| Literature DB >> 26767166 |
Andrea Springer1, Claudia Fichtel1, Sébastien Calvignac-Spencer2, Fabian H Leendertz2, Peter M Kappeler3.
Abstract
Hemoparasites can cause serious morbidity in humans and animals and often involve wildlife reservoirs. Understanding patterns of hemoparasite infections in natural populations can therefore inform about emerging disease risks, especially in the light of climate change and human disruption of natural ecosystems. We investigated the effects of host age, sex, host group size and season on infection patterns of Plasmodium sp., Babesia sp. and filarial nematodes in a population of wild Malagasy primates, Verreaux's sifakas (Propithecus verreauxi), as well as the effects of these infections on hematological variables. We tested 45 blood samples from 36 individuals and identified two species of Plasmodium, one species of Babesia and two species of filarial nematodes. Plasmodium spp. and Babesia sp. infections showed opposite patterns of age-dependency, with babesiosis being prevalent among young animals, while older animals were infected with Plasmodium sp. In addition, Babesia sp. infection was a statistically significant negative predictor of Plasmodium sp. infection. These results suggest that Plasmodium and Babesia parasites may interact within the host, either through cross-immunity or via resource competition, so that Plasmodium infections can only establish after babesiosis has resolved. We found no effects of host sex, host group size and season on hemoparasite infections. Infections showed high prevalences and did not influence hematological variables. This preliminary evidence supports the impression that the hosts and parasites considered in this study appear to be well-adapted to each other, resulting in persistent infections with low pathogenic and probably low zoonotic potential. Our results illustrate the crucial role of biodiversity in host-parasite relationships, specifically how within-host pathogen diversity may regulate the abundance of parasites.Entities:
Keywords: Babesia sp.; Cross-immunity; Hemoparasites; Parasite community; Plasmodium sp.; Propithecus verreauxi; Verreaux's sifakas
Year: 2015 PMID: 26767166 PMCID: PMC4683568 DOI: 10.1016/j.ijppaw.2015.10.006
Source DB: PubMed Journal: Int J Parasitol Parasites Wildl ISSN: 2213-2244 Impact factor: 2.674
Details of sampling and infection patterns. Individuals are ordered by age. X denotes a positive, while -- denotes a negative sample.
| ID | Age | Sex | Group | Group size | Sampling date | Season | Plasmodium | Babesia | Onchocercidae | |
|---|---|---|---|---|---|---|---|---|---|---|
| Species 1 | Species 2 | |||||||||
| Bet | 1 | m | C | 4 | 11-Apr-14 | wet | ||||
| Buf | 1 | m | F1 | 6 | 26-Mar-13 | wet | ||||
| Col | 1 | m | F | 5 | 25-Mar-13 | wet | ||||
| Dav | 1 | m | H | 4 | 11-Apr-14 | wet | ||||
| Fre | 1 | m | F | 6 | 11-Apr-14 | wet | ||||
| Gay | 1 | f | L | 4 | 12-Apr-14 | wet | ||||
| Kam | 1 | f | J | 7 | 26-Mar-13 | wet | ||||
| Man | 1 | m | C | 4 | 25-Mar-13 | wet | ||||
| Win | 1 | m | G | 6 | 11-Apr-14 | wet | ||||
| Yon | 1 | m | J | 7 | 11-Apr-14 | wet | ||||
| Zwo | 1 | m | S3 | 7 | 25-Mar-13 | wet | ||||
| Gan | 4 | m | L | 4 | 23-Apr-14 | wet | ||||
| Ich | 4 | m | J | 6 | 20-Aug-13 | dry | ||||
| Mor | 4 | m | H | 4 | 19-Mar-14 | wet | ||||
| Aug | 5 | f | E | 4 | 10-Sep-13 | dry | ||||
