)22. In malaria endemic countries such as Burkina Faso, Ghana and Tanzania, there is the evidence of the presence of antibodies to these pre fertilization antigens23. In field settings, naturally acquired transmission-reducing immunity has been shown to reduce infectiousness of gametocytes to female An. gambiae mosquitoes24. Earlier studies have shown that children are more likely to have anti-gametocyte antibodies as compared to adults25,26hence blood samples containing gametocytes from children could be less infectious to An. gambiae mosquitoes as compared to blood samples from adults.
The presence of mixed malaria species or different clones of a particular strain have been reported to affect disease outcome27,28,29 and response to treatment30. This could also affect the transmission dynamics of malaria. In human malaria infections, mixed infections with P. falciparum and P. malariae for example, have been shown to result in increased P. falciparum gametocytes27,31. Also, a comparison of the genotypes of oocysts from a mosquito, with the genotype of parasites from blood in a direct feeding assay revealed that some clones of parasites were not infectious to mosquitoes32 whiles others were infectious.
Membrane feeding assays are used to study the infectiousness of gametocytes from natural malarial infections to An. gambiae mosquitoes33. The source of gametocytes for these assays could either be from cultured gametocytes (standard membrane feeding assay), or from blood samples from individuals with natural Plasmodium infections (direct membrane feeding assay). These assays are used for the study of transmission blocking interventions34,35 as well as the evaluation of transmission reducing immunity induced by natural malaria infections36,37. Here, the infectiousness of gametocytes from asymptomatic children to An. gambiae mosquitoes was assessed by direct membrane feeding assays. This will provide information on the role of asymptomatic malaria infections to the transmission of malaria, to assist in decisions pertaining to control of infectious reservoirs of malaria in Ghana.
Results
Demographic and clinical characteristics of asymptomatic study participants
Overall, 98 participants were recruited and screened for malaria by RDT, microscopy and PCR. Twenty-five out of the 98 cases were RDT positive, but negative for microscopy and PCR, and were not characterized as negative. The rest (73) of the cases were positive for either RDT, or microscopy, and PCR, and were described as asymptomatic for malaria. The demographic and clinical characteristics of these asymptomatic individuals are represented in Table 1. Out of the 73 asymptomatic cases, 10 (13.70%) were positive for Plasmodium infection by microscopy. Parasite density (Geomean (95% CI)) amongst these 10 individuals who were positive for microscopy was 2560.72 (1383.29–6903.39). PCR analysis showed that 57 out of the 73 (78.08%) asymptomatic participants had malaria infections. All cases that were microscopy positive were PCR positive. Individuals who were negative by microscopy, but positive by PCR, were described as having sub microscopic densities of parasites. This constituted 64.38% (47/73) of the total number of asymptomatic individuals. Plasmodium species identification indicated that 82.46% (47/57) of the PCR positive cases were mono infection with P. falciparum only. The rest of the infections were mixed, with 10.53% (6/57) having P. falciparum/P. malariae and 7.02% (4/57) having P. falciparum/P. ovale infections. No P. vivax was identified in any of the infections.
Gametocyte carriage in asymptomatic study participants
There were no gametocytes from the microscopic examination of Giemsa-stained thick blood smears. Reverse-transcriptase PCR followed by gel electrophoresis, however showed amplification of the Pfg377 gene in 33.33% (19/57) of the study participants. All gametocytes were clonal with observed alleles being either 300 or 350 [base pairs (bp)]. Majority (68.42%, 13/19) were of the 300 bp allele (Supplementary Fig. 1).
Mosquito infections
A total of 73 feeding experiments were carried out using blood samples from the asymptomatic study participants. In total, 2,121 female An. gambiae mosquitoes were fed with blood. Blood feeding rate was 56.62% (1201/2121). The total number of mosquitoes that were dissected was eight hundred and sixty-two. Infections were observed only in cases with sub microscopic gametocyte infections. Blood samples from all cases with microscopic asexual parasites did not result in mosquito infections. Out of the 19 participants who had sub microscopic gametocytes, blood samples from 21.05% (4/19) of them were infectious to the An. gambiae mosquitoes. Three of the participants whose blood resulted in infections were between the ages of 11–15 years, while the other participant with positive mosquito infections was greater than 15 years (Table 2). The overall prevalence of human to mosquito infectivity amongst the asymptomatic participants was 5.48% (4/73). Considering each experiment individually, the number of oocysts observed in a midgut, ranged from 1 to 13. The oocyst density for the lowest and highest oocyst counts were 0.03 and 1.86 oocyst per mid-gut, respectively. The total number of oocysts observed within infected midguts were 28, with an average oocyst density of 0.01 (Table 2).
