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Reference libraries of DNA sequences are the backbone of DNA-based taxonomic identification systems. The quality and accuracy of the data in reference libraries is critical to achieve reliable identifications. Faulty or inaccurate data may have detrimental impacts in various downstream applications, perpetuating errors over long-term studies and biodiversity data repositories. This risk is particularly prevalent in metabarcoding approaches, where millions of sequences are assigned to taxa in reference libraries through automated and frequently unsupervised procedures. Although quality-compliance measures have been implemented in several stages of the DNA barcode production workflow, no systematized approach has tackled the challenges of revision, curation and annotation of reference libraries. The trend for increasing detection of cryptic diversity further complicates this task. Here we outline the conclusions of the application of two distinct approaches to audit and annotate reference libraries: the hackathon on marine invertebrates hosted by the 8th IBOL conference, and the bioinformatics application "Barcode, Audit & Grade System" (BAGS; Fontes et al. 2021). The former consisted on the assembly of 18 researchers involved in marine barcoding, aiming to audit and annotate a very large number DNA barcode records available in BOLD from major marine invertebrate taxa, including all or selected groups of Annelida, Crustacea, Echinodermata and Mollusca. Discordant Barcode Index Numbers (BINs), that is, BINs including more than one species, were reviewed individually, and the respective records annotated with one of the 4 following tags: MIS-ID (misidentification); AMBIG (ambiguous, unable to resolve); COMPLEX (multiple BINs); SHARE (barcodes shared among species in the same BIN). This effort resulted in the processing of >80.000 barcodes, corresponding to >7.500 species, of which 7% were tagged MIS-ID, 17% AMBIG, 13% COMPLEX and 1% SHARE, with Gastropoda displaying particularly high levels of ambiguity. The sizeable portion of MIS-ID and AMBIG tags raises concern. Yet, part of the AMBIG tags merely reflect underlying uncertainty in species taxonomic status, rather than the deposition of erroneous data in BOLD. Hence, in addition to auditing and annotation, extensive effort should continue to be allocated to the underpinning alpha taxonomy of reference libraries. The second approach here described is BAGS, which consists on an R-based application that provides an user-friendly platform for automated auditing of user-selected metazoan cytochrome oxidase I (COI) reference libraries. BAGS sorts BOLD's records and species into 5 grades, depending on whether they display BIN concordance (A, B) multiple BINs (C), less than two records (D) or discordant BINs (E). A WoRMS-linked filter allows to select or exclude marine taxa, and a reporting component provides a graphical overview and FASTA files assorted in different combinations of grades. Therefore, BAGS can provide a quick appraisal of the status of an user-defined reference library, allowing simultaneously to recognize the most reliable records, the incidence of cases high intraspecific divergence, gaps in representativeness, and inaccuracies of potential concern. A pilot assessment of BAGS performance in three datasets comprising marine fish, Chironomidae (Insecta) and marine Amphipoda (Crustacea) highlighted the differences in the congruence status of the respective reference libraries. In conclusion, the hackathon had and expressive contribution to the revision and annotation of a very large number of marine invertebrate records lodged in BOLD. Human-mediated revision is highly-reliable and consequential, however, it constituted a massive undertaking that can hardly be repeated without a previous refinement and substantial reduction of the datasets to be revised. This could be achieved resorting to automated revision systems, among which BAGS constitutes a first step. We intend to progress with the expansion and improvement of BAGS, namely by introducing further refinements in the analyses of grade E data, in order to automatically discard simple cases of discordance, thereby reducing the amount of data needing human-mediated revision. Recognition of the need for automated reference library auditing and curation systems is essential to raise confidence of researchers, environmental managers and governmental agencies for the adoption and implementation of DNA-based approaches in aquatic biomonitoring.