| Aug | 6 | f | E | 4 | 12-Mar-14 | wet | ||||
| Hel | 5 | f | F | 5 | 26-Mar-13 | wet | ||||
| Hon | 5 | m | G | 4 | 21-Aug-13 | dry | ||||
| Nov | 5 | f | G | 6 | 11-Apr-14 | wet | ||||
| Ven | 5 | m | S3 | 6 | 13-Apr-14 | wet | ||||
| Bor | 6 | m | S3 | 6 | 13-Apr-14 | wet | ||||
| Kan | 6 | m | F1 | 3 | 14-Apr-14 | wet | ||||
| Kyu | 6 | m | G | 6 | 11-Apr-14 | wet | ||||
| Lin | 6 | m | F1 | 5 | 20-Aug-13 | dry | ||||
| Sen | 6 | m | J | 6 | 21-Aug-13 | dry | ||||
| Sen | 7 | m | J | 7 | 13-Mar-14 | wet | ||||
| Ten | 7 | m | C | 4 | 11-Apr-14 | wet | ||||
| Zur | 9 | m | G | 5 | 16-Apr-13 | wet | ||||
| Zur | 9 | m | G | 4 | 21-Aug-13 | dry | ||||
| Zur | 10 | m | G | 5 | 13-Mar-14 | wet | ||||
| Goa | 10 | f | L | 3 | 26-Mar-13 | wet | ||||
| Mel | 10 | m | E | 6 | 16-Apr-13 | wet | ||||
| Mel | 10 | m | E | 5 | 20-Aug-13 | dry | ||||
| Sis | 11 | f | E | 6 | 28-Mar-13 | wet | ||||
| Fra | 12 | m | F | 5 | 21-Aug-13 | dry | ||||
| Fra | 12 | m | F | 6 | 12-Mar-14 | wet | ||||
| Boc | 13 | m | C | 4 | 20-Aug-13 | dry | ||||
| Boc | 14 | m | C | 4 | 13-Mar-14 | wet | ||||
| Sav | 14 | f | F1 | 6 | 26-Mar-13 | wet | ||||
| Swa | 14 | f | S2 | 2 | 14-Apr-14 | wet | ||||
| Maf | 16 | m | L | 3 | 22-Aug-13 | dry | ||||
| Sap | 19 | m | H | 3 | 16-Apr-13 | wet | ||||
| Sap | 19 | m | H | 3 | 22-Aug-13 | dry | ||||
| Sap | 20 | m | H | 4 | 11-Apr-14 | wet | ||||
| Yok | 21 | f | J | 7 | 11-Apr-14 | wet | ||||
Fig. 1Maximum likelihood tree of malaria parasite cytochrome b sequences (P. = Plasmodium). The clade formed by lemur malaria parasites is blue. The two sequences detected in this study are highlighted with grey rectangles. Bootstrap values are reported above branches when >50. The scale is in substitution per site.
Fig. 2Age-dependence of Babesia sp. infections (grey) and Plasmodium sp. infections (black). The lines represent the predicted values according to the two different GLMMs.
Results of GLMM testing the influence of different predictor variables on the probability of being infected with Plasmodium spp. Significant P-values are printed in bold. Likelihood ratio test comparing the full model to a null model containing only the random effect: χ² = 37.2, df = 4, P < 0.001. Significant P-values are printed in bold.
| Term | Estimate | Standard error | z | P |
|---|---|---|---|---|
| Intercept | −28.59 | 16.76 | −1.71 | 0.088 |
| Sex | 0.06 | 2.99 | 0.02 | 0.98 |
| Age | 1.86 | 0.98 | 1.89 | 0.059 |
| Group size | 3.3 | 2.3 | 1.43 | 0.153 |
| Season | −2.68 | 2.41 | −1.11 | 0.267 |
Results of GLMM testing the influence of different predictor variables on the probability of being infected with Babesia sp. Significant P-values are printed in bold. Likelihood ratio test comparing the full model to a null model containing only the random effect: χ² = 23.7, df = 4, P < 0.001.
| Term | Estimate | Standard error | z | P |
|---|---|---|---|---|
| Intercept | 1.08 | 2.72 | 0.4 | 0.692 |
| Sex | −1.51 | 1.29 | −1.16 | 0.244 |
| Age | −0.49 | 0.22 | −2.2 | |
| Group size | 0.35 | 0.5 | 0.71 | 0.479 |
| Season | 1.7 | 1.49 | 1.14 | 0.254 |
Results of GLMM testing the influence of Babesia sp. infection on the probability of being infected with Plasmodium spp. Significant P-values are printed in bold. Likelihood ratio test comparing the full model to a null model containing only the random effect: χ² = 9.21, df = 1, P = 0.002.
