| Literature DB >> 31624574 |
Luisa Woestmann1, Dimitri Stucki1, Marjo Saastamoinen1.
Abstract
Life history strategies often shape biological interactions by specifying the parameters for possible encounters, such as the timing, frequency, or way of exposure to parasites. Consequentially, alterations in life-history strategies are closely intertwined with such interaction processes. Understanding the connection between life-history alterations and host-parasite interactions can therefore be important to unveil potential links between adaptation to environmental change and changes in interaction processes. Here, we studied how two different host-parasite interaction processes, oral and hemocoelic exposure to bacteria, affect various life histories of the Glanville fritillary butterfly Melitaea cinxia. We either fed or injected adult butterflies with the bacterium Micrococcus luteus and observed for differences in immune defenses, reproductive life histories, and longevity, compared to control exposures. Our results indicate differences in how female butterflies adapt to the two exposure types. Orally infected females showed a reduction in clutch size and an earlier onset of reproduction, whereas a reduction in egg weight was observed for hemocoelically exposed females. Both exposure types also led to shorter intervals between clutches and a reduced life span. These results indicate a relationship between host-parasite interactions and changes in life-history strategies. This relationship could cast restrictions on the ability to adapt to new environments and consequentially influence the population dynamics of a species in changing environmental conditions.Entities:
Keywords: Glanville fritillary butterfly; fecundity; gene expression; immune response; wounding
Year: 2019 PMID: 31624574 PMCID: PMC6787844 DOI: 10.1002/ece3.5586
Source DB: PubMed Journal: Ecol Evol ISSN: 2045-7758 Impact factor: 2.912
Figure 1Gene expression upon oral exposure. Average gene expression levels 24 hr (black) and 72 hr (gray) after oral exposure to M. luteus. Individuals were either exposed to a control diet (circles), a diet supplemented to 5 mg bacteria per ml (squares), or 10 mg bacteria per ml (diamonds). Error bars indicate 95% confidence intervals around the mean, and separate observations are shown with crosses
Gene expression after oral exposure
|
|
|
|
|
|
|
|
| |
|---|---|---|---|---|---|---|---|---|
|
|
| |||||||
| Control (24 hr) – 5 mg/ml (24 hr) | −2.06 ± 0.94 | −2.1928 | .0283 | 0.0991 | −1.13 ± 0.47 | −2.3845 | .0171 | 0.0991 |
| Control (24 hr) – 10 mg/ml (24 hr) | −0.32 ± 0.89 | −0.3528 | .7242 | 0.9382 | 0.59 ± 0.46 | 1.284 | .1991 | 0.3485 |
| Control (72 hr) – 5 mg/ml (72 hr) | −0.32 ± 0.89 | −0.364 | .7159 | 0.9584 | 0.32 ± 0.46 | 0.7012 | .4832 | 0.9584 |
| Control (72 hr) – 10 mg/ml (72 hr) | 0.43 ± 0.99 | 0.4314 | .6662 | 0.7772 | 1.27 ± 0.50 | 2.528 | .0115 | 0.0698 |
| Control (24 hr) – Control (72 hr) | −0.64 ± 0.93 | −0.6891 | .4908 | 0.6387 | −0.48 ± 0.47 | −1.0193 | .3081 | 0.6387 |
