| Literature DB >> 34938505 |
Kirsty J MacLeod1, Geoffrey M While2, Tobias Uller1.
Abstract
Maternal stress during gestation has the potential to affect offspring development via changes in maternal physiology, such as increases in circulating levels of glucocorticoid hormones that are typical after exposure to a stressor. While the effects of elevated maternal glucocorticoids on offspring phenotype (i.e., "glucocorticoid-mediated maternal effects") have been relatively well established in laboratory studies, it remains poorly understood how strong and consistent such effects are in natural populations. Using a meta-analysis of studies of wild mammals, birds, and reptiles, we investigate the evidence for effects of elevated maternal glucocorticoids on offspring phenotype and investigate key moderators that might influence the strength and direction of these effects. In particular, we investigate the potential importance of reproductive mode (viviparity vs. oviparity). We show that glucocorticoid-mediated maternal effects are stronger, and likely more deleterious, in mammals and viviparous squamate reptiles compared with birds, turtles, and oviparous squamates. No other moderators (timing and type of manipulation, age at offspring measurement, or type of trait measured) were significant predictors of the strength or direction of the phenotypic effects on offspring. These results provide evidence that the evolution of a prolonged physiological association between embryo and mother sets the stage for maladaptive, or adaptive, prenatal stress effects in vertebrates driven by glucocorticoid elevation.Entities:
Keywords: glucocorticoids; maternal effects; maternal stress; meta‐analysis; viviparity
Year: 2021 PMID: 34938505 PMCID: PMC8668768 DOI: 10.1002/ece3.8360
Source DB: PubMed Journal: Ecol Evol ISSN: 2045-7758 Impact factor: 2.912
Moderators included in global models testing predictions about glucocorticoid‐mediated maternal effects on offspring phenotype
| Moderator | Levels | Prediction | References |
|---|---|---|---|
| Reproductive mode | Oviparous; viviparous | Effects—both positive and negative—should be stronger in viviparous species due to prolonged period of feto‐maternal interaction | Meaney et al. ( |
| Timing of maternal manipulation | Early development; late development; throughout development | Effects should be stronger when treatment includes early development due to high embryonic sensitivity at this time | Berghänel et al. ( |
| Manipulation type | Ecological stressor; HPA axis manipulation | Direct manipulations of the HPA axis may produce stronger effects than natural stressors | Sopinka et al. ( |
| Age at offspring measurement | At/around birth (perinatal); juvenile; maturity | Phenotypic effects of prenatal glucocorticoid exposure should be strongest early in ontogeny | Moore et al. ( |
| Trait category | Size/mass; physiology; behavior/performance; stress response; survival | Effects should be stronger in traits with high levels of plasticity to prevailing conditions (size/mass) or susceptibility to change via the neurosteroid pathway (behavior/performance), or in traits relevant to “environmental matching” (physiology, in particular stress response). Effects on size/mass and survival more likely to be negative. | Kuijper & Hoyle ( |
Results of random‐effects meta‐analyses models testing the outcomes of glucocorticoid‐mediated maternal effects on offspring traits (Hedges’ g) overall, in a data subset where positive/negative outcomes are not subjective (see text for details), and in each taxonomic group
| Effect size group |
| Meta‐analytic mean ± SE [95% CI] |
|
|
|
|
|
Egger's test Est. ± SE [95% CI] |
|---|---|---|---|---|---|---|---|---|
| (a) All data | 394 | −0.23 ± 0.15 [−0.52, 0.06] | 94.89 | 28.27 | 6.53 | 60.10 | 3677 | −0.02 ± 0.18 [−0.06, 0.02] |
| (b) Data subset | 233 | −0.35 ± 0.20 [−0.75, 0.05] | 96.24 | 50.87 | 9.86 | 35.51 | 2257 | −0.03 ± 0.02 [−0.07, 0,02] |
| (c) Taxonomic groups | ||||||||
| (i) Mammals | 110 | −0.59 ± 0.61 [−1.80, 0.63] | 92.87 | 4.08 | 64.43 | 24.36 | 524 | −0.13 ± 0.06 [−0.26, −0.01] |
| (ii) Birds | 143 | −0.05 ± 0.10 [−0.23, 0.14] | 73.53 | 21.82 | 19.32 | 32.39 | 415 | 0.001 ± 0.02 [−0.02, 0.04] |
| (iii) Turtles | 23 | 0.04 ± 0.09 [−0.14, 0.22] | 100 | <0.001 | NA | 100 | 27.7 | −0.58 ± 0.50 [−1.62, 0.45] |
| (iv) Squamates | 118 | −0.40 ± 0.82 [−2.03, 1.23] | 99.19 | <0.001 | 69.70 | 29.41 | 2657 | −0.02 ± 0.04 [−0.09, 0.05] |
Model heterogeneity (% I 2) and the results of Egger's regression tests are also shown.
