Abstract
Urogenital schistosomiasis (UGS) caused by Schistosoma haematobium is endemic in the South West Region of Cameroon. An understanding of the abundance and distribution of the Bulinus snail, intermediate host can inform strategic snail control programmes at a local scale. This study investigated seasonal dynamics and environmental factors influencing occurrence and abundance of freshwater snail intermediate hosts in Tiko, a semi-urban endemic focus in the Mount Cameroon area. A longitudinal malacological field survey was conducted between December 2019 and December 2020 in the Tiko municipality. Snails were collected for one year monthly at 12 different human water contact sites along a stretch of the Ndongo stream using a standardized sampling technique. Freshwater snails were identified using shell morphological features. In addition, water temperature, pH, electrical conductivity, total dissolved solutes, salinity, water depth, width and flow velocity were measured, and vegetation cover as well as substrate type were determined. Bayesian regression models were used to identify the main environmental factors affecting the occurrence and abundance of Bulinus intermediate host. In total, 2129 fresh water snails were collected during the study period. Physa (51.4%) was the most abundant genus followed by Melanoides (28.6%) then, Bulinus (15.5%), Lymnaea (4.2%), Indoplanorbis (0.2%) and Potadoma (0.1%). Seasonality in abundance was significant in Bulinus sp as well as other genera, with greater numbers in the dry season (peaks between December and February). Water temperature, a rocky or sandy substrate type associated positively with Bulinus sp, meanwhile a higher water flow rate and medium vegetation negatively influenced the snail intermediate host population. These findings underscore the importance of timing behavioural and snail control interventions against schistosomiasis as well as increase vigilance of other trematode diseases in the study area. The continuous spread of planorbid snail hosts is a major concern.
Introduction
Schistosomiasis is a parasitic helminthic and widespread neglected tropical disease in many developing countries [1]. Transmission of schistosome parasites does not occur directly from person to person, but requires freshwater where the snail intermediate hosts live and breed. Snail hosts are critical for the development, multiplication, and transmission of schistosomes implying that both the parasite and the intermediate host must be targeted in order to break the cycle of transmission so as to achieve effective control against the disease [2]. Biomphalaria, Bulinus, and Oncomelania snail species are responsible for larval development for the human Schistosoma parasite species namely, S. mansoni, S. haematobium, and S. japonicum, respectively [3, 4]. Schistosoma haematobium is the most widespread schistosome species across Africa with risk of infection in freshwater in southern and sub-Saharan Africa including the great lakes and rivers as well as smaller bodies of water [5, 6].
The focal distribution of schistosomiasis reflects to a large extent the distribution of the genera and species of intermediate snail hosts that are compatible with the parasite [7–9]. Also, lack of adequate sanitation and clean water and, more importantly, human water contact behaviour play a role in the transmission of schistosomiasis through the release of eggs in the environment by infected people and contact with contaminated water. When Schistosoma eggs are eliminated into freshwater bodies with urine or faeces, depending on the species, eggs hatch and release miracidia which penetrate specific snail intermediate hosts. The stages in the snail include two generations of sporocysts and the production of cercariae. Upon release from the snail, the infective cercariae swim, penetrate the skin of the human host and becomes schistosomulae [10, 11]. After entering the definitive host, the schistosome larvae mature into adult worms in the blood vessels of the liver, intestine and bladder. Schistosoma haematobium adult worms reside and copulate in vesicular and pelvic venous plexus of the bladder [10, 11]. The worms lay thousands of eggs which are lodged within organs of the urogenital tract eliciting inflammatory reactions, scaring and consequent progressive damage to organs [12]. To curb morbidity and eradication of schistosomiasis by 2030, WHO recommends extending preventive chemotherapy to all populations in need; targeted snail control and continued micro-mapping as critical effective interventions [13]. Integration of snail control as a preventive measure requires a thorough understanding of snail distribution.
The snails inhabit a wide range of habitats because they are found in various freshwater environment and ecological niches such as ponds, ditches and other humid areas consisting of open water, aquatic vegetation and/or inundated grass [14, 15]. Environmental and climatic factors have been well studied in regards to how they affect the population size and density of the intermediate host snails for schistosomiasis [16–24]. Environmental factors include physical and chemical water properties such as temperature, turbidity, salinity, conductivity, pH and velocity and biological factors such as the availability of food, competition, predator-prey interactions, presence, and density of aquatic plants. Limiting factors for snail habitat preferences are well established. Rainfall and temperature have been reported as the main climatic factors that determine fecundity and mortality of planorbid freshwater snails [16, 24–28]. Reports have indicated that human activities, like waste disposal, are strongly associated with the presence of snail species in heavily disturbed areas, primarily due to the abundance of organic matter and dissolved ions that are beneficial to the snails [29]. Recently, agricultural development and associated fertilizer use in West Africa are increasing the burden of schistosomiasis by fostering the growth of aquatic plants that serves as habitat for freshwater snails that transmit schistosome [30]. Nevertheless, the importance of these factors can vary considerably from one ecological zone to another and even from one aquatic habitat to another in the same ecological zone [23, 31, 32]. Thus, it is important to identify factors at a micro-geographic level that influence snail habitat preference for better understanding of local transmission dynamics.
In Cameroon, urogenital schistosomiasis is prevalent in Northern, Western and Southwestern regions of Cameroon [33, 34] where transmission of the disease is maintained by the presence of Bulinus sp [35]. Although Bulinus sp snail populations have been characterized in several endemic foci in Western Region [36], Southwest Region [37] and Centre Region [38], there exist limited studies on the ecology and population dynamics of intermediate host freshwater snails in Cameroon [37, 39]. Urogenital schistosomiasis surveys have established variation in the occurrence of the disease ranging from 12% to 57% among affected communities in Tiko, a semi-urban endemic focus situated at low altitude in the Mount Cameroon Area [40, 41]. To elucidate the epidemiology of S. haematobium infection in the Tiko focus, we conducted a malacological survey to identify and determine seasonal and population dynamics of Bulinus sp in human contact intra-urban water habitats in the Tiko endemic focus by assessing abiotic and biotic factors influencing these patterns. This study can provide useful data for development and optimization of available control interventions in the affected communities.