| 5 mg/ml (24 hr) – 5 mg/ml (72 hr) | 1.10 ± 0.91 | 1.2131 | .2251 | 0.3919 | 0.97 ± 0.46 | 2.0985 | .0359 | 0.251 |
| 10 mg/ml (24 hr) – 10 mg/ml (72 hr) | 0.11 ± 0.98 | 0.1083 | .9138 | 0.9932 | 0.19 ± 0.49 | 0.3922 | .6949 | 0.9729 |
|
|
| |||||||
| Control (24 hr) – 5 mg/ml (24 hr) | −0.51 ± 0.39 | −1.3029 | .1926 | 0.3371 | 0.28 ± 0.48 | 0.5816 | .5608 | 0.6543 |
| Control (24 hr) – 10 mg/ml (24 hr) | 0.03 ± 0.36 | 0.0876 | .9302 | 0.9382 | 1.08 ± 0.45 | 2.4167 | .0157 | 0.0548 |
| Control (72 hr) – 5 mg/ml (72 hr) | −0.15 ± 0.36 | −0.4119 | .6804 | 0.9584 | 0.48 ± 0.44 | 1.0757 | .2821 | 0.9584 |
| Control (72 hr) – 10 mg/ml (72 hr) | −0.07 ± 0.41 | −0.1618 | .8714 | 0.8714 | 0.49 ± 0.51 | 0.9542 | .34 | 0.595 |
| Control (24 hr) – Control (72 hr) | 0.10 ± 0.38 | 0.2681 | .7886 | 0.7886 | 0.28 ± 0.47 | 0.6016 | .5474 | 0.6387 |
| 5 mg/ml (24 hr) – 5 mg/ml (72 hr) | 0.46 ± 0.37 | 1.2364 | .2163 | 0.3919 | 0.48 ± 0.46 | 1.0354 | .3005 | 0.3919 |
| 10 mg/ml (24 hr) – 10 mg/ml (72 hr) | 0.00 ± 0.40 | 0.0085 | .9932 | 0.9932 | −0.32 ± 0.50 | −0.6263 | .5311 | 0.9729 |
|
|
| |||||||
| Control (24 hr) – 5 mg/ml (24 hr) | 0.30 ± 0.39 | 0.7714 | .4404 | 0.6166 | −0.80 ± 0.60 | −1.3278 | .1842 | 0.3371 |
| Control (24 hr) – 10 mg/ml (24 hr) | 0.95 ± 0.33 | 2.8728 | .0041 | 0.0285 | 0.05 ± 0.59 | 0.0776 | .9382 | 0.9382 |
| Control (72 hr) – 5 mg/ml (72 hr) | 0.40 ± 0.32 | 1.2275 | .2196 | 0.9584 | 0.03 ± 0.59 | 0.0522 | .9584 | 0.9584 |
| Control (72 hr) – 10 mg/ml (72 hr) | 0.92 ± 0.39 | 2.3274 | .0199 | 0.0698 | 0.95 ± 0.64 | 1.4935 | .1353 | 0.3157 |
| Control (24 hr) – Control (72 hr) | 0.25 ± 0.35 | 0.7076 | .4792 | 0.6387 | −0.49 ± 0.60 | −0.8204 | .412 | 0.6387 |
| 5 mg/ml (24 hr) – 5 mg/ml (72 hr) | 0.35 ± 0.36 | 0.9622 | .3359 | 0.3919 | 0.33 ± 0.59 | 0.5715 | .5677 | 0.5677 |
| 10 mg/ml (24 hr) – 10 mg/ml (72 hr) | 0.21 ± 0.39 | 0.5436 | .5867 | 0.9729 | 0.41 ± 0.62 | 0.6621 | .5079 | 0.9729 |
|
| ||||||||
| Control (24 hr) – 5 mg/ml (24 hr) | 0.06 ± 0.31 | 0.2083 | .835 | 0.835 | ||||
| Control (24 hr) – 10 mg/ml (24 hr) | 0.42 ± 0.30 | 1.3807 | .1674 | 0.3485 | ||||
| Control (72 hr) – 5 mg/ml (72 hr) | −0.03 ± 0.30 | −0.0852 | .9321 | 0.9584 | ||||
| Control (72 hr) – 10 mg/ml (72 hr) | 0.16 ± 0.33 | 0.4916 | .623 | 0.7772 | ||||
| Control (24 hr) – Control (72 hr) | −0.25 ± 0.31 | −0.8209 | .4117 | 0.6387 | ||||
| 5 mg/ml (24 hr) – 5 mg/ml (72 hr) | −0.35 ± 0.30 | −1.1386 | .2549 | 0.3919 | ||||
| 10 mg/ml (24 hr) – 10 mg/ml (72 hr) | −0.51 ± 0.32 | −1.5866 | .1126 | 0.7883 | ||||
Results from pairwise comparisons of the adjusted Ct values between females that had been exposed to pure honey‐water (control) or honey‐water supplemented with M. luteus to a concentration of either 5 mg/ml or 10 mg/ml. Measurements of gene expression were taken 24 and 72 hr postexposure. Estimated differences and standard errors are provided as β ± SE (negative values indicate lower gene expression in the first treatment) and q‐Values indicate the fdr‐adjusted p‐values after correction for a comparison of seven genes.
