| Literature DB >> 24102215 |
Sinead English1, Andrew W Bateman1, Rafael Mares1, Arpat Ozgul1, Tim H Clutton-Brock1,2.
Abstract
Resource availability plays a key role in driving variation in somatic growth and body condition, and the factors determining access to resources vary considerably across life stages. Parents and carers may exert important influences in early life, when individuals are nutritionally dependent, with abiotic environmental effects having stronger influences later in development as individuals forage independently. Most studies have measured specific factors influencing growth across development or have compared relative influences of different factors within specific life stages. Such studies may not capture whether early-life factors continue to have delayed effects at later stages, or whether social factors change when individuals become nutritionally independent and adults become competitors for, rather than providers of, food. Here, we examined variation in the influence of the abiotic, social and maternal environment on growth across life stages in a wild population of cooperatively breeding meerkats. Cooperatively breeding vertebrates are ideal for investigating environmental influences on growth. In addition to experiencing highly variable abiotic conditions, cooperative breeders are typified by heterogeneity both among breeders, with mothers varying in age and social status, and in the number of carers present. Recent rainfall had a consistently marked effect on growth across life stages, yet other seasonal terms only influenced growth during stages when individuals were growing fastest. Group size and maternal dominance status had positive effects on growth during the period of nutritional dependence on carers, but did not influence mass at emergence (at 1 month) or growth at independent stages (>4 months). Pups born to older mothers were lighter at 1 month of age and subsequently grew faster as subadults. Males grew faster than females during the juvenile and subadult stage only. Our findings demonstrate the complex ways in which the external environment influences development in a cooperative mammal. Individuals are most sensitive to social and maternal factors during the period of nutritional dependence on carers, whereas direct environmental effects are relatively more important later in development. Understanding the way in which environmental sensitivity varies across life stages is likely to be an important consideration in predicting trait responses to environmental change.Entities:
Keywords: body mass; carry‐over effects; cooperative breeding; growth; life history
Mesh:
Year: 2013 PMID: 24102215 PMCID: PMC4286004 DOI: 10.1111/1365-2656.12149
Source DB: PubMed Journal: J Anim Ecol ISSN: 0021-8790 Impact factor: 5.091
Posterior means and lower and upper 95% higher posterior density credibility intervals (LCI, UCI) for all predictors, random-effect variance parameters and a breakdown of sample size at each level of random effect for the model investigating variation in body mass at 1 month of age. The probability that a fixed-effect estimate does not differ from zero is provided by the pMCMC values. Fixed effects (apart from the intercept) with pMCMC < 0.05 are highlighted in bold. For categorical variables, the level estimated, relative to the baseline intercept level, is provided in parentheses (‘D’ denotes dominant and ‘F’ denotes female)
| Predictors | Posterior mean [LCI, UCI] | pMCMC |
|---|---|---|
| Intercept | 129·88 [120·751, 138·681] | 0·001 |
| Season (sine) | 2·169 [−3·427, 7·231] | 0·436 |
| Season (cosine) | 0·031 [−3·565, 4·149] | 0·992 |
| Rain in past 60 days | ||
| Number of adults | −6·024 [−13·064, 0·843] | 0·09 |
| (Number of adults)2 | −6·923 [−14·693, 0·468] | 0·082 |
| Number of pups | −4·087 [−9·781, 1·393] | 0·164 |