Sero prevalence of antibodies to Pfs230-C0Ll and Pfs48/45-6C in asymptomatic study participants
The median antibody concentration, (Inter quartile range, QR) (1,866.29, (1,186.85) for Pfs230-COLI was significantly higher (Mann Whitney U test, 0.00), than that for Pfs48/45-6C (1,217.42, (IQR) 1,073.67). Seroprevalence of antibodies to Pfs230-C0Ll and Pfs48/45-6C were 37.0% and 46.60% respectively.
Antibody responses and mosquito infections
Antibody responses to Pfs230C and Pfs48/45 varied in the 4 cases that resulted in mosquito infections. Two out of the 4 cases had antibody responses to both antigens, one case had antibody response to Pfs23C only; and the other case had no response to either of the 2 antigens. The median (Inter quartile range (IQR)) of antibody to Pfs230C amongst study participants whose blood samples resulted in mosquito infections was 1509.64 (1377.43). The median (IQR) of antibody to Pfs230C amongst participants whose blood samples did not result in mosquito infections was 1941.30 (1186.85). With regards to antibodies to Pfs48/45, the median (IQR) for cases that infected and did not infect the An. gambiae mosquitoes are 1364.73(2245.02), and 1217.42(940.7) respectively. Figure 1 shows a scatter plot of antibodies against Pfs230C and Pfs48/45 among asymptomatic study participants with and without resultant mosquito infections.
Figure 1. Antibody titers against Pfs230C (A) and Pfs48/45 (B) amongst study participants whose blood samples resulted in mosquito infections (Infect), as well as those which did not result in mosquito infections (Non infect), and antibody titers for Pfs230C and Pfs48/45 for asymptomatic cases (C).
Discussion
Carriers of asymptomatic malaria infections could habour gametocytes that could be infective to Anopheles mosquitoes7,8,14. Identification of such individuals for appropriate treatment is crucial for the interruption of the malaria transmission cycle1,2. In this study, asymptomatic school children were selected for direct membrane feeding assay to determine the infectiousness of their gametocytes to laboratory reared An. gambiae mosquitoes. Consistent with previous studies conducted in the same community38asymptomatic malaria is a persistent issue and is associated with a high prevalence of sub-microscopic infections in children. Carriage of gametocytes by children within the community has however been reported to be low. In previous studies, prevalence of gametocytes by microscopy was reported to be between 0 and 3.10% for off peak and peak seasons respectively19. There were no gametocytes recorded by microscopy in this study where sample collection was done within the peak season. Consistent with earlier studies within the Southern part of Ghana which include the site for this study, sub-microscopic gametocytes is frequently reported ranging from 20 to 49.20%8,19.
There are varying reports on the infectivity of microscopy detected gametocytes, and sub- microscopic gametocytes to Anopheles mosquitoes. Presence of microscopy detecting gametocytes or sub- microscopic gametocytes alone does not guarantee the infectivity of gametocytes to Anopheles mosquitoes. Studies conducted in Burkina Faso reported similar mosquito infection rates for blood samples collected from study participants who were gametocyte positive by microscopy and those who had sub- microscopic gametocytes39. Infectivity of sub- microscopic gametocytes from symptomatic children to Anopheles mosquitoes have also been frequently reported in Kenya40,41. A similar study conducted in South East Asia (Cambodia) reported a mosquito infection of 6.25% (3/48) in 44% of individuals who carried sub-microscopic gametocyte in symptomatic cases42. In this same study, asymptomatic individuals on the other hand had a gametocyte prevalence of 12.60% but these gametocytes were not infectious. The implications of this is that sub-microscopic gametocytes in asymptomatic individuals were of very low densities hence could not result in mosquito infectivity. This study reports a high prevalence of sub-microscopic gametocytes with low infectivity to Anopheles mosquitoes.
Other factors, aside the presence of gametocytes, could influence the infectivity of gametocytes to the An. gambiae mosquitoes. These factors include; presence of transmission blocking antibodies22,43,44,45innate immune response to gametocytes/gametes within the mosquito46,47,48and polymorphisms in some proteins of the mosquito such as the fibrinogen-related protein − 1 (FREMP-1)49 and the thioester binding protein-1 (TEP 1)50. The presence of transmission blocking antibodies (anti Pfs230 and Pfs6C) did not prevent mosquito infections in this study; two out of the 4 participants whose blood samples resulted in mosquito infections were seropositive for Pfs230 and Pfs6C. This could possibly be as a result of the presence of other factors that can affect the infectivity of gametocytes as stated earlier. Also, even though the cases were seropositive, the concentrations of these antibodies might not be high enough to prevent transmission of parasites to the An. gambiae mosquitoes. Unexpectedly, the highest oocyst count was observed in those cases that were seropositive for both Pfs230C and Pfs6C. Generally, the presence of these transmission blocking antibodies has been shown to greatly reduce mosquito infections in both field and laboratory assays22,51,52. There are instances, however, when this transmission-blocking activity has been observed either with Pfs230 only43 or Pfs48/45 only44,53. It would be expected though, that the combined effect of these two antibodies would lead to greater transmission blocking activity.