Encapsulation response after oral and hemocoelic exposure
|
|
|
|
| |
|---|---|---|---|---|
| Oral exposure | ||||
| Intercept | 0.04 ± 3.38 | 89 | 0.011 | .991 |
| 5 mg/ml | 2.77 ± 4.82 | 89 | 0.574 | .567 |
| 10 mg/ml | −2.47 ± 4.91 | 89 | −0.503 | .616 |
| Hemocoelic exposure | ||||
| Intercept | 5.55 ± 2.16 | 22.02 | 2.567 | .0176 |
| PBS | 0.73 ± 2.77 | 78.04 | 0.262 | .7941 |
| 5 mg/ml | −15.97 ± 2.75 | 78.65 | −5.815 | <.0001 |
Results from linear mixed‐effects regression on gray values (which reflect the degree of melanization of the inserted monofilament). Differences in gray values to the reference level (Intercept = Control) are given as β ± SE, including standard errors.
Figure 2life history changes upon oral exposure. Separate panels show (a) the time of egg laying of each clutch reflected as day of the year, (b) the amount of eggs per clutch, (c) the average weight per egg for each clutch, (d) the hatching success in percentage of each clutch, and (e) the cumulative survival of females. For panels a–d, black dots indicate clutches laid by females exposed to a control diet and red dot clutches from females exposed to a diet supplemented to a final concentration of 5 mg bacteria per ml. The points are jittered on the x‐axis to improve visibility, but naturally can only take discrete values. The lines reflect predicted egg laying times for each group (95% confidence intervals are shaded), based on a mixed‐effects linear regression model. Panel E additionally features data for females exposed to a diet supplemented to a final concentration of 10 mg bacteria per ml (in blue)
life history traits after oral exposure
| Laying time, lmer |
|
|
|
|
|---|---|---|---|---|
| Intercept | 123.57 ± 1.18 | 18.8 | 105.107 | <.0001 |
| Treatment | −4.09 ± 1.61 | 18.5 | −2.532 | .0206 |
| Clutch number | 3.06 ± 0.18 | 62.4 | 16.749 | <.0001 |
| Treatment × Clutch number | −0.43 ± 0.21 | 62.2 | −2.056 | .0439 |
Results from the statistical analyses on various life‐history traits after oral exposure. For each life‐history trait, the type of model is indicated (for details, see the Statistical analysis section). Parameter estimates and standard errors are provided as β ± SE. Interaction terms are indicated with an × between parameters. For all models, Treatment was a factor (control, 5 mg/ml) and Clutch number a continuous covariate.