Methods
Study area and location of sampling sites
This malacological study is part of a larger epidemiological study carried out in the Tiko Health District [41]. We conducted field sampling for twelve consecutive months (i.e., from December 2019 to December 2020) at several human-water contact sites (hereafter referred to as ‘sites’) along a stretch of the Ndongo stream from Likomba SNEC area (4°09´ N to 9°34´E, 92 m asl) to Ndongo water tank (4°07´ N to 9°37´E, 21 m asl) in the coastal plains of Tiko Municipality, Tiko Sub-division, South West Region, Cameroon (Fig 1). The climatic conditions of the area are warm and humid, typical of coastal equatorial tropical climate, but differ from that of the central and northern parts of the country [42]. Agriculture is the main source of livelihoods for the local indigenes. They either work in small scale subsistence farms and/or in large scale banana, oil palm and rubber plantations of the Cameroon Development Corporation (CDC).
Fig 1. Map of the study region and location of the water contact sites.
(A) Topographic map of Cameroon (grey) with the South West region (highlighted green) and Fako division (oxblood color). (B) Map of Fako division with Tiko subdivision (highlighted yellow) and the study area (grey square). (C) Map of the study sites within Tiko subdivision. The black box indicates the focal sampling area. (D) Aerial photograph of Tiko municipality showing the location of the 12 water contact sampling sites (red dots). Image (D) of the study area was derived using Sentinel 2 true colour RGB imagery, source: Copernicus Sentinel data, 2023.
This coastal area is characterized by two conspicuously distinct seasons, the rainy and dry seasons. Here, the rainy season occurs from April to November and the mean annual precipitation ranges from 2000 mm to 5000 mm and is closely followed by a warm dry period of four months that lasts from December to March [42]. The mean daily temperatures are relatively constant throughout the year and ranges between 28°C and 33°C in the rainy and dry seasons respectively [43]. The open water sources in the Tiko municipality include; River Moungo and Ombe, Ndongo and Benyo streams [41]. Due to inadequate water supply in the area, these water sources are used by the indigenes for domestic (bathing, washing and other kitchen activities), economic (washing of motorcycles) and recreational (swimming) purposes [40, 41].
Snail survey
Three health areas (i.e., Holforth, Likomba and Mutengene; Fig 1) were purposively selected for the survey based on the presence of human water contact points. A total of 12 sites (i.e., streams and springs) were identified across the health areas considering accessibility to anthropogenic activities and existing variations in ecological characteristics of the habitats. The “Ndongo” stream flows across the different communities namely Likomba (NL), Consten (NC), Holforth (NH) and Water tank (NWT). Also, one spring (SNEC) was selected for sampling. Before site visits, an authorization was obtained from the local authorities (chiefs/quarter heads) of the various communities before sampling any water contact point. Sampling sites were fixed at ~ 5m2, h whereas length of 10m along the stream shoreline was sampled. Snail host sampling surveys were conducted consecutively for a full year covering the two seasons of this area. All sites were georeferenced using a hand-held global positioning system (GPS; Garmin Sery GPS MAP 62, Olathe, KS, USA) device.
Sampling was standardised for each site and snails were collected by two experienced observers by either hand picking using synthetic gloves or using locally made long-handled water nets (1m long wooden handle frame with mesh size of 2 × 2 mm) for a period of 30 minutes [2] once a month for a full year. We made certain of equal sampling possibilities by solely conducting sampling events during rain-free and or light rainy periods. Snails collected from infested streams were placed in plastic containers containing a sample of water and few micro plants from the water-contact site before onward transfer to the Zoology Research Laboratory of the University of Buea for identification using shell morphology and cercarial release by the shedding method.
Snail identification and relative abundance
Identification of snail specimens to the level of genera was carried out by observing the shell morphological characteristics using standardised taxonomic identification keys [44]. Snails with globose, ovate and sinistral shells with blunt apex were identified as Bulinus. Bulinus were further identified as Bulinus camerunensis (longer aperture more than half the total shell length and shell slightly broader) and Bulinus truncatus (prominent spire and whorls somewhat shouldered) [45, 46].
After identification, potential intermediate hosts of schistosome were examined for infections status under a dissecting microscope. Individual snail was placed in a petri dish containing 1ml of dechlorinated tap water and exposed to artificial light (fluorescent bulb 75 WAT) for 4 h (between 10:00 am and 2:00 pm) to stimulate the release of cercariae. Snail exposure to light was repeated the next day to confirm status of cercariae shedding. All identified snails were counted and preserved in well labelled plastic Eppendorf tubes (2mL) containing 70% alcohol.
Assessment of water physicochemical and hydrological properties
Water conductivity, total dissolved solids, salinity and temperature were quantified at each site using portable electronic multipurpose meter (Extech Instrument Corp. Waltham, USA) and pH meter (Hanna Instruments inc, Leighton Buzzard, Bedfordshire, UK).
Hydrological variables (velocity and discharge) were determined using the floating technique as described by Barbour et al. [47]. Flow velocity was obtained using a 1cm2 floating polystyrene. This object was placed at a distance of ~10 m upstream and marked as point zero. The time was recorded using a stop watch to the nearest second, when the floating polystyrene passed the zero point and the end point (10 meters). The rate of water velocity was calculated as shown in Eq 1 below.
Eq (1) |
The rate of water discharge was defined as the product of water width, depth and velocity (Eq 2). As such, water depth and width were measured for each sampling site using a measuring tape (mark).
Eq (2) |
Assessment of vegetation and soil properties
Classification of vegetation cover was visually performed by an estimation of the proportion of sites covered by aquatic plants around a 20m radius from the centre of individual sampling sites [23]. The percentage cover of vegetation by aquatic plant species was classified into three categories as follows: Light vegetation (0–30% submerged soft-stemmed vegetation), medium (30–60% partially submerged vegetation) and heavy vegetation (60–100% fully emerged vegetation) [48]. Furthermore, at each sampling site, the soil type was equally classified into three categories namely: rocky, sandy and muddy soils as observed in the different sampled water bodies.