The seroprevalence of antibodies to Pfs230 and Pfs48/45 reported in this study were low. This could be as a result of the presence of sub-patent gametocytes which did not elicit a strong immune response. Sub- microscopic gametocytes seemed not to elicit adequate immune responses to the gametocytes because of their very low numbers. Effective immune responses to gametocytes have been reported to be dependent on ongoing infections with high density gametocyte infections rather than low density or sub-microscopic infections36. The high carriage of asymptomatic malaria infections in the study participants highlights the need to expand control efforts to target asymptomatic malaria carriers to help in reducing malaria transmission.
This study had several limitations. First, Kisumu strain of Anopheles gambiae is very susceptible to Plasmodium infections due to its adaptation in the insectary. However, it was logistically challenging to breed wild-caught mosquitoes from Obom and adapt them to feed on the membrane feeder. Besides several studies have used the Kisumu strain for infection experiments. Second, a quantitative measure of the sub microscopic gametocytes will have provided additional information that could justify the low infections and also variability in oocyst count. Third, a higher number of feeds would have also improved the precision of this study.
Methods
Study site
The study site was Obom (5.6335 N″, − 1.762W″), a community in the Ga South municipality of the Greater Accra region of Ghana. Malaria transmission in Obom is perennial with high transmission54. The average rainfall is 790 mm along the coast and 1,270 mm in the extreme North. August is the coolest month with a temperature of 25.1 °C, whiles February and March have a temperature of 28.4 °C. Relative humidity is about 75% in February and March8,19,38,54.
Study design and population
The study was prospective involving purposive sampling and screening of healthy school children between 6 and 17 years for asymptomatic malaria parasite infections including gametocyte carriage. Blood samples from these asymptomatic children were used in a direct membrane feeding assay, to assess the infectiousness of gametocytes from the individuals to An.gambiae mosquitoes. Mosquito infections were determined by microscopic examination of mercurochrome-stained mosquito midgut on day 7 after blood feeds. Oocyst density and mosquito infection rate were recorded.
Asymptomatic case definition
Participants were described as asymptomatic for malaria if they were positive for malaria by RDT, microscopy, or PCR, had an axillary temperature of ≤ 37 °C and did not present with any other signs and symptoms of malaria. The RDT was done using the One Step Malaria (HRP)-II (P.f) and (pLDH) (P.f) Antigen Rapid Test kit from SD BioLine. The kit detects the HRP II and (pLDH) from Plasmodium falciparum in human whole blood. Conventional PCR, employing the nested method was used for the determination of malaria parasites, all participants were screened using RDT, microscopy, and PCR.
Inclusion/exclusion criteria
Participants were included if they qualified as a case of asymptomatic malaria infection carrier and provided assent and or consent. Exclusion involved cases of symptomatic malaria or lack of consent/assent.
Sample size determination
Sample size was calculated to be a minimum of 54 feeds with the assumption of a 60% successful feeding rate and a 20% infection rate55 with samples from asymptomatic individuals.
Participant recruitment and sample collection
Recruitment of asymptomatic study participants started in May until the end of November 2018, a period which coincided with the second rainfall season. Written informed consent was obtained from adult participants as well as parents/guardians of minors before recruitment into the study. Venous blood samples were drawn using a butterfly needle and following the appropriate protocol for venipuncture. One milliliter of venous blood was drawn each, into a heparin tube and EDTA tube. The heparin preserved samples were kept in a thermos flask at 37 °C, and immediately used for the direct membrane feeding assay. Samples preserved in EDTA were used as follows; malaria rapid diagnostic test, thick and thin blood smears for microscopy. The rest of the EDTA preserved samples were separated into plasma and packed red cells. Subsequently, 100 µl of packed red cells was immediately preserved in 500 µl of trizol, and, 100 µl of packed red cells was also preserved in 400 µl of DNA lyses buffer. These were then transported on ice from the field to the laboratory where plasma samples were preserved at -80 °C. Samples preserved in trizol, DNA lyses buffer, and the rest of the packed red cells were preserved at -20 °C for later laboratory experiments.
Rapid malaria testing
The One Step Malaria (HRP)-II (P.f) and (pLDH) (P.f) Antigen Rapid Test kit from SD BioLine, which detects the HRP II and (pLDH) from Plasmodium falciparum in human whole blood was used as one of the screening test for malaria. A test was recorded as positive if any of the test lines showed in addition to the control line. A test was recorded as invalid if the control line failed to show.
Giemsa staining of blood smears and malaria parasite count by microscopy
Parasite density (PD) per microlitre (µL) of blood was determined by microscopic examination of giemsa stained thick blood smears under oil immersion. Asexual parasites were counted per 200 white blood cells, and gametocytes were counted per 500 white blood cells. A white cell count of 8,000/µL was used to determine parasite density. A smear was reported as negative if there were no malaria parasites seen after 100 high power fields were observed. High discrepancies between 2 parasite counts warranted a third count by third highly experienced microscopist. The average of the 2 closest counts were then taken as the parasite count.