Gene expression after hemocoelic exposure
|
|
|
|
|
|
|
|
| |
|---|---|---|---|---|---|---|---|---|
|
|
| |||||||
| Control (24 hr) – PBS (24 hr) | −4.89 ± 1.31 | −3.73 | .0002 | 0.0013 | −1.79 ± 0.62 | −2.89 | .0039 | 0.0136 |
| Control (24 hr) – 5 mg/ml (24 hr) | −7.18 ± 1.28 | −5.59 | 0 | 0 | −2.24 ± 0.62 | −3.63 | .0003 | 0.0004 |
| Control (72 hr) – PBS (72 hr) | −4.41 ± 1.33 | −3.32 | .0009 | 0.0063 | −1.09 ± 0.64 | −1.71 | .0874 | 0.2563 |
| Control (72 hr) – 5 mg/ml (72 hr) | −3.07 ± 1.32 | −2.33 | .0199 | 0.0464 | −1.14 ± 0.64 | −1.79 | .0734 | 0.1027 |
| Control (24 hr) – Control (72 hr) | −0.81 ± 1.32 | −0.62 | .5377 | 0.796 | 0.43 ± 0.64 | 0.68 | .4991 | 0.796 |
| PBS (24 hr) – PBS (72 hr) | −0.32 ± 1.30 | −0.25 | .8036 | 0.8036 | 1.13 ± 0.62 | 1.83 | .068 | 0.1586 |
| 5 mg/ml (24 hr) – 5 mg/ml (72 hr) | 3.30 ± 1.29 | 2.56 | .0105 | 0.0306 | 1.53 ± 0.62 | 2.48 | .0131 | 0.0306 |
|
|
| |||||||
| Control (24 hr) – PBS (24 hr) | 0.04 ± 0.39 | 0.11 | .9145 | 0.9145 | −1.42 ± 0.53 | −2.67 | .0076 | 0.0177 |
| Control (24 hr) – 5 mg/ml (24 hr) | 0.23 ± 0.37 | 0.63 | .5294 | 0.6176 | −2.75 ± 0.53 | −5.18 | 0 | 0 |
| Control (72 hr) – PBS (72 hr) | 0.51 ± 0.38 | 1.33 | .1831 | 0.2563 | −0.46 ± 0.54 | −0.85 | .3956 | 0.3956 |
| Control (72 hr) – 5 mg/ml (72 hr) | −0.12 ± 0.38 | −0.31 | .7533 | 0.7533 | −2.05 ± 0.54 | −3.76 | .0002 | 0.0012 |
| Control (24 hr) – Control (72 hr) | −0.15 ± 0.38 | −0.41 | .6823 | 0.796 | 1.40 ± 0.54 | 2.57 | .0102 | 0.0713 |
| PBS (24 hr) – PBS (72 hr) | 0.32 ± 0.39 | 0.80 | .4214 | 0.5899 | 2.35 ± 0.53 | 4.44 | 0 | 0.0001 |
| 5 mg/ml (24 hr) – 5 mg/ml (72 hr) | −0.51 ± 0.37 | −1.36 | .175 | 0.175 | 2.10 ± 0.53 | 3.96 | .0001 | 0.0005 |
|
|
| |||||||
| Control (24 hr) – PBS (24 hr) | −0.21 ± 0.47 | −0.44 | .659 | 0.7689 | −0.63 ± 0.49 | −1.29 | .1972 | 0.276 |
| Control (24 hr) – 5 mg/ml (24 hr) | −0.14 ± 0.47 | −0.29 | .7683 | 0.7683 | −1.77 ± 0.46 | −3.83 | .0001 | 0.0002 |
| Control (72 hr) – PBS (72 hr) | 0.68 ± 0.48 | 1.42 | .1563 | 0.2563 | −0.75 ± 0.48 | −1.57 | .1175 | 0.2563 |
| Control (72 hr) – 5 mg/ml (72 hr) | −0.68 ± 0.48 | −1.43 | .1538 | 0.1795 | −0.98 ± 0.47 | −2.10 | .0356 | 0.0622 |
| Control (24 hr) – Control (72 hr) | −0.24 ± 0.48 | −0.49 | .6213 | 0.796 | 0.32 ± 0.47 | 0.67 | .5015 | 0.796 |
| PBS (24 hr) – PBS (72 hr) | 0.65 ± 0.47 | 1.39 | .1644 | 0.2877 | 0.20 ± 0.49 | 0.40 | .6887 | 0.8035 |
| 5 mg/ml (24 hr) – 5 mg/ml (72 hr) | −0.78 ± 0.47 | −1.68 | .0939 | 0.1096 | 1.10 ± 0.46 | 2.37 | .0176 | 0.0307 |
|
| ||||||||
| Control (24 hr) – PBS (24 hr) | 0.84 ± 0.38 | 2.20 | .0275 | 0.0482 | ||||
| Control (24 hr) – 5 mg/ml (24 hr) | −1.76 ± 0.38 | −4.61 | 0 | 0 | ||||
| Control (72 hr) – PBS (72 hr) | −0.40 ± 0.39 | −1.02 | .3066 | 0.3577 | ||||
| Control (72 hr) – 5 mg/ml (72 hr) | −1.18 ± 0.39 | −3.01 | .0026 | 0.0092 | ||||
| Control (24 hr) – Control (72 hr) | 0.06 ± 0.39 | 0.15 | .8786 | 0.8786 | ||||
