Department of Statistics, University of California at Davis, One Shields Avenue, Davis, CA 95616, USA.
Proc Biol Sci. 2009 Dec 22;276(1677):4409-16. doi: 10.1098/rspb.2009.1461. Epub 2009 Sep 30.
We propose the hypothesis that individual longitudinal trajectories of fertility are closely coupled to varying survival schedules across geographically isolated populations of the same species, in such a way that peak reproduction takes place before substantial increases in mortality are observed. This reproductive adaptation hypothesis is investigated for medflies through a statistical analysis of biodemographic data that were obtained for female medflies from six geographically far apart regions. The following results support the hypothesis: (i) both survival and reproductive schedules differ substantially between these populations, where early peaks and subsequently fast declining reproduction are observed for short-lived and protracted reproductive schedules for long-lived flies; (ii) when statistically adjusting reproduction for the observed differences in survival, the differences in reproductive schedules largely vanish, and thus the observed differences in fertility across the populations can be explained by differences in population-specific longevity; and (iii) specific survival patterns of the medflies belonging to a specific population predict the individual reproductive schedule for the flies in this population. The analysis is based on innovative statistical tools from functional data analysis. Our findings are consistent with an adaptive mechanism whereby trajectories of fertility evolve in response to specific constraints inherent in the population survival schedules.
我们提出假设,即在同一物种的地理隔离种群中,生育的个体纵向轨迹与不断变化的生存时间表密切相关,以至于在观察到死亡率显著增加之前,生育高峰期就已经到来。通过对来自六个地理上相距甚远的地区的雌性果蝇的生物人口统计数据进行统计分析,对果蝇进行了这种生殖适应假说的研究。以下结果支持这一假设:(i)这些种群之间的生存和生殖计划有很大的不同,其中对于短命和延长生殖计划的长寿命果蝇,早期高峰和随后快速下降的生殖被观察到;(ii)当对观察到的生存差异进行统计调整时,生殖计划的差异在很大程度上消失,因此,观察到的不同种群之间的生育力差异可以用种群特定寿命的差异来解释;(iii)属于特定种群的果蝇的特定生存模式可以预测该种群中果蝇的个体生殖计划。该分析基于功能数据分析的创新统计工具。我们的发现与一种适应机制一致,即生育力轨迹随着种群生存时间表固有的特定限制而演变。