Abstract
Background
Human schistosomiasis is the second most important tropical disease and occurs in two forms in Africa (intestinal and urogenital) caused by the digenetic trematodes Schistosoma mansoni and Schistosoma haematobium, respectively. A proposed recent shift of schistosomiasis above a previously established altitudinal threshold of 1400 m above sea level in western Ugandan crater lakes has triggered more research interest there.
Methods
Based on extensive field sampling in western Uganda and beyond and employing an approach using sequences of the mitochondrial barcoding gene cytochrome c oxidase subunit 1 (cox1) this study aims were: (i) identification and establishment of the phylogenetic affinities of Bulinus species as potential hosts for Schistosoma spp.; (ii) determining diversity, frequency and distribution patterns of Bulinus spp.; and (iii) establishing genetic variability and phylogeographical patterns using Bayesian inference and parsimony network analyses.
Results
Out of the 58 crater lakes surveyed, three species of Bulinus snails were found in 34 crater lakes. Bulinus tropicus was dominating, Bulinus forskalii was found in two lakes and Bulinus truncatus in one. The latter two species are unconfirmed potential hosts for S. haematobium in this region. However, Bulinus tropicus is an important species for schistosomiasis transmission in ruminants. Bulinus tropicus comprised 31 haplotypes while both B. forskalii and B. truncatus exhibited only a single haplotype in the crater lakes. All species clustered with most of the haplotypes from surrounding lake systems forming source regions for the colonization of the crater lakes.
Conclusions
This first detailed malacological study of the crater lakes systems in western Uganda revealed presence of Bulinus species that are either not known or not regionally known to be hosts for S. haematobium, the causing agent of human urogenital schistosomiasis. Though this disease risk is almost negligible, the observed dominance of B. tropicus in the crater lakes shows that there is a likelihood of a high risk of infections with Schistosoma bovis. Thus, extra attention should be accorded to safeguard wild and domestic ruminants in this region as the population benefits from these animals.
Keywords: Bulinus forskalii, Bulinus tropicus, Bulinus truncatus, Schistosoma haematobium, Schistosoma bovis, Neglected tropical disease, Schistosomiasis surveillance
Background
Schistosomiasis is an important tropical disease especially in sub-Saharan Africa, with more than 90% of the disease burden [1] and the second most important public health disease after malaria [1, 2]. Schistosomiasis is a parasitic disease transmitted by planorbid gastropods. Human schistosomiasis in Africa occurs in two forms (intestinal and urogenital), caused by the digenetic trematodes Schistosoma mansoni and Schistosoma haematobium, respectively. Urogenital schistosomiasis accounts officially for two-thirds of all cases [3], a figure that might be too optimistic as the real prevalence of the disease is potentially underestimated by a factor of three [4]. The already important direct impact of urogenital schistosomiasis is worsened by its established role in cancer epidemics and AIDS epidemics in Africa (reviewed in [5]), besides the long recognized roles in other pathologies and diseases such as haematuria and female genital schistosomiasis (reviewed in [6]). Interestingly, S. haematobium is the least studied of the major human schistosomes [7, 8].
Unlike in many other regions of sub-Saharan Africa, in Uganda, intestinal rather than urogenital schistosomiasis is considered a major public health problem [9]. Urogenital schistosomiasis, though present has long been assumed to be restricted to a few areas of eastern and northern Uganda [10]. Schistosomiasis studies in Uganda have so far been focused on regional intestinal schistosomiasis [11–14] around the great lake systems of Lake Victoria and Lake Albert. A negligible amount of studies have been conducted on urogenital schistosomiasis and S. haematobium and their planorbid host snails belonging to the genus Bulinus. Today there is no official declaration about any region of Uganda to be completely free of urogenital schistosomiasis. Thus, the status of urogenital schistosomiasis remains an enigma in Uganda.
A recent study [15] has indicated that intestinal schistosomiasis actually occurs above an earlier designated threshold of 1400 m above sea level (a.s.l.), specifically in crater lakes in western Uganda. For instance, a high rate of intestinal schistosomiasis in travelers after a brief exposure to the high-altitude crater Lake Nyinambuga was reported in 2012 [16]. The Albertine Rift valley region of western Uganda is dominated by mainly two types of freshwater bodies; the three great lakes Albert, Edward, George and about 90 small crater lakes of varying sizes scattered throughout the region. The crater lakes have originally been divided into four geographical fields of Fort Portal, Ndali-Kasenda, Katwe-Kikorongo and Bunyaruguru [17] (see Fig. 1). They straddle the equator between and are spread along the regional rift valley gradient from 914 m to 1566 m elevation [18], with varying limnological characteristics [19] and climatic gradient. The region is one of the most densely populated rural areas in sub-Saharan Africa [20] and is also a tourist destination, attracting local and international travelers.
The potential of urogenital schistosomiasis in Uganda has been neglected, despite the fact that the disease is common in regions nearby such as the Democratic Republic of the Congo (DRC) [21], Tanzania [22] and South Sudan [23]. It has recently been shown that targeting the schistosome intermediate hosts is the most effective of all elimination strategies combating the burden of schistosomiasis [24]. A first step in targeting regional transmission foci is the correct identification of the intermediate hosts [25]. This is particularly true for the Bulinus spp./Schistosoma haematobium system, since Bulinus is a very diverse freshwater gastropod genus of currently recognized 37 species belonging to four species complexes that are morphologically variable [26, 27]. Although there are still some taxonomic issues involved, it has repeatedly been shown that these species complexes can be identified using molecular genetic tools [28–31]. Three of the species complexes are known to occur in regions along the Albertine Rift, namely the B. truncatus/B. tropicus complex, the B. forskalii group and the B. africanus group [32]. These regions are potentially species source pools for the crater lakes. Given that these groups include potential hosts for S. haematobium, it is important to survey the crater lakes region for snails transmitting human urogenital schistosomiasis. Therefore, enhanced simultaneous mapping and monitoring of strains of urogenital schistosomiasis and their intermediate hosts populations are both necessary to control this disease in areas where it has not been known to occur before. Very little information, however, exists on the mollusc fauna of the crater lakes [33]. This necessitates an assessment of the status of potential host snail species and thus urogenital schistosomiasis in the region.
Based on extensive field sampling in the crater field region and beyond and employing an approach using sequences of the barcoding gene of mitochondrial cytochrome c oxidase subunit 1 (cox1) this study aims are: (i) identification and establishment of the phylogenetic affinities of Bulinus species as potential hosts for Schistosoma spp.; (ii) determining diversity, frequency and distribution patterns of Bulinus spp.; and (iii) establishing genetic variability and phylogeographical patterns.
Methods
Study area
This study was conducted in lakes of the three main crater fields in Uganda, between Fort Portal region in the north, Ndali-Kasenda in the middle and Bunyaruguru in the south (Fig. 1). The region is bordered by the vast Rwenzori Mountains in the north-west, the southern shores of Lake Albert in the north and the region of the Queen-Elizabeth National Park (Lake Edward-George) in the south. Most of the crater lakes were formed by faulting and volcanic eruption some 8000 to 10,000 years ago [34]. Bunyaruguru lakes lie on the southern side of the Edward-George system while the rest are located on its northern side. The climate, hydrology, water chemistry and landscape settings are highly heterogeneous between crater fields. Lakes in Fort Portal crater field lie at higher altitude (above 1500 m a.s.l), than those in the Ndali-Kasenda crater field and Bunyaruguru. Lake Kyaninga (Fig. 2a) is one of the deepest (220 m) known crater lake in western Uganda [35], although the crater lakes are generally shallow. Some of the lakes are embedded in a still rather natural setting whereas the surroundings of many of the lakes studied are highly disturbed by anthropogenic activities. The lakes are commonly exploited as a water source for humans and livestock consumption (Fig. 2). Furthermore, these lakes are also a main source of food for the local communities using them for fishing. Some of the fish species are introduced. For example, Tilapia zillii, Orechromis leucosticus and Poecilia reticulata were introduced in Lake Nkuruba [36].
Sampling
Out of 58 crater lakes sampled, 19 were from Bunyaruguru, 33 from Ndali-Kasenda and the 6 remaining from Fort Portal crater field (Table 1). We purposively selected these lakes to cover a range from low altitude (1033 m a.s.l) to high altitude (1569 m a.s.l). The selection of a lake and/or sampling site was based on representation of lake field size, lake size class, utilization and lake type as well as accessibility. Lakes of Katwe-Kikorongo field are known to be mainly saline [19] and were therefore not included in this study.
Table 1.