FIGURE 1Orchard plot showing overall glucocorticoid‐mediated maternal effects on offspring traits. Position on the x‐axis corresponds to effect size value (Hedges’ g), with spread on the y‐axis based on quasi‐random noise; point size reflects precision, and k indicates number of effect sizes (Nakagawa et al., 2021). A dashed vertical line marks 0, that is, no effects, to allow interpretation of direction of effects. Meta‐analytical mean (estimate and error) is shown as a filled, outlined point, and confidence intervals as a black bar
Subset of top models of moderator effects on effect sizes in (a) all data, and (b) squamate reptiles based on model comparison using AICc with cutoff of Δ2AIC
| Moderator(s) | df | logLik | AICc | Delta | Weight | |
|---|---|---|---|---|---|---|
| (a) All data | 1 2 | 7 | −473.34 | 961.0 | 0.00 | 0.67 |
| 1 2 3 | 8 | −472.99 | 962.4 | 1.39 | 0.33 | |
| (b) Squamates | 1 2 3 | 7 | −173.03 | 361.1 | 0.00 | 0.50 |
| 1 2 | 6 | −174.70 | 362.2 | 1.09 | 0.29 | |
| 2 3 | 6 | 174.99 | 362.7 | 1.67 | 0.22 |
Term codes: 1—age at measurement; 2—reproductive mode; 3—treatment type.
Results from model comparison testing moderator influence on glucocorticoid‐mediated maternal effects
| Estimate | SE |
|
| |
|---|---|---|---|---|
| Intercept | 0.06 | 0.15 | 0.44 | .66 |
| Reproductive mode | ||||
| Oviparous | ||||
| Viviparous | −0.39 | 0.15 | 2.62 | .01* |
| Age at offspring measurement | ||||
| Juvenile | ||||
| Perinatal | −0.34 | 0.10 | 3.40 | .001** |
| Maturity | 0.12 | 0.18 | 0.67 | .50 |
| Prenatal treatment | ||||
| Ecological stressor | ||||
| HPA manipulation | 0.05 | 0.12 | 0.40 | .69 |
A top model set was derived from a global model containing all moderators using MuMIN. Coefficients from the top model set (<2AICc of best model) were averaged using the zero method, that is, full average to provide overall estimates.
FIGURE 2Forest plots showing that there were significantly more negative outcomes of glucocorticoid‐mediated maternal effects in viviparous relative to oviparous species in (ai) the full dataset and (bi) in squamate reptiles. The magnitude (|g|, i.e., absolute effects) of prenatal stress was also stronger in (aii) viviparous species overall, though this effect was not apparent in the squamates (bii)
Results from model comparison testing moderator influence on glucocorticoid‐mediated maternal effects in squamate reptiles
| Estimate | SE |
|
| |
|---|---|---|---|---|
| Intercept | 0.91 | 0.61 | 1.49 | .14 |
| Reproductive mode | ||||
| Oviparous | ||||
| Viviparous | −1.13 | 0.46 | 2.47 | .01* |
| Age at offspring measurement | ||||
| Juvenile | ||||
| Perinatal | −0.32 | 0.24 | 1.31 | .19 |
| Prenatal treatment | ||||
| Ecological stressor | ||||
| HPA manipulation | −0.38 | 0.34 | 1.11 | .27 |
A top model set was derived from a global model containing all moderators using MuMIN. Coefficients from the top model set (<2AICc of best model) were averaged using the zero method, that is, full average to provide overall estimates.
