Introducing an rbcL and trnL reference library to aid in the metabarcoding analysis of foraged plants from semi-arid eastern South African savannas
Barnard, S.; Botha, D.; Siebert, F.; du Plessis, M.
Show abstract
The success of a metabarcoding study is determined by the extent of taxonomic coverage and the quality of records available in the DNA barcode reference database used. This study aimed to create an rbcLa and trnL (UAA) DNA barcode sequence reference database of plant species that are potential herbivore foraging targets and commonly found in semi-arid savannas of eastern South Africa. A study-area-specific species list of 755 species was compiled. Thereafter, reference libraries for rbcLa and trnL (UAA) sequences were created mined from sequence databases according to specific quality criteria to ensure accurate taxonomic coverage and resolution. The taxonomic reliability of these reference libraries was evaluated by testing for the presence of a barcode gap, identifying a data-appropriate identification threshold, and determining the identification accuracy of reference sequences via primary distance-based criteria. The final rbcLa reference dataset consisted of 1238 sequences representing 318 genera and 562 species. The final trnL dataset consisted of 921 sequences representing 270 genera and 461 species. Barcode gaps were found for 76% of the taxa in the rbcL barcode reference dataset and 68% of the taxa in the trnL barcode reference dataset. The identification success rate, calculated with the k-nn criterion was 85.86% for the rbcL dataset and 73.72% for the trnL dataset. The datasets for rbcL and trnL combined during this study are not presented as a complete DNA reference library, but rather as two datasets that should be used in unison to identify plants present in the semi-arid eastern savannas of South Africa.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Application of DNA barcodes and spatial analysis in conservation genetics and modeling of Iranian Salicornia genetic resources 97%
- Identification of Lagopus muta japonica plant food resources in the Northern Japan Alps using DNA metabarcoding 96%
- Characterizing the genetic diversity of the Andean blueberry (Vaccinium floribundum Kunth.) across the Ecuadorian Highlands 96%
Similar papers in this journal
- Fish diversity in a doubly landlocked country - a description of the fish fauna of Uzbekistan using DNA barcoding 95%
- Comprehensive bioinformatic analysis of newly sequenced Turdoides affinis mitogenome reveals the persistence of translational efficiency and dominance of NADH dehydrogenase complex-I in electron transport system over Leiothrichidae family 94%
- Analysis of human mitochondrial genome co-occurrence networks of Asian population at varying altitudes 93%
Similar papers in this journal
- Unravelling the phylogenomic relationships of the most diverse African palm genus Raphia (Calamoideae, Arecaceae) 96%
- An expanded phylogeny of Setaria (Poaceae, Panicoideae, Paniceae) and its relationships within the subtribe Cenchrinae 95%
- Can Cynodon dactylon be used to suppress invasive weeds? The effects of density-dependent on the growth and development of Tagetes minuta and Gutenbergia cordifolia 93%
Similar papers in this journal
- Whole Genome Sequencing and Assembly of the House Sparrow, Passer domesticus 95%
- Genome assembly and annotation of the tambaqui (Colossoma macropomum): an emblematic fish of the Amazon River basin 95%
- The Crown Pearl V2: an improved genome assembly of the European freshwater pearl mussel Margaritifera margaritifera (Linnaeus, 1758) 93%
Similar papers in this journal
"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.