Crater field | Location | Lake code | Coordinates | Altitude (m) | Species | No. of haplotypesa | Specimen codea | Specimen voucher | Prep. no. | GenBank ID [reference] | |
---|---|---|---|---|---|---|---|---|---|---|---|
Latitude | Longitude | ||||||||||
Bunyaruguru | Lake Bugwagyi, Uganda | BGJ | −0.19680°N | 30.18663°E | 1070 | B. tropicus | 1 | BGJ1.1 | UGSB 21302 | 25644 | MN551518 |
B. tropicus | BGJ1.2 | UGSB 21303 | 25645 | MN551519 | |||||||
Lake Chemab, Uganda | −0.25229°N | 30.11444°E | 1268 | – | – | – | – | ||||
Lake Kabarogyib, Uganda | −0.22692°N | 30.21375°E | 1352 | – | – | – | – | ||||
Lake Kakob, Uganda | −0.30484°N | 30.09728°E | 1405 | – | – | – | – | ||||
Lake Kamunzukub, Uganda | −0.26422°N | 30.15410°E | 1272 | – | – | – | – | ||||
Lake Kamwerub, Uganda | −0.26023°N | 30.12223°E | 1270 | – | – | – | – | ||||
Lake Kariyab, Uganda | −0.23010°N | 30.16624°E | 1256 | – | – | – | – | ||||
Lake Kasiriyab, Uganda | −0.25673°N | 30.13180°E | 1265 | – | – | – | – | ||||
Lake Katindab, Uganda | −0.22237°N | 30.10978°E | 1033 | – | – | – | – | ||||
Lake Kigezi, Uganda | KGZ | −0.28589°N | 30.11084°E | 1323 | B. tropicus | 1 | KGZ1.1 | UGSB 21308 | 25648 | MN551520 | |
B. tropicus | KGZ1.2 | UGSB 21309 | 25649 | MN551521 | |||||||
Lake Kyamwiga, Uganda | KMG | −0.19196°N | 30.15009°E | 1035 | B. tropicus | 1 | KMG1.1 | UGSB 21296 | 25640 | MN551516 | |
B. tropicus | KMG1.2 | UGSB 21297 | 25641 | MN551517 | |||||||
Lake Kyasanduka, Uganda | −0.28745°N | 30.04731°E | 1016 | B. truncatus | UGSB 23628 | 27178 | MN551575 | ||||
B. truncatus | UGSB 23629 | 27179 | MN551576 | ||||||||
Lake Mafuro, Uganda | MFR | −0.26749°N | 30.10385°E | 1279 | B. tropicus | 3 | MFR1.1 | UGSB 21287 | 25634 | MN551510 | |
B. tropicus | MFR1.2 | UGSB 21288 | 25635 | MN551511 | |||||||
B. tropicus | MFR2.1 | HQ121571 [32] | |||||||||
Lake Mugogob, Uganda | −0.28262°N | 30.12591°E | 1323 | – | |||||||
Lake Murambi, Uganda | MRM | −0.22512°N | 30.10789°E | 1079 | B. tropicus | MRM1.1 | UGSB 21290 | 25636 | MN551512 | ||
B. tropicus | MRM1.2 | UGSB 21291 | 25637 | MN551513 | |||||||
Lake Nyamusingireb, Uganda | −0.28455°N | 30.03994°E | 985 | – | – | – | – | ||||
Lake Nkuguteb, Uganda | −0.32068°N | 30.10341°E | 1404 | – | – | – | – | ||||
Lake Nyungu, Uganda | NGU | −0.25500°N | 30.09524°E | 1196 | B. tropicus | 2 | NGU1.1 | UGSB 21293 | 25638 | MN551513 | |
B. tropicus | NGU1.2 | UGSB 21294 | 25639 | MN551515 | |||||||
B. tropicus | NGU2.1 | HQ121571 [32] | |||||||||
Lake Rwijongoc, Uganda | RWG | −0.27122°N | 30.08909°E | 1262 | B. tropicus | 2 | RWG2.2 | HQ121570 [32] | |||
B. tropicus | RWG2.3 | HQ121571 [32] | |||||||||
Ndali Kasenda | Lake Kanyabuterereb, Uganda | 0.41485°N | 30.28823°E | 1201 | – | – | – | – | |||
Lake Kanyamukali, Uganda | KML | 0.40699°N | 30.23669°E | 1167 | B. tropicus | 2 | KML1.1 | UGSB 21434 | 25839 | MN551526 | |
B. tropicus | KML1.2 | UGSB 21435 | 25840 | MN551527 | |||||||
B. tropicus | KML1.3 | UGSB 16767 | 22523 | MN551503 | |||||||
B. tropicus | KML1.4 | UGSB 16768 | 22524 | MN551504 | |||||||
B. tropicus | KML1.5 | UGSB 16853 | 22571 | MN551508 | |||||||
Lake Kanyangwe, Uganda | KAG | 0.45041°N | 30.27586°E | 1280 | B. tropicus | 3 | KAG1.1 | UGSB 22111 | 26335 | MN551554 | |
B. tropicus | KAG1.2 | UGSB 22112 | 26336 | MN551555 | |||||||
B. tropicus | KAG2.1 | HQ121576 [32] | |||||||||
Lake Kasenda, Uganda | KSD | 0.43285°N | 30.29179°E | 1248 | B. tropicus | 5 | KSD1.1 | UGSB 21431 | 25837 | MN551524 | |
B. tropicus | KSD1.2 | UGSB 21432 | 25838 | MN551525 | |||||||
B. tropicus | KSD2.1 | HQ121577 [32] | |||||||||
B. tropicus | KSD2.2 | HQ121578 [32] | |||||||||
B. tropicus | KSD2.3 | HQ121579 [32] | |||||||||
Lake Kibungo, Uganda | KIG | 0.39237°N | 30.23338°E | 1140 | B. forskalii | 1 | KIG1.1 | UGSB 22375 | 26620 | MN551573 | |
Lake Kifurukab, Uganda | 0.48912°N | 30.28845°E | 1407 | – | – | – | – | ||||
Lake Kitere, Uganda | KTR | 0.39731°N | 30.27346°E | 1144 | B. tropicus | 2 | KTR1.1 | UGSB 21570 | 25956 | MN551541 | |
B. tropicus | KTR1.2 | UGSB 21571 | 25957 | MN551542 | |||||||
Lake Kyanga, Uganda | KYG | 0.40022°N | 30.23221°E | 1167 | B. tropicus | 2 | KYG1.1 | UGSB 21455 | 25853 | MN551532 | |
B. tropicus | KYG1.2 | UGSB 21456 | 25854 | MN551533 | |||||||
Lake Lugembe, Uganda | LGB | 0.44722°N | 30.28123°E | 1298 | B. tropicus | 1 | LGB1.1 | UGSB 22123 | 26343 | MN551560 | |
B. tropicus | LGB1.2 | UGSB 22124 | 26344 | MN551561 | |||||||
Lake Lyantondeb, Uganda | 0.48662°N | 30.28024°E | 1404 | – | – | – | – | ||||
Lake Mirambi, Uganda | MRB | 0.38902°N | 30.22906°E | 1144 | B. forskalii | 1 | MRB1.1 | UGSB 22120 | 26341 | MN551559 | |
B. forskalii | MRB1.2 | UGSB 22372 | 26618 | MN551574 | |||||||
Lake Mubirob, Uganda | 0.44144°N | 30.25545°E | 1212 | – | – | – | – | ||||
Lake Muligamire, Uganda | MRR | 0.42302°N | 30.28884°E | 1208 | B. tropicus | 1 | MRR1.1 | UGSB 21561 | 25950 | MN551538 | |
B. tropicus | MRR1.2 | UGSB 21562 | 25951 | MN551539 | |||||||
Lake Mwamba, Uganda | MBA | 0.45746°N | 30.27303°E | 1307 | B. tropicus | 4 | MBA1.1 | UGSB 22093 | 26323 | MN551547 | |
B. tropicus | MBA1.2 | UGSB 22364 | 26610 | MN551571 | |||||||
B. tropicus | MBA1.3 | UGSB 22365 | 26611 | MN551570 | |||||||
B. tropicus | MBA2.1 | HQ121575 [32] | |||||||||
Lake Mwengenyi, Uganda | MGY | 0.48757°N | 30.25972°E | 1410 | B. tropicus | 2 | MGY1.1 | UGSB 22117 | 26339 | MN551557 | |
B. tropicus | MGY1.2 | UGSB 22118 | 26340 | MN551558 | |||||||
Lake Ndichob, Uganda | 0.44525°N | 30.26904°E | 1272 | – | – | – | – | ||||
Lake Njarayabana, Uganda | NJN | 0.42805°N | 30.24747°E | 1204 | B. tropicus | 2 | NJN1.1 | UGSB 22366 | 26612 | MN551569 | |
B. tropicus | NJN1.2 | UGSB 22367 | 26613 | MN551568 | |||||||
Lake Nkuruba, Uganda | NRB | 0.51720°N | 30.30324°E | 1517 | B. tropicus | 6 | NRB1.1 | UGSB 21549 | 25942 | MN551534 | |
B. tropicus | NRB1.2 | UGSB 21550 | 25943 | MN551535 | |||||||
B. tropicus | NRB1.3 | UGSB 16761 | 22517 | MN551501 | |||||||
B. tropicus | NRB1.4 | UGSB 16762 | 22518 | MN551502 | |||||||
B. tropicus | NRB2.1 | HQ121568 [32] | |||||||||
B. tropicus | NRB2.2 | HQ121567 [32] | |||||||||
B. tropicus | NRB2.3 | HQ121566 [32] | |||||||||
B. tropicus | NRB2.4 | HQ121569 [32] | |||||||||
Lake Ntambib, Uganda | 0.40729°N | 30.22946°E | 1155 | – | – | – | – | ||||
Lake Ntanda/Katanda, Uganda | KTD | 0.47775°N | 30.26165°E | 1341 | B. tropicus | 1 | KTD1.1 | UGSB 22108 | 26333 | MN551552 | |
B. tropicus | KTD1.2 | UGSB 22109 | 26334 | MN551553 | |||||||
Lake Nyabikere, Uganda | NKR | 0.50101°N | 30.32792°E | 1389 | B. tropicus | 3 | NKR1.1 | UGSB 21440 | 25843 | MN551528 | |
B. tropicus | NKR1.2 | UGSB 21441 | 25844 | MN551529 | |||||||
B. tropicus | NKR2.1 | HQ121572 [32] | |||||||||
B. tropicus | NKR2.2 | HQ121574 [32] | |||||||||
Lake Nyahira, Uganda | NHR | 0.49914°N | 30.28737°E | 1458 | B. tropicus | 1 | NHR1.1 | UGSB 21552 | 25944 | MN551536 | |
B. tropicus | NHR1.2 | UGSB 21553 | 25945 | MN551537 | |||||||
Lake Nyamirima, Uganda | NMM | 0.52001°N | 30.32035°E | 1497 | B. tropicus | 2 | NMM1.1 | UGSB 21720 | 26080 | MN551543 | |
B. tropicus | NMM1.2 | UGSB 21721 | 26081 | MN551544 | |||||||
B. tropicus | NMM2.1 | HQ121568 [32] | |||||||||
Lake Nyamugosani, Uganda | NGS | 0.42498°N | 30.23139°E | 1237 | B. tropicus | 2 | NGS1.1 | UGSB 21428 | 25835 | MN551522 | |
B. tropicus | NGS1.2 | UGSB 21429 | 25836 | MN551523 | |||||||
B. tropicus | NGS1.3 | UGSB 22099 | 26327 | MN551550 | |||||||
Lake Nyamugorob, Uganda | 0.44809°N | 30.24233°E | 1272 | – | – | – | – | ||||
Lake Nyamuteza, Uganda | NTZ | 0.43509°N | 30.22866°E | 1261 | B. tropicus | 2 | NTZ1.1 | UGSB 21734 | 26089 | MN551545 | |
B. tropicus | NTZ1.2 | UGSB 21735 | 26090 | MN551546 | |||||||
Lake Nyanswiga, Uganda | NSG | 0.50733°N | 30.28825°E | 1479 | B. tropicus | 1 | NSG1.1 | UGSB 21567 | 25954 | MN551540 | |
B. tropicus | NSG1.2 | UGSB 22359 | 26606 | MN551572 | |||||||
Lake Nyinabulita, Uganda | NBT | 0.50760°N | 30.32533°E | 1424 | B. tropicus | 2 | NBT1.1 | UGSB 21446 | 25847 | MN551530 | |
B. tropicus | NBT1.2 | UGSB 21447 | 25848 | MN551531 | |||||||
Lake Nyinambuga, Uganda | NNG | 0.48109°N | 30.28773°E | 1372 | B. tropicus | 3 | NNG1.1 | UGSB 22106 | 26332 | MN551551 | |
B. tropicus | NNG1.2 | UGSB 22368 | 26614 | MN551567 | |||||||
B. tropicus | NNG1.3 | UGSB 22369 | 26615 | MN551566 | |||||||
B. tropicus | NNG1.4 | UGSB 17784 | 23160 | MN551500 | |||||||
B. tropicus | NNG2.1 | HQ121573 [32] | |||||||||
Lake Rukwanzi, Uganda | RKZ | 0.47481°N | 30.27925°E | 1345 | B. tropicus | 1 | RKZ1.1 | UGSB 22115 | 26338 | MN551556 | |
B. tropicus | RKZ1.2 | UGSB 22370 | 26616 | MN551565 | |||||||
B. tropicus | RKZ1.3 | UGSB 22371 | 26617 | MN551564 | |||||||
Lake Rwandakara, Uganda | RKR | 0.41567°N | 30.27054°E | 1171 | B. tropicus | 2 | RKR1.1 | UGSB 22126 | 26345 | MN551562 | |
B. tropicus | RKR1.2 | UGSB 22127 | 26346 | MN551563 | |||||||
Lake Rwenjuba, Uganda | RJB | 0.43922°N | 30.26577°E | 1257 | B. tropicus | 2 | RJB1.1 | UGSB 22096 | 26325 | MN551548 | |
B. tropicus | RJB1.2 | UGSB 22097 | 26326 | MN551549 | |||||||
Lake Wankenzi, Uganda | WKZ | 0.41834°N | 30.26326°E | 1158 | B. tropicus | 3 | WKZ1.1 | UGSB 16770 | 22526 | MN551505 | |
