| Literature DB >> 32952201 |
Elena Rosa1, Marjo Saastamoinen1,2.
Abstract
Cold developmental conditions can greatly affect adult life history of ectotherms in seasonal habitats. Such effects are mostly negative, but sometimes adaptive. Here, we tested how cold conditions experienced during pupal development affect adult wing melanization of an insect ectotherm, the Glanville fritillary butterfly, Melitaea cinxia. We also assessed how in turn previous cold exposure and increased melanization can shape adult behaviour and fitness, by monitoring individuals in a seminatural set-up. We found that, despite pupal cold exposure inducing more melanization, wing melanization was not linked to adult thermoregulation preceding flight, under the conditions tested. Conversely, wing-vibrating behaviour had a major role in producing heat preceding flight. Moreover, more melanized individuals were more mobile across the experimental set-up. This may be caused by a direct impact of melanization on flight ability or a more indirect impact of coloration on behaviours such as mate search strategies and/or eagerness to disperse to more suitable mating habitats. We also found that more melanized individuals of both sexes had reduced mating success and produced fewer offspring, which suggests a clear fitness cost of melanization. Whether the reduced mating success is dictated by impaired mate search behaviour, reduced physical condition leading to a lower dominance status or weakened visual signalling remains unknown. In conclusion, while there was no clear role of melanization in providing a thermal advantage under our seminatural conditions, we found a fitness cost of being more melanized, which potentially impacted adult space use behaviour.Entities:
Keywords: butterfly; life history; melanization; thermoregulation; wings
Year: 2020 PMID: 32952201 PMCID: PMC7487764 DOI: 10.1016/j.anbehav.2020.07.015
Source DB: PubMed Journal: Anim Behav ISSN: 0003-3472 Impact factor: 2.844
Figure 1Digital images showing (a) the contribution of both black and orange wing areas to wing melanization and (b) the effect of black patterns alone on the same individual. As melanization was measured as mean grey value, images are shown in greyscale. The red selection represents the area assessed in the main experiment (a) and in the assessment of the contribution of black patterns alone (b). In (a) the wing area used to assess basal melanization is highlighted in magenta, while the distal wing area is represented by the remaining portion (not in magenta). Details on how these figures were generated can be found in the Methods.
Figure 2The effect of wing melanization on (a) mating success in males (blue) and females (red) and (b) early life adult mobility. Mobility is represented by the residuals of the linear regression between the number of grid squares visited by each butterfly and the number of observations. Mean grey values (see Methods) are rescaled so that higher numbers for wing melanization represent darker wings. Circles represent individual butterflies, lines represent model fit and shadings represent the default confidence interval (95%).
Figure 3Thorax temperature assessed at intervals of 10 s until take-off. (a) Cold-treated (blue) and control (red) individuals. (b) Individuals that vibrated (orange) and did not vibrate (green) their wings prior to flight. Lines represent model fit and shadings represent the default confidence interval (95%).
Figure 4Effect of (a) larval and (b) pupal temperature treatments on wing melanization in females (red) and males (blue). Dark red/blue: cold-treated individuals; light red/blue: controls. Mean grey values (see Methods) are rescaled so that higher numbers for wing melanization represent darker wings. Horizontal lines in the box plots represent the median, 25th and 75th percentiles; whiskers include values within 1.5 times the interquartile range and circles represent outliers.
Statistical model selection as output of the step() function and final models for the impact of cold pupal treatment on pupal and adult life history traits
| Numerator | Denominator | Effect sizes | Magnitude | |||
|---|---|---|---|---|---|---|
| Full model | ∼ treatment + sex + treatment∗sex + wing area | AIC=1371.9 | BIC=1401.6 | |||
| Final model | ∼ treatment + sex | AIC=1370.6 | BIC=1391.8 | |||
| Treatment | 1 | 480.73 | 1758.78 | 3.24 | Large | |
| Sex | 1 | 500.08 | 7.20 | 0.21 | Small | |
| Full model | ∼ treatment + sex + treatment∗sex | AIC=-164.1 | BIC=-138.5 | |||