| Term | Estimate | Standard error | z | P |
|---|---|---|---|---|
| Intercept | 9.14 | 2.89 | 3.17 | |
| −19.52 | 5.16 | −3.78 |
Results of GLMMs testing the influence of different predictor variables on the probability of being infected with two different filarial nematodes (family Onchocercidae). Significant P-values are printed in bold. Likelihood ratio tests comparing full models to null models containing only the random effect: Onchocercidae sp. 1: χ² = 12.07, df = 4, P = 0.016; Onchocercidae sp. 2: χ² = 1.63, df = 4, P = 0.802.
| Term | Estimate | Standard error | z | P |
|---|---|---|---|---|
| Onchocercidae sp. 1 | ||||
| Intercept | −0.67 | 2.4 | −0.28 | 0.78 |
| Sex | 0.02 | 0.97 | 0.03 | 0.98 |
| Age | 0.24 | 0.1 | 2.48 | |
| Group size | −0.38 | 0.39 | −0.96 | 0.338 |
| Season | 1.36 | 1.06 | 1.28 | 0.202 |
| Onchocercidae sp. 2 | ||||
| Intercept | −3.88 | 10.88 | −0.36 | 0.721 |
| Sex | −0.25 | 4.41 | −0.06 | 0.956 |
| Age | −0.14 | 0.43 | −0.33 | 0.739 |
| Group size | −0.69 | 1.84 | −0.38 | 0.707 |
| Season | −3.68 | 4.59 | −0.8 | 0.422 |
Results of GLMM testing the influence of different predictor variables on hemoparasite species richness. Likelihood ratio test comparing the full model to a null model containing only the random effect: χ² = 3.7, df = 4, P = 0.45.
| Term | Estimate | Standard error | z | P |
|---|---|---|---|---|
| Intercept | 0.1 | 0.59 | 0.18 | 0.859 |
| Sex | −0.03 | 0.25 | −0.13 | 0.897 |
| Age | 0.04 | 0.02 | 1.92 | 0.054 |
| Group size | 0.04 | 0.09 | 0.45 | 0.65 |
| Season | 0.07 | 0.26 | 0.27 | 0.79 |
Hematology results for Verreaux's sifakas captured at Kirindy Forest, Madagascar.
| All animals (N = 45) | Adults (N = 31) | 1 – 4 year olds (N = 14) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Mean | Standard deviation | Min – Max | Mean | Standard deviation | Min – Max | Mean | Standard deviation | Min – Max | |
| Packed cell volume (%) | 38.05 | 3.58 | 29–47 | 39.4 | 2.74 | 35–47 | 35.14 | 3.44 | 29–43 |
| Total plasma protein (g/dl) | 6.68 | 0.49 | 5.4–7.8 | 6.83 | 0.38 | 6.2–7.6 | 6.39 | 0.54 | 5.4–7.4 |
| Neutrophilic granulocytes, | 27.64 | 8.88 | 14–49 | 28.88 | 7.78 | 17.5–49 | 25.16 | 9.98 | 12.5–40 |
| Neutrophilic granulocytes, | 0.33 | 0.49 | 0–2 | 0.41 | 0.53 | 0–2 | 0.14 | 0.29 | 0–1 |
| Lymphocytes (%) | 63.37 | 9.95 | 39.5–81.5 | 62.37 | 8.51 | 39.5–76.5 | 65.72 | 11.66 | 49–81.5 |
| Monocytes (%) | 7.77 | 4.75 | 1.5–20.67 | 7.36 | 4.37 | 1.5–20.3 | 8.35 | 5.27 | 1.5–20.67 |
| Eosinophilic granulocytes (%) | 0.96 | 0.91 | 0–4.5 | 1.07 | 0.91 | 0–4.5 | 1.06 | 0.87 | 0–2.5 |
| Basophilic granulocytes (%) | 0.05 | 0.18 | 0–0.5 | 0.05 | 0.19 | 0–1 | 0.06 | 0.14 | 0–0.5 |
Results of LMMs testing the influence of infection with each parasite species on hematology results. Packed cell volume and the neutrophil: lymphocyte ratio were log-transformed. Significant P-values are printed in bold. Likelihood ratio tests comparing full models to null models containing only the random effect: PCV: χ² = 7.9, df = 5, P = 0.16; TP: χ² = 9.3, df = 5, P = 0.1; NLR: χ² = 7.6, df = 5, P = 0.18.