B. tropicus | WKZ1.2 | UGSB 16839 | 22557 | MN551507 | |||||||
B. tropicus | WKZ1.3 | UGSB 16854 | 22572 | MN551509 | |||||||
Fort Portal | Lake Balamab, Uganda | 0.67959°N | 30.23345°E | 1566 | – | – | – | ||||
Lake Ekikootob, Uganda | 0.70142°N | 30.31342°E | 1536 | – | – | – | |||||
Lake Kayiharab, Uganda | 0.70256°N | 30.31590°E | 1549 | – | – | – | |||||
Lake Kyaninga, Uganda | 0.70070°N | 30.29919°E | 1553 | – | – | – | |||||
Lake Saakab, Uganda | 0.68700°N | 30.23954°E | 1569 | – | – | – | |||||
Lake Wabikereb, Uganda | 0.68826°N | 30.23518°E | 1550 | – | – | – | |||||
Others (non crater lakes) | Angola, Bengo, Cabungo | B. globosus | LT671918 [81] | ||||||||
B. globosus | LT671947 [81] | ||||||||||
Angola, Bengo, Burgalheira escola | B. globosus | LT671925 [81] | |||||||||
Angola, Luanda, Candimba/Muxima | B. globosus | LT671928 [81] | |||||||||
Angola, Kwanza Norte, Cacuso | B. globosus | LT671936 [81] | |||||||||
Angola, Luanda, Cassefo | B. forskalii | LT671955 [81] | |||||||||
Angola, Luanda, Caquila | B. forskalii | LT671956 [81] | |||||||||
Angola, Bengo, Porto mangueiras | B. forskalii | LT671950 [81] | |||||||||
B. forskalii | LT671951 [81] | ||||||||||
Angola, Kwanza Norte, N’Dalatando | B. forskalii | LT671957 [81] | |||||||||
Angola, Bengo, Icau Wando | B. forskalii | LT671966 [81] | |||||||||
B. forskalii | LT671949 [81] | ||||||||||
Angola, Malanje, Carlanga | B. forskalii | LT671961 [81] | |||||||||
B. forskalii | LT671962 [81] | ||||||||||
Angola, Malanje, Calandula | B. forskalii | LT671964 [81] | |||||||||
Angola, Quifangondo | B. forskalii | AM286306 [30] | |||||||||
Cameroon, Peptonoum-west | CAM | 5.63306°N | 10.63528°E | B. tropicus | 2 | CAM1.1 | KJ157495 [54] | ||||
B. tropicus | CAM1.2 | KJ157496 [54] | |||||||||
B. tropicus | KJ157497 [54] | ||||||||||
Burkina Faso, Mogtedo barrage | 12.30647°N | −0.82783°E | B. forskalii | AM286310 [30] | |||||||
B. globosus | AM286293 [30] | ||||||||||
B. truncatus | AM286315 [30] | ||||||||||
Cameroon, Peptonoum-east | B. tropicus | KJ157492 [54] | |||||||||
B. tropicus | KJ157494 [54] | ||||||||||
Cameroon, Bertoua | 4.58889°N | 13.68111°E | B. truncatus | KJ135287 [54] | |||||||
Cameroon, Mourtous | B. globosus | KJ157471 [54] | |||||||||
Cameroon, Yagoua | B. globosus | KJ157472 [54] | |||||||||
Cameroon, Kaprissi | B. globosus | KJ157475 [54] | |||||||||
Cameroon, Gounougou | B. globosus | KJ157473 [54] | |||||||||
Cameroon, Ouroudoukoudje | B. globosus | KJ157474 [54] | |||||||||
Cameroon, Kaele | B. senegalensis | KJ157481 [54] | |||||||||
B. senegalensis | KJ157480 [54] | ||||||||||
Cameroon, Kekem | B. truncatus | KJ135289 [54] | |||||||||
Cameroon, Mokolo | B. truncatus | KJ135291 [54] | |||||||||
Cameroon, Loum | B. truncatus | KJ135295 [54] | |||||||||
DR Congo, Lake Kivu | B. truncatus | HQ121561 [32] | |||||||||
Egypt, Quena | 26.17306°N | 32.16611°E | B. truncatus | KJ135304 [54] | |||||||
Giza, Egypt | 30.14139°N | 31.07694°E | B. truncatus | KJ135300 [54] | |||||||
Iran, Khouzestan | B. truncatus | KT365867 | |||||||||
Kenya, Nimbodze | B. nasutus nasutus | AM921841 [30] | |||||||||
Kenya, Kisumu, Kandaria dam | B. globosus | AM286286 [30] | |||||||||
Kenya, Kinango | B. globosus | AM921844 [30] | |||||||||
Kenya, Kachetu | B. globosus | AM921847 [30] | |||||||||
Kenya, Mwamduli | B. globosus | AM921850 [30] | |||||||||
Malawi, Lake Malawi | LM | B. nyassanus | 1 | LM1.1 | AM921838 [30] | ||||||
B. africanus | AM286296 [30] | ||||||||||
Niger, Satoni | B. forskalii | AM286308 [30] | |||||||||
B. truncatus | AM286316 [30] | ||||||||||
Niger, Tonida | B. globosus | AM286294 [30] | |||||||||
B. globosus | AM921808 [30] | ||||||||||
Nigeria, Ibaro, Ogun | 7.15000°N | 3.11667°E | B. truncatus | FN546781 [80] | |||||||
Nigeria, Ilie | 8.25000°N | 4.96667°E | B. truncatus | FN546797 [80] | |||||||
B. truncatus | FN546797 [80] | ||||||||||
Nigeria, Oshogbo | 8.08333°N | 4.66667°E | B. truncatus | FN546805 [80] | |||||||
B. truncatus | FN546805 [80] | ||||||||||
Nigeria, Oju Alaro | B. globosus | FN546815 [80] | |||||||||
Nigeria, Ipogun | B. globosus | FN546814 [80] | |||||||||
Nigeria, Imala, Odo | B. truncatus | FN546787 [80] | |||||||||
Nigeria, Awuru | B. truncatus | FN546786 [80] | |||||||||
Oman | B. wrighti | AM286318 [30] | |||||||||
Rwanda, rice scheme dam lake | −1.28652°N | 30.31509°E | 1349 | Bulinus sp. | UGSB 16778 | 22532 | MN551579 | ||||
B. truncatus | UGSB 16777 | 22531 | MN551578 | ||||||||
Rwanda, Lake Muhazi | −1.85912°N | 30.49039°E | 1452 | B. truncatus | UGSB 16755 | 22511 | MN551581 | ||||
Rwanda, Lake Muhazi | −1.84843°N | 30.47826°E | 1455 | B. truncatus | UGSB 4936 | 22549 | MN551580 | ||||
Sardinia, Posada | 40.63487°N | 9.67537°E | B. truncatus | AM286312 [30] | |||||||
Sao Tome and Principe, Sao Tome Island | B. forskalii | AM286305 [30] | |||||||||
Senegal, Dakar | B. forskalii | AM286307 [30] | |||||||||
Senegal, Diama | 15.43611°N | 16.23389°E | B. truncatus | KJ135306 [54] | |||||||
Senegal, Toukar | B. senegalensis | KJ157483 [54] | |||||||||
Senegal, Diohine | B. senegalensis | KJ157484 [54] | |||||||||
B. senegalensis | KJ157485 [54] | ||||||||||
Senegal, Poudaye | B. senegalensis | KJ157486 [54] | |||||||||
South Africa, Lake Sibaya | SA | B. natalensis | 1 | SA1.1 | AM286311 [30] | ||||||
South Africa, Pietermaritzburg | B. globosus | AM286289 [30] | |||||||||
B. globosus | AM286290 [30] | ||||||||||
South Africa, Durban Isipingo | B. africanus | AM286295 [30] | |||||||||
Tanzania, Muyuni, Unguja | −6.37845°N | 39.46415°E | B. nasutus productus | AM286299 [30] | |||||||
Tanzania, Njombe Kibena | TZ | −9.20382°N | 34.78402°E | B. tropicus | 1 | TZ1.1 | AM921834 [30] | ||||
B. tropicus | TZ1.2 | AM921837 [30] | |||||||||
B. tropicus | TZ1.3 | AM921842 [30] | |||||||||
Tanzania, Lake Sagara, | −5.25140°N | 31.08518°E | Bulinus sp. | AM286298 [30] | |||||||
Tanzania, Ihayabuyaga | B. nasutus productus | AM286300 [30] | |||||||||
B. nasutus productus | AM286301 [30] | ||||||||||
Tanzania, Njombe Rujewa | B. nasutus productus | AM921833 [30] | |||||||||
Tanzania, Zanzibar Vitonguji, Pemba Island | −5.23378°N | 39.82843°E | B. nasutus productus | AM921809 [30] | |||||||
Tanzania, Zanzibar, Pemba Island | −5.17120°N | 39.82198°E | B. nasutus productus | AM921811 [30] | |||||||
Tanzania, Zanzibar, Pemba Island | −4.92803°N | 39.73785°E | Bulinus sp. | AM921832 [30] | |||||||
Tanzania, Zanzibar, Pemba Island | B. globosus | MH014041 [82] | |||||||||
Tanzania, Zanzibar, Pemba Island, Kangagani | B. barthi | AM921818 [30] | |||||||||
Tanzania, Zanzibar, Mafia Island | B. nasutus nasutus | AM921831 [30] | |||||||||
Tanzania, Zanzibar, Mafia Island, Kanga swamp | B. barthi | AM921814 [30] | |||||||||
B. globosus | AM921823 [30] | ||||||||||
Tanzania, Iringa | B. globosus | AM286288 [30] | |||||||||
B. globosus | AM921821 [30] | ||||||||||
Tanzania, Ungunja, Kinyasini | B. globosus | AM921839 [30] | |||||||||
Uganda, Lake Victoria | LV | −0.30371°N | 32.28927°E | 1228 | B. tropicus | 1 | LV1.1 | UGSB 16774 | 22530 | MN551506 | |
Uganda, Lake George | LG | B. forskalii | 2 | LG1.1 | HQ121586 [32] | ||||||
B. forskalii | LG1.2 | HQ121585 [32] | |||||||||
Uganda, Lake Edward | LE | B. forskalii | 2 | LE1.1 | HQ121583 [32] | ||||||
B. forskalii | LE1.2 | HQ121584 [32] | |||||||||
Uganda, Lake Albert | LA | B. forskalii | 4 | LA1.1 | HQ121582 [32] | ||||||
B. forskalii | LA1.2 | HQ121580 [32] | |||||||||
B. forskalii | LA1.3 | HQ121581 [32] | |||||||||
B. forskalii | LA1.4 | HQ121587 [32] | |||||||||
B. tropicus | 2 | LA1.5 | HQ121564 [32] | ||||||||
B. tropicus | LA1.6 | HQ121565 [32] | |||||||||
B. tropicus | LA1.7 | GU176751 [50] | |||||||||
B. tropicus | LA1.8 | GU176750 [50] | |||||||||
Uganda, Toonya, Lake Albert | B. truncatus | GU176749 [50] | |||||||||
Uganda, Booma, Lake Albert | B. truncatus | GU176747 [50] | |||||||||
Uganda, Katosho swamp | KS | B. forskalii | 2 | KS1.1 | HQ121588 [32] | ||||||
B. forskalii | KS1.2 | HQ121587 [32] | |||||||||
B. truncatus | HQ121563 [32] | ||||||||||
B. truncatus | HQ121562 [32] | ||||||||||
Uganda, Lake Tanganyika | LT | B. forskalii | 3 | LT1.1 | HQ121590 [32] | ||||||
B. forskalii | LT1.2 | HQ121589 [32] | |||||||||
B. forskalii | LT1.3 | HQ121587 [32] | |||||||||
Uganda, Albert Nile River | 3.47032°N | 31.92267°E | B. globosus | AM286291 [30] | |||||||
Uganda, Lake Kyoga | 1.82235°N | 33.53725°E | B. nasutus productus | AM921815 [30] | |||||||
Bulinus sp. | AM921819 [30] | ||||||||||
Uganda, Kahirimbi | −08205° N | 30.8559 °E | 1249 | Bulinus sp. | UGSB 24296 | 19415 | MN551577 | ||||
Uganda, Maramagambo Forest | Bulinus sp. | HQ121591 [32] | |||||||||
Uganda, Lake Victoria | 0.13707°N | 33.60149°E | 1135 | B. truncatus | UGSB 16757 | 22513 | MN551582 | ||||
B. truncatus | UGSB 16758 | 22514 | MN551583 | ||||||||
Uganda, Nile River | 1.69249°N | 32.09664°E | 1035 | B. truncatus | UGSB 16760 | 22516 | MN551585 | ||||
B. truncatus | UGSB 16759 | 22515 | MN551584 | ||||||||
Zimbabwe, laboratory strain | ZW | B. tropicus | 1 | ZW1.1 | AY282583 [37] |