| Final model | ∼ sex | AIC=-166.3 | BIC=-149.3 | |||
| Sex | 1 | 517.18 | 1147.3 | 2.90 | Large | |
| Full model | ∼ treatment + sex + treatment∗sex + wing area | AIC=-1740.6 | BIC=-1710.8 | |||
| Final model | ∼ treatment + sex + wing area | AIC=-1741.9 | BIC=-1716.3 | |||
| Treatment | 1 | 489.13 | 4.26 | -0.19 | Negligible | |
| Sex | 1 | 516.99 | 101.88 | -0.52 | Medium | |
| Wing area | 1 | 516.67 | 58.52 | -0.28 | – | |
| Full model | ∼ treatment + sex + treatment∗sex + wing area | AIC=3409.9 | BIC=3439.7 | |||
| Final model | ∼ treatment + sex | AIC=3407.9 | BIC=3429.1 | |||
| Treatment | 1 | 482.42 | 24.73 | 0.30 | Small | |
| Sex | 1 | 500.25 | 91.87 | -0.74 | Medium | |
| Full model | ∼ treatment + sex + melanization + treatment∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization + wing area | AIC=151.0 | BIC=181.2 | |||
| Final model | ∼ sex + melanization + melanization∗sex | AIC=143.6 | BIC=158.7 | |||
| Melanization | 1 | 10.17 | -0.43 | – | ||
| Sex | 1 | 8.71 | 0.39 | Medium | ||
| Melanization∗sex | 1 | 2.69 | 0.10 | – | – | |
| Full model | ∼ treatment + sex + melanization + treatment∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization + wing area + age + release temperature | AIC=272.9 | BIC=306.3 | |||
| Final model | ∼ treatment + release temperature + age | AIC=268.8 | BIC=284.2 | |||
| Treatment | 1 | 92.22 | 13.38 | 0.98 | Large | |
| Release temperature | 1 | 92.11 | 4.65 | 0.14 | – | |
| Age | 1 | 78.68 | 5.94 | -0.35 | – | |
| Full model | ∼ treatment + clutch + melanization + treatment∗clutch + treatment∗melanization + melanization∗clutch + treatment∗clutch∗melanization + wing area + age + daily temperature | AIC=235.3 | BIC=268.9 | |||
| Final model | ∼ clutch + daily temperature | AIC=224.2 | BIC=237.1 | |||
| Clutch | 1 | 66.18 | 71.19 | 0.50 | – | |
| Daily temperature | 1 | 85.79 | 84.87 | 0.52 | – | |
| Full model | ∼ treatment + clutch + melanization + treatment∗clutch + treatment∗melanization + melanization∗clutch + treatment∗clutch∗melanization + wing area + age + daily temperature | AIC=454.5 | BIC=496.3 | |||
| Final model | ∼ clutch + daily temperature | AIC=445.1 | BIC=461.2 | |||
| Clutch | 1 | 182 | 7.57 | -0.42 | – | |
| Daily temperature | 1 | 182 | 1838.92 | 0.96 | – | |
| Full model | ∼ treatment + sex + melanization + treatment∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization + wing area | AIC=1548.3 | BIC=1577.8 | |||
| Final model | ∼ melanization + sex | AIC=1546.0 | BIC=1559.4 | |||
| Melanization | 1 | 104.07 | 6.06 | -0.14 | – | |
| Sex | 1 | 94.81 | 19.59 | -0.45 | Small | |
| Full model | ∼ treatment + sex + melanization + treatment∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization + wing area + hair + age | AIC=487.0 | BIC=526.3 | |||
| Final model | ∼ melanization | AIC=476.7 | BIC=488.7 | |||
| Melanization | 1 | 149 | 4.55 | 0.18 | – | |
| Full model | ∼ treatment + sex + melanization + treatment∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization + wing area + hair + age | AIC=784.2 | BIC=823.4 | |||
| Final model | ∼ treatment + sex + melanization + treatment∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization | AIC=783.5 | BIC=813.7 | |||
| Treatment | 1 | 143 | 1.20 | 0.27 | 0.04 | Negligible |
| Melanization | 1 | 143 | 0.91 | 0.34 | -0.06 | – |
| Sex | 1 | 143 | 0.10 | 0.75 | 0.57 | Medium |
| Treatment∗melanization | 1 | 143 | 1.28 | 0.25 | – | – |
| Treatment∗sex | 1 | 143 | 4.35 | – | – | |
| Melanization∗sex | 1 | 143 | 0.19 | 0.67 | – | – |
| Treatment∗melanization∗sex | 1 | 143 | 4.48 | – | – | |
| Full model | ∼ treatment + sex + melanization + treatment∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization + wing area + hair | AIC=1013.7 | BIC=1046.9 | |||
| Final model | ∼ | AIC=1003.6 | BIC=1012.6 | |||
Significant P values are shown in bold. Akaike (AIC) and Bayesian information criteria (BIC) are presented for the initial full and final models. F values are shown for all traits except for ‘Mating success’ for which chi-square values are given. Effect sizes for treatment and sex are expressed as Cohen's d for continuous response variables and as Cliff's delta for binary variables. The magnitude of the effect size follows the thresholds |d|<0.2 ‘negligible’, |d|<0.5 ‘small’, |d|<0.8 ‘medium’, otherwise ‘large’. Effect sizes for continuous effects are expressed as Pearson r.
∗See Table A4 for additional measures of melanization and Fig. A2 for the interrelations among wing melanization, area, sex and pupal treatment.
