Petrén Hampus, Köllner Tobias G, Junker Robert R
Evolutionary Ecology of Plants, Department of Biology, Philipps-University Marburg, 35043, Marburg, Germany.
Department of Natural Product Biosynthesis, Max Planck Institute for Chemical Ecology, 07745, Jena, Germany.
New Phytol. 2023 Mar;237(6):2478-2492. doi: 10.1111/nph.18685. Epub 2023 Jan 9.
Plants produce large numbers of phytochemical compounds affecting plant physiology and interactions with their biotic and abiotic environment. Recently, chemodiversity has attracted considerable attention as an ecologically and evolutionary meaningful way to characterize the phenotype of a mixture of phytochemical compounds. Currently used measures of phytochemical diversity, and related measures of phytochemical dissimilarity, generally do not take structural or biosynthetic properties of compounds into account. Such properties can be indicative of the compounds' function and inform about their biosynthetic (in)dependence, and should therefore be included in calculations of these measures. We introduce the R package chemodiv, which retrieves biochemical and structural properties of compounds from databases and provides functions for calculating and visualizing chemical diversity and dissimilarity for phytochemicals and other types of compounds. Our package enables calculations of diversity that takes the richness, relative abundance and - most importantly - structural and/or biosynthetic dissimilarity of compounds into account. We illustrate the use of the package with examples on simulated and real datasets. By providing the R package chemodiv for quantifying multiple aspects of chemodiversity, we hope to facilitate investigations of how chemodiversity varies across levels of biological organization, and its importance for the ecology and evolution of plants and other organisms.
植物会产生大量影响植物生理以及与生物和非生物环境相互作用的植物化学化合物。最近,化学多样性作为一种在生态和进化方面具有重要意义的方式,用以表征植物化学化合物混合物的表型,已引起了相当大的关注。目前使用的植物化学多样性测量方法以及相关的植物化学差异测量方法,通常没有考虑化合物的结构或生物合成特性。这些特性可以表明化合物的功能,并反映其生物合成的(非)依赖性,因此应纳入这些测量方法的计算中。我们引入了R包chemodiv,它从数据库中检索化合物的生化和结构特性,并提供用于计算和可视化植物化学物质及其他类型化合物的化学多样性和差异的函数。我们的包能够进行多样性计算,该计算考虑了化合物的丰富度、相对丰度,以及最重要的结构和/或生物合成差异。我们通过模拟数据集和真实数据集的示例来说明该包的使用。通过提供用于量化化学多样性多个方面的R包chemodiv,我们希望促进对化学多样性如何在生物组织水平上变化及其对植物和其他生物的生态与进化的重要性的研究。