| Trait category | Specific trait | Included in subset | Studies appeared in |
|---|---|---|---|
| Performance/behavior | Number times of righted | X | 1 |
|
| X | 1 | |
|
| X | 2 | |
| Tactile response (0/1) | 4 | ||
| Distance traveled | 4 | ||
| Time basking/under shelter | 4, 18 | ||
| Exploratory rate | 7 | ||
| Thigmotaxis rate | 7 | ||
| Sprint speed | X | 9, 10, 16 | |
| Escape behavior | 12, 47 | ||
| Dispersal rate/probability | X | 13, 19, 20, 21 | |
| Dispersal distance | 31 | ||
| Swimming endurance | X | 14 | |
|
| 14 | ||
| Time spent moving | 18 | ||
| Likelihood of seeking refuge | 21 | ||
| Time spent scratching in new environment | 21 | ||
| Time active in new environment | 21 | ||
| Begging duration/loudness/max frequency/rate | 24, 26, 35, 36 | ||
|
| X | 35 | |
| Activity | 24 | ||
|
| 26 | ||
| Open field trial responses | 37 | ||
| Maze test responses | 37 | ||
| Time spent alert/foraging/exploring/hiding | 40 | ||
| Contribution to care activities | 46 | ||
| Survival | Survival to time point/life history event (e.g., dispersal) | X | 1, 6, 17, 22, 46 |
| Mass/size | Mass | X | 1, 3, 4, 5, 6, 9, 10, 11, 13, 14, 16, 22, 23, 24, 25, 26, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40, 41, 42, 43, 44, 46 |
| Total/body length | X | 1, 2, 4, 5, 6, 9, 10, 11, 12, 13, 14, 15, 16, 31, 33, 38, 40, 43 | |
| Feather length | X | 44 | |
| Tail length | X | 42 | |
| Limb/wing length | X | 4, 10 | |
| Growth (general, of specific body part) | X |
3, 4, 22, 23, 26, 29, 31, 42, 47 8, 9, 10, 17, 25, 30, 32, 39, 40 | |
| Lean dry muscle mass | X | 27 | |
| Body condition metric | X | 5, 6, 9, 13, 17, 21, 28, 38, 44 | |
| Stress response | PHA response (stress) | X | 3, 25, 29 |
|
| X | 4, 22, 24, 28, 34, 37, 39, 40, 45, 46, 47 | |
| CBG capacity | 24 | ||
| Stress‐induced blood glucose | 37 | ||
| ACTH levels | 4, 40 | ||
| Physiology | Hematocrit | 3 | |
|
| 15 | ||
| Antioxidant capacity | 23 | ||
| Oxidative status | 23 | ||
| Heterophil/lymphocyte ratio and counts | 24, 37, 41 | ||
| Breathing rate | 24 | ||
| Antibody response/T‐cell response | 26 | ||
| Muscle water/fat content | 27 | ||
| Wing loading | 27 | ||
| Enzyme activity | 27 | ||
| Antibody titer | 37, 41 | ||
| Immune swelling response | 37 | ||
| Blood glucose | 37 | ||
| Organ mass to body mass ratio | 40, 41, 44 | ||
| fosB mRNA expression/protein levels | 40 | ||
| Hormone levels | 44 | ||
| Telomere length/telomerase activity | 45, 48 | ||