Notes: Data include the crater field region, geographical coordinates, altitude (obtained from GoogleEarth Pro 1.0.0.1), number of haplotypes, specimen code (used for the network analyses), species, DNA preparation number (prep. no.), specimen voucher (UGSB, University of Giessen Systematics and Biodiversity collection) and GenBank accession number. Bulinus specimens from Lake Kyaninga could not be amplified. Note that a few GenBank numbers of other authors are occurring in more than one locality because they represent same haplotypes. Locality information and geographical coordinates of GenBank sequences are provided as they were published
aNumber of haplotypes and specimen codes are only given for specimens used in the network analyses
bLakes that did not yield populations of Bulinus
cCrater lake where currently no Bulinus were found but sequences on GenBank were available
Since the access to the crater lakes is often made difficult by their steep escarpments, we collected snails from one to two localities per crater lake. We used scoop netting and/or dredging sampling techniques to capture snails along the edges of the access point of the lake. A maximum of 40 min sampling time per lake was used. Sampling also involved visual inspection of shoreline vegetation and hand-picking of snails. Samples were derived from depths down to a maximum of 1.5 m, covering all major habitat types present. The collected snails were fixed in 80% ethanol and stored at −20 °C for subsequent genetic analyses.
DNA isolation, amplification and sequencing
Prior to DNA isolation, we photographed all specimens with a digital microscope system (KEYENCE VHX-2000; Keyence Deutschland GmbH, Neu-Isenburg, Germany). Genomic DNA was isolated using the CTAB method of DNA extraction [37]. In a few cases, DNA was isolated using DNeasy Blood & Tissue Kit (Qiagen, Mississauga, ON, Canada) following the provided instructions. A fragment of the mitochondrial cytochrome c oxidase subunit 1 (cox1) with a target length of 655 bp was amplified using the Folmer region primers LCO1490 [38] and COR722B [39]. PCR reactions were run according to Albrecht et al. [37]. Sanger DNA sequencing was performed on an ABI 3730xl DNA analyzer using the BigDye Terminator Kit (Life Technologies, LGC Genomics GmbH, Berlin, Germany). Vouchers (shells and DNA) are deposited in the University of Giessen Systematics and Biodiversity collection (UGSB, [40]).
Alignment and dataset composition
The study comprised specimens from all crater lakes where Bulinus occurred. Furthermore, additional specimens from surrounding watershed and other major aquatic systems were included in order to better trace regional affinities. These are samples from a rice scheme and lakes Muhazi (Rwanda), Mburo, Victoria and the Nile River system in Uganda. In total, material from 43 sampling localities and 85 specimens was used for DNA analyses. Sequences were edited and aligned in BioEdit version 7.0.5 [41]. All 84 newly generated sequences were Blast-searched against the GenBank sequence database. The newly generated sequences were supplemented with all previously published relevant sequences on GenBank. The resulting dataset was aligned using the ClustalW multiple alignment tool in BioEdit after removing redundant haplotypes.
Phylogenetic and phylogeographical analyses
Bayesian inference analysis was based on a total of 152 sequences (unique haplotypes) originating from our new sampling, as well as from GenBank data. The analysis was performed utilizing MrBayes version 3.2.2 [42] using the following settings: ngen = 4,000,000, samplefreq = 200, ‛burn-in’ = 5000 (25%) and HKY+I+Γ as the best-fit substitution model (selected using jModelTest version 2.1.4 [43] under the AIC, AICc and BIC criteria). The effective sample size (ESS) values were examined in Tracer version 1.5.0 [44] indicating for all major parameters values > 800. Statistical parsimony network analyses for all major clades found to contain crater lake specimens were conducted using TCS version 1.21 [45]. The sub-datasets were selected according to the results of the phylogenetic analysis, two specific clades were selected: Clade 1 and 2). The connection limit was set to either 95% (Clade 1) or 90% (Clade 2).
Genetic diversity
The final cluster analysis of crater lake similarity was based on presence/absence of 31 haplotypes of Bulinus, the Bray-Curtis similarity measure was used (PAST version 3.22) [46].
The relationship of altitude and distribution of haplotype diversity across the crater lake fields was tested using correlation analysis implemented in PAST version 3.22 [46].
Results
Host species identification and diversity
Out of 58 crater lakes sampled, Bulinus spp. snails were found in 34 belonging to the two crater fields Bunyaruguru and Ndali-Kasenda. Although Bulinus spp. snails were sampled in Lake Kyaninga (Fort Portal), the samples did not yield any DNA for analysis due to technical issues. However, there is a high likelihood that the Bulinus spp. from this lake belong to one of the important S. haematobium hosts, Bulinus globosus, based on the shell shape (Additional file 1: Figure S1c). Lakes Rwijongo (Bunyaruguru), Mubiro and Kanyabutetere (Ndali-Kasenda) yielded Bulinus spp. shells only during the sampling. For Lake Rwijongo, sequences from the GenBank database were available and were included in the analyses. The rest of the crater lakes had either other gastropods or no snails at all. Bulinus spp. co-occurred with Biomphalaria spp. in 28 lakes. Three species of Bulinus were found, i.e. B. forskalii, B. truncatus and B. tropicus. The first was found in only two crater lakes (Mirambi and Kibungo), which are in close proximity located in the Ndali-Kasenda crater field. Bulinus truncatus exclusively occurred in Lake Kyasanduka in the Maramagambo Forest (Bunyaruguru). Bulinus tropicus was dominant, found in the rest of the crater lakes that harbored Bulinus spp. (Table 1). In addition, neither B. forskalii nor B. truncatus occurred sympatrically with B. tropicus. All the three B. forskalii and the four B. truncatus specimens genotyped showed the same haplotypes. Bulinus tropicus portrayed a high variability within and from one lake to another across the crater lakes fields. In total, this study is composed of 33 haplotypes in 34 crater lakes (one haplotype for B. forskalii and B. truncatus and 31 for B. tropicus).
Phylogenetic relationships and biogeographical affinities
The Bayesian inference analysis showed that Bulinus specimens genotyped for this study are distributed across three of the four Bulinus species groups/complex, specifically the B. forskalii and B. africanus groups and the B. truncatus/B. tropicus complex (Fig. 3). Bulinus tropicus from the crater lakes clustered exclusively within a highly supported B. tropicus clade (Clade 2, pp = 0.97, see Fig. 3 and Additional file 2: Figure S2) of the B. tropicus/B. truncatus complex (pp = 1.00). However, B. tropicus specimens from the crater lakes did not form a monophyletic group. Instead, the clade comprising the crater lake samples also included B. tropicus from Lake Victoria (MN551506), Lake Albert (GenBank: HQ121564, GU176750) and Njombe Kibena in Tanzania (GenBank: AM921834). Specimens from Lake Malawi (GenBank: AM921838), South Africa (GenBank: AM286311) and a laboratory strain from Zimbabwe (GenBank: AY282583) clustered in a basal position to the B. tropicus clade that comprised the crater lake samples. The specimen from Lake Kyasanduka and some specimens of regional populations clustered within the B. truncatus assemblage. These populations derived from Lake Victoria, Nile River, Lake Muhazi and other places in Rwanda, which are in close proximity to the crater field systems in western Uganda (Figs. 1, 3). The B. truncatus assemblage also includes populations from locations as far away as Nigeria, Cameroon, or Egypt and Burkina Faso.
The B. forskalii group was genetically very diverse as evidenced by the branch lengths variation with the two crater lake populations clustering with other Ugandan populations from lakes Albert, Edward and George. A distinct and highly supported clade (clade 1, pp = 1.00, see Fig. 3) also comprised populations from the Katosho swamp (Tanzania) and Lake Tanganyika (Tanzania). A Bulinus sp. from a dam lake connected to a rice field irrigation system in Rwanda (MN551579) belonged to the Bulinus forskalii group but clustered in a different subclade. It also included another Bulinus sp. from Maramagambo Forest, Uganda (GenBank: HQ121591), a place not far from the crater lake fields. Yet another Bulinus sp. from Lake Kyoga clustered with the B. senegalensis subclade of the B. forskalii group.
Another Bulinus sp. (MN551577) from Kahirimbi in Lake Mburo/Nakivale wetland system, about 120 km south of the crater lakes, belonged the B. africanus species group (Fig. 3). It was part of a clade that comprised B. nasutus from Lake Kyoga, Uganda and other regions in Tanzania. Bulinus globosus from Nile River (Moyo, Uganda) was the geographically closest occurrence of this species to the crater lakes in our dataset. Both resolution and support values were low within B. tropicus and B. forskalii clades. The phylogeographical structure for those clades were thus specifically analysed with a parsimony network analysis.