Membrane feeding assay and mosquito midgut dissections
Insectary colonized Kisumu strain of An. gambiae mosquitoes obtained from the Department of Medical Microbiology, University of Ghana Medical School and the Vestergaard Insectary of the NMIMR were used for the mosquito infectivity studies. This strain has been used for infections studies in the past (ref) For the membrane feeding assays 3–5 day old female An. gambiae mosquites were used. Prior to blood feeds, mosquitoes were starved for 5 h. About 60 mosquitoes per paper cup were fed with whole blood using a glass membrane feeder (Hemotek) with a 14 mm diameter. The feeder was equipped with a water jacket connected to a circulating water bath maintained at 37 °C. The An. gambiae mosquitoes were allowed to feed for 10 min on 200 µl of heparinized blood kept at 37 °C in a thermos flask. Unfed mosquitoes were aspirated from the cup into an empty cup and discarded into a biohazard bin after spraying them with absolute ethanol. The number of fed mosquitoes were recorded. These were transported back to the insectary following the precautions necessary for transport of mosquitoes, and were maintained on 10% sugar solution under the following room conditions: temperature of 27 °C+/− 2 °C, humidity of 76+/− 5 g kg−1, and a 12 h day/12 h night light schedule56.
Dissection of fed An. gambiae mosquitoes
Seven days after the An. gambiae mosquitoes were fed, surviving mosquitoes were dissected on a microscope slide in phosphate buffered saline under a dissection microscope. Prior to dissection, mosquitoes were anaesthetized by chloroform and were transferred onto cotton wool soaked with normal saline in a petri dish and covered to prevent any escape. The midgut of the mosquito was carefully pulled from the posterior end of the mosquito while the thorax was held firmly by another forceps, transferred onto fresh slides and stained with 0.05% mercurochrome for 25–30 min. Stained slides were covered with a cover slip and observed under the light microscope (X10 and X40 magnification) for the presence of oocysts. The number of individuals whose blood was infective to at least 1 mosquito, the proportion of infected mosquitoes out of the total number of mosquitoes dissected, as well as the number of oocysts per infected mosquito (oocyst density) were recorded.
Plasmodium falciparum species identification
Genomic DNA was extracted from samples preserved in DNA lyses buffer using the Quick-DNA miniprep kit (cath no. D3025) from Zymo Research, California, following instructions in the manual. The concentrations and purity of the eluted DNA was checked using the nanodrop. The DNA samples were kept frozen at -20 °C until use.
Nested PCR was used for Plasmodium species identification using genus and species-specific primers that target the 18 S rRNA gene57. In the nest 1 reaction, 5 µL of DNA template was used and 0.5 µL of nest 1 product was used for the nest 2 reaction. All reactions were carried in a volume of 15 µL. For both nest 1 and nest 2 reactions, the master mix contained 167 nM dNTP, 2.5 nM MgCl2, 80 nM of each primer and 1U of One Taq polymerase. The reaction cycling conditions were: initial denaturation for 5 min at 94 °C, followed by 35 cycles of 30 s denaturation; annealing for 1 min at 55 °C (58 °C for nest 2), and extension for 1 min 68 °C; and a final extension for 5 min at 68 °C. For a positive control, a 3D7 Plasmodium falciparum stain was used, while a DNA no-template control was used as a negative control.
RNA extraction and conversion to cDNA
Ribonucleic acid was extracted from trizol preserved whole blood samples using the Direct zol™ RNA Miniprep plus (Zymo, USA) following manufacturer’s protocol. Deoxyribonucleic acid was removed by DNase 1. Elution of RNA was done with 20 uL of DNAse/RNAse free water into DNA/RNA free tubes. Quality and concentrations of RNA was checked with a nanodrop at 260/280 absorbance. A ratio of 2 or more was accepted. In order to check for contamination with genomic DNA (gDNA). the human IL-10 gene was amplified using the extracted RNA samples. Complementary DNA (cDNA) was then synthesized using a ProtoScipt II first strand cDNA synthesis kit (New England BioLabs Inc, USA) following instructions in the manual with slight modifications. Following this, the gametocyte specific gene Pfg377 was amplified in a nested reverse transcriptase PCR using specific primers in a protocol earlier described by Menegon and colleagues in 200058. Complementary DNA preparation from gametocytes of the P. falciparum NF54 was used as positive controls.
