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Improving the Annotation of the Venom Gland Transcriptome of Pamphobeteus verdolaga, Prospecting Novel Bioactive Peptides

Spider venoms constitute a trove of novel peptides with biotechnological interest. Paucity of next-generation-sequencing (NGS) data generation has led to a description of less than 1% of these peptides. Increasing evidence supports the underestimation of the assembled genes a single transcriptome as...

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Autores principales: Salinas-Restrepo, Cristian, Misas, Elizabeth, Estrada-Gómez, Sebastian, Quintana-Castillo, Juan Carlos, Guzman, Fanny, Calderón, Juan C., Giraldo, Marco A., Segura, Cesar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9228390/
https://www.ncbi.nlm.nih.gov/pubmed/35737069
http://dx.doi.org/10.3390/toxins14060408
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author Salinas-Restrepo, Cristian
Misas, Elizabeth
Estrada-Gómez, Sebastian
Quintana-Castillo, Juan Carlos
Guzman, Fanny
Calderón, Juan C.
Giraldo, Marco A.
Segura, Cesar
author_facet Salinas-Restrepo, Cristian
Misas, Elizabeth
Estrada-Gómez, Sebastian
Quintana-Castillo, Juan Carlos
Guzman, Fanny
Calderón, Juan C.
Giraldo, Marco A.
Segura, Cesar
author_sort Salinas-Restrepo, Cristian
collection PubMed
description Spider venoms constitute a trove of novel peptides with biotechnological interest. Paucity of next-generation-sequencing (NGS) data generation has led to a description of less than 1% of these peptides. Increasing evidence supports the underestimation of the assembled genes a single transcriptome assembler can predict. Here, the transcriptome of the venom gland of the spider Pamphobeteus verdolaga was re-assembled, using three free access algorithms, Trinity, SOAPdenovo-Trans, and SPAdes, to obtain a more complete annotation. Assembler’s performance was evaluated by contig number, N50, read representation on the assembly, and BUSCO’s terms retrieval against the arthropod dataset. Out of all the assembled sequences with all software, 39.26% were common between the three assemblers, and 27.88% were uniquely assembled by Trinity, while 27.65% were uniquely assembled by SPAdes. The non-redundant merging of all three assemblies’ output permitted the annotation of 9232 sequences, which was 23% more when compared to each software and 28% more when compared to the previous P. verdolaga annotation; moreover, the description of 65 novel theraphotoxins was possible. In the generation of data for non-model organisms, as well as in the search for novel peptides with biotechnological interest, it is highly recommended to employ at least two different transcriptome assemblers.
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spelling pubmed-92283902022-06-25 Improving the Annotation of the Venom Gland Transcriptome of Pamphobeteus verdolaga, Prospecting Novel Bioactive Peptides Salinas-Restrepo, Cristian Misas, Elizabeth Estrada-Gómez, Sebastian Quintana-Castillo, Juan Carlos Guzman, Fanny Calderón, Juan C. Giraldo, Marco A. Segura, Cesar Toxins (Basel) Article Spider venoms constitute a trove of novel peptides with biotechnological interest. Paucity of next-generation-sequencing (NGS) data generation has led to a description of less than 1% of these peptides. Increasing evidence supports the underestimation of the assembled genes a single transcriptome assembler can predict. Here, the transcriptome of the venom gland of the spider Pamphobeteus verdolaga was re-assembled, using three free access algorithms, Trinity, SOAPdenovo-Trans, and SPAdes, to obtain a more complete annotation. Assembler’s performance was evaluated by contig number, N50, read representation on the assembly, and BUSCO’s terms retrieval against the arthropod dataset. Out of all the assembled sequences with all software, 39.26% were common between the three assemblers, and 27.88% were uniquely assembled by Trinity, while 27.65% were uniquely assembled by SPAdes. The non-redundant merging of all three assemblies’ output permitted the annotation of 9232 sequences, which was 23% more when compared to each software and 28% more when compared to the previous P. verdolaga annotation; moreover, the description of 65 novel theraphotoxins was possible. In the generation of data for non-model organisms, as well as in the search for novel peptides with biotechnological interest, it is highly recommended to employ at least two different transcriptome assemblers. MDPI 2022-06-15 /pmc/articles/PMC9228390/ /pubmed/35737069 http://dx.doi.org/10.3390/toxins14060408 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Salinas-Restrepo, Cristian
Misas, Elizabeth
Estrada-Gómez, Sebastian
Quintana-Castillo, Juan Carlos
Guzman, Fanny
Calderón, Juan C.
Giraldo, Marco A.
Segura, Cesar
Improving the Annotation of the Venom Gland Transcriptome of Pamphobeteus verdolaga, Prospecting Novel Bioactive Peptides
title Improving the Annotation of the Venom Gland Transcriptome of Pamphobeteus verdolaga, Prospecting Novel Bioactive Peptides
title_full Improving the Annotation of the Venom Gland Transcriptome of Pamphobeteus verdolaga, Prospecting Novel Bioactive Peptides
title_fullStr Improving the Annotation of the Venom Gland Transcriptome of Pamphobeteus verdolaga, Prospecting Novel Bioactive Peptides
title_full_unstemmed Improving the Annotation of the Venom Gland Transcriptome of Pamphobeteus verdolaga, Prospecting Novel Bioactive Peptides
title_short Improving the Annotation of the Venom Gland Transcriptome of Pamphobeteus verdolaga, Prospecting Novel Bioactive Peptides
title_sort improving the annotation of the venom gland transcriptome of pamphobeteus verdolaga, prospecting novel bioactive peptides
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9228390/
https://www.ncbi.nlm.nih.gov/pubmed/35737069
http://dx.doi.org/10.3390/toxins14060408
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