Ethical statement
The study was approved by the Institutional Review Board hosted by the Faculty of Health Sciences, University of Buea (2019/922‑01/UB/SG/IRB/FHS) taking into consideration administrative clearance granted by the Southwest Regional Delegation of Public Health. Also, authorizations to permit access to field sites were obtained from the District Medical Officer for the Tiko Health District and the Community leaders who gave their consent after reading through the information sheet.
Data analysis
All statistical analyses were conducted within the R statistics platform version 4.0.3 (R Development Core Team 2020) using the following packages: ‘brms’ (Bayesian Regression Models using Stan) [49], ‘corrplot’ ‘nlme’ (linear and nonlinear mixed effect models) [50] and ‘ggplot2’.
We calculated correlation coefficients of pairwise Pearson correlations among the major water flow, water quality parameters and snail species abundance and visualized them using the R package ‘corrplot’.
Upon observing high seasonal patterns in snail abundance, particularly of the main snail host responsible for Schistosoma infection (Bulinus sp.), we assessed which factors drive changes in the seasonal (temporal) distribution of the Bulinus sp. and analysed the influence of water flow continuous predictor variables (T°, TDS, EC, pH, Salinity and Flow rate) and factorial predictor variables (vegetation and soil type) by fitting Bayesian generalised linear mixed effect models with Stan (R package ‘brms’: Bürkner, 2022). Stan implements Hamiltonian Monte Carlo and its extension, the No-U-Turn Sampler. As multiple water flow measurements (flow velocity, flow rate, water width) turned out to be strongly correlated we only included the flow rate in the analysis. For modelling, the Poisson data family was used and the model included a temporal autocorrelation term and site was set as a random factor to account for correlated observations throughout the study period and location. The model was run with four independent Markov chains of 2000 iterations, using weakly informative priors (default settings) and discarding the first 1000 iterations per chain as warm-up, which resulted in 4000 posterior samples overall. Convergence of the four chains and sufficient sampling of posterior distributions were confirmed by the visual inspection of parameter traces and by ensuring a scale reduction factor r of 1.00. For each model, mean and 95% credible intervals were calculated from posterior samples. Credible intervals of all continuous predictor variables were standardized using the scale function, to allow a direct comparison of effect strengths among predictor variables.
Results
Occurrence of freshwater snails
A total of 2129 individual snails were putatively identified belonging to five families and six genera during the entire sampling survey (Fig 2). The most abundant family was Physidae (1094 individuals) followed by the families Thiaridae (608 individuals), Planorbidae (335 individuals), Lymnaeidae (89 individuals) and Pachychilidae (3 individuals). Bulinus which is an intermediate host for Schistosoma. haematobium made up 15.5% (331) of the total number of snails collected. On the basis of shell morphology, further identification of the genus Bulinus led to the identification of two species i.e. Bulinus truncatus and Bulinus camerunensis. An invasive genus, Indoplanorbis spp of the subfamily Bulininae was also identified (1.2%; 4).
Fig 2. Photographs of study sites, snail specimens and human activities on study sites.
Photograph of a free-flowing freshwater contact site (A). Photographs of snail communities on a rocky surface along water bodies (B). Snail assemblages on a plantain stem submerged in a shallow stream (C). Photographs of some snails collected during sampling events (D), Melanoides sp. (D1), Bulinus sp. (D2), Indoplanorbis sp. (D3), Physa sp. (D4) and Lymneae sp. (D5). Detailed photo of the snail host Bulinus camerunensis (E) and Bulinus truncatus (F) responsible for Schistosoma infection. A photo of human contact activity (here, a man fetching water for domestic purposes) (G). Photo of Indoplanorbis sp. inside a free-flowing fresh water (H).
The most abundant genus was Physa (n = 1094, 51.4%), followed by Melanoides (n = 608, 28.6%) then, Bulinus (n = 331, 15.5%), Lymnaea (n = 89, 4.2%), Indoplanorbis (n = 4, 0.2%) and Potadoma (n = 3, 0.1%). Interestingly, with respect to different sites, Bulinus was conspicuously absent from site 10 throughout the different sampling rounds. Also, Indoplanorbis was only reported in sites 11 and 12 as shown in Table 1.
Table 1. Distribution of different freshwater snails sampled per study site and summed across the different sampling periods in Tiko.
Site | Site location* | Physa sp | Bulinus sp | Melanoides sp | Lymneaea sp | Potadoma sp | Indoplanorbis sp |
---|---|---|---|---|---|---|---|
S1 | NL-SN | 133 | 7 | 79 | 27 | 3 | 0 |
S2 | NL-1 | 201 | 17 | 24 | 3 | 0 | 0 |
S3 | NL-2 | 57 | 39 | 16 | 8 | 0 | 0 |
S4 | NL-3 | 164 | 30 | 43 | 3 | 0 | 0 |
S5 | NL-4 | 68 | 33 | 39 | 1 | 0 | 0 |
S6 | NL-5 | 72 | 91 | 144 | 8 | 0 | 0 |
S7 | NL-6 | 41 | 19 | 23 | 7 | 0 | 0 |
S8 | NL-7 | 117 | 43 | 2 | 5 | 0 | 0 |
S9 | NC | 93 | 12 | 109 | 19 | 0 | 0 |
S10 | NH | 24 | 0 | 116 | 1 | 0 | 0 |
S11 | NWT-1 | 39 | 2 | 3 | 1 | 0 | 2 |
S12 | NWT-2 | 85 | 38 | 10 | 6 | 0 | 2 |
Total | 1094 | 331 | 608 | 89 | 3 | 4 |
*Sites purposively selected during human contact activities and included for snail sampling
• SN = SNEC
• NL = Ndongo-Likomba
• NC = Ndongo-Costen
• NH = Ndongo-Holforth
• NWT = Ndongo-Water tank
Occurrence of seasonal snail species abundance
There was a marked shift in abundance of the most abundant genera (Physa) and the main snail intermediate host responsible for S. haematobium infection (Bulinus sp.) over the year and across seasons (Fig 3A), such that abundance significantly increased during the dry season (with peaks in between December and February) than in the rainy season (very low between March and November) for Physa (mean±sd dry = 22±5, mean±sd rainy = 6±1, F = 17.7, p < 0.001, Fig 3A) and Bulinus (mean±sd dry = 9±2, mean±sd rainy = 1±0, F = 20.7, p < 0.001, Fig 3A) respectively. Moreover, Bulinus and Physa abundances were strongly positively correlated while all other taxa showed idiosyncratic changes in abundance over the year (Fig 3B).