Detection and quantification of IgG antibodies to Pfs230-C0Ll and Pfs48/45-6C
The Pfs230LI and Pfs48/45-6 C proteins, which are sexual stage antigens, and produced using a Lactococcus lactis expression system was used in an indirect ELISA to quantify natural immune responses to these antigens as previously described59. These antigens, diluted in bicarbonate buffer at 1.0 µg/ml and 0.5 µg/ml respectively, were used to coat NUNC Maxisorp 96-well ELISA plates and incubated overnight at 4 °C. Plates were then blocked with 150 µL of 3% skimmed milk in phosphate buffered saline (PBS) supplemented with 0.05% Tween 20 (PBST) for an hour. Following this, patient serum (1 in 200 dilution), standard and negative and positive controls were incubated. A rabbit polyclonal anti- human immunoglobulin G (IgG) - horse raddish peroxidase (HRP) was used as a conjugate at a 1/3,000 dilution. Colour was developed with 3, 3’, 5, 5’ tetramethylbenzidine. The optical densities (OD) of the plasma samples were transformed into IgG concentrations (ng/µL) based on the regression curve obtained from dilutions of the PB055 (standard) using the ADAMSEL software (Ed Remarque). Positive and negative controls was used on each ELISA plate. These controls consisted of plasma from individuals who have been previously19 described as seronegative and seropositive for the antigens. A recombinant IgG (BPO55, The Binding Site) was used as a Standard for the measurements of IgG. Cut offs for antibody responses were obtained by the formula; (Average + 2 Standard deviation) of concentrations of pooled negative control serum.
Data analysis
Data was entered and analyzed using the statistical package for social sciences (SPSS) version 24. Summaries of data were presented using tables and graphs. Age of participants was reported using median and interquartile ranges. Axillary temperature and hemoglobin results were summarized using means and standard error of means. Ratios were used to describe number of participants by gender. The median and interquartile range was reported for antibody concentrations of Pfs230-C0Ll and Pfs48/45-6C, and the Mann Whitney U test was used to compare the differences in median antibody concentrations. A probability value of less than 0.05 was considered as statistically significant.
Data availability
The datasets generated and/or analysed during this study are available from the corresponding authors on reasonable request.
References
Lin Ouédraogo, A. et al. Dynamics of the human infectious reservoir for malaria determined by mosquito feeding assays and ultrasensitive malaria diagnosis in Burkina Faso. J. Infect. Dis. 213, 90–99. https://doi.org/10.1093/infdis/jiv370 (2015).
Li, J., Docile, H. J., Fisher, D., Pronyuk, K. & Zhao, L. Current status of malaria control and elimination in Africa: Epidemiology, diagnosis, treatment, progress and challenges. J. Epidemiol. Glob. Health 14, 561–579. https://doi.org/10.1007/s44197-024-00228-2 (2024).
Laishram, D. D. et al. The complexities of malaria disease manifestations with a focus on asymptomatic malaria. Malar. J. 11, 29. https://doi.org/10.1186/1475-2875-11-29 (2012).
Sattabongkot, J. et al. Prevalence of asymptomatic Plasmodium infections with sub-microscopic parasite densities in the northwestern border of Thailand: A potential threat to malaria elimination. Malar. J. 17, 329. https://doi.org/10.1186/s12936-018-2476-1 (2018).
Iwagami, M. et al. The detection of cryptic Plasmodium infection among villagers in Attapeu province, Lao PDR. PLoS Negl. Trop. Dis. 11, e0006148–e0006148. https://doi.org/10.1371/journal.pntd.0006148 (2017).
Tun, S. T. T. et al. Towards malaria elimination in Savannakhet, Lao PDR: Mathematical modelling driven strategy design. Malar. J. 16, 483–483. https://doi.org/10.1186/s12936-017-2130-3 (2017).
Ndong, I. C. et al. Prevalence of asymptomatic malaria parasitaemia following mass testing and treatment in Pakro sub-district of Ghana. BMC Public. Health. 19, 1622. https://doi.org/10.1186/s12889-019-7986-4 (2019).
Ayanful-Torgby, R., Quashie, N. B., Boampong, J. N., Williamson, K. C. & Amoah, L. E. Seasonal variations in Plasmodium falciparum parasite prevalence assessed by varying diagnostic tests in asymptomatic children in southern Ghana. PLoS One. https://doi.org/10.1371/journal.pone.0199172 (2018).
Smith, T., Felger, I., Tanner, M. & Beck, H. P. Premunition in Plasmodium falciparum infection: Insights from the epidemiology of multiple infections. Trans. R. Soc. Trop. Med. Hyg. 93 (Suppl 1), 59–64. https://doi.org/10.1016/s0035-9203(99)90329-2 (1999).
Essuman, E. et al. A novel gametocyte biomarker for superior molecular detection of the Plasmodium falciparum infectious reservoirs. J. Infect. Dis. 216, 1264–1272. https://doi.org/10.1093/infdis/jix442 (2017).
Githeko, A. K. et al. The reservoir of Plasmodium falciparum malaria in a holoendemic area of western Kenya. Trans. R. Soc. Trop. Med. Hyg. 86, 355–358. https://doi.org/10.1016/0035-9203(92)90216-y (1992).