Phylogeographical patterns
Bulinus forskalii from the crater lakes formed a single network with GenBank haplotypes from the surrounding lakes, i.e. Lake Albert in the north, Lake Edward in the west and Lake George in the east. A few haplotypes from regions outside Uganda, such as Lake Tanganyika and nearby Katosho swamp also appeared in the network, whereas others from Rwanda or the Maramagambo Forest east of Lake Edward did not (Fig. 4). All the three crater lake specimens represented one haplotype and together with a haplotype (GenBank: HQ121586) from Lake George formed the most probable ancestral haplotype for the network. Haplotypes from far away regions were also reconstructed as distantly related. For example, there were 11 and 10 mutational steps between haplotypes from Lake Tanganyika (GenBank: HQ121590, HQ121589). On the other hand, haplotypes from nearby regions such as Lake Edward and Lake George were reconstructed either as relatively similar (e.g. GenBank: HQ21582, HQ21583, HQ121586) or as relatively far distant in terms of mutational steps (e.g. GenBank: HQ121580).
The single haplotype network of B. tropicus based on a 90% connection limit contained 38 haplotypes (Fig. 5). Haplotype 11 (Fig. 5) was present in six lakes in Ndali-Kasenda was reconstructed as the most probable ancestral haplotype. The haplotypes of both the Ndali-Kasenda and the Bunyaruguru crater fields were very diverse ranging from a few or no mutational steps, to as many as 17.
In most cases, haplotypes of the Ndali-Kasenda crater field were unique with a few exceptions where a haplotype was shared with either samples from the Bunyaruguru crater field (haplotypes 7 and 8 in Fig. 5), outside the region (haplotype 32 in Fig. 5) or both (haplotype 6 in Fig. 5). Lakes Kyamwiga and Bugwagyi of the Bunyaruguru crater field had exclusive haplotypes. Some lakes had quite distantly genetically related haplotypes such as MN551511, MN551510 and HQ121571, all of which are from Lake Mafuro located in the Bunyaruguru crater field. A haplotype from as far as Cameroon was identical to three crater lake samples of the Ndali-Kasenda crater field that are in close proximity to one another and Lake Rwijongo of the Bunyaruguru crater field (haplotype 6 in Fig. 5). Except for the Cameroonian, all haplotypes from outside crater lake systems are unique. These are haplotypes from Lake Victoria, Lake Albert and Tanzania. They belonged to a single group connected to crater lake haplotypes by a minimum of four mutation steps to the Ndali-Kasenda haplotypes via a Tanzanian haplotype (haplotype 37 in Fig. 5), Lake Albert (haplotype 35 in Fig. 5) and five mutation steps to a Bunyaruguru haplotype via a Lake Victoria haplotype (haplotype 34 in Fig. 5). Three haplotypes were extremely distant from the core network, i.e. samples from South Africa (haplotype 26 in Fig. 5), B. nyassanus from Lake Malawi (haplotype 38 in Fig. 5) and the laboratory strain from Zimbabwe (haplotype 10 in Fig. 5).
Genetic diversity
The cluster analysis based on the presence/absence of haplotypes did not result in a clear pattern (Fig. 6). Whereas some lakes clustered together, others remained unclustered. Lakes Nyungu (NGU), Kigezi (KGZ) and Mafuro (MFR) all belong to the Bunyaruguru crater field cluster together. Other lakes belonging to that crater field such as lakes Bugwagyi (BGJ) Kyamwiga (KMG) were clustered too, whereas Rwijongo (RWG) did not cluster together with any of the two groups in the same crater field. The numerous lakes of the Ndali-Kasenda field formed three main clusters. Lakes Wankenzi (WKZ), Lugembe (LGB), Rwenjuba (RJB) and Nyinabulitwa (NBT) did not cluster to any of the other groups. Some lakes in the two crater fields tended to cluster together, for example Lake Nyamirima (NMM) with Lake Murambi (MRM) and Lake Rwijongo (RWG) with Lake Mwengenyi (MGY). Lakes that came out to be more similar according to this analysis, for example lakes Nyahira (NHR) and Rukwanzi (RKZ), or lakes Nyanswiga (NSG) and Muligamire (MRR) are not geographically related.
Haplotype diversity across the crater lakes’ altitudinal gradient
The distribution of haplotype diversity along the altitude gradient was unimodal (Fig. 7). A high haplotype diversity was realized in an altitude range between 1200 to 1300 m a.s.l., with 16 different haplotypes. Lake Nkuruba with the most haplotype diversity and situated at an altitude of 1517 m a.s.l) was represented by eight specimens and six unique haplotypes. The lakes in the Bunyaruguru crater field, which are at the lowest altitudes exhibited limited haplotype diversity (n = 6). Based on the present dataset, the haplotype diversity was not correlated with altitude (r = 0.26813, P = 0.12787).
Discussion
Bulinus species in the crater lakes
To date, historical records provide very restricted information on molluscs in crater lakes in Uganda [33]. Although Bulinus tropicus has been present there for quite a while already, not much more was known hitherto, except for the study by Nalugwa et al. [32] on Bulinus species complexes in the Albertine Rift, which included a few crater lakes of western Uganda. In this study, Bulinus tropicus by far dominates in the crater lakes, whereas B. forskalii was exclusively found in lakes of Mirambi and Kibungo that are in close proximity. Bulinus forskalii is essentially an Afrotropical species that often occurs in small and even temporary water bodies [26]. It seems less common in colder climates of highlands in eastern Africa and has been found up to 1800 m a.s.l. in Ethiopia [47]. Bulinus forskalii is not known to be naturally infected with S. haematobium (see [48]). Bulinus tropicus is a widespread species in eastern and southern Africa, but unlike its sibling species B. truncatus, is apparently not acting as intermediate host for S. haematobium, the parasite causing urogenital schistosomiasis [26, 27]. Bulinus tropicus is known to occur up to 2700 m a.s.l. in Kenya [26]. This species is extremely flexible ecologically, i.e. it exhibits a high tolerance towards cooling and drought conditions and even to only temporary availability of habitat. Such conditions might exist in the crater lakes of western Uganda, where extensive lake level fluctuations over seasonal periods have been documented ([49]; Tumwebaze, own observations from historical satellite images).
This ecological flexibility might be linked to another very interesting finding of the present study, which is the extremely high diversity of haplotypes of B. tropicus in the crater lakes. It almost matches the total range of genetic diversity hitherto known for this species [30]. Given the fact that the present study was not designed as a population study, the real variability might be even higher.
The fact that so far, the majority of the studied Bulinus spp. populations belonged to B. tropicus, does not mean S. haematobium strains would not occur in the entire crater lakes region. The sibling tetraploid species B. truncatus, a major intermediate host for S. haematobium in many regions of Africa, has been found in various places along the Albertine Rift [32, 50] and our dataset included populations from nearby areas in Uganda and Rwanda (Fig. 3). Although we found it exclusively in one crater lake, sympatric occurrences of the two species are possible [32]. A presence of tetraploid B. truncatus can therefore not be ruled out without such detailed molecular surveys such as the ones conducted in the present study. The recurrent almost complete absence from the crater lakes of B. truncatus, an ecologically largely flexible species with high colonizing capacity [26], remains somewhat enigmatic. This species has been found confined to altitudes of 2100 m a.s.l., rarely up to 2400 m a.s.l. in Ethiopia [26]. It was present in our study in Lake Victoria, the Nile River and Lake Muhazi, Rwanda, all locations in a radius of just c.250 km. Bulinus globosus, another potential host species, is known from the Nile River, Moyo Province, Uganda [30]. We found another B. nasutus-like species at the Lake Mburo-Nakivale system in southwestern Uganda. B. nasustus has also been found in previous work in Lake Kyoga [30] (Fig. 3). It is therefore perhaps just a matter of time and or chance until other species of Bulinus acting as intermediate hosts for human schistosomiasis are to be found in the crater lakes. The absence of members of the B. africanus group from the crater lakes is noteworthy though. Prediction as to occurrences of specific snail lineages is difficult since not only time and isolation matter, but also ecology of the small lakes. They are very different from littoral conditions in better studied large lakes such as Albert, Edward and Victoria, for which factors favoring a mitigation of the proliferation of snail populations have been determined to a much greater extent than in other lotic or lentic natural aquatic systems in East Africa [14, 51–53]. The absence of Bulinus in some of the studied crater lakes might be attributed to limnological conditions [18, 19]. However, 19 lakes where Bulinus was not collected contained other molluscs (Tumwebaze & Albrecht, unpublished data). Repeated sampling during different seasons might help constructing a more complete picture of Bulinus spp. communities in these lakes.
Phylogenetic relationships and biogeographical affinities
The phylogenetic study of Bulinus spp. corroborated earlier findings that three major species complexes exist in the Albertine Rift region [32], although only B. tropicus was found to be present then in the crater lakes. Our field sampling complements the previously limited knowledge of the Bulinus spp. communities of the crater lakes based on the previous effort of Nalugwa et al. [32] on a smaller subset of lakes. The phylogenetic affinities of specimens genotyped from potential source populations, i.e. close geographical proximity, revealed a wide range of genetic variability which is interpreted as reflecting the high morphological and ecological flexibility of the species, as well as its extraordinary dispersal capacities. The analyses of the B. tropicus subclade (Fig. 3) resulted in few well-supported branches which made tracing a single origin of the crater lakes populations difficult from a phylogenetic analysis. However, the findings support the hypothesis of highly dynamic fluctuations of populations coming into the crater lakes on a potentially frequent basis. It was unexpected to find haplotypes that are known from other places far away in East Africa or even western Africa (Cameroon) in the crater lakes studied here. For the present dataset, the origin of the haplotype network was reconstructed for a haplotype occurring in six lakes of the Ndali-Kasenda lake region, likely reflecting the extraordinary diversity in the DNA data. Whereas environmental parameters might account for phenotypic plasticity observed in the B. truncatus/B. tropicus complex, no such direct relationships have been shown for the degree of genetic variation. It might be in fact one of the reasons why B. tropicus is refractory to human-infecting schistosomes [26]. Both B. forskalii and B. truncatus exhibit less genetic variation on similar geographical scales [25, 54, 55]. Bulinus forskalii from the crater lakes clearly belongs to a very distinct clade of Albertine Rift valley populations and colonization likely happened from nearby sources such as Lakes George, Albert and Edward. Interestingly, this clade also comprises haplotypes from further south, namely Lake Tanganyika. Other species of the B. forskalii group that are geographically closer, such as Lake Kyoga or Rwanda or even the Maramagambo Forest in Queen Elizabeth National Park, Uganda, do represent quite distinct lineages.