Fig 3. Seasonal change in the mean abundance of Bulinus snails and of other aquatic snail taxa (averaged across rivers).
A) Abundance of snails of the two abundant genera Bulinus and Physa peaked in between December and February and were very low between March and November. B) Correlation matrix showing coefficients of pairwise Spearman correlations of snail abundances.
Flow rate of water (originally measured in m2 per sec) increased from January to September and then decreased to lowest values in December/January (Fig 4A). Water temperature (T), pH, electrical conductivity (EC), total dissolved solids (TDS) and salinity peaked in January and decreased to lowest values between July and October to increase to highest values in December/January (Fig 4A). Moreover, high water flow was negatively correlated with EC, T, Salinity, and to a lesser degree with pH and TDS. Water temperature and EC were positively correlated (Fig 4B).
Fig 4.
Seasonal changes in mean (averaged across rivers) water parameters over a one-year period (A). Correlation coefficients of pairwise Pearson correlations of water parameters (B).
Drivers of Bulinusspp abundance across seasons
Our multivariate analyses using Bayesian regression models revealed that Bulinus snail abundance was shaped by several factors. We found strong support for positive effects of temperature and negative effects of flow rate on the abundance of Bulinus spp (95% credible intervals not overlapping zero) as shown in Fig 5. Furthermore, Bulinus spp was found to be more abundant on rocky and sandy than on muddy substrates (95% credible intervals not overlapping zero). Additionally, a negative effect of vegetation cover was revealed (with 95% CI slightly overlapping with zero). In contrast, EC, TDS, salinity nor pH did not affect Bulinus abundance (all 95% CI overlapping zero).
Fig 5. Statistical support for water/stream variables influencing the Bulinus abundance.
Shown are mean and 95% credible intervals (whiskers) of parameter estimates for predictor variables of Bulinus abundance from a Bayesian hierarchical model (with a temporal autocorrelation term and stream as a random factor). Mean parameter estimates are shown by a white line in the center of each box and by values above each box-and-whisker plot. Boxes give 50% quantiles of estimates. Positive and negative effects are indicated by blue and red box-and-whisker plots respectively. A) Credible intervals of continuous predictor variables (scaled before analysis). B) Credible intervals for factorial predictor variables given as contrasts to the level which is not shown (for Vegetation: low; for Soil type: Muddy) T: Temperature, TDS: Total Dissolve solids, EC: Electrical conductivity).
Water flow parameters showed significant variations within the study period (Fig 6A). Flow rate correlated with water width, water depth and flow velocity as shown in Fig 6B.
Fig 6.
A) Seasonal change in water flow parameters (averaged across rivers) over a one-year period. Please note that for reasons of better comparability all water parameters were standardized by their range. B) Flow rate is moderately to strongly correlated to water width, water depth and flow velocity.
Discussion
The ecology and population dynamics of snail intermediate hosts at a micro-geographical level are fundamental to the understanding of local transmission dynamics to plan and implement effective snail borne diseases’ prevention and control strategies [51]. Urogenital schistosomiasis is endemic in Tiko, Mount Cameroon area [41, 52]. Until now studies on UGS carried out in this area focused only on parasitological aspects (e.g., prevalence of infection), meanwhile none was directed to the transmission sites and snail host species involved. It is well known that mapping prevalences does not necessarily indicate the origin of infections, particularly in urban areas, where the mobility of the population is high [53]. This study findings demonstrate that the intra-urban fresh water bodies in this endemic focus provide suitable habitats for Bulinus, which is of great medical importance since it provides all the known snail host species for S. haematobium. Eleven out of the 12 sampled sites showed occurrence of Bulinus sp indicating that these frequently visited human water contact points are potential transmission hotspots for UGS. Also, this study revealed that seasonal changes in the abundance of freshwater snail species, and water temperature, flow rate and substrate type as the most important drivers of Bulinus snail abundance in the Tiko focus.
Six different freshwater snail genera were identified with each site having at least three or more different snail genera, an indication of snail coexistence in the same ecosystem. This agrees with the findings by Manyangadze et al. [54] who observed evidence of cohabitation between Bulinus and other freshwater snails. Among the freshwater snails identified, only two genera Bulinus and Lymnaea are known to serve as obligate intermediate hosts in the transmission of schistosomiasis and fascioliasis respectively in the subtropical regions of the world. Other freshwater snail genera such as Physa, Melanoides and Potodama with no prominent medical or veterinary importance have received less attention [55]. Two species of Bulinus were identified upon shell morphology including B. truncatus and B camerunenesis [44]. Bulinus camerunenesis, known only from crater lakes and proved to transmit S. haematobium in Lake Barombi Kotto [37] whereas B. truncatus is more or less widespread inhabiting small streams, seasonal pools, irrigation systems, dams, and lakes. Similarly, the two species of Bulinus and Indoplanorbis spp (Sub family Bulininae), an invasive southern Asian species recorded in Tiko were previously identified in lakes Barombi Kotto and Barombi Mbo endemic foci in Kumba, South West Region of Cameroon [37]. These planorbid species are known to be transported by man through aquatic plant trade or pisciculture and establishing viable populations in new habitats and creating new transmission foci [56]. During our interactions in different communities, we observed among the residents ignorance of the health risks associated with the snail intermediate hosts and inability to identity freshwater snail types within the environment. Hence, there is a need to educate and enlighten the community on disease-borne snail hosts as well as, increase vigilance for other trematode diseases.
There was a significant effect of seasonality on the abundance of all freshwater snails surveyed, with higher numbers found in the dry season, and reductions in the rainy season. These dynamics of snail populations is associated with abiotic factors, likely working in concert; for instance, snail displacement in wet months as water depth rises, and flow rate increases thereby limiting snail abundance. A negative association among snail distribution, abundance and rainfall has also been demonstrated in several studies [21, 23, 24, 28]. Our results are in line with findings from the Northern part of Cameroon by Ngonseau et al. [39], where peak numbers of Bulinus truncatus snails were reported towards the end of the dry season. Studies conducted in Nigeria showed peak abundance of Bulinus forskalii in the dry season and Biomphalaria pfeifferi at the end of the rainy season [26, 57].
