A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONS
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10362/136351 |
Resumo: | The marine environment has a tremendous biodiversity, which implies an almost limitless source of bioreactives with potential biotechnological applications. Within these, proteinaceous toxins are highlighted as most evolved to interact with specific molecular targets. Toxins are part of complex cocktails, such as venoms, that are secreted for predation or defence. Recently, new drugs developed from marine natural products reached the market, like Prialt, a synthetic painkiller derived from a conotoxin. Altogether, marine invertebrates can be high-prized sources for novel bioreactives with biomedical applications, particularly the Polychaeta, due to their abundance and diversity albeit little explored. Glycera alba and Hediste diversicolor are two Polychaeta with distinct behaviours, but suspected to secrete toxins with different purposes. A comparative transcriptomic analysis between species and organs revealed distinct toxins and other bioreactives. Specifically, the venom apparatus of G. alba is localized in the proboscis and that neurotoxins and diffusing agents are secreted to overwhelm prey. On the other hand, H. diversicolor, an opportunistic forager, secretes fewer, less specific, toxins that are seemingly a defence measure against predators and pathogens. The analysis of protein-protein interactions between proteins predicted from the worms’ transcriptome and the human proteome allowed unravelling novel toxins and bioreactives with potential biomedical applications, from which two full-coding sequences from both species were isolated. Among these, are proteins from G. alba’s venom that can interfere with regulatory pathways of apoptosis, for instance involving FADD, BAD and FAIM. In turn, H. diversicolor yielded proteins that can regulate the human innate immune response. These results show that omics and bioinformatics can be a powerful tool for bioprospecting and drug discovery, enabling mining through complex transcriptomes even of organisms with reduced genomic annotation. They also show that interactome-directed analysis against the druggable human proteome can be a highly efficient alternative to the design of synthetic drugs. |
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A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONSGlycera albaHediste diversicolorPolychaetaRNA-SeqVenomnteractome-directed analysisDomínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e TecnologiasThe marine environment has a tremendous biodiversity, which implies an almost limitless source of bioreactives with potential biotechnological applications. Within these, proteinaceous toxins are highlighted as most evolved to interact with specific molecular targets. Toxins are part of complex cocktails, such as venoms, that are secreted for predation or defence. Recently, new drugs developed from marine natural products reached the market, like Prialt, a synthetic painkiller derived from a conotoxin. Altogether, marine invertebrates can be high-prized sources for novel bioreactives with biomedical applications, particularly the Polychaeta, due to their abundance and diversity albeit little explored. Glycera alba and Hediste diversicolor are two Polychaeta with distinct behaviours, but suspected to secrete toxins with different purposes. A comparative transcriptomic analysis between species and organs revealed distinct toxins and other bioreactives. Specifically, the venom apparatus of G. alba is localized in the proboscis and that neurotoxins and diffusing agents are secreted to overwhelm prey. On the other hand, H. diversicolor, an opportunistic forager, secretes fewer, less specific, toxins that are seemingly a defence measure against predators and pathogens. The analysis of protein-protein interactions between proteins predicted from the worms’ transcriptome and the human proteome allowed unravelling novel toxins and bioreactives with potential biomedical applications, from which two full-coding sequences from both species were isolated. Among these, are proteins from G. alba’s venom that can interfere with regulatory pathways of apoptosis, for instance involving FADD, BAD and FAIM. In turn, H. diversicolor yielded proteins that can regulate the human innate immune response. These results show that omics and bioinformatics can be a powerful tool for bioprospecting and drug discovery, enabling mining through complex transcriptomes even of organisms with reduced genomic annotation. They also show that interactome-directed analysis against the druggable human proteome can be a highly efficient alternative to the design of synthetic drugs.A enorme biodiversidade do ambiente marinho poderá implicar uma fonte quase ilimitada de bioreactivos com potencial para aplicações biotecnológicas. As toxinas peptídicas destacam-se, pois a maioria evoluiu para interagir com alvos molecular específicos. Estes constituintes de cocktails complexos, nomeadamente, de venenos, são secretados para predação ou defesa. Recentemente, novos fármacos baseados em produtos naturais marinhos chegaram ao mercado, como Prialt, um analgésico sintético desenvolvido a partir de uma conotoxina. Os invertebrados marinhos, nomeadamente poliquetas, podem ser fontes com elevado potencial para a descoberta de novos bioreactivos com interesse biomédico devido à sua abundância e diversidade, apesar de serem poucos estudados. Glycera alba e Hediste diversicolor são dois poliquetas com comportamentos distintos, mas