Phylogeography and lake patterns
Since the crater lakes in western Uganda are roughly 8000 to 10,000 years-old [34], the variation observed is not likely to have developed in that setting given the general mutation rate of the molecular marker cox1, even if we consider potentially higher rates under tropical conditions [56]. It is worth noting that the unique haplotypes often differed by one mutational step only. We must, however, also keep in mind that the coverage of samples of B. tropicus throughout its vast African range is far from being representative and therefore the ‘endemicity’ of the unique haplotypes cannot be evaluated with all certainty. The variability in haplotypes might also be reflected in shell shapes as outlined by an example from Lake Mafuro, in which two distinct haplotypes corresponded to distinct shell morphs (Additional file 1: Figure S1a, b). The Bulinus snails from Lake Kyaninga have shells that are quite distinct from the rest in the region (Additional file 1: Figure S1c).
One question relates to colonization history, i.e. where the lineages come from. In the case of B. tropicus, our results identified populations from across Africa as potential sources based on genetic affinities, both from nearby source of the Victoria-Nile-Albert system or places considerably far away in Tanzania or even West Africa. The co-occurrence of distantly related haplotypes in a single lake (e.g. Nkuruba or Nyabikere) points towards multiple colonization of the same lake system likely fostered by high propagule pressure. Sharing haplotypes regionally hints towards population dispersal by passive means since most of the lakes studied have no hydrological connection. A similar pattern has been found for fishes in the Fort Portal region [57]. Machado-Schiaffino et al. [58] studying the Bunyaruguru crater lakes discovered strong genetic and morphological differentiation whereby geographically close lakes tend to be genetically more similar. Such a general trend was not obvious when comparing the lakes based on the haplotype distribution in our study.
It is important to notice that altitude reflecting climate parameters as earlier predicted [15], did not correlate with occurrence and diversity of snail populations. Rather, a more complex interplay of land use, lakes limnology, community resistance and stochasticity might account for the presence or absence of certain snail species and certain haplotypes in the crater lakes.
Parasitological implications
This study did not find an immediate risk for urogenital schistosomiasis based on the Bulinus snails identified. However, the identification of up to six partly highly divergent haplotypes in small and young isolated systems such as the crater lakes in Uganda, might hint to either extremely fast evolution or multiple invasions by vectors from various source populations. This involves humans most likely. If this is the case, other species of Bulinus and Biomphalaria might also potentially be introduced. Not only is the probability of the introduction of host snails likely to increase given increased mobility of people in Uganda and international migrations, such as refugees from the crisis regions in surrounding countries, but also are such human flows capable of dispersing non-native parasite strains with them. It should be kept in mind that for example in the neighboring Nile Province of South Sudan prevalence of S. haematobium infection was found to be more than 70% in school children [23] and that the few modelling attempts for urogenital schistosomiasis transmission risk suggest dynamic patterns for the near future [22].
In order to establish an enhanced model of schistosomiasis prevalence in the crater lakes region, a dedicated survey of infection rates among households adjacent to the lakes that are actually using the water resources of the lakes for various purposes should be conducted. The various ways of how and to what extent water is used directly or indirectly should be assessed and quantified, as the information available with regard to these activities is very limited. The role of human (indirect) transport of both host snails and parasites is likely to be more important than previously considered, due to the important flows of human populations in the region. Movement from regions with high infection risk sites around Lake Albert and Lake Victoria or other inland water bodies infested with schistosomiasis might enhance the prevalence of schistosomiasis in the western region of Uganda. There is also need for increased surveillance of new schistosomiasis outbreaks in the crater lakes region especially at higher altitudes in the face of the projected increase in temperature in the near future [59, 60] since crater lakes have shown to be sensitive to climate change [61, 62].
A largely neglected aspect here relates to schistosomiasis as a disease in livestock. Bulinus tropicus and B. forskalii found in the crater lakes are well-known intermediate hosts for bovine schistosome species such as S. bovis [63–67]. This parasite is responsible for a large proportion of livestock trematode infections [68], and the parasite’s distribution overlaps largely with S. haematobium. Moreover, these two Schistosoma species have been shown to hybridize repeatedly, which triggered considerable parasitological and public health concern [69, 70]. Thus, future surveys are suggested to include molecular screening of schistosome infections [71]. Schistosoma bovis infections of cattle have been confirmed from western Uganda [31]. Bulinus tropicus and B. forskalii are also intermediate hosts for Schistosoma margrebowiei and Calicophoron microbothrium [72, 73], with B. forskalii transmitting a wide range of parasites in Ethiopia [74]. Several trematode infections have been reported in B. forskalii [75]. Loker et al. [76] detected cercariae of seven species from naturally infected snails in north-west Tanzania. Our study thus points to a significant concern since livelihoods of people in the crater lake region of western Uganda predominantly depend on cows, sheep and goats, which are all susceptible to schistosomiasis and other trematodiases hosted by B. tropicus and B. forskalii [77]. The crater lakes are in close proximity to nature reserves and national parks that are home to one of the most diverse primate populations in Africa. It is thus noteworthy that zoonotic schistosomiasis is a significant concern at the human-wildlife interface that is currently largely underestimated [78], which makes the crater lake region further interesting for parasitological studies in addition to the relevance for increased intestinal schistosomiasis [79].
Conclusions
This first detailed malacological study of the crater lakes systems in western Uganda revealed a dominance of Bulinus species that are either not known at all (B. tropicus and B. forskalii) or not known to act as intermediate hosts of S. haematobium, the causative agent of human urogenital schistosomiasis in this region of Africa (B. truncatus). The risk of contracting this form of schistosomiasis is thus currently very low. However, potential sources for intermediate host species and known regions with high prevalence rates, have been identified in comparatively close proximities to the study region (within a radius of c.250 km). The epidemiology of urogenital schistosomiasis is very dynamic and there is a potential for near-future occurrence in this part of Uganda. It is thus advisable to conduct more in-depth epidemiological studies in conjunction with the activities related to intestinal schistosomiasis. There is need for coordinated effort to document the genetic diversity of schistosome intermediate hosts from small-scale (in western Uganda) to large-scale (from Uganda as a country, to east Africa and the whole of Africa), so that an effort to eradicate the parasites via snail control from the natural system is based on informed grounds. A cautionary note is raised in terms of the veterinary importance of the gastropod species found. They both act as intermediate host for a variety of parasites including the species causing the majority of cases of livestock schistosomiasis, S. bovis. The impact of this finding is potentially of major importance but currently unstudied in the region. Such studies are needed as well as investigations into factors driving the presence of hosts and parasites in regions and ecosystems so far largely neglected but with the potential of becoming major transmission sites. This is significant, especially under the projected climate changes that will shift altitudinal limits of one of the most notorious tropical diseases that continues to be a major burden especially in sub-Saharan Africa.
Supplementary information
Acknowledgements
We thank the laboratory assistant Ms Silvia Nachtigall for her technical assistance in the laboratory. Support from colleagues at Mbarara University of Science and Technology (MUST) is appreciated, especially of Julius Bunny Lejju for his assistance towards acquiring research permits and Bosco Kimenye for his company in the field as a driver. We are grateful for the Bulinus samples of Kahirimbi western Uganda from Joseph Jude Agaba. Paul-Emile Desaulles, University of Lausanne, Switzerland is acknowledged for his help in the field for the material collected in 2016. The National Council for Science and Technology and Uganda Wildlife Authority kindly issued permits to conduct this study. Thies Geertz and Daniel Engelhard are gratefully acknowledged for their field work in 2010. The comments of three anonymous reviewers helped improving a previous version of the manuscript and are gratefully acknowledged.
Abbreviations
- AIDS
acquired immune deficiency syndrome
- a.s.l.
above sea level
- cox1
mitochondrial cytochrome c oxidase subunit 1 gene
- CTAB
cetyl trimethyl ammonium bromide
- DNA
deoxyribonucleic acid
- DRC
Democratic Republic of the Congo
- MEGA
molecular evolutionary genetics analysis
- NTDs
neglected tropical diseases
- PAST
paleontological statistics
- PCR
polymerase chain reaction
- UGSB
University of Giessen Systematics and Biodiversity collection
Authors’ contributions
IT and CA conceived the study. IT did field work, produced and analyzed the molecular data and drafted the tables/figures. IT and CA drafted the initial manuscript, while the latter is the overall supervisor of the study. CC was involved in data analyses, drafting the manuscript and fine-tuning the tables/figures. MCD and JT conducted significant parts of the field sampling. GKR was involved in planning and organizing the study and helped with permits and logistics in the field as well as in drafting the initial manuscript. All authors read and approved the final manuscript.
Funding
IT is supported by a PhD scholarship of the German Academic Exchange Service (DAAD).
Availability of data and materials
Data supporting the conclusions of this article are included within the article and its additional files. The newly generated sequences were submitted to the GenBank database under the accession numbers MN551500-MN551585. The datasets generated and analysed during the present study are available in the University of Giessen Systematics and Biodiversity repository and are available upon reasonable request.
Ethics approval and consent to participate
This study was approved by Uganda National Council for Science and Technology (UNCST) (research clearance reference number NS20ES).
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Immaculate Tumwebaze, Email: tumwebazeimmaculate@gmail.com, Email: immaculate.tumwebaze@allzool.bio.uni-giessen.de.
Catharina Clewing, Email: catharina.clewing@allzool.bio.uni-giessen.de.
Marie Claire Dusabe, Email: dusclaire25@gmail.com.
Julius Tumusiime, Email: jtumusiime90@gmail.com.
Grace Kagoro-Rugunda, Email: kgraceug2002@must.ac.ug, Email: kgraceug2002@yahoo.co.uk.
Cyril Hammoud, Email: cyrilhammoud@gmail.com.
Christian Albrecht, Email: Christian.Albrecht@allzool.bio.uni-giessen.de.
Supplementary information
Supplementary information accompanies this paper at 10.1186/s13071-019-3811-2.