Water flow rate showed a significant negative association with Bulinus spp. abundance, and it is well established that Bulinus spp prefer low flow environments [58]. Conversely, increased rainfall can provide more breeding sites for snail population through the creation of temporary and new snail habitats as there is transportation of snails by heavy rainfall [17]. In Mali, Dabo et al. [59] found a high abundance of Bulinus truncatus snails in slow flowing water with rocky biotope than fast flowing water, sandy and muddy substratum. Comparably, in the Tiko focus, the Bulinus snail species was abundant on rocky than sandy or muddy substratum habitat type. Rocky substratum habitat preference by Bulinus snails provide adhere to resist the water wave action thereby avoiding dislodgment [60]. The rocky biotope has other ecological advantages as it increases films of mud and fine salts that cover these rocks and favours aquatic plant growth which is used as a food source for snails [23, 61].
Our model revealed water temperature as a factor influencing the abundance of Bulinus sp in Tiko. Temperature has been identified as an important factor that has direct effect on freshwater snail abundance and distribution [62]. A relatively high temperature in water will lead to an increase in food availability [63], snail metabolic rate [29], and thus increasing the population size of the Bulinus snail by reducing the time in its developmental periods [23]. Rain may also affect cumulative impacts through sudden temperature reduction causing thermal shock in snails, reducing egg-laying success, and reducing post-rain recruitment as overall numbers will be reduced [58]. In this study, a marginal negative effect was found for medium vegetation type. Bulinus spp likely prefers low vegetation submerged in water and rocks to ease attachment when in water. This factor has important implications in the control of schistosomiasis. Aguiar et al. [64] reported decreased abundance of Bulinus globosus in sites characterized by high canopy probably related to indirect effects of canopy cover on snails through a negative impact on the ability of sunlight to reach the bottom and decrease primary production, which represents the food supply for snails. A randomized controlled trial in West Africa revealed an eightfold reduction in Schistosoma snail abundance following removal of submerged vegetation from water points compared to control sites. Besides disease control, this study also showed that removing vegetation offers a profitable and environmentally sound innovation for food and water access and poverty alleviation [30]. However, other studies have reported excessive vegetation cover as a factor in the spread of schistosomiasis in temperate regions [28, 65, 66]. The abundance of Bulinus and Physa was positively correlated although Physa was the most abundant freshwater snail species in Tiko. Some studies have shown a positive correlation between other freshwater snails (Tarebia granifera) and Bulinus globosus [67, 68] whereas a recent study showed a negative correlation, though not significant, between B. globosus and the invasive Physa acuta [69]. This finding has implication for further investigation as research has shown that P. acuta has higher fecundity, shorter hatching time, higher salinity tolerance, higher temperature tolerance, and tolerates fast current velocities up to 0.6 ms-1 compared to other pulmonates that are not found in water exceeding the velocity of 0.3 ms-1 [70]. Further experimental and field studies are needed to verify the use of Physa as a potential competitor snail for Bulinus spp given its numerous peculiarities over Bulinus spp.
Conclusion
Schistosomiasis transmission is dependent on the presence of compatible snail intermediate hosts at water-contact sites. This study revealed the occurrence of Bulinus spp coexisting with other freshwater snails in intra-urban streams in Tiko with significant seasonal variation in snail abundance. The two Bulinus snail species including B. truncatus and B. camerunensis identified are potential intermediate hosts of Schistosoma haematobium in the area although none of Bulinus snails were found shedding schistosome cercariae. Other freshwater snails of medical and veterinary importance known to be obligate intermediate host of trematode flukes such as fascioliasis (Lymneae) was observed and thus present potential transmission of disease to humans and animals in contact with the water bodies. The ecological implications of the Asian species Indoplanorbis co-existing with Bulinus spp in schistosome transmission foci may be of great interest. Water temperature, flow rates and substrate type were physico-chemical variables determining the occurrence and abundance of Bulinus snail intermediate host in the Tiko focus. Correlation analysis suggests Physa snail species as potential competitor against Bulinus- intermediate host. Snail populations were more abundant during the dry season. This findings can inform timing of praziquantel administration in the human population as well as behavioural or snail control interventions to reduce density of freshwater snail intermediate hosts and thus control the spread of schistosomiasis at a local level.
Supporting information
(PDF)
Acknowledgments
We acknowledge the help of all collaborators in the field and for data collection.
Abbreviations
- UGS
urogenital schistosomiasis
- TDS
Total dissolve solids
- EC
Electrical conductivity
- T
Temperature
- CDC
Cameroon Development Corporation
Data Availability
All relevant data are within the paper and its Supporting Information files.
Funding Statement
The authors received no specific funding for this this work.