poderão secretar toxinas com diferentes intuitos. A análise transcriptómica comparativa entre espécies e órgãos revelou diferentes toxinas e bioreactivos. Segundo os resultados, o sistema de secreção de veneno de G. alba está localizado no proboscis, onde ocorre a secreção de neurotoxinas e agentes permeabilizantes para paralisar as presas. No entanto, H. diversicolor, um oportunista em termos alimentares, secreta menos toxinas e com menor especificidade como uma medida de defesa contra predadores e patógenes. A análise de interações proteína-proteína entre proteínas destes anelídeos e o proteoma humano revelou novos bioreactivos com potenciais aplicações biomédicas, entre os quais duas regiões codificantes de ambas as espécies foram isoladas. Enquanto que proteínas do veneno de G. alba, como BAD, FAD e FAIM, podem interferir com a regulação da apoptose, proteínas de H. diversicolor poderão regular a resposta imunitária inata humana. Os resultados ilustram que as ómicas e a bioinformática são poderosas ferramentas para a bioprospecção marinha e descoberta de novos fármacos, mesmo através do estudo de transcriptomas complexos de organismos com reduzida anotação genómica. Uma análise dirigida contra o interactoma com proteoma humano poderá constituir uma alternativa ao desenho de fármacos sintéticos.Costa, PedroGrosso, AnaRUNCabral, Inês Moutinho Ferreira Figueiredo2022-04-13T15:27:02Z2022-012022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/136351enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T05:14:32Zoai:run.unl.pt:10362/136351Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:48:42.508026Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONS |
title |
A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONS |
spellingShingle |
A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONS Cabral, Inês Moutinho Ferreira Figueiredo Glycera alba Hediste diversicolor Polychaeta RNA-Seq Venom nteractome-directed analysis Domínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologias |
title_short |
A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONS |
title_full |
A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONS |
title_fullStr |
A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONS |
title_full_unstemmed |
A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONS |
title_sort |
A COMPUTATIONAL APPROACH TO IDENTIFY TARGET RECEPTORS OF MARINE TOXINS IN THE HUMAN PROTEOME: POTENTIAL BIOTECHNOLOGICAL APPLICATIONS |
author |
Cabral, Inês Moutinho Ferreira Figueiredo |
author_facet |
Cabral, Inês Moutinho Ferreira Figueiredo |
author_role |
author |
dc.contributor.none.fl_str_mv |
Costa, Pedro Grosso, Ana RUN |
dc.contributor.author.fl_str_mv |
Cabral, Inês Moutinho Ferreira Figueiredo |
dc.subject.por.fl_str_mv |
Glycera alba Hediste diversicolor Polychaeta RNA-Seq Venom nteractome-directed analysis Domínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologias |
topic |
Glycera alba Hediste diversicolor Polychaeta RNA-Seq Venom nteractome-directed analysis Domínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologias |
description |
The marine environment has a tremendous biodiversity, which implies an almost limitless source of bioreactives with potential biotechnological applications. Within these, proteinaceous toxins are highlighted as most evolved to interact with specific molecular targets. Toxins are part of complex cocktails, such as venoms, that are secreted for predation or defence. Recently, new drugs developed from marine natural products reached the market, like Prialt, a synthetic painkiller derived from a conotoxin. Altogether, marine invertebrates can be high-prized sources for novel bioreactives with biomedical applications, particularly the Polychaeta, due to their abundance and diversity albeit little explored. Glycera alba and Hediste diversicolor are two Polychaeta with distinct behaviours, but suspected to secrete toxins with different purposes. A comparative transcriptomic analysis between species and organs revealed distinct toxins and other bioreactives. Specifically, the venom apparatus of G. alba is localized in the proboscis and that neurotoxins and diffusing agents are secreted to overwhelm prey. On the other hand, H. diversicolor, an opportunistic forager, secretes fewer, less specific, toxins that are seemingly a defence measure against predators and pathogens. The analysis of protein-protein interactions between proteins predicted from the worms’ transcriptome and the human proteome allowed unravelling novel toxins and bioreactives with potential biomedical applications, from which two full-coding sequences from both species were isolated. Among these, are proteins from G. alba’s venom that can interfere with regulatory pathways of apoptosis, for instance involving FADD, BAD and FAIM. In turn, H. diversicolor yielded proteins that can regulate the human innate immune response. These results show that omics and bioinformatics can be a powerful tool for bioprospecting and drug discovery, enabling mining through complex transcriptomes even of organisms with reduced genomic annotation. They also show that interactome-directed analysis against the druggable human proteome can be a highly efficient alternative to the design of synthetic drugs. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-04-13T15:27:02Z 2022-01 2022-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10362/136351 |
url |
http://hdl.handle.net/10362/136351 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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