| Term | Estimate | Standard error | df | t | P |
|---|---|---|---|---|---|
| Packed cell volume | |||||
| Intercept | 3.55 | 0.04 | 33.45 | 85.86 | |
| Plasmodium | 0.004 | 0.04 | 28.54 | 0.09 | 0.929 |
| Babesia | 0.04 | 0.04 | 35.34 | 1.05 | 0.303 |
| Onchocercidae 1 | 0.01 | 0.03 | 26.95 | 0.47 | 0.64 |
| Onchocercidae 2 | −0.02 | 0.03 | 33.91 | −0.53 | 0.603 |
| Age | 0.008 | 0.005 | 36.93 | 1.77 | 0.085 |
| Total plasma protein | |||||
| Intercept | 6.6 | 0.21 | 32.3 | 31.05 | |
| Plasmodium | 0.09 | 0.23 | 32.31 | 0.39 | 0.698 |
| Babesia | −0.22 | 0.19 | 36.07 | −1.15 | 0.258 |
| Onchocercidae 1 | 0.27 | 0.16 | 33.64 | 1.68 | 0.101 |
| Onchocercidae 2 | −0.02 | 0.17 | 32.02 | −0.11 | 0.911 |
| Age | 0.002 | 0.02 | 29.52 | 0.11 | 0.912 |
| Neutrophil: lymphocyte ratio | |||||
| Intercept | −1.01 | 0.21 | 34.87 | −4.7 | |
| Plasmodium | 0.15 | 0.19 | 32.31 | 0.76 | 0.452 |
| Babesia | −0.05 | 0.18 | 36.23 | −0.29 | 0.776 |
| Onchocercidae 1 | −0.02 | 0.16 | 38.97 | −0.15 | 0.885 |
| Onchocercidae 2 | −0.03 | 0.15 | 27.77 | −0.22 | 0.829 |
| Age | 0.02 | 0.02 | 26.56 | 0.92 | 0.366 |
Results of LMMs testing the influence of hemoparasite species richness on hematology results. Packed cell volume and the neutrophil: lymphocyte ratio were log-transformed. Significant P-values are printed in bold. Likelihood ratio tests comparing full models to null models containing only the random effect: PCV: χ² = 6.06, df = 2, P = 0.05; TP: χ² = 6.1, df = 2, P = 0.047, χ² = 6.7, df = 2, P = 0.036.
| Term | Estimate | Standard error | df | t | P |
|---|---|---|---|---|---|
| Packed cell volume (PCV) | |||||
| Intercept | 3.57 | 0.03 | 36.12 | 115.45 | |
| Hemoparasite species richness | 0.01 | 0.02 | 33.12 | 0.75 | 0.46 |
| Age | 0.006 | 0.003 | 30.43 | 1.87 | 0.072 |
| Total plasma protein (TP) | |||||
| Intercept | 6.39 | 0.17 | 30.81 | 38.26 | |
| Hemoparasite species richness | 0.06 | 0.08 | 35.76 | 0.82 | 0.42 |
| Age | 0.03 | 0.01 | 22.06 | 1.89 | 0.072 |
| Neutrophil: lymphocyte ratio (NLR) | |||||
| Intercept | −1.07 | 0.16 | 30.02 | −6.64 | |
| Hemoparasite species richness | 0.0003 | 0.07 | 32.66 | 0.004 | 0.997 |
| Age | 0.03 | 0.01 | 18.74 | 2.49 | |