Principal components (PCs) describing thermoregulatory patterns of basking butterflies
| PC1 | PC2 | PC3 | |
|---|---|---|---|
| Thermoregulatory variable (%) | (60.88) | (26.46) | (8.60) |
| Heating rate | -0.219 | -0.312 | |
| Basking duration | -0.444 | ||
| Temperature increment | 0.086 | 0.043 | |
| Take-off temperature | -0.040 |
Correlations of the original variables are shown together with the percentage of variance explained by each PC (in parentheses). Correlations higher than |0.5| are shown in bold and presented in the main text.
Statistical model selection as output of the step() function and final models for each thermoregulation-related PC
| Numerator | Denominator | Effect sizes | Magnitude | |||
|---|---|---|---|---|---|---|
| Full model | ∼ treatmeant + sex + melanization + treatmeant∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization + wing area + air temperature + wing vibrating + age + hair | AIC=467.8 | BIC=510.5 | |||
| Final model | ∼ treatment + wing vibrating | AIC=457.5 | BIC=471.7 | |||
| Treatment | 1 | 124 | 6.99 | -0.46 | Small | |
| Wing vibrating | 1 | 124 | 19.25 | 0.81 | Large | |
| Full model | ∼ treatment + sex + melanization + treatment∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization + wing area + air temperature + wing vibrating + age + hair | AIC=354.4 | BIC=397.1 | |||
| Final model | ∼ sex + air temperature + wing vibrating + age | AIC=347.3 | BIC=367.2 | |||
| Sex | 1 | 122 | 5.68 | -0.30 | Small | |
| Air temperature | 1 | 122 | 17.09 | 0.29 | – | |
| Age | 1 | 122 | 7.09 | 0.051 | – | |
| Wing vibrating | 1 | 122 | 15.04 | -0.54 | Medium | |
| Full model | ∼ treatment + sex + melanization + treatment∗sex + treatment∗melanization + melanization∗sex + treatment∗sex∗melanization + wing area + air temperature + wing vibrating + age + hair | AIC=234.4 | BIC=277.1 | |||
| Final model | ∼ air temperature | AIC=223.9 | BIC=235.3 | |||
| Air temperature | 1 | 125 | 8.14 | 0.25 | – | |
Significant P values are shown in bold. Akaike (AIC) and Bayesian information criteria (BIC) are presented for the initial full and final models. Effect sizes for binary factors are expressed as Cohen's d and for continuous variables as Pearson r. The magnitude of the effect size for Cohen's d follows the thresholds |d|<0.2 ‘negligible’, |d|<0.5 ‘small’, |d|<0.8 ‘medium’, otherwise ‘large’.
Statistical model selection as output of the step() function and final models for effect of pupal temperature on additional melanization features in live individuals.
| Numerator | Denominator | Effect sizes | Magnitude | |||
|---|---|---|---|---|---|---|
| Full model | ∼ treatment + sex + treatment∗sex + wing area | AIC=4012.7 | AIC=4042.5 | |||
| Final model | ∼ treatment | AIC=4009.9 | AIC=4026.9 | |||
| Treatment | 1 | 490.65 | 8.06 | 0.19 | Negligible | |
| Full model | ∼ treatment + sex + treatment∗sex + wing area | AIC=3411.7 | BIC=3441.5 | |||
| Final model | ∼ treatment + sex | AIC=3409.4 | BIC=3430.7 | |||
| Treatment | 1 | 496.35 | 5.54 | 0.14 | Negligible | |
| Sex | 1 | 516.69 | 95.13 | -0.85 | Large | |
| Full model | ∼ treatment + sex + treatment∗sex + wing area | AIC=3621.3 | BIC=3651.1 | |||
| Final model | ∼ treatment + sex | AIC=3618.0 | BIC=3639.3 | |||
| Treatment | 1 | 487.14 | 15.62 | 0.24 | Small | |
| Sex | 1 | 511.25 | 90.78 | -0.79 | Medium | |
| Full model | ∼ treatment + sex + treatment∗sex + wing area | AIC=3825.6 | BIC=3855.4 | |||
| Final model | ∼ sex | AIC=3821.6 | BIC=3838.6 | |||
| Sex | 1 | 518.99 | 32.12 | -0.49 | Small | |
Significant P values are shown in bold. Akaike (AIC) and Bayesian information criteria (BIC) are presented for the initial full and final models. Effect sizes for treatment and sex are expressed as Cohen's d. The magnitude of the effect size for Cohen's d follows thresholds |d|<0.2 ‘negligible’, |d|<0.5 ‘small’, |d|<0.8 ‘medium’, otherwise ‘large’.