References
- 1.Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. The lancet. 2012; 380(9859): 2197–2223. doi: 10.1016/S0140-6736(12)61689-4 [DOI] [PubMed] [Google Scholar]
- 2.Opisa S, Odiere MR, Jura WG, Karanja DM, & Mwinzi PN. Malacological survey and geographical distribution of vector snails for schistosomiasis within informal settlements of Kisumu City, western Kenya. Parasites & vectors. 2011; 4(1): 226. doi: 10.1186/1756-3305-4-226 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Gryseels B, Polman K, Clerinx J, & Kestens L.Human schistosomiasis. Lancet. 2006; 368(9541):1106–18. doi: 10.1016/S0140-6736(06)69440-3 [DOI] [PubMed] [Google Scholar]
- 4.King CH. Parasites and poverty: the case of schistosomiasis Acta Tropica. 2009;113: 95–104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.van der Werf MJ, de Vlas SJ, Brooker S, Looman CW, Nagelkerke NJ, Habbema J DF, et al. Quantification of clinical morbidity associated with schistosome infection in sub-Saharan Africa. Acta Tropica. 2003;86(2): 125–39. doi: 10.1016/s0001-706x(03)00029-9 [DOI] [PubMed] [Google Scholar]
- 6.Colley DG, Bustinduy AL, Secor WE, King CH. Human schistosomiasis. Lancet. 2014; 383: 2253–64. doi: 10.1016/S0140-6736(13)61949-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Hanington PC, Forys MA, Loker ES. A somatically diversified defense factor, FREP3, is a determinant of snail resistance to schistosome infection. PLoS Negl Trop Dis. 2012; doi: 10.1371/journal.pntd.0001591 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Moser W, Greter H, Schindler C, Allan F, Ngandolo B, Moto D, et al. The spatial and seasonal distribution of Bulinus truncatus, Bulinus forskalii and Biomphalaria pfeiferi, the intermediate host snails of schistosomiasis, in N’Djamena. Chad Geospat Health. 2014;9:109–18. [DOI] [PubMed] [Google Scholar]
- 9.Gordy MA, Kish L, Tarrabain M, Hanington PC. A comprehensive survey of larval digenean trematodes and their snail hosts in central Alberta, Canada. Parasitol Res. 2016; doi: 10.1007/s00436-016-5152-9 [DOI] [PubMed] [Google Scholar]
- 10.Paniker CK, Ghosh S. Paniker’s textbook of medical parasitology. JP Medical Ltd. 2017. [Google Scholar]
- 11.Centre for Disease Control and Prevention. https//www.cdc.gov/parasites/schistosomiasis/biology/.html. 2019. [Accessed 3 September, 2022]. [Google Scholar]
- 12.World Health Organization. “Schistosomiasis: key facts”. Geneva: WHO; (https://www.who.int/newsroom/factshets/detail/schistosomiasis), 2019. [Accessed 3 September 2022] [Google Scholar]
- 13.World Health Organization. Ending the neglect to attain the sustainable development goals: a road map for neglected tropical disease 2021–2030. WHO, Geneva, 2020. [Google Scholar]
- 14.Okafor FC, Ngang I. Freshwater snails of Niger-Cem, Nkalagu, Eastern Nigeria: Observations on some demographic aspects of the schistosome transmitting bulinids. Animal Res Inter. 2004; 1(2):120–4. [Google Scholar]
- 15.De Roeck E, Van Coillie F, De Wulf R, Soenen K, Charlier J, Vercruysse J, et al. Fine-scale mapping of vector habitats using very high-resolution satellite imagery: a liver fluke case-study. Geospat Health. 2014;8(3):671–83. doi: 10.4081/gh.2014.296 [DOI] [PubMed] [Google Scholar]
- 16.Brown DS. Fresh water snails of Africa and their medical importance. CRC press, 1994. [Google Scholar]
- 17.Ofulla AV, Adoka SO, Anyona DN, Abuom PO, Karanja D, Vulule JM, et al. Spatial distribution and habitat characterization of schistosomiasis host snails in lake and land habitats of western Kenya. Res Manag. 2013;18: 197–215. [Google Scholar]
- 18.Barkia H, Barkia A, Yacoubi R, Guemri Y, El Madhi Y, Belghyti D. Trematode infection among freshwater gastropods in the Gharb area, Morocco. Environ Earth Sci. 2015;5: 174–81. [Google Scholar]
- 19.Gouvras AN, Allan F, Kinung’hi S, Rabone M, Emery A, Angelo T, et al. Longitudinal survey on the distribution of Biomphalaria sudanica and B. choanomophala in Mwanza region, on the shores of Lake Victoria, Tanzania: implications for schistosomiasis transmission and control. Parasites & Vectors. 2017;10(1): 1–14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Oloyede OO, Otarigho B, Morenikeji O. Diversity, distribution and abundance of freshwater snails in Eleyele dam, Ibadan, south-west Nigeria. Zoology and Ecology. 2017;27(1): 35–43. [Google Scholar]
- 21.Rabone M, Wiethase JH, Allan F, Gouvras AN, Pennance T, Hamidou AA, et al. Freshwater snails of biomedical importance in Niger River Valley: evidence of temporal and spatial patterns in abundance, distribution and infection with schistosoma spp. Parasites & Vectors. 2019;12(1): 1–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Chimbari M J, Kalinda C, Siziba N. Changing patterns of Schistosoma host snail population densities in Maun, Botswana. African Journal of Aquatic Science. 2020; 45(4): 493–499. [Google Scholar]
- 23.Olkeba BK, Boets P, Mereta ST, Yeshigeta M, Akessa GM, Ambelu A, et al. Environmental and biotic factors affecting freshwater snail intermediate hosts in the Ethiopian Rift Valley region. Parasites & Vectors. 2020;13: 1–13. doi: 10.1186/s13071-020-04163-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Manyangadze T, Chimbari MJ, Rubaba O, Soko W, Mukaratirwa S. Spatial and seasonal distribution of Bulinus globosus and Biomphalaria pfeifferi in Ingwavuma, uMkhanyakude district, KwaZulu-Natal, South Africa: Implications for schistosomiasis transmission at micro-geographical scale. Parasites & Vectors. 2021; 14(1): 1–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Ndifon G, Ukoli F. Ecology of freshwater snails in south-western Nigeria. I: Distribution and habitat preferences. Hydrobiologia. 1989;171(3):231–53. [Google Scholar]
- 26.Owojori O, Asaolu S, Ofoezie I. Ecology of freshwater snails in Opa reservoir and research farm ponds at Obafemi Awolowo University Ile-Ife, Nigeria. 2006. [Google Scholar]