| PBS (24 hr) – PBS (72 hr) | −1.18 ± 0.38 | −3.10 | .002 | 0.0068 | ||||
| 5 mg/ml (24 hr) – 5 mg/ml (72 hr) | 0.64 ± 0.38 | 1.68 | .0934 | 0.1096 | ||||
Results from pairwise comparisons of the adjusted Ct values between females that had been sham treated (Control) injected with PBS or injected with 5 mg/ml M. luteus. Measurements of gene expression were taken 24 and 72 hr postexposure. Estimated differences and standard errors are provided as β ± SE (negative values indicate lower gene expression in the first treatment) and q‐values indicate the fdr‐adjusted p‐values after correction for a comparison of seven genes.
Figure 3Gene expression upon hemocoelic exposure. Average gene expression levels 24 hr (black) and 72 hr (gray) after hemocoelic exposure. Individuals were either only pierced as a control (circles), injected with pure PBS (squares), or injected with 5 mg/ml bacteria PBS solution (diamonds). Error bars indicate 95% confidence intervals around the mean, and separate observations are shown with crosses
Figure 4Timing of egg laying life‐history changes upon oral exposure. Separate panels show (a) the time of egg laying of each clutch reflected as day of the year, (b) the amount of eggs per clutch, (c) the average weight per egg for each clutch, (d) the hatching success in percentage of each clutch, and (e) the cumulative survival of females. For panels a–d, black dots indicate clutches laid by control females (only pierced but not injected), blue dots indicate clutches from females injected with a pure PBS solution, and red dots correspond to clutches from females injected with a 5 mg bacteria per ml PBS solution. The points are jittered on the x‐axis to improve visibility, but naturally can only take discrete values. The lines reflect predicted egg laying times for each group (95% confidence intervals are shaded), based on a mixed‐effects linear regression model. Panel e does not feature the PBS control, as this was omitted for this experiment
Life history traits after hemocoelic exposure
| Laying time, lmer |
|
|
|
|
|---|---|---|---|---|
| Intercept | 84.38 ± 2.13 | 37.7882 | 39.622 | <.0001 |
| Treatment (PBS) | 0.28 ± 2.72 | 37.2416 | 0.102 | .91946 |
| Treatment (5 mg/ml) | 0.55 ± 2.95 | 37.6748 | 0.187 | .85291 |
| Clutch number | 6.76 ± 0.56 | 69.0359 | 11.981 | <.0001 |
| Treatment (PBS) × Clutch number | −2.19 ± 0.65 | 68.8617 | −3.373 | .00122 |
| Treatment (5 mg/ml) × Clutch number | −2.33 ± 0.74 | 68.7567 | −3.165 | .00231 |
Results from the statistical analyses on various life‐history traits after hemocoelic exposure. For each life‐history trait, the type of model is indicated (for details, see the Statistical analysis section). Parameter estimates and standard errors are provided as β ± SE. Interaction terms are indicated with an × between parameters. For all models, Treatment was a factor (control, PBS, 5 mg/ml) and Clutch number a continuous covariate.