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Mosaicism, modules, and the evolution of birds: results from a bayesian approach to the study of morphological evolution using discrete character data.

机译:镶嵌,模块和鸟类的进化:使用离散字符数据进行贝叶斯方法研究形态进化的贝叶斯方法的结果。

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The study of morphological evolution after the inferred origin of active flight homologous with that in Aves has historically been characterized by an emphasis on anatomically disjunct, mosaic patterns of change. Relatively few prior studies have used discrete morphological character data in a phylogenetic context to quantitatively investigate morphological evolution or mosaic evolution in particular. One such previously employed method, which used summed unambiguously optimized synapomorphies, has been the basis for proposing disassociated and sequential "modernizing" or "fine-tuning" of pectoral and then pelvic locomotor systems after the origin of flight ("pectoral early-pelvic late" hypothesis). We use one of the most inclusive phylogenetic data sets of basal birds to investigate properties of this method and to consider the application of a Bayesian phylogenetic approach. Bayes factor and statistical comparisons of branch length estimates were used to evaluate support for a mosaic pattern of character change and the specific pectoral early-pelvic late hypothesis. Partitions were defined a priori based on anatomical subregion (e.g., pelvic, pectoral) and were based on those hypothesized using the summed synapomorphy approach. We compare 80 models all implementing the M(k) model for morphological data but varying in the number of anatomical subregion partitions, the models for among-partition rate variation and among-character rate variation, as well as the branch length prior. Statistical analysis reveals that partitioning data by anatomical subregion, independently estimating branch lengths for partitioned data, and use of shared or per partition gamma-shaped among-character rate distribution significantly increases estimated model likelihoods. Simulation studies reveal that partitioned models where characters are randomly assigned perform significantly worse than both the observed model and the single-partition equal-rate model, suggesting that only partitioning by anatomical subregion increases model performance. The preference for models with partitions defined a priori by anatomical subregion is consistent with a disjunctive pattern of character change for the data set investigated and may have implications for parameterization of Bayesian analyses of morphological data more generally. Statistical tests of differences in estimated branch lengths from the pectoral and pelvic partitions do not support the specific pectoral early-pelvic late hypothesis proposed from the summed synapomorphy approach; however, results suggest limited support for some pectoral branch lengths being significantly longer only early at/after the origin of flight.
机译:从历史上讲,在推断主动飞行起源与Aves同源之后的形态演化研究一直以强调解剖学分离,变化的镶嵌图案为特征。相对地,先前的研究很少使用系统发育学中的离散形态特征数据来定量地研究形态演化或镶嵌进化。一种这样的先前采用的方法,其使用了明确明确地最优化的突触形式,已成为提出飞行起源后分离并依次进行的胸部和骨盆运动系统的“现代化”或“微调”的基础(“胸部早期骨盆晚期” ”)。我们使用最广泛的基础鸟类系统发育数据集之一来研究这种方法的性质,并考虑贝叶斯系统发育方法的应用。贝叶斯因子和分支长度估计值的统计比较用于评估对字符变化和特定的胸骨早期骨盆晚期假说的镶嵌模式的支持。分区是基于解剖分区(例如骨盆,胸骨)先验定义的,并基于使用总合形方法假设的分区。我们比较了80个均实现M(k)模型的形态学数据的模型,但是在解剖学子区域分区的数量,分区间速率变化和字符间速率变化的模型以及先验分支长度上都有变化。统计分析表明,按解剖区域对数据进行分区,独立地估计分区数据的分支长度以及使用共享的或每个分区的γ形字符间速率分布会大大增加估计的模型可能性。仿真研究表明,随机分配字符的分区模型的性能显着低于观察模型和单分区等速率模型,这表明仅按解剖分区进行分区才能提高模型性能。对具有按解剖学子区域先验定义的分区的模型的偏爱与所研究数据集的字符变化的析取模式一致,并且可能更普遍地影响形态学数据的贝叶斯分析的参数化。对来自胸骨和骨盆分区的估计分支长度的差异进行统计检验,不支持总合形方法提出的特定的胸骨早骨盆晚期假说。但是,结果表明,对某些胸鳍分支长度的支持有限,仅在飞行起点之前/之后才明显更长。

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