| Maternal status (D) | −2·687 [−10·65, 6·427] | 0·536 |
| Maternal age | −5·783 [−13·891, 2·512] | 0·158 |
| (Maternal age)2 | ||
| Sex (F) | 0·083 [−1·087, 1·331] | 0·92 |
Posterior means and lower and upper 95% higher posterior density credibility intervals (LCI, UCI) for all predictors, random-effect variance parameters and sample sizes at each level of random effect for the four models investigating factors affecting growth between 1 and 18 months of age. The probability that a fixed-effect estimate does not differ from zero is provided by the pMCMC values. Fixed effects (apart from the intercept) with pMCMC < 0.05 are highlighted in bold. For categorical variables, the level estimated, relative to the baseline intercept level, is provided in parentheses (‘D’ denotes dominant and ‘F’ denotes female)
| Predictors | Growth 1–3 months | Growth 4–6 months | Growth 10–12 months | Growth 16–18 months | ||||
|---|---|---|---|---|---|---|---|---|
| Posterior mean [LCI, UCI] | pMCMC | Posterior mean [LCI, UCI] | pMCMC | Posterior mean [LCI, UCI] | pMCMC | Posterior mean [LCI, UCI] | pMCMC | |
| Intercept | 2·915 [2·728, 3·109] | 0·001 | 1·461 [1·312, 1·625] | 0·001 | 0·579 [0·398, 0·782] | 0·001 | 0·176 [0·008, 0·361] | 0·048 |
| Mass at start | ||||||||
| Season (sine) | −0·031 [−0·144, 0·094] | 0·632 | 0·017 [−0·095, 0·142] | 0·754 | −0·121 [−0·265, 0·023] | 0·112 | −0·033 [−0·161, 0·091] | 0·638 |
| Season (cosine) | 0·004 [−0·086, 0·091] | 0·932 | ||||||
| Rain in past 60 days | ||||||||
| Number of adults | −0·101 [−0·231, 0·032] | 0·126 | 0·091 [−0·047, 0·234] | 0·19 | −0·015 [−0·133, 0·089] | 0·78 | ||
| (Number of adults)2 | 0·092 [−0·085, 0·246] | 0·294 | −0·007 [−0·193, 0·153] | 0·942 | −0·066 [−0·281, 0·135] | 0·518 | −0·065 [−0·274, 0·146] | 0·532 |
| Number of pups | −0·112 [−0·238, 0·008] | 0·088 | 0·036 [−0·092, 0·165] | 0·592 | −0·078 [−0·210, 0·062] | 0·3 | 0·084 [−0·057, 0·218] | 0·24 |
| Maternal status (D) | −0·001 [−0·138, 0·147] | 0·998 | −0·067 [−0·230, 0·11] | 0·466 | 0·062 [−0·095, 0·236] | 0·458 | ||
| Maternal age | 0·035 [−0·153, 0·19] | 0·678 | −0·025 [−0·179, 0·119] | 0·740 | −0·07 [−0·258, 0·105] | 0·456 | 0·156 [−0·011, 0·334] | 0·088 |
| (Maternal age)2 | −0·051 [−0·212, 0·116] | 0·542 | 0·062 [−0·090, 0·209] | 0·420 | −0·047 [−0·191, 0·118] | 0·572 | ||
| sex (F) | −0·018 [−0·053, 0·017] | 0·332 | −0·015 [−0·066, 0·037] | 0·552 | ||||
Fig 1Abiotic factors affecting (a, b) mass at 1 month and (c–j) growth at subsequent stages. Left panel displays effect of rain (standardized) on mass at 1 month, and right panel displays the effect of season. Shown are the predicted mean effects and 95% credible intervals for the model fit to each period. The grey points are partial residuals accounting for other terms in the model.
Fig 2Social factors affecting (a, b) mass at 1 month and (c–j) growth at subsequent stages, with left panel displaying the effect of number of adults (standardized) on mass at 1 month and right panel displaying the effect of pups (standardized). Shown are the predicted mean effects and 95% credible intervals for the model fit to each period. The grey points are partial residuals accounting for other terms in the model.
Fig 3Maternal and individual factors affecting (a–c) mass at 1 month and (d–o) growth at subsequent stages, with left panel displaying the effect of maternal age at conception (standardized), middle panel displaying effect of maternal status and right panel displaying effect of sex. Shown are the predicted mean effects and 95% credible intervals for the model fit to each period (line and shaded area, left panel; red point and lines, middle and right panel). The grey points (left panel) and boxes (middle and right panel) display partial residuals accounting for other terms in the model.