References
- 1.Bergquist R, Zhou XN, Rollinson D, Reinhard-Rupp J, Klohe K. Elimination of schistosomiasis: the tools required. Infect Dis Poverty. 2017;6:158. doi: 10.1186/s40249-017-0370-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Hotez PJ, Kamath A. Neglected tropical diseases in sub-Saharan Africa: review of their prevalence, distribution, and disease burden. PLoS Negl Trop Dis. 2009;3:e412. doi: 10.1371/journal.pntd.0000412. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.van der Werf MJ, de Vlas SJ, Brooker S, Looman CW, Nagelkerke NJ, Habbema JD, Engels D. Quantification of clinical morbidity associated with schistosome infection in sub-Saharan Africa. Acta Trop. 2003;86:125–139. doi: 10.1016/S0001-706X(03)00029-9. [DOI] [PubMed] [Google Scholar]
- 4.King CH. Parasites and poverty: the case of schistosomiasis. Acta Trop. 2010;113:95–104. doi: 10.1016/j.actatropica.2009.11.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Brindley PJ, Hotez PJ. Break out: urogenital schistosomiasis and Schistosoma haematobium infection in the post-genomic era. PLoS Negl Trop Dis. 2013;7:e1961. doi: 10.1371/journal.pntd.0001961. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Colley DG, Bustinduy AL, Secor WE, King CH. Human schistosomiasis. Lancet. 2014;383:2253–2264. doi: 10.1016/S0140-6736(13)61949-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Rinaldi G, Okatcha TI, Popratiloff A, Ayuk MA, Suttiprapa S, Mann VH, et al. Genetic manipulation of Schistosoma haematobium, the neglected schistosome. PLoS Negl Trop Dis. 2011;5:e1348. doi: 10.1371/journal.pntd.0001348. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Rollinson D, Webster JP, Webster B, Nyakaana S, Jørgensen A, Stothard JR. Genetic diversity of schistosomes and snails: implications for control. Parasitology. 2009;136:1801–1811. doi: 10.1017/S0031182009990412. [DOI] [PubMed] [Google Scholar]
- 9.Loewenberg S. Ugandaʼs struggle with schistosomiasis. Lancet. 2014;383:1707–1708. doi: 10.1016/S0140-6736(14)60817-5. [DOI] [PubMed] [Google Scholar]
- 10.Adriko M, Tinkitina B, Tukahebw EM, Standley CJ, Stothard JR, Kabatereine NB. The epidemiology of schistosomiasis in Lango region Uganda 60 years after Schwetz 1951: can schistosomiasis be eliminated through mass drug administration without other supportive control measures? Acta Trop. 2018;185:412–418. doi: 10.1016/j.actatropica.2018.06.009. [DOI] [PubMed] [Google Scholar]
- 11.Kabatereine NB, Brooker S, Tukahebwa EM, Kazibwe F, Onapa AW. Epidemiology and geography of Schistosoma mansoni in Uganda: implications for planning control. Trop Med Int Health. 2004;9:372–380. doi: 10.1046/j.1365-3156.2003.01176.x. [DOI] [PubMed] [Google Scholar]
- 12.Kazibwe F, Makanga B, Rubaire-Akiiki C, Ouma J, Kariuki C, Kabatereine NB, et al. Transmission studies of intestinal schistosomiasis in Lake Albert, Uganda and experimental compatibility of local Biomphalaria spp. Parasitol Int. 2010;59:49–53. doi: 10.1016/j.parint.2009.10.004. [DOI] [PubMed] [Google Scholar]
- 13.Ongom VL, Bradley DJ. The epidemiology and consequences of Schistosoma mansoni infection in West Nile, Uganda. I. Field studies of a community at Panyagoro. Trans R Soc Trop Med Hyg. 1972;66:835–851. doi: 10.1016/0035-9203(72)90118-6. [DOI] [PubMed] [Google Scholar]
- 14.Standley CJ, Goodacre SL, Wade CM, Stothard JR. The population genetic structure of Biomphalaria choanomphala in Lake Victoria, East Africa: implications for schistosomiasis transmission. Parasit Vectors. 2014;7:524. doi: 10.1186/s13071-014-0524-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.John R, Ezekiel M, Philbert C, Andrew A. Schistosomiasis transmission at high altitude crater lakes in western Uganda. BMC Infect Dis. 2008;8:110. doi: 10.1186/1471-2334-8-110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Lachish T, Tandlich M, Grossman T, Schwartz E. High rate of schistosomiasis in travelers after a brief exposure to the high-altitude Nyinambuga crater lake, Uganda. Clin Infect Dis. 2013;57:1461–1464. doi: 10.1093/cid/cit559. [DOI] [PubMed] [Google Scholar]
- 17.Melack JM. Morphometric, physical and chemical features of the volcanic crater lakes of western Uganda. Arch Hydrobiol. 1978;84:430–453. [Google Scholar]
- 18.Mills K. Ugandan crater lakes: limnology, palaeolimnology and palaeoenvironmental history. PhD Thesis, Loughborough University, London; 2009.
- 19.Rumes B, Eggermont H, Verschuren D. Distribution and faunal richness of Cladocera in western Uganda crater lakes. Hydrobiologia. 2011;676:39. doi: 10.1007/s10750-011-0829-7. [DOI] [Google Scholar]
- 20.Hartter J, Stampone MD, Ryan SJ, Kirner K, Chapman CA, Goldman A. Patterns and perceptions of climate change in a biodiversity conservation hotspot. PloS One. 2012;7:e32408. doi: 10.1371/journal.pone.0032408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Madinga J, Linsuke S, Mpabanzi L, Meurs L, Kanobana K, Speybroeck N, et al. Schistosomiasis in the Democratic Republic of Congo: a literature review. Parasit Vectors. 2015;8:601. doi: 10.1186/s13071-015-1206-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Brooker S, Hay SI, Issae W, Hall A, Kihamia CM, Lwambo NJ, et al. Predicting the distribution of urinary schistosomiasis in Tanzania using satellite sensor data. Trop Med Int Health. 2001;6:998–1007. doi: 10.1046/j.1365-3156.2001.00798.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Deganello R, Cruciani M, Beltramello C, Duncan O, Oyugi V, Montresor A. Schistosoma hematobium and S. mansoni among children, southern Sudan. Emerg Infect Dis. 2007;13:1504–1506. doi: 10.3201/eid1310.070356. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Sokolow SH, Wood CL, Jones IJ, Swartz SJ, Lopez M, Hsieh MH, et al. Global assessment of schistosomiasis control over the past century shows targeting the snail intermediate host works best. PLoS Negl Trop Dis. 2016;7:e0004794. doi: 10.1371/journal.pntd.0004794. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Abe E, Guo YH, Shen H, Mutsaka-Makuvaza M, Habib M, Xue JB, et al. Phylogeography of Bulinus truncatus (Audouin, 1827) (Gastropoda: Planorbidae) in selected African countries. Trop Med Infect Dis. 2018;3:127. doi: 10.3390/tropicalmed3040127. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Brown DS. Freshwater snails of Africa and their medical importance. 2. London: Taylor & Francis; 1994. [Google Scholar]
- 27.Madsen H. Schistosoma intermediate host snails. In: Jamieson BGM, editor. Schistosoma. Biology, pathology and control. Boca Raton: CRC Press; 2017. pp. 46–63. [Google Scholar]
- 28.Jørgensen A, Madsen H, Nalugwa A, Nyakaana S, Rollinson D, Stothard JR, et al. A molecular phylogenetic analysis of Bulinus (Gastropoda: Planorbidae) with conserved nuclear genes. Zool Scr. 2011;40:126–136. doi: 10.1111/j.1463-6409.2010.00458.x. [DOI] [Google Scholar]
- 29.Jørgensen A, Jørgensen LV, Kristensen TK, Madsen H, Stothard JR. Molecular phylogenetic investigations of Bulinus (Gastropoda: Planorbidae) in Lake Malawi with comments on the topological incongruence between DNA loci. Zool Scr. 2007;36:577–585. doi: 10.1111/j.1463-6409.2007.00298.x. [DOI] [Google Scholar]
- 30.Kane RA, Stothard JR, Emery AM, Rollinson D. Molecular characterization of freshwater snails in the genus Bulinus: a role for barcodes? Parasit Vectors. 2008;1:15. doi: 10.1186/1756-3305-1-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Stothard JR, Lockyer AE, Kabatereine NB, Tukahebwa EM, Kazibwe F, Rollinson D, et al. Schistosoma bovis in western Uganda. J Helminthol. 2004;3:281–284. doi: 10.1079/JOH2004239. [DOI] [PubMed] [Google Scholar]
- 32.Nalugwa A, Jørgensen A, Nyakaana S, Kristensen TK. Molecular phylogeny of Bulinus (Gastropoda: Planorbidae) reveals the presence of three species complexes in the Albertine Rift freshwater bodies. Int J Genet Mol Biol. 2010;2:130–139. [Google Scholar]
- 33.Mandahl-Barth G. The freshwater mollusks of Uganda and adjacent territories. Tervuren: Musée Royal de lʼAfrique Centrale; 1954. [Google Scholar]
- 34.Schumann A, Muwanga A, Lehto T, Staudt M, Schlüter T, Kato V, Namboyera A. Ugandan geosites. Geol Today. 2015;31:59–67. doi: 10.1111/gto.12089. [DOI] [Google Scholar]
- 35.Cocquyt C, Plisnier PD, Gelorini V, Rumes B, Verschuren D. Observations on the limnology and phytoplankton community of crater Lake Kyaninga (Uganda), with special attention to its diatom flora. Plant Ecol Evol. 2010;143:365–377. doi: 10.5091/plecevo.2010.420. [DOI] [Google Scholar]
- 36.Efitre J, Murie DJ, Chapman LJ. Age validation, growth and mortality of introduced Tilapia zillii in crater Lake Nkuruba, Uganda. Fish Manag Ecol. 2016;23:66–75. doi: 10.1111/fme.12163. [DOI] [Google Scholar]
- 37.Albrecht C, Wilke T, Kuhn K, Streit B. Convergent evolution of shell shape in freshwater limpets: the African genus Burnupia. Zool J Linn Soc. 2004;140:577–586. doi: 10.1111/j.1096-3642.2003.00108.x. [DOI] [Google Scholar]
- 38.Folmer O, Black M, Hoeh W, Lutz R, Vrijenhoek R. DNA primers for amplification of mitochondrial cytochrome c oxidase subunit I from diverse metazoan invertebrates. Mol Mar Biol Biotechnol. 1994;5:294–299. [PubMed] [Google Scholar]
- 39.Wilke T, Davis GM. Infraspecific mitochondrial sequence diversity in Hydrobia ulvae and Hydrobia ventrosa (Hydrobiidae: Rissooidea: Gastropoda): do their different life histories affect biogeographic patterns and gene flow? Biol J Linn Soc Lond. 2000;70:89–105. doi: 10.1111/j.1095-8312.2000.tb00202.x. [DOI] [Google Scholar]
- 40.Diehl E, Jauker B, Albrecht C, Wilke T, Wolters V. GIEßEN: university collections: Justus-Liebig University Gießen. In: Beck LA, editor. Zoological collections of Germany. Cham: Springer; 2018. pp. 373–381. [Google Scholar]
- 41.Hall TA. BioEdit: a user-friendly biological sequence alignment editor and analysis program for Windows 95/98/NT. Nucleic Acids Symp Ser. 1999;41:95–98. [Google Scholar]
- 42.Ronquist F, Sanmartín I. Phylogenetic methods in biogeography. Annu Rev Ecol Evol Syst. 2011;42:441–464. doi: 10.1146/annurev-ecolsys-102209-144710. [DOI] [Google Scholar]
