Method

How to use Mammalian Traits for Comparative Genomics (MaTrics). Design Principles for a Project Trait Matrix in Morph∙D∙Base

Authors:
  • Ingenieure Bau-Anlagen-Umwelttechnik SHN GmbH
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Abstract

This manual has been developed in the framework of the project ‘Identifying genomic loci underlying mammalian phenotypic variability using Forward Genomics’ which was funded by the Leibniz Gemeinschaft (SAW-2016-SGN-2). The project brought together an interdisciplinary scientific network covering the fields of morphology (Work Modules M1/M2, ‘Phenotyping’), bioinformatics (Work Module M3, ‘Documentation’), and genetics (Work Modules M4, ‘Forward Genomics’; M5, ‘Evolution Phylogenetics’; and M6/M7, ‘Experimental validation’). In this comprehensive project selected phenotypic –primarily skeletal and soft tissue– traits of mammals are documented in an online database called Morph∙D∙Base (MDB; https://www.morphdbase.de/), and regrouped in a project trait matrix called MaTrics (Mammalian Traits for Comparative Genomics). The mammalian taxa included in this MaTrics file are constrained to the species whose genome has been completely sequenced. They cover all 21 extant placental orders listed by Wilson & Reeder (2005). The goal of the project was to identify candidate gene loci which underlie natural mammalian phenotypic variability using the Forward Genomics approach. For example, one part of the study focused on the effects of convergent gene losses on their expressed characters among different mammalian taxa (e.g., Hecker et al. 2019).

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... We primarily focused on mammalian species for which genome sequences are available. Some basic principles of MaTrics are described herein; a detailed user's guide is available online (Wagner et al. 2021). ...
Article
Full-text available
A new and uniquely structured matrix of mammalian phenotypes, MaTrics ( Ma mmalian Tr aits for Comparative Genom ics ) in a digital form is presented. By focussing on mammalian species for which genome assemblies are available, MaTrics provides an interface between mammalogy and comparative genomics. MaTrics was developed within a project aimed to find genetic causes of phenotypic traits of mammals using Forward Genomics. This approach requires genomes and comprehensive and recorded information on homologous phenotypes that are coded as discrete categories in a matrix. MaTrics is an evolving online resource providing information on phenotypic traits in numeric code; traits are coded either as absent/present or with several states as multistate. The state record for each species is linked to at least one reference (e.g., literature, photographs, histological sections, CT scans, or museum specimens) and so MaTrics contributes to digitalization of museum collections. Currently, MaTrics covers 147 mammalian species and includes 231 characters related to structure, morphology, physiology, ecology, and ethology and available in a machine actionable NEXUS-format*. Filling MaTrics revealed substantial knowledge gaps, highlighting the need for phenotyping efforts. Studies based on selected data from MaTrics and using Forward Genomics identified associations between genes and certain phenotypes ranging from lifestyles (e.g., aquatic) to dietary specializations (e.g., herbivory, carnivory). These findings motivate the expansion of phenotyping in MaTrics by filling research gaps and by adding taxa and traits. Only databases like MaTrics will provide machine actionable information on phenotypic traits, an important limitation to genomics. MaTrics is available within the data repository Morph·D·Base ( www.morphdbase.de ).
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