| Literature DB >> 35957748 |
Cyril Hammoud1,2, Annelies Kayenbergh2, Julius Tumusiime3, Dirk Verschuren1, Christian Albrecht4,3, Tine Huyse2,5, Bert Van Bocxlaer6,1.
Abstract
Trematodes can increase intraspecific variation in the phenotype of their intermediate snail host. However, the extent of such phenotypic changes remains unclear. We investigated the influence of trematode infection on the shell morphology of Bulinus tropicus, a common host of medically important trematodes. We focused on a snail population from crater lake Kasenda (Uganda). We sampled a single homogeneous littoral habitat to minimize the influence of environmental variation on shell phenotype, and barcoded snails to document snail genotypic variation. Among the 257 adult snails analysed, 99 tested positive for trematode infection using rapid-diagnostic PCRs. Subsequently we used high-throughput amplicon sequencing to identify the trematode (co-)infections. For 86 out of the 99 positive samples trematode species delineation could discriminate among combinations of (co-)infection by 11 trematode species. To avoid confounding effects, we focused on four prevalent trematode species. We performed landmark-based geometric morphometrics to characterize shell phenotype and used regressions to examine whether shell size and shape were affected by trematode infection and the developmental stage of infection (as inferred from read counts). Snails infected by Petasiger sp. 5, Echinoparyphium sp. or Austrodiplostomum sp. 2 had larger shells than uninfected snails or than those infected by Plagiorchiida sp. Moreover, the shell shape of snails infected solely by Petasiger sp. 5 differed significantly from that of uninfected snails and snails infected with other trematodes, except from Austrodiplostomum sp. 2. Shape changes included a more protuberant apex, an inward-folded outer apertural lip and a more adapically positioned umbilicus. Size differences were more pronounced in snails with 'late' infections (>25 days) compared to earlier-stage infections. No phenotypic differences were found between snails infected by a single trematode species and those harbouring co-infections. Further work is required to assess the complex causal links between trematode infections and shell morphological alterations of snail hosts.Entities:
Keywords: Amplicon sequencing; Bulinus tropicus; Gastropod; Geometric morphometrics; Shell morphology; Trematode
Year: 2022 PMID: 35957748 PMCID: PMC9357703 DOI: 10.1016/j.ijppaw.2022.07.003
Source DB: PubMed Journal: Int J Parasitol Parasites Wildl ISSN: 2213-2244 Impact factor: 2.773
Fig. 1Illustration of a Bulinus shell with indication of our ten landmark points and four semi-landmark curves, numbered with roman numbers I to IV and indicating the original number of equidistant semi-landmarks between brackets. Shell height = 8 mm.
Summary of the statistical analyses performed and their output. Predictors with p-values below the significance level of 0.05 are marked in bold. N = sample size for the analysis, Df = degree of freedom. Regression coefficients are provided with standard error.
| Analysis | Type | Response | Predictor | Test statistic | N | Df | Coefficient | p-value | R2 |
|---|---|---|---|---|---|---|---|---|---|
| Test 1 | G-test | Infection (general) | Haplotype | 0.48 (W) | 198 | 1 | - | 0.486 | - |
| Test 2 | G-test | Infection (species-specific) | Haplotype | 22.10 (W) | 198 | 17 | - | 0.181 | - |
| Test 3 | Kruskal–Wallis analysis of variance | CS | Haplotype | 1.51 (K–W chi-squared) | 198 | 1 | - | 0.219 | - |
| Test 4 | Permutational MANOVA | Procrustes shape coordinates | Haplotype | 0.98 (F) | 198 | 1 | - | 0.404 | 0.005 |
| Model 1 | Linear regression | CS | 198 | 1 | 2.86 ± 0.04 | 0.049 | |||
| 10.95 (F) | 1 | 0.14 ± 0.05 | |||||||
| Haplotype: H2 | 1.28 (F) | 1 | −0.05 ± 0.04 | 0.259 | |||||