Lindblade, K. A., Steinhardt, L., Samuels, A., Kachur, S. P. & Slutsker, L. The silent threat: Asymptomatic parasitemia and malaria transmission. Expert Rev. Anti Infect. Ther. 11, 623–639. https://doi.org/10.1586/eri.13.45 (2013).
Okell, L. C. et al. Factors determining the occurrence of submicroscopic malaria infections and their relevance for control. Nat. Commun. 3, 1237. https://doi.org/10.1038/ncomms2241 (2012).
Bousema, J. T. et al. Plasmodium falciparum gametocyte carriage in asymptomatic children in western Kenya. Malar. J. 3, 18. https://doi.org/10.1186/1475-2875-3-18 (2004).
Koepfli, C. et al. Blood-stage parasitaemia and age determine Plasmodium falciparum and P. vivax gametocytaemia in Papua New Guinea. PLoS One. https://doi.org/10.1371/journal.pone.0126747 (2015).
Mwingira, F., Genton, B., Kabanywanyi, A. N. M. & Felger, I. Comparison of detection methods to estimate asexual Plasmodium falciparum parasite prevalence and gametocyte carriage in a community survey in Tanzania. Malar. J. 13, 433. https://doi.org/10.1186/1475-2875-13-433 (2014).
Ouédraogo, A. L. et al. Dynamics of the human infectious reservoir for malaria determined by mosquito feeding assays and ultrasensitive malaria diagnosis in Burkina Faso. J. Infect. Dis. 213, 90–99. https://doi.org/10.1093/infdis/jiv370 (2016).
Ahmad, A. et al. Gametocyte carriage after seasonal malaria chemoprevention in Plasmodium falciparum infected asymptomatic children. Malar. J. https://doi.org/10.21203/rs.3.rs-110518/v1 (2020).
Amoah, L. E., Abagna, H. B., Ayanful-Torgby, R., Blankson, S. O. & Aryee, N. A. Diversity and immune responses against Plasmodium falciparum gametocytes in non-febrile school children living in Southern Ghana. Malar. J. 18, 265. https://doi.org/10.1186/s12936-019-2895-7 (2019).
Ouédraogo, A. L. et al. Substantial contribution of submicroscopical Plasmodium falciparum gametocyte carriage to the infectious reservoir in an area of seasonal transmission. PLoS One 4, e8410. https://doi.org/10.1371/journal.pone.0008410 (2009).
Mendis, K. N., Munesinghe, Y. D., de Silva, Y. N., Keragalla, I. & Carter, R. Malaria transmission-blocking immunity induced by natural infections of Plasmodium vivax in humans. Infect. Immun. 55, 369–372. https://doi.org/10.1128/iai.55.2.369-372.1987 (1987).
Kumar, N. & Carter, R. Biosynthesis of the target antigens of antibodies blocking transmission of Plasmodium falciparum. Mol. Biochem. Parasitol. 13, 333–342. https://doi.org/10.1016/0166-6851(84)90124-5 (1984).
Jones, S. et al. Naturally acquired antibody responses to recombinant Pfs230 and Pfs48/45 transmission blocking vaccine candidates. J. Infect. 71, 117–127. https://doi.org/10.1016/j.jinf.2015.03.007 (2015).
Bousema et al. Human immune responses that reduce the transmission of Plasmodium falciparum in African populations. Int. J. Parasitol. 41, 293–300. https://doi.org/10.1016/j.ijpara.2010.09.008 (2011).
Bousema, Drakeley, C. J. & Sauerwein, R. W. Sexual-stage antibody responses to P. falciparum in endemic populations. Curr. Mol. Med. 6, 223–229. https://doi.org/10.2174/156652406776055140 (2006).
Healer, J. et al. Complement-mediated lysis of Plasmodium falciparum gametes by malaria-immune human sera is associated with antibodies to the gamete surface antigen Pfs230. Infect. Immun. 65, 3017–3023 (1997).
McKenzie, F. E., Jeffery, G. M. & Collins, W. E. Plasmodium malariae infection boosts Plasmodium falciparum gametocyte production. Am. J. Trop. Med. Hyg. 67, 411–414. https://doi.org/10.4269/ajtmh.2002.67.411 (2002).
Bruce, M. C. et al. Effect of transmission setting and mixed species infections on clinical measures of malaria in Malawi. PLoS One 3, e2775. https://doi.org/10.1371/journal.pone.0002775 (2008).
Mason, D. P. & McKenzie, F. E. Blood-stage dynamics and clinical implications of mixed Plasmodium vivax-Plasmodium falciparum infections. Am. J. Trop. Med. Hyg. 61, 367–374. https://doi.org/10.4269/ajtmh.1999.61.367 (1999).