- 43.Darriba D, Taboada GL, Doallo R, Posada D. jModelTest 2: more models, new heuristics and parallel computing. Nat Methods. 2012;9:772. doi: 10.1038/nmeth.2109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Drummond AJ, Rambaut A. BEAST: Bayesian evolutionary analysis by sampling trees. BMC Evol Biol. 2007;7:214. doi: 10.1186/1471-2148-7-214. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Clement M, Posada DC, Crandall KA. TCS: a computer program to estimate gene genealogies. Mol Ecol. 2000;9:1657–1659. doi: 10.1046/j.1365-294x.2000.01020.x. [DOI] [PubMed] [Google Scholar]
- 46.Hammer Ø, Harper DA, Ryan PD. PAST: paleontological statistics software package for education and data analysis. Palaeontol Electron. 2001;4:9. [Google Scholar]
- 47.Brown DS. Freshwater gastropod mollusca from Ethiopia. Bull Br Mus Nat Hist Zool. 1965;12:37–94. [Google Scholar]
- 48.Labbo R, Djibrilla A, Zamanka H, Garba A, Chippaux JP. Bulinus forskalii: a new potential intermediate host for Schistosoma haematobium in Niger. Trans R Soc Trop Med Hyg. 2007;101:847–848. doi: 10.1016/j.trstmh.2007.03.016. [DOI] [PubMed] [Google Scholar]
- 49.Ryves DB, Mills K, Bennike O, Brodersen KP, Lamb AL, Leng MJ, et al. Environmental change over the last millennium recorded in two contrasting crater lakes in western Uganda, eastern Africa (Lakes Kasenda and Wandakara) Quat Sci Rev. 2011;30:555–569. doi: 10.1016/j.quascirev.2010.11.011. [DOI] [Google Scholar]
- 50.Nalugwa A, Kristensen TK, Nyakaana S, Jørgensen A. Mitochondrial DNA variations in sibling species of the Bulinus truncatus/tropicus complex in Lake Albert, western Uganda. Zool Stud. 2010;49:515–522. [Google Scholar]
- 51.Plam M, Jørgensen A, Kristensen TK, Madsen H. Sympatric Biomphalaria species (Gastropoda: Planorbidae) in Lake Albert, Uganda, show homoplasies in shell morphology. Afr Zool. 2008;43:34–44. doi: 10.3377/1562-7020(2008)43[34:SBSGPI]2.0.CO;2. [DOI] [Google Scholar]
- 52.Rowel C, Fred B, Betson M, Sousa-Figueiredo JC, Kabatereine NB, Stothard JR. Environmental epidemiology of intestinal schistosomiasis in Uganda: population dynamics of Biomphalaria (Gastropoda: Planorbidae) in Lake Albert and Lake Victoria with observations on natural infections with digenetic trematodes. Biomed Res Int. 2015;2015:717261. doi: 10.1155/2015/717261. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Standley CJ, Wade CM, Stothard JR. A fresh insight into transmission of schistosomiasis: a misleading tale of Biomphalaria in Lake Victoria. PloS One. 2011;6:e26563. doi: 10.1371/journal.pone.0026563. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Zein-Eddine R, Djuikwo-Teukeng FF, Al-Jawhari M, Senghor B, Huyse T, Dreyfuss G. Phylogeny of seven Bulinus species originating from endemic areas in three African countries, in relation to the human blood fluke Schistosoma haematobium. BMC Evol Biol. 2014;14:271. doi: 10.1186/s12862-014-0271-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Zein-Eddine R, Djuikwo-Teukeng FF, Dar Y, Dreyfuss G, Van den Broeck F. Population genetics of the Schistosoma snail host Bulinus truncatus in Egypt. Acta Trop. 2017;172:36–43. doi: 10.1016/j.actatropica.2017.04.002. [DOI] [PubMed] [Google Scholar]
- 56.Wilke T, Schultheiß R, Albrecht C. As time goes by: a simple fool’s guide to molecular clock approaches in invertebrates. Am Malacol Bull. 2009;27:25–46. doi: 10.4003/006.027.0203. [DOI] [Google Scholar]
- 57.Lemoine M, Barluenga M, Lucek K, Mwaiko S, Haesler M, Chapman LJ, et al. Recent sympatric speciation involving habitat-associated nuptial colour polymorphism in a crater lake cichlid. Hydrobiologia. 2019;832:297–315. doi: 10.1007/s10750-018-3746-1. [DOI] [Google Scholar]
- 58.Machado-Schiaffino G, Kautt AF, Kusche H, Meyer A. Parallel evolution in Ugandan crater lakes: repeated evolution of limnetic body shapes in haplochromine cichlid fish. BMC Evol Biol. 2015;15:9. doi: 10.1186/s12862-015-0287-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.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. Parasit Vectors. 2014;7:503. doi: 10.1186/s13071-014-0503-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Stensgaard AS, Utzinger J, Vounatsou P, Hürlimann E, Schur N, Saarnak CF, et al. Large-scale determinants of intestinal schistosomiasis and intermediate host snail distribution across Africa: does climate matter? Acta Trop. 2013;128:378–390. doi: 10.1016/j.actatropica.2011.11.010. [DOI] [PubMed] [Google Scholar]
- 61.Saulnier-Talbot É, Chapman L, Efitre J, Simpson K, Gregory-Eaves I. Long-term hydrologic fluctuations and dynamics of primary producers in a tropical crater lake. Front Ecol Evol. 2018;6:223. doi: 10.3389/fevo.2018.00223. [DOI] [Google Scholar]
- 62.Saulnier-Talbot É, Gregory-Eaves I, Simpson KG, Efitre J, Nowlan TE, Taranu ZE, et al. Small changes in climate can profoundly alter the dynamics and ecosystem services of tropical crater lakes. PloS One. 2014;9:e86561. doi: 10.1371/journal.pone.0086561. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Kinoti G. Observations on the transmission of Schistosoma haematobium and Schistosoma bovis in the Lake Region of Tanganyika. Bull World Health Organ. 1964;31:815–823. [PMC free article] [PubMed] [Google Scholar]
- 64.Southgate VR, Knowles RJ. Observations on Schistosoma bovis Sonsino, 1876. J Nat Hist. 1975;9:273–314. doi: 10.1080/00222937500770201. [DOI] [Google Scholar]
- 65.Southgate VR, Brown DS, Rollinson D, Ross GC, Knowles RJ. Bulinus tropicus from Central Kenya acting as a host for Schistosoma bovis. Z Parasitenkd. 1985;71:61–69. doi: 10.1007/BF00932919. [DOI] [PubMed] [Google Scholar]
- 66.Mutani A, Christensen NØ, Frandsen F. Studies on the relationship between Schistosoma and their intermediate hosts. V. The genus Bulinus and Schistosoma bovis from Iringa, Tanzania. Z Parasitenkd. 1983;69:483–487. doi: 10.1007/BF00927704. [DOI] [PubMed] [Google Scholar]
- 67.Mwambungu JA. Transmission of Schistosoma bovis in Mkulwe (Mbozi district, Mbeya region, southern highlands of Tanzania) J. Helminthol. 1988;62:29–32. doi: 10.1017/S0022149X00011159. [DOI] [PubMed] [Google Scholar]
- 68.De Bont J, Vercruysse J. The epidemiology and control of cattle schistosomiasis. Parasitol Today. 1997;13:255–262. doi: 10.1016/S0169-4758(97)01057-0. [DOI] [PubMed] [Google Scholar]
- 69.Huyse T, Webster BL, Geldof S, Stothard JR, Diaw OT, Polman K, et al. Bidirectional introgressive hybridization between a cattle and human schistosome species. PLoS Pathog. 2009;5:e1000571. doi: 10.1371/journal.ppat.1000571. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Leger E, Webster JP. Hybridizations within the genus Schistosoma: implications for evolution, epidemiology and control. Parasitology. 2017;144:65–80. doi: 10.1017/S0031182016001190. [DOI] [PubMed] [Google Scholar]
- 71.Minetti C, Lacourse EJ, Reimer L, Stothard JR. Focusing nucleic acid-based molecular diagnostics and xenomonitoring approaches for human helminthiases amenable to preventive chemotherapy. Parasitol Open. 2016;2:e16. doi: 10.1017/pao.2016.13. [DOI] [Google Scholar]
- 72.Southgate VR, Howard GW, Rollinson D, Brown DS, Ross GC, Knowles RJ. Bulinus tropicus, a natural intermediate host for Schistosoma margrebowiei in Lochinvar National Park, Zambia. J Helminthol. 1985;59:153–155. doi: 10.1017/S0022149X00025748. [DOI] [PubMed] [Google Scholar]
- 73.Dinnik JA, Dinnik NN. The schistosomes of domestic ruminants in eastern Africa. Bull Epizoot Dis Afr. 1965;13:341–359. [PubMed] [Google Scholar]
- 74.Graber M, Daynès P. Mollusques vecteurs de trématodoses humaines et animales en Ethiopie. Rev Elev Med Vet Pay. 1974;27:307–322. doi: 10.19182/remvt.7954. [DOI] [Google Scholar]
- 75.Hira PR. Studies on the capability of the snail transmitting urinary schistosomiasis in western Nigeria to survive dry conditions. West Afr Med J Niger Pract. 1968;17:153–160. [PubMed] [Google Scholar]
- 76.Loker ES, Moyo HG, Gardner SL. Trematode-gastropod associations in nine non-lacustrine habitats in the Mwanza region of Tanzania. Parasitology. 1981;83:381–399. doi: 10.1017/S0031182000085383. [DOI] [Google Scholar]
- 77.Rollinson D, Stothard JR, Southgate VR. Interactions between intermediate snail hosts of the genus Bulinus and schistosomes of the Schistosoma haematobium group. Parasitology. 2001;123(Suppl.):S245–S260. doi: 10.1017/S0031182001008046. [DOI] [PubMed] [Google Scholar]
- 78.Standley CJ, Mugisha L, Dobson AP, Stothard JR. Zoonotic schistosomiasis in non-human primates: past, present and future activities at the human-wildlife interface in Africa. J Helminthol. 2012;86:131–140. doi: 10.1017/S0022149X12000028. [DOI] [PubMed] [Google Scholar]
- 79.Stanton MC, Adriko M, Arinaitwe M, Howell A, Davies J, Allison G, et al. Intestinal schistosomiasis in Uganda at high altitude (> 1400 m): malacological and epidemiological surveys on Mount Elgon and in Fort Portal crater lakes reveal extra preventive chemotherapy needs. Infect Dis Poverty. 2017;6:34. doi: 10.1186/s40249-017-0248-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Akinwale OP, Kane RA, Rollinson D, Stothard JR, Ajayi MB, Akande DO, et al. Molecular approaches to the identification of Bulinus species in south-west Nigeria and observations on natural snail infections with schistosomes. J Helmintol. 2011;85:283–293. doi: 10.1017/S0022149X10000568. [DOI] [PubMed] [Google Scholar]
- 81.Allan F, Sousa-Figueiredo JC, Emery AM, Paulo R, Mirante C, Sebastião A, et al. Mapping freshwater snails in north-western Angola: distribution, identity and molecular diversity of medically important taxa. Parasit Vectors. 2017;10:460. doi: 10.1186/s13071-017-2395-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Pennance T, Ame SM, Amour AK, Suleiman KR, Allan F, Rollinson D, et al. Occurrence of Schistosoma bovis on Pemba Island, Zanzibar: implications for urogenital schistosomiasis transmission monitoring. Parasitology. 2018;145:1727–1731. doi: 10.1017/S0031182018001154. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Data supporting the conclusions of this article are included within the article and its additional files. The newly generated sequences were submitted to the GenBank database under the accession numbers MN551500-MN551585. The datasets generated and analysed during the present study are available in the University of Giessen Systematics and Biodiversity repository and are available upon reasonable request.