| Model 2 | Procrustes regression | Procrustes shape coordinates | 22.12 (F) | 198 | 1 | - | 0.100 | ||
| 2.29 (F) | 1 | - | 0.010 | ||||||
| Haplotype | 1.10 (F) | 1 | - | 0.324 | 0.005 | ||||
| CS x Infection (general) | 1.64 (F) | 1 | - | 0.117 | 0.007 | ||||
| Model 3 | Linear regression | CS | 182 | 1 | 2.86 ± 0.04 | 0.162 | |||
| Haplotype: H2 | 2.20 (F) | 1 | −0.07 ± 0.04 | 0.140 | |||||
| Infection: Plagiorchiida sp. | 9.49 (F) | 4 | −0.07 ± 0.06 | 0.288 | |||||
| 0.17 ± 0.08 | |||||||||
| 0.42 ± 0.09 | |||||||||
| 0.26 ± 0.09 | |||||||||
| Model 4 | Procrustes regression | Procrustes shape coordinates | 19.44 (F) | 182 | 1 | - | 0.094 | ||
| 1.93 (F) | 4 | - | 0.037 | ||||||
| Haplotype | 0.92 (F) | 1 | 0.435 | 0.004 | |||||
| 2.02 (F) | 4 | - | 0.039 | ||||||
| Test 5 | Pairwise comparison of Procrustes regression slopes (model 4) | Uninfected | Infection: Austrodiplostomum sp. 2 | 1.21 (Z) | 182 | - | 0.112 | - | |
| 2.23 (Z) | - | - | |||||||
| Uninfected | Infection: Plagiorchiida sp. | 1.24 (Z) | - | 0.115 | - | ||||
| Uninfected | Infection: | −0.07 (Z) | - | 0.542 | - | ||||
| Infection: Austrodiplostomum sp. 2 | Infection: | 1.39 (Z) | - | 0.080 | - | ||||
| 1.89 (Z) | - | - | |||||||
| Infection: Austrodiplostomum sp. 2 | Infection: | 0.71 (Z) | - | 0.250 | - | ||||
| 2.08 (Z) | - | - | |||||||
| 1.82 (Z) | - | - | |||||||
| Infection: Plagiorchiida sp. | Infection: | 0.83 (Z) | - | 0.194 | - | ||||
| Test 6 | Wilcoxon test | CS | 27 (W) | 13 | - | 0.354 | - | ||
| 634 (W) | 126 | - | 0.106 | - | |||||
| 516 (W) | 123 | - | - | ||||||
| Plagiorchiida sp. ‘early’ vs. ‘late’ | 56 (W) | 25 | - | 0.267 | - | ||||
| Plagiorchiida sp. ‘early’ vs. uninfected | 643 (W) | 129 | - | 0.963 | - | ||||
| Plagiorchiida sp. ‘late’ vs. uninfected | 582 (W) | 132 | - | 0.072 | - | ||||
| Model 5 | Procrustes regression | Procrustes shape coordinates | 4.45 (F) | 13 | 1 | - | 0.272 | ||
| 1.88 (F) | 1 | - | 0.071 | 0.115 | |||||
| Model 6 | Procrustes regression | Procrustes shape coordinates | 11.82 (F) | 126 | 1 | - | 0.085 | ||
| 4.14 (F) | 1 | - | 0.029 | ||||||
| Model 7 | Procrustes regression | Procrustes shape coordinates | 9.64 (F) | 123 | 1 | - | 0.073 | ||
| 2.21 (F) | 1 | - | 0.017 | ||||||
| Model 8 | Procrustes regression | Procrustes shape coordinates | 4.13 (F) | 25 | 1 | - | 0.153 | ||
| Plagiorchiida sp. ‘early’ vs. ‘late’ | 0.81 (F) | 1 | - | 0.497 | 0.029 | ||||
| Model 9 | Procrustes regression | Procrustes shape coordinates | 11.96 (F) | 129 | 1 | - | 0.086 | ||
| Plagiorchiida sp. ‘early’ vs. uninfected | 0.58 (F) | 1 | - | 0.751 | 0.004 | ||||
| Model 10 | Procrustes regression | Procrustes shape coordinates | 7.33 (F) | 132 | 1 | - | 3.856 | ||
| Plagiorchiida sp. ‘late’ vs. uninfected | 1.35 (F) | 1 | - | 0.234 | 0.730 | ||||
| Test 7 | Wilcoxon test | CS | Co-infection (single vs. co-infection) | 418 (W) | 80 | 1 | - | 0.596 | - |
| Model 11 | Procrustes regression | Procrustes shape coordinates | 12.73 (F) | 80 | 1 | - | 0.141 | ||
| Co-infection (single vs. co-infection) | 0.61 (F) | 1 | - | 0.77 | 0.007 | ||||
| Haplotype | 0.76 (F) | 1 | - | 0.60 | 0.008 | ||||
| CS x Co-infection (single vs. co-infection) | 0.78 (F) | 1 | - | 0.58 | 0.009 |
Fig. 2Haplotype network of the 227 Bulinus tropicus specimens from Lake Kasenda that were barcoded for a fragment of COX1. Circle area is proportional to the number of specimens of each haplotype (smallest circle = 1 specimen, largest = 104). Single nucleotide polymorphisms between the haplotypes are represented by dashes on the connecting branches. For each haplotype the proportion of snails that are uninfected or infected (any trematode infection), as derived from RD-PCR results, is indicated in grey and white, respectively. Labels refer to the haplotypes used in Supplementary Table 3.
