Department of Integrative Biology, University of California, Berkeley, 3040 Valley Life Sciences Building #3140, Berkeley, CA 94720, USA.
University Herbarium, University of California, Berkeley, 1001 Valley Life Sciences Building #2465, Berkeley, CA 94720, USA.
Syst Biol. 2021 Oct 13;70(6):1232-1255. doi: 10.1093/sysbio/syab020.
Phylogenetic divergence-time estimation has been revolutionized by two recent developments: 1) total-evidence dating (or "tip-dating") approaches that allow for the incorporation of fossils as tips in the analysis, with their phylogenetic and temporal relationships to the extant taxa inferred from the data and 2) the fossilized birth-death (FBD) class of tree models that capture the processes that produce the tree (speciation, extinction, and fossilization) and thus provide a coherent and biologically interpretable tree prior. To explore the behavior of these methods, we apply them to marattialean ferns, a group that was dominant in Carboniferous landscapes prior to declining to its modest extant diversity of slightly over 100 species. We show that tree models have a dramatic influence on estimates of both divergence times and topological relationships. This influence is driven by the strong, counter-intuitive informativeness of the uniform tree prior, and the inherent nonidentifiability of divergence-time models. In contrast to the strong influence of the tree models, we find minor effects of differing the morphological transition model or the morphological clock model. We compare the performance of a large pool of candidate models using a combination of posterior-predictive simulation and Bayes factors. Notably, an FBD model with epoch-specific speciation and extinction rates was strongly favored by Bayes factors. Our best-fitting model infers stem and crown divergences for the Marattiales in the mid-Devonian and Late Cretaceous, respectively, with elevated speciation rates in the Mississippian and elevated extinction rates in the Cisuralian leading to a peak diversity of ${\sim}$2800 species at the end of the Carboniferous, representing the heyday of the Psaroniaceae. This peak is followed by the rapid decline and ultimate extinction of the Psaroniaceae, with their descendants, the Marattiaceae, persisting at approximately stable levels of diversity until the present. This general diversification pattern appears to be insensitive to potential biases in the fossil record; despite the preponderance of available fossils being from Pennsylvanian coal balls, incorporating fossilization-rate variation does not improve model fit. In addition, by incorporating temporal data directly within the model and allowing for the inference of the phylogenetic position of the fossils, our study makes the surprising inference that the clade of extant Marattiales is relatively young, younger than any of the fossils historically thought to be congeneric with extant species. This result is a dramatic demonstration of the dangers of node-based approaches to divergence-time estimation, where the assignment of fossils to particular clades is made a priori (earlier node-based studies that constrained the minimum ages of extant genera based on these fossils resulted in much older age estimates than in our study) and of the utility of explicit models of morphological evolution and lineage diversification. [Bayesian model comparison; Carboniferous; divergence-time estimation; fossil record; fossilized birth-death; lineage diversification; Marattiales; models of morphological evolution; Psaronius; RevBayes.].
系统发育分歧时间估计已经发生了革命性的变化,主要得益于两个最近的发展:1)全证据测时(或“尖端测时”)方法允许将化石作为分析中的尖端,通过数据推断化石与现存分类群的系统发育和时间关系;2)化石发生死亡(FBD)树模型类,捕捉产生树的过程(物种形成、灭绝和化石形成),从而提供一致的、具有生物学解释力的先验树。为了探索这些方法的行为,我们将其应用于马拉蒂亚蕨类植物,该植物在石炭纪景观中占主导地位,随后其多样性下降到略高于 100 种的现存多样性。我们表明,树模型对分歧时间和拓扑关系的估计有显著影响。这种影响是由均匀树先验的强烈、反直觉的信息量以及分歧时间模型的固有不可识别性驱动的。与树模型的强烈影响相比,我们发现形态转变模型或形态钟模型的差异影响较小。我们使用后验预测模拟和贝叶斯因子的组合比较了大量候选模型的性能。值得注意的是,具有特定时代物种形成和灭绝率的 FBD 模型被贝叶斯因子强烈支持。我们的最佳拟合模型推断马拉蒂亚科的中泥盆世和晚白垩世的茎和冠分歧,泥盆纪的物种形成率升高,锡拉西亚的灭绝率升高,导致石炭纪末期的物种多样性达到约 2800 种,代表了 Psaroniaceae 的全盛时期。随后,Psaroniaceae 迅速衰落并最终灭绝,其后代 Marattiaceae 的多样性保持在相对稳定的水平,直到现在。这种一般的多样化模式似乎对化石记录中的潜在偏差不敏感;尽管可用化石主要来自宾夕法尼亚煤球,但包含化石形成率变化并不能改善模型拟合度。此外,通过直接在模型中纳入时间数据,并允许推断化石的系统发育位置,我们的研究得出了一个令人惊讶的结论,即现存马拉蒂亚科的分支相对年轻,比历史上认为与现存物种同属的任何化石都年轻。这一结果是对基于节点的分歧时间估计方法的危险的一个戏剧性证明,在这种方法中,化石被分配到特定分支是先验的(基于这些化石对现存属的最小年龄进行约束的早期基于节点的研究得出的年龄估计比我们的研究要老得多),以及明确的形态进化和谱系多样化模型的实用性。[贝叶斯模型比较;石炭纪;分歧时间估计;化石记录;化石发生死亡;谱系多样化;马拉蒂亚科;形态进化模型;Psaronius;RevBayes。]。