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利用生态和遗传数据推断两个野生番茄物种的种子库参数。

Inference of seed bank parameters in two wild tomato species using ecological and genetic data.

机构信息

Section of Evolutionary Biology, Department of Biology II, University of Munich LMU, 82152 Planegg-Martinsried, Germany.

出版信息

Proc Natl Acad Sci U S A. 2011 Oct 11;108(41):17052-7. doi: 10.1073/pnas.1111266108. Epub 2011 Sep 26.

DOI:10.1073/pnas.1111266108
PMID:21949404
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3193233/
Abstract

Seed and egg dormancy is a prevalent life-history trait in plants and invertebrates whose storage effect buffers against environmental variability, modulates species extinction in fragmented habitats, and increases genetic variation. Experimental evidence for reliable differences in dormancy over evolutionary scales (e.g., differences in seed banks between sister species) is scarce because complex ecological experiments in the field are needed to measure them. To cope with these difficulties, we developed an approximate Bayesian computation (ABC) framework that integrates ecological information on population census sizes in the priors of the parameters, along with a coalescent model accounting simultaneously for seed banks and spatial genetic structuring of populations. We collected SNP data at seven nuclear loci (over 300 SNPs) using a combination of three spatial sampling schemes: population, pooled, and species-wide samples. We provide evidence for the existence of a seed bank in two wild tomato species (Solanum chilense and Solanum peruvianum) found in western South America. Although accounting for uncertainties in ecological data, we infer for each species (i) the past demography and (ii) ecological parameters, such as the germination rate, migration rates, and minimum number of demes in the metapopulation. The inferred difference in germination rate between the two species may reflect divergent seed dormancy adaptations, in agreement with previous population genetic analyses and the ecology of these two sister species: Seeds spend, on average, a shorter time in the soil in the specialist species (S. chilense) than in the generalist species (S. peruvianum).

摘要

种子和卵休眠是植物和无脊椎动物中普遍存在的生活史特征,其存储效应缓冲了环境变异性,调节了在破碎生境中的物种灭绝,并增加了遗传变异。关于休眠在进化尺度上可靠差异的实验证据很少,因为需要在野外进行复杂的生态实验来测量这些差异。为了应对这些困难,我们开发了一种近似贝叶斯计算 (ABC) 框架,该框架将种群普查大小的生态信息集成到参数的先验中,同时还结合了一个同时考虑种子库和种群空间遗传结构的合并模型。我们使用三种空间采样方案(种群、混合和物种范围)的组合,在七个核基因座(超过 300 个 SNP)上收集了 SNP 数据。我们提供了在南美洲西部发现的两个野生番茄物种(Solanum chilense 和 Solanum peruvianum)中存在种子库的证据。尽管考虑到生态数据的不确定性,但我们为每个物种推断了(i)过去的人口动态和(ii)生态参数,例如发芽率、迁移率和集合种群中的最小群体数量。这两个物种之间发芽率的差异推断可能反映了休眠适应性的差异,这与之前的种群遗传分析以及这两个姐妹物种的生态学一致:在这两个物种中,种子在土壤中停留的时间平均来说,在专业物种(S. chilense)比在一般物种(S. peruvianum)中要短。