Obare, P. et al. Misclassification of Plasmodium infections by conventional microscopy and the impact of remedial training on the proficiency of laboratory technicians in species identification. Malar. J. 12, 113. https://doi.org/10.1186/1475-2875-12-113 (2013).
Bousema et al. Increased Plasmodium falciparum gametocyte production in mixed infections with P. malariae. Am. J. Trop. Med. Hyg. 78(3), 442–448 (2008).
Arez, A. et al. Transmission of mixed malaria species and strains by mosquitoes, as detected by PCR, in a study area in Guinea-Bissau. Parassitologia 59, 65–70 (1997).
Ouédraogo et al. A protocol for membrane feeding assays to determine the infectiousness of P. falciparum naturally infected individuals to Anopheles gambiae. Malaria World Journal 4 (2013).
McCaffery, J. N. et al. A multi-stage Plasmodium vivax malaria vaccine candidate able to induce long-lived antibody responses against blood stage parasites and robust transmission-blocking activity. Front. Cell. Infect. Microbiol. https://doi.org/10.3389/fcimb.2019.00135 (2019).
Miura, K. et al. Malaria transmission-blocking vaccines: Wheat germ cell-free technology can accelerate vaccine development. Expert Rev. Vaccines 18, 1017–1027. https://doi.org/10.1080/14760584.2019.1674145 (2019).
Ouédraogo, A. L. et al. Modeling the impact of Plasmodium falciparum sexual stage immunity on the composition and dynamics of the human infectious reservoir for malaria in natural settings. PLoS Pathog. 14, e1007034. https://doi.org/10.1371/journal.ppat.1007034 (2018).
Stone, W. J. R. et al. Unravelling the immune signature of Plasmodium falciparum transmission-reducing immunity. Nat. Commun. 9, 558–558. https://doi.org/10.1038/s41467-017-02646-2 (2018).
Amoah, L. E. et al. Dynamics of anti-MSP3 and Pfs230 antibody responses and multiplicity of infection in asymptomatic children from southern Ghana. Parasites Vectors. 11, 13. https://doi.org/10.1186/s13071-017-2607-5 (2018).
Boudin, C., Olivier, M., Molez, J. F., Chiron, J. P. & Ambroise-Thomas, P. High human malarial infectivity to laboratory-bred Anopheles gambiae in a village in Burkina Faso. Am. J. Trop. Med. Hyg. 48, 700–706. https://doi.org/10.4269/ajtmh.1993.48.700 (1993).
Schneider, P. et al. Submicroscopic Plasmodium falciparum gametocyte densities frequently result in mosquito infection. Am. J. Trop. Med. Hyg. 76, 470–474 (2007).
Beshir, K. B. et al. Residual Plasmodium falciparum parasitemia in Kenyan children after artemisinin-combination therapy is associated with increased transmission to mosquitoes and parasite recurrence. J. Infect. Dis. https://doi.org/10.1093/infdis/jit431 (2013).
Vantaux, A. et al. Contribution to malaria transmission of symptomatic and asymptomatic parasite carriers in Cambodia. J. Infect. Dis. 217, 1561–1568. https://doi.org/10.1093/infdis/jiy060 (2018).
Graves, P. M. et al. Naturally occurring antibodies to an epitope on Plasmodium falciparum gametes detected by monoclonal antibody-based competitive enzyme-linked immunosorbent assay. Infect. Immun. 56, 2818–2821. https://doi.org/10.1128/IAI.56.11.2818-2821.1988 (1988).
Gebru, T. et al. Recognition of Plasmodium falciparum mature gametocyte-infected erythrocytes by antibodies of semi-immune adults and malaria-exposed children from Gabon. Malar. J. 16, 176. https://doi.org/10.1186/s12936-017-1827-7 (2017).
van Schaijk, B. C. L. et al. Pfs47, paralog of the male fertility factor Pfs48/45, is a female specific surface protein in Plasmodium falciparum. Mol. Biochem. Parasitol. 149, 216–222. https://doi.org/10.1016/j.molbiopara.2006.05.015 (2006).
Lensen, A., Bolmer-Van de Vegte, M., Van Gemert, G., Eling, W. & Sauerwein, R. Leukocytes in a Plasmodium falciparum-infected blood meal reduce transmission of malaria to Anopheles mosquitoes. Infect. Immun. 65, 3834–3837 (1997).
Muniz-Junqueira, M. I., dos Santos-Neto, L. L. & Tosta, C. E. Influence of tumor necrosis factor-α on the ability of monocytes and lymphocytes to destroy intraerythrocytic Plasmodium falciparum in vitro. Cell. Immunol. 208, 73–79 (2001).
Sinden & Smalley, M. Gametocytes of Plasmodium falciparum: Phagocytosis by leucocytes in vivo and in vitro. Trans. R. Soc. Trop. Med. Hyg. 70, 344–345. https://doi.org/10.1016/0035-9203(76)90096-1 (1976).