| Mitochondrial content | 47 | ||
| DNA methylation | 47 |
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| Est. | SE |
|
| ci.lb | ci.ub | |
|---|---|---|---|---|---|---|
|
| ||||||
| Random effects—all taxa | −0.23 | 0.15 | −1.54 | .13 | −0.52 | 0.06 |
| Mammals | −0.59 | 0.61 | −0.96 | .34 | −1.80 | 0.63 |
| Birds | −0.05 | 0.09 | −0.48 | .63 | −0.23 | 0.14 |
| Turtles | 0.04 | 0.09 | 0.49 | .63 | −0.14 | 0.22 |
| Squamates | −0.40 | 0.83 | −0.48 | .63 | −2.03 | 1.23 |
|
| ||||||
| Random effects—all taxa (48 clusters) | −0.23 | 0.09 | −2.40 | .02 | −0.42 | −0.04 |
| Mammals (9 clusters) | −0.59 | 0.49 | −1.21 | .26 | −1.71 | 0.53 |
| Birds (17 clusters) | −0.05 | 0.06 | −0.82 | .43 | −0.16 | 0.07 |
| Turtles (2 clusters) | 0.04 | 0.03 | 1.47 | .38 | −0.32 | 0.41 |
| Squamates (20 clusters) | −0.40 | 0.33 | −1.23 | .23 | −1.08 | 0.28 |
| Effect size |
| Meta‐analytic mean ± SE [95% CI] |
|
|
|
|
|
Egger's test Est. ± SE [95% CI] |
|---|---|---|---|---|---|---|---|---|
| lnCVR | 382 | −0.02 ± 0.04 [−0.09, 0.05] | 92.41 | 12.78 | <0.001 | 79.63 | 4102 | 0.02 ± 0.01 [0.004, 0.04] |
| Mammals | 110 | 0.02 ± 0.11 [−21, 0.24] | 81.96 | 35.54 | <0.001 | 46.25 | 666 | 0.001 ± 0.04 [−0.08, 0.10] |
| Birds | 141 | 0.003 ± 0.11 [−0.21, 0.21] | 87.59 | 9.72 | 32.41 | 45.46 | 980 | 0.03 ± 0.01 [0.01, 0.05] |
| Turtles | 23 | −0.24 ± 0.15 [−0.55, 0.07] | 89.27 | <0.001 | <0.001 | 89.27 | 170 | 1.94 ± 0.84 [0.20, 3.69] |
| Squamates | 108 | −0.02 ± 0.06 [−0.15, 0.10] | 96.12 | 1.56 | <0.001 | 94.56 | 2243 | 0.01 ± 0.02 [−0.03, 0.05] |
| Estimate | SE |
|
| ci.lb | ci.ub | |
|---|---|---|---|---|---|---|
| Intercept | 0.44 | 0.43 | 1.04 | .30 | −0.41 | 1.30 |
| Reproductive mode | ||||||
| Oviparous | ||||||
| Viviparous | −1.13 | 0.70 | −1.62 | .11 | −2.53 | 0.28 |
| Age at offspring measurement | ||||||
| Juvenile | ||||||
| Perinatal | −0.35 | 0.13 | −2.76 | .01* | −0.60 | −0.09 |
| Maturity | 0.24 | 0.24 | 1.01 | .32 | −0.24 | 0.72 |
| Moderator |
| | |
|---|---|---|
| Reproductive mode | ||
| Oviparous | 0.09 (−0.29, 0.52) | 0.14 (0.06, 0.54) |
| Viviparous | −0.51 (−1.04, −0.09) | 0.91 (0.70, 1.27) |
| Age at measurement | ||
| Juvenile | 0.09 (−0.29, 0.52) | 0.47 (0.28, 1.02) |
| Perinatal | −0.23 (−0.36, −0.11) | 0.74 (0.55, 1.29) |
| Maturity | 0.20 (−0.09, 0.54) | 0.63 (0.33, 1.24) |
| Moderator |
| | |
|---|---|---|
| Reproductive mode | ||
| Oviparous | 0.88 (−0.48, 2.03) | 1.01 (0.30, 2.32) |
