In this post, the authors share their inspiration behind the ggtree package for R and present new resources of ggtree and a series of other related packages.
The team publishing the ggtree paper is working in the field of emerging infectious diseases. Particularly the corresponding author Tommy Lam (TL) has been advocating the integration of different biological and epidemiological information in the studies of fast-evolving viral pathogens. The lead author Guangchuang Yu (GY) joined The University of Hong Kong to pursue his doctorate degree under the supervision of TL and Yi Guan (co-author in the paper), as he was very curious about the application of genomics and phylogenetics in the study of emerging infectious diseases.
The comparative methods we use to study the evolution of traits are mainly based on the idea that since species share a common evolutionary history, the traits observed on these lineages will share this same history. In the light of phylogenetics, we can always make a good bet about how a species will look if we know how closely related it is to another species or group. Comparative models aim to quantify the likelihood of our bet being right and use the same principle to estimate how fast evolutionary changes accumulate over time. Continue reading →
The paper, which is freely available, describes the package and the data it wraps in detail. Rather than rehash the information here, we will use this post to briefly introduce the goals of the package and thank some of the people that helped it come to be.
What Data Does Open Tree Have and How Can rotl Help You Get It?
The Open Tree of Life combines knowledge from thousands of scientific studies to produce a single source of information about the relationships among all species on earth. In addition to storing the trees and taxonomies that go into this project, the Open Tree provides a “synthesis tree” that represents this combined knowledge. The Open Tree data can be accessed via the web page linked above, and through an API. rotl takes advantage of this API to give R users the ability to search for phylogenetic information and import the results into their R sessions. The imported data can then be used with the growing ecosystem of packages for phylogenetic and comparative biology in R. Continue reading →
Phylodiversity indices are increasingly used in spatial analyses of biodiversity, driven largely by the increased availability of phylogenetic trees and the tools to analyse them. Such analyses are integral to understanding evolutionary history and deciding where to allocate conservation resources.
Phylogenetic Indices: The Current Favourites
The most commonly used phylogenetic index is Faith’s Phylogenetic Diversity (PD; Faith 1992). PD is the phylogenetic analogue of taxon richness and is expressed as the number of tree units which are found in a sample.
More recently developed phylodiversity indices adapt the calculation of PD by adjusting the branch lengths of a sample using the local lineage range sizes and abundances, for example Phylogenetic Endemism (PE) and Abundance weighted Evolutionary Diversity (AEDt). In PE the length of each branch in a sample is multiplied by the fraction of its total geographic range found in that sample. The AEDt index uses the same general approach, but weights each branch by the fraction of total abundances found in the sample. The weighting process is generic, so one can scale the branch lengths by any relevant factor, for example the threat status (Faith 2015). Continue reading →
Each year our editors select the best paper published in Methods by a young researcher. We are delighted to announce that this year’s winner of the Robert May Prize is Tyler Kuhn for his paper co-authored with Arne Ø. Mooers and Gavin H. Thomas A simple polytomy resolver for dated phylogenies published in vol. 2.5 of the journal.
Tyler and co-authors present a simple approach to polytomy resolution (polytomy, i.e. unresolved nodes in phylogenetic trees), using biologically relevant models of diversification using free available software, BEAST and R. The paper should be useful for many future analyses of the mammalian supertree.
Raised in a small town in Canada’s far north, Tyler has always had a passion for understanding the natural world. This passion led him to the University of Victoria, where he completed his B.Sc. Honours in Earth Sciences in 2004. It was there that he discovered the world of paleontology. He returned to academia after spending several years working as a geologist to pursue his M.Sc in Quaternary paleontology. He completed this degree in 2010, focussing on the use of aDNA to improve our understanding of imperilled northern species, and to help inform management practices. During this time, he and his supervisor, Arne Mooers, became involved in a “side project” aimed at improving the useability of incompletely resolved phylogenies in conservation decision making processes. This work has since expanded far beyond his M.Sc. thesis to include several published papers, including the Robert May Prize winning paper on resolving polytomies of dated supertrees. Tyler currently lives in Canada’s frigid north and works as a government biologist, paleontologist and independent researcher.