- 27.McCreesh N, Arinaitwe M, Arineitwe W, Tukahebwa EM, Booth M. Effect of water temperature and population density on the population dynamics of Schistosoma mansoni intermediate host snails. Parasites & Vectors. 2014;7(1): 503. doi: 10.1186/s13071-014-0503-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Ismail HA, Ahmed AE, Cha S, Jin Y. The Life Histories of Intermediate Hosts and Parasites of Schistosoma haematobium and Schistosoma mansoni in the White Nile River, Sudan. International Journal of Environmental Research and Public Health. 2022; 19(3): 1508. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Yigezu G, Mandefro B, Mengesha Y, Yewhalaw D, Beyene A, Ahmednur M, et al. Habitat suitability modelling for predicting potential habitats of freshwater snail intermediate hosts in Omo-Gibe river basin, southwest Ethiopia. Ecol Inform. 2018; 45: 70–80. [Google Scholar]
- 30.Rohr JR, Sack A, Bakhoum S, Barrett CB, Lopez-Carr D, Chamberlin AJ, et al. A planetary health innovation for disease, food and water challenges in Africa. Nature. 2023; 12:1–6. doi: 10.1038/s41586-023-06313-z [DOI] [PubMed] [Google Scholar]
- 31.Erko B, Balcha F, Kifle D. The ecology of Biomphalaria sudanica in Lake Ziway, Ethiopia. African Journal of Ecology. 2006;44(3): 347–352. [Google Scholar]
- 32.Dida GO, Gelder FB, Anyona DN, Matano AS, Abuom PO, Adoka SO, et al. Distribution and abundance of schistosomiasis and fascioliasis host snails along the Mara River in Kenya and Tanzania. Infection Ecology & Epidemiology. 2014;4(1): 24281. doi: 10.3402/iee.v4.24281 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Tchuem Tchuente LA, Kamwa RI, Sumo L, Ngassam P, Dongmo NC, et al. Mapping of Schistosomiasis and Soil-Transmitted Helminthiasis in the Regions of Centre, East and West Cameroon. PLoS Negl Trop Dis. 2012;6(3): e1553. doi: 10.1371/journal.pntd.0001553 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Tchuem Tchuenté LA, Noumedem CD, Ngassam P, Kenfack CM, Gipwe NF, Dankoni D, et al. Mapping of schistosomiasis and soil-transmitted helminthiasis in the regions of littoral, north-west. South and South-West Cameroon and recommendations for treatment BMC Infectious Diseases. 2013;13: 602. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Greer GJ, Tchounwou PB, Takougang I, Monkiedje A. Field tests of a village based mollusciciding programme for the control of snail hosts of human schistosomes in Cameroon. Tropical Med Int Health. 1996;1(3): 320–7. doi: 10.1046/j.1365-3156.1996.d01-42.x [DOI] [PubMed] [Google Scholar]
- 36.Mimpfoundi R, Ndassa A. Morphological studies on Bulinus sp (Gastropoda: Planorbidae) from Nchout Monoun, Cameroon. Afr Zool. 2006;41(2): 210–4. [Google Scholar]
- 37.Campbell SJ, Stothard JR, O’Halloran F, Sankey D, Durant T, Eloundou OD, et al. Urogenital schistosomiasis and soil-transmitted helminthiasis (STH) in Cameroon: an epidemiological update at Barombi Mbo and Barombi Kotto crater lakes assessing prospects for intensified control interventions. Infectious diseases of poverty. 2017; 6(01): 36–48. doi: 10.1186/s40249-017-0264-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Kengne-Fokam AC, Nana-Djeunga HC, Bagayan M, Njiokou F. Biomphalaria camerunensis as a viable alternative intermediate host for Schistosoma mansoni in southern Cameroon. Parasites & vectors. 2018;11(1): 1–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Ngonseu E, Greer GJ, Mimpfoundi R. Population dynamics and infestation of Bulinus truncatus Bulinus forskalii by schistosomal larvae Sudan-Sahelian zone of Cameroon. Ann Soc Belg Med Trop. 1992;72: 311–320. [PubMed] [Google Scholar]
- 40.Ndassi VD, Anchang-Kimbi JK, Sumbele IUN, Ngufor LA, Nadege K, Kimbi HK. The epidemiological status of urogenital schistosomiasis among reproductive aged individuals in the Tiko Health Area- a semi-urban setting in the Mount Cameroon area. PLoS Negl Trop Dis. 2021;15(1): e0008978. doi: 10.1371/journal.pntd.0008978 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Green AE, Anchang-Kimbi JK, Wepnje GB, Ndassi VD, Kimbi HK. Distribution and factors associated with urogenital schistosomiasis in the Tiko Health District, a semi-urban setting, South West Region, Cameroon. Infectious diseases of poverty. 2021; 10(1):1–15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Bigoga JD, Manga L, Titanji VPK, Coetzee M, Leke RGF. Malaria vectors and transmission dynamics in coastal south-western Cameroon. Malaria Journal. 2007;6: 5. doi: 10.1186/1475-2875-6-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Tabi ESB, Cumber SN, Juma KO, Ngoh EA, Akum EA, Eyong EM. A cross-sectional survey on the prevalence of anaemia and malnutrition in primary school children in the Tiko Health District, Cameroon. Pan Afr Med. 2019; 32: 111. doi: 10.11604/pamj.2019.32.111.15728 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Brown DS, Kristensen TK. A field guide to African freshwater snails, Southern African species. Danish Bilharziasis Laboratory Publication. 1989; 383:22–32, 38–41. [Google Scholar]
- 45.Brown D. Freshwater Snails of Africa and Their Medical Importance. 2nd ed. Taylor and Francis; 1994. [Google Scholar]
- 46.Mandahl-Barth G. Intermediate hosts of Schistosoma: African Biomphalaria and Bulinus. II. Bull World Health Organ. 1957; 17:1–65. [PMC free article] [PubMed] [Google Scholar]
- 47.Barbour MT, Gerritsen J, Snyder BD, Stribling JB. Rapid bioassessment protocols for use in streams and wadeable rivers: periphyton, benthic macroinvertebrates and fish. Washington, DC: US Environmental Protection Agency, Office of Water. 1999; (339): 841-B–99-00. [Google Scholar]