Composition of the trematode community (11 taxa) in the population of Bulinus tropicus from Lake Kasenda. For each trematode species the overall prevalence of infection and the proportion of co-infections are indicated. Finally, we report which markers were successfully sequenced from our HTAS protocol for each trematode species (v = success; x = failure).
| Trematode species | Prevalence (n = 257) | Proportion in co-infections | COX1 I | COX1 II | ITS2 | NAD1 | cytb |
|---|---|---|---|---|---|---|---|
| Plagiorchiida sp. | 12.8% | 24.2% | x | v | v | x | v |
| 8.2% | 33.3% | x | x | v | v | x | |
| 5.8% | 13.3% | v | v | v | v | v | |
| 4.7% | 0.0% | x | v | v | v | v | |
| 1.2% | 66.7% | v | x | v | x | v | |
| Heterophyidae sp. | 1.2% | 66.7% | x | x | v | x | x |
| Allocreadiidae sp. | 0.8% | 100.0% | x | x | v | x | x |
| Strigeidae sp. | 0.4% | 0.0% | v | v | v | v | v |
| Crassiphialinae sp. | 0.4% | 0.0% | x | v | v | v | x |
| Allocreadiidae sp. | 0.4% | 100.0% | x | x | v | x | x |
| Digenea sp. | 0.4% | 100.0% | x | x | v | x | x |
Fig. 3Variation in centroid size (CS) of Bulinus tropicus shells depending on infection status. Median CS values are illustrated as thick lines within the boxes, first and third quartiles as the upper and lower hinges. The whiskers extend from the hinges to the highest or lowest values (for upper and lower whisker, respectively) within 1.5 x the inter-quartile range of the corresponding hinge (Wickham 2016). Each dot represents an individual snail.
Fig. 4Morphospace occupation plot reconstructed by non-metric multidimensional scaling (NMDS) on the Procrustes shape coordinates of 198 individuals of Bulinus tropicus from Lake Kasenda. Blue circles indicate uninfected specimens, orange symbols infected specimens, with ∇ = single infection by Echinoparyphium sp.; Δ = single infection by Austrodiplostomum sp. 2; □ = single infection by Plagiorchiida sp. I; ◊ = single infection by Petasiger sp. 5; ○ = any other infection. Filled symbols indicate the mean shape for each infection group, and the filled orange circle represents the mean of all trematode-infected snails. Vectors indicate the shape changes by any of these infection types compared to uninfected specimens. These differences are further illustrated in Fig. 5. (For interpretation of the references to colour in this figure legend, the reader is referred to the Web version of this article.)
Fig. 5Difference in mean shell shape between an uninfected Bulinus tropicus (A), an infected B. tropicus (all types of infections collectively; B), and a B. tropicus infected by Petasiger sp. 5 (C). Each of the displayed specimens is the specimen nearest to the group mean in morphospace (Fig. 4). The differences in Procrustes shape coordinates among these specimens are visualized with vectors (vector length magnification = ×2.5).