Phenotyping in the era of genomics: MaTrics a digital character matrix to document mammalian phenotypic traits coded numerically
Stefen, C.; Wagner, F.; Asztalos, M.; Giere, P.; Grobe, P.; Hiller, M.; Hofmann, R.; Jaehde, M.; Laechele, U.; Lehmann, T.; Ortmann, S.; Peters, B.; Ruf, I.; Schiffmann, C.; Thier, N.; Unterhitzenberger, G.; Vogt, L.; Rudolf, M.; Wehner, P.; Stuckas, H.
Show abstract
A new and uniquely structured matrix of mammalian phenotypes, MaTrics (Mammalian Traits for Comparative Genomics) is presented in a digital form. By focussing on mammalian species for which genome assemblies are available, MaTrics provides an interface between mammalogy and comparative genomics. MaTrics was developed as part of a project to link phenotypic differences between mammals to differences in their genomes using Forward Genomics. Apart from genomes this approach requires information on homologous phenotypes that are numerically encoded (presence-absence; multistate character coding*) in a matrix. MaTrics provides these data, links them to at least one reference (e.g., literature, photographs, histological sections, CT-scans, or museum specimens) and makes them available in a machine actionable NEXUS-format. By making the data computer readable, MatTrics opens a new way for digitizing collections. Currently, MaTrics covers 147 mammalian species and includes 207 characters referring to structure, morphology, physiology, ecology and ethology. Researching these traits revealed substantial knowledge gaps, highlighting the need for substantial phenotyping efforts in the genomic era. Using the trait information documented in MaTrics, previous Forward Genomics screens identified changes in genes that are associated with various phenotypes, ranging from fully-aquatic lifestyle to dietary specializations. These results motivate the continuous expansion of phenotype information, both by filling research gaps or by adding additional taxa and traits. MaTrics is digitally available online within the data repository Morph{middle dot}D{middle dot}Base (www.morphdbase.de).
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A pipeline for assessing the quality of iNaturalist data and images and the importance of metadata and image quality control when using crowd-sourced databases. 94%
- High quality genome assembly of the brown hare (Lepus europaeus) with chromosome-level scaffolding 94%
- Palaeoproteomic identification of a whale bone tool from Bronze Age Heiloo, the Netherlands 94%
Similar papers in this journal
- ACPT gene is inactivated in mammalian lineages that lack enamel and teeth 95%
- Femora Nutrient Foramina and Aerobic Capacity in Giant Extinct Xenarthrans 93%
- Ambulacrarian insulin-related peptides and their putative receptors suggest how insulin and similar peptides may have evolved from Insulin-like Growth Factor 93%
Similar papers in this journal
- COInr and mkCOInr: Building and customizing a non-redundant barcoding reference database from BOLD and NCBI using a lightweight pipeline. 95%
- An ancient truncated duplication of the anti-Mullerian hormone receptor type 2 gene is a potential conserved master sex determinant in the Pangasiidae catfish family 94%
- RADSex: a computational workflow to study sex determination using Restriction Site-Associated DNA Sequencing data 93%
Similar papers in this journal
- Evolution of pineal non-visual opsins in lizards and the tuatara (Lepidosauria) 94%
- Parallel erosion of a testis-specific Na+/K+ ATPase in three mammalian lineages sheds light into the evolution of spermatozoa energetics 94%
- The genome of the rayed Mediterranean limpet Patella caerulea (Linnaeus, 1758) 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.