- 48.Olkeba BK, Boets P, Mereta ST, Mandefro B, Debesa G, Ahmednur M, et al. Malacological and parasitological surveys on Ethiopian Rift Valley Lakes: Implications for control and elimination of snail-borne diseases. International Journal of Environmental Research and Public Health. 2021;19(1): 142. doi: 10.3390/ijerph19010142 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Bürkner PC. brms: An R package for Bayesian multilevel models using Stan. Journal of Statistical software. 2017;80: 1–28. [Google Scholar]
- 50.Pinheiro J, Bates D, DebRoy S, Sarkar D, Heisterkamp S, van Willigen B, et al. Nlme: Linear and nonlinear mixed effects models, R package version 3.0–155, 2022. [Google Scholar]
- 51.Sangwan AK, Jackson B, De Glanville W, Pfeiffer DU, Stevens KB. Spatial analysis and identification of environmental risk factors affecting the distribution of Indoplanorbis and Lymnaea species in semi-arid and irrigated areas of Haryana, India. Parasit. Epidemiol. Control. 2016;1: 252–262. doi: 10.1016/j.parepi.2016.05.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Anguh E, Ako S, Numfor EZ, Bimabam J, Ndassi V. Presence of an unmapped focus for urogenital schistosomiasis in the Tiko Health District in Cameroon: Implications for control. International Journal of Tropical Disease and Health. 2018;32(2): 1–8. [Google Scholar]
- 53.Ernould JC, Kaman Kaman A, Labbo R, Couret D, Chippaux JP. Recent urban growth and urinary schistosomiasis in Niamey, Niger. Tropical Medicine & International Health. 2000; 5(6):431–7. [DOI] [PubMed] [Google Scholar]
- 54.Manyangadze T, Chimbari MJ, Gebreslasie M, Ceccato P, Mukaratirwa S. Modelling the spatial and seasonal distribution of suitable habitats of schistosomiasis intermediate host snails using Maxent in Ndumo area, KwaZulu-Natal Province, South Africa. Parasites Vectors. 2016; 9: 572. doi: 10.1186/s13071-016-1834-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Tolley-Jordan L, Huryn AD, Bogan AE. Effects of Landuse change on a diverse pleurocerid snail assemblage. Aquatic Conservation: Marine and Freshwater Ecosystems. 2015; 25(2): 235–2349. [Google Scholar]
- 56.Pointier JP, David P, Jarne P. Biological invasions: the case of planorbid snails. Journal of Helminthology. 2005; 79(3):249–56. doi: 10.1079/joh2005292 [DOI] [PubMed] [Google Scholar]
- 57.Ayanda OI. Prevalence of snail vectors of schistosomiasis and their infection rates in two localities within Ahmadu Bello University (A.B.U) Campus, Zaria, Kaduna stse, Nigeria. Journal of Cell and Animal Biology. 2009;3: 58–61. [Google Scholar]
- 58.Rollinson D, Stothard JR, Southgate VR. Interactions between intermediate snail host snails of the genus Bulinus and schistosomes of the Schistosoma haematobium group. Parasitology. 2001; 123(7): 245–260. [DOI] [PubMed] [Google Scholar]
- 59.Dabo A, Diarra AZ, Machault V, Touré O, Niambélé DS, Kantéet A, al. Urban schistosomiasis and associated determinant factors among school children in Bamako, Mali, West Africa. Infect Dis Poverty. 2015; 4: 4. doi: 10.1186/2049-9957-4-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Deribew K, Erko B, Mereta ST, Yewhalaw D, Mekonnen Z. Assessing Potential Intermediate Host Snails of Urogenital Schistosomiasis, Human Water Contact Behavior and Water Physico-chemical Characteristics in Alwero Dam Reservoir, Ethiopia. Environmental Health Insights.2022;16: 1–9. doi: 10.1177/11786302221123576 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Halstead NT, Civitello DJ, Rohr JR. Comparative toxicities of organophosphate and pyrethroid insecticides to aquatic macroarthropods. Chemosphere. 2015;135: 265–71. doi: 10.1016/j.chemosphere.2015.03.091 [DOI] [PubMed] [Google Scholar]
- 62.Brown D. A review of the freshwater Mollusca of Natal and their distribution. Ann. Natal Mus. 1967;18: 477–494. [Google Scholar]
- 63.Malek EA. Factors conditioning the habitat of bilharziasis intermediate hosts of the family Planorbidae. Bulletin of the World Health Organization. 1958;18(5–6): 785. [PMC free article] [PubMed] [Google Scholar]
- 64.Aguiar F, Ferreira M, Pinto P. Relative infuence of environmental variables on macroinvertebrate assemblages from an Iberian basin. J N Am Benthol Soc. 2002;21: 43–53. [Google Scholar]
- 65.Patz JA, Confalonieri UE, Amerasinghe FP, Chua KB, Daszak P, Hyatt AD, et al. Human health: ecosystem regulation of infectious diseases. Ecosystems and Human Well-Being: Current State and Trends: Findings of the Condition and Trends Working Group of the Millennium Ecosystem Assessment. 2005;391–415. [Google Scholar]
- 66.Lemon SM, Sparling PF, Hamburg MA, Relman DA, Choffnes ER, Mack A. Vector-borne diseases: understanding the environmental, human health, and ecological connections. Workshop summary. Vector-borne diseases: understanding the environmental, human health, and ecological connections Workshop summary. National Academies Press, 2008. [PubMed] [Google Scholar]
- 67.Odongo-Aginya E, Kironde F, Kabatereine N, Kategere P, Kazibwe F. Effect of seasonal rainfall and other environmental changes, on Snail density and infection rates with Schistosoma mansoni fifteen years after the last snails’ study in Kigungu, Entebbe, Uganda. East Afr. Med. J. 2008; 5: 556–563. [DOI] [PubMed] [Google Scholar]
- 68.Ndione RA, Bakhoum S, Haggerty C, Jouanard N, Senghor S, Ndao PD, et al. Intermediate Host Snails of Human Schistosomes in the Senegal River Delta: Spatial Distribution According to Physicochemical Parameters. Invertebr. Ecophysiol. Manag. 2019;71: 1–10. [Google Scholar]
- 69.Nwoko OE, Kalinda C, Manyangadze T, Chimbari MJ. Species Diversity, Distribution, and Abundance of Freshwater Snails in KwaZulu-Natal, South Africa. Water. 2012;14: 2267. [Google Scholar]
- 70.Brackenbury TD, Appleton C. Recolonization of the Umsindusi river, Natal, South Africa, by the invasive gastropod, Physa acuta (Basommatophora, Physidae). J. Med. Appl. Malacol. 1993;5: 39–44. [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
(PDF)
Data Availability Statement
All relevant data are within the paper and its Supporting Information files.