Zhang et al. Anopheles midgut FREP1 mediates Plasmodium invasion. J. Biol. Chem. 290, 16490–16501. https://doi.org/10.1074/jbc.M114.623165 (2015).
Eldering, M. et al. Variation in susceptibility of African Plasmodium falciparum malaria parasites to TEP1 mediated killing in Anopheles gambiae mosquitoes. Sci. Rep. 6, 20440–20440. https://doi.org/10.1038/srep20440 (2016).
Bousema & Drakeley, C. Epidemiology and infectivity of Plasmodium falciparum and Plasmodium vivax gametocytes in relation to malaria control and elimination. Clin. Microbiol. Rev. 24, 377–410. https://doi.org/10.1128/CMR.00051-10 (2011).
Kumar, N. Target antigens of malaria transmission blocking immunity exist as a stable membrane bound complex. Parasite Immunol. 9, 321–335. https://doi.org/10.1111/j.1365-3024.1987.tb00511.x (1987).
van der Kolk, M., de Vlas, S. J. & Sauerwein, R. W. Reduction and enhancement of Plasmodium falciparum transmission by endemic human sera. Int. J. Parasitol. 36, 1091–1095. https://doi.org/10.1016/j.ijpara.2006.05.004 (2006).
Acquah, F. K. et al. Asymptomatic carriage of Plasmodium falciparum by individuals with variant blood groups and haemoglobin genotypes in southern Ghana. Malar. J. 19, 217. https://doi.org/10.1186/s12936-020-03299-1 (2020).
Diallo, M. et al. Evaluation and optimization of membrane feeding compared to direct feeding as an assay for infectivity. Malar. J. 7, 248. https://doi.org/10.1186/1475-2875-7-248 (2008).
Das, Garver, L. & Dimopoulos, G. Protocol for mosquito rearing (A. gambiae). J. Vis. Exp.. https://doi.org/10.3791/221 (2007).
Singh, B. et al. A genus- and species-specific nested polymerase chain reaction malaria detection assay for epidemiologic studies. Am. J. Trop. Med. Hyg. 60, 687–692. https://doi.org/10.4269/ajtmh.1999.60.687 (1999).
Menegon, M. et al. Genotyping of Plasmodium falciparum gametocytes by reverse transcriptase polymerase chain reaction. Mol. Biochem. Parasitol. 111, 153–161. https://doi.org/10.1016/S0166-6851(00)00314-5 (2000).
Acquah, F. K. et al. Antibody responses to two new Lactococcus lactis-produced recombinant Pfs48/45 and Pfs230 proteins increase with age in malaria patients living in the Central Region of Ghana. Malar. J. 16, 306. https://doi.org/10.1186/s12936-017-1955-0 (2017).
Acknowledgements
The authors wish to acknowledge the contributions of Osafo Kantanka (Department of Microbiology, UGMS, CHS), Elijah Moses & Gloria Malibe Lagri (KMC), Elmion Korkor (LH), Degenu Proper (Department of haematology, Korle-Bu Teaching Hospital), and all volunteers as well as their guardians.
Funding
This work was supported by funds from a World Bank African Centres of Excellence grant (WACCBIP + NCDs) and a DELTAS Africa grant (DEL-15-007) from the Wellcome Trust and the UK government, the National Institute of Health (NIH) grants (R01 A1123074 and D43 TW011513) to YAA. Additional funds (UGFD/11/2016–2017/002) were received from the University of Ghana through the Office of Research and Innovation and Development. The views expressed in this publication are those of the authors and not necessarily those of the funding agencies.
Author information
Authors and Affiliations
Contributions
M.A.M., L.E.A., N.B.Q. and Y.A.A. were responsible for the study design, supervised the data collection, and contributed to the writing of the manuscript. M.A.M., I.K.S., F.K.A., H.B.A. and D.D. performed the data collection, laboratory work and analysis. M.A.M. and L.E.A. drafted the manuscript. All the authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Ethical approval
The study was done in accordance with the Declaration of Helsinki. Ethical approval was obtained from the Noguchi Memorial Institute for Medical Research (NMIMR) [protocol number: NMIMR-IRB CPD 084/16-17] as well as the Ghana Health Service (GHS) [protocol number: GHSERC-Admin/App/Ren/700/18/266].). Written informed consent was sought from adult participants, parents/guardians of minors as well as assent from minors.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Mawuli, M.A., Amoah, L.E., Sraku, I.K. et al. Assessment of the infectivity of malaria parasites from asymptomatic school children to Anopheles gambiae mosquitoes in a high transmission area in Ghana. Sci Rep 15, 22561 (2025). https://doi.org/10.1038/s41598-025-06844-7
Received:
Accepted:
Published:
Version of record:
DOI: https://doi.org/10.1038/s41598-025-06844-7