Almost 250 years after the publication of the taxonomy-founding work Systema Naturae, by Carl Linnaeus, the inventory and catalogue of the planet's biodiversity is still far from complete: only ca 1.5 to 1.8 million of an estimated 10+ million species are so far described. Notwithstanding the remarkable merits of the Linnean system, the task is too vast ever to be completed using current conventional approaches. Such a staggering reality, and the customary difficulty that the scientific community and society in general experience to access taxonomic knowledge, has prompted the search for novel tools or approaches for species identification. Such a tool has been recently proposed in the form of a standardised short DNA sequence from an agreedupon region of the genome, which is expected to ultimately provide a means of fast and robust identification of any species on the planet: the DNA barcode. Received with as much enthusiasm by some as skepticism by others, this novel tool was set in motion on a worldwide scale by means of an international consortium of organisations (the Consortium for the Barcoding of Life), thus becoming a large-scale horizontal genomics project. While anchored within the knowledge and principles of taxonomy, DNA barcoding possesses unique characteristics which anticipate a diverse scope of new applications and benefits for society. Notably, it places the completion of the biodiversity catalogue within the reach of a single generation, with the promise to assist greatly in the discovery of new species. Alongside long-term, ultimate goals, such as democratisation of access to taxonomic knowledge and assistance in writing the encyclopaedia of life, there are several more prosaic applications that may also impact society, not only in certain scientific fields, but also in a range of social and economic activities. Here, we will use DNA barcoding of fish as an example to illustrate foreseen applications, and as a basis to stimulate reflection on potential societal impacts of this horizontal ...

Abstract Almost 250 years after the publication of the taxonomy-founding work Systema Naturae , by Carl Linnaeus, the inventory and catalogue of the planet's biodiversity is still far from complete: only ca 1.5 to 1.8 million of an estimated 10+ million species are so far described. Notwithstanding the remarkable merits of the Linnean system, the task is too vast ever to be completed using current conventional approaches. Such a staggering reality, and the customary difficulty that the scientific community and society in general experience to access taxonomic knowledge, has prompted the search for novel tools or approaches for species identification. Such a tool has been recently proposed in the form of a standardised short DNA sequence from an agreedupon region of the genome, which is expected to ultimately provide a means of fast and robust identification of any species on the planet: the DNA barcode. Received with as much enthusiasm by some as skepticism by others, this novel tool was set in motion on a worldwide scale by means of an international consortium of organisations (the Consortium for the Barcoding of Life), thus becoming a large-scale horizontal genomics project. While anchored within the knowledge and principles of taxonomy, DNA barcoding possesses unique characteristics which anticipate a diverse scope of new applications and benefits for society. Notably, it places the completion of the biodiversity catalogue within the reach of a single generation, with the promise to assist greatly in the discovery of new species. Alongside long-term, ultimate goals, such as democratisation of access to taxonomic knowledge and assistance in writing the encyclopaedia of life, there are several more prosaic applications that may also impact society, not only in certain scientific fields, but also in a range of social and economic activities. Here, we will use DNA barcoding of fish as an example to illustrate foreseen applications, and as a basis to stimulate reflection on potential societal impacts of this horizontal genomics project.

The aim of this study was to determine the prevalence, magnitude, and methods of rapid weight loss (RWL) in visually impaired (VI) judo athletes, and compare these aspects between males and females. Thirty VI judo athletes (20 men and 10 women) completed a validated questionnaire to assess information about the magnitude and methods of RWL. Simple frequency was used to describe the influence and methods in all athletes and according to sex. Moreover, the t test was used to compare the variables between the sexes with the significance level set at p < .05. The main results showed that most VI judo athletes (67%) lost weight to compete. Most methods included gradual dieting (40%) and increased exercise volume (33%). The judo coach/ sensei was the person who most influenced the athletes in RWL (45%). There were no significant differences between the sexes regarding the RWL magnitude and methods used. As concluded, most VI judo athletes lost weight to compete, but the interval to reduce weight seemed slightly longer than it usually occurs in RWL. Gradual dieting and increased exercise volume were the most frequently used methods to lose weight, without any differences between males and females.