Statistical model selection as output of the step() function and final models for the effect on wing melanization of larval versus pupal cold treatment
| Numerator | Denominator | Pr | Effect sizes | Magnitude | ||
|---|---|---|---|---|---|---|
| Full model | ∼ treatment + sex + treatment∗sex + wing area | AIC=773.0 | BIC=793.3 | |||
| Final model | ∼ wing area | AIC=768.5 | BIC=780.1 | |||
| Wing area | 1 | 127.2 | 15.93 | -0.33 | – | |
| Full model | ∼ treatment + sex + treatment∗sex + wing area | AIC=625.7 | BIC=644.5 | |||
| Final model | ∼ treatment + sex | AIC=622.8 | BIC=636.2 | |||
| Pupal treatment | 1 | 12.74 | 8.78 | 0.79 | Medium | |
| Sex | 1 | 101.3 | 13.23 | -0.78 | Medium | |
Significant P values are shown in bold. Akaike (AIC) and Bayesian information criteria (BIC) are presented for the initial full and final models. Effect sizes for treatment and sex are expressed as Cohen's d. The magnitude of the effect size for Cohen's d follows thresholds |d|<0.2 ‘negligible’, |d|<0.5 ‘small’, |d|<0.8 ‘medium’, otherwise ‘large’.
Data from an experiment assessing the role of melanization in terms of immune response, measured as phenoloxidase activity in adult haemolymph (PO)
| Numerator | Denominator | Effect sizes | Magnitude | |||
|---|---|---|---|---|---|---|
| Full model | ∼ treatment + bacteria + sex + melanization + treatment∗bacteria + treatment∗sex + bacteria∗sex + treatment∗melanization + bacteria∗melanization + sex∗melanization + treatment∗bacteria∗sex + treatment∗bacteria∗melanization + treatment∗sex∗melanization + bacteria∗sex∗melanization + treatment∗bacteria∗sex∗melanization + wing area | AIC=1461.7 | BIC=1530.2 | |||
| Final model | ∼ treatment + bacteria + sex + treatment∗bacteria + treatment∗sex + bacteria∗sex + treatment∗bacteria∗sex | AIC=1449.1 | BIC=1485.2 | |||
| Treatment | 1 | 255.78 | 1.03 | 0.31 | 0.079 | Negligible |
| Bacteria | 1 | 260.37 | 29.17 | 0.59 | Medium | |
| Sex | 1 | 263.44 | 6.75 | 0.28 | Small | |
| treatment∗bacteria | 1 | 257.61 | 0.20 | 0.65 | 0.15 | – |
| treatment∗sex | 1 | 255.34 | 4.03 | – | – | |
| bacteria∗sex | 1 | 258.64 | 0.58 | 0.45 | – | – |
| treatment∗bacteria∗sex | 1 | 257.58 | 9.72 | – | – | |
| Full model | ∼ treatment + bacteria + sex + melanization + treatment∗bacteria + treatment∗sex + bacteria∗sex + treatment∗melanization + bacteria∗melanization + sex∗melanization + treatment∗bacteria∗sex + treatment∗bacteria∗melanization + treatment∗sex∗melanization + bacteria∗sex∗melanization + treatment∗bacteria∗sex∗melanization + wing area | AIC=756.3 | BIC=805.9 | |||
| Final model | ∼ treatment + bacteria + sex + treatment∗bacteria + treatment∗sex + bacteria∗sex + treatment∗bacteria∗sex + wing area | AIC=753.4 | BIC=782.2 | |||
| Treatment | 1 | 84.89 | 0.10 | 0.75 | 0.02 | Negligible |
| Bacteria | 1 | 90.34 | 1.31 | 0.26 | -0.12 | Negligible |
| Sex | 1 | 88.91 | 2.53 | 0.11 | 0.59 | Medium |
| wing area | 1 | 91.59 | 16.82 | 0.44 | – | |
| Treatment∗bacteria | 1 | 89.70 | 0.06 | 0.81 | – | – |
| Treatment∗sex | 1 | 85.67 | 0.03 | 0.87 | – | – |
| Bacteria∗sex | 1 | 90.91 | 2.09 | 0.15 | – | – |
| Treatment∗bacteria∗sex | 1 | 87.63 | 7.91 | – | – | |
All individuals underwent the same cold pupal treatment described in the main text, plus an immune challenge as adults with either lyophilized bacterial cells (Micrococcus luteus) or phosphate-buffered saline (PBS, as control). The data show no direct correlation between melanization of wings and PO activity, but a negative impact of high PO activity on male life span, only under cold pupal treatment (Fig. A3). Effect sizes for binary factors are expressed as Cohen's d and for continuous variables as Pearson r. The magnitude of the effect size for Cohen's d follows thresholds |d|<0.2 ‘negligible’, |d|<0.5 ‘small’, |d|<0.8 ‘medium’, otherwise ‘large’.