| Viviparous | −0.91 (−2.15, −0.21) | 1.24 (0.89, 2.70) |
| Age at measurement | ||
| Juvenile | 0.88 (−0.48, 2.03) | 1.23 (0.79, 3.97) |
| Perinatal | −0.44 (−0.77, −0.12) | 1.49 (0.75, 3.04) |
| Treatment type | ||
| Ecological stressor | 0.88 (−0.48, 2.03) | 0.74 (0.27, 4.61) |
| HPA manipulation | −0.50 (−1.19, 0.22) | 1.42 (0.95, 5.40) |
| Estimate | SE |
|
| ci.lb | ci.ub | |
|---|---|---|---|---|---|---|
| Intercept | 1.13 | 0.72 | 1.57 | .14 | −0.39 | 2.65 |
| Reproductive mode | ||||||
| Oviparous | ||||||
| Viviparous | −1.23 | 0.84 | −1.47 | .16 | −3.00 | 0.54 |
| Age at offspring measurement | ||||||
| Juvenile | ||||||
| Perinatal | −0.39 | 0.22 | 1.77 | .10 | −0.85 | 0.07 |
| Prenatal treatment | ||||||
| Ecological stressor | ||||||
| HPA manipulation | −0.51 | 0.37 | −1.36 | .19 | −1.30 | 0.28 |
| Effect size |
| Meta‐analytic mean ± SE [95% CI] |
|
|
|
|
|
|---|---|---|---|---|---|---|---|
| All data | 394 | −0.23 ± 0.15 [−0.52, 0.06] | 94.89 | 28.27 | 6.53 | 60.10 | 3677 |
| Trait categories | |||||||
| (i) Mass_size | 197 | −0.34 ± 0.21 [−0.75, 0.08] | 96.72 | 56.98 | 9.96 | 29.78 | 1999.48 |
| (ii) Physiology | 66 | −0.01 ± 0.08 [−0.18, 0.15] | 82.40 | <0.001 | <0.001 | 82.40 | 224.17 |
| (iii) Perform_behav | 79 | −0.20 ± 0.12 [−0.44, 0.04] | 94.98 | <1 | <0.001 | 94.34 | 1232.55 |
| (iv) Stress_response | 37 | −0.11 ± 0.28 [−0.68, 0.45] | 87.53 | 46.76 | 30.89 | 9.89 | 178.91 |
| (v) Survival | 15 | −0.21 ± 0.18 [−0.59, 0.17] | 64.67 | 26.17 | 38.49 | <0.001 | 22.79 |
| Estimate | SE |
|
| ci.lb | ci.ub | |
|---|---|---|---|---|---|---|
| Intercept | 0.44 | 0.80 | 0.54 | .59 | −1.15 | 2.03 |
| Reproductive mode | ||||||
| Oviparous | ||||||
| Viviparous | −1.13 | 0.42 | −2.71 | .007** | −1.94 | −0.31 |
| Age at offspring measurement | ||||||
| Juvenile | ||||||
| Perinatal | −0.35 | 0.10 | −3.54 | .0004** | −0.54 | −0.16 |
| Maturity | 0.24 | 0.22 | 1.10 | .27 | −0.19 | 0.67 |
| Estimate | SE |
|
| ci.lb | ci.ub | |
|---|---|---|---|---|---|---|
| (a) Best model | ||||||
| Intercept | 1.13 | 0.69 | 1.64 | .10 | −0.23 | 2.49 |
| Reproductive mode | ||||||
| Oviparous | ||||||
| Viviparous | −1.23 | 0.52 | −2.34 | .02* | −2.27 | −0.19 |
| Age at offspring measurement | ||||||
| Juvenile | ||||||
| Perinatal | −0.39 | 0.20 | 1.94 | .06 | −0.78 | 0.01 |
| Prenatal treatment | ||||||
| Ecological stressor | ||||||
| HPA manipulation | −0.51 | 0.29 | −1.76 | .08 | −1.08 | 0.06 |