Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa prolifera
Autor(a) principal: | |
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Data de Publicação: | 2024 |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10773/42844 |
Resumo: | The cosmeceutical industry has recognized the significant bioactive potential of marine macroalgae and has increasingly focused attention on these organisms. A growing number of products now include extracts derived from various macroalgae species or even isolated compounds sourced from them. Nevertheless, many species remain largely uninvestigated, indicating a gap worth exploring. This PhD thesis aims to address this gap by investigating the cosmeceutical potential of two understudied marine macroalgae species from the phytochemical and bioactivity aspects, Gongolaria abies-marina and Caulerpa prolifera. The study focuses on exploring their phytochemical composition, optimizing environmentally friendly extraction methods, assessing their cosmeceutical potential, and on the structural modification of the compounds identified to enhance their bioactive properties. For the study of Gongolaria abies-marina, a novel approach to optimize extraction parameters for ultrasound- and microwave-assisted extraction methods was introduced, aiming to enhance the anti-aging activities of extracts from this macroalga. Through systematic variation of the parameters and statistical analysis, optimal conditions for maximizing cosmeceutical potential were identified. For ultrasound-assisted extraction (UAE), the best results were achieved using ethyl acetate as the solvent, a 1:4 solid/liquid ratio, and a 15- minute extraction time, leading to high yield and effective inhibition of tyrosinase and elastase. For microwave-assisted extraction (MAE), optimal conditions were ethanol as the solvent, a 1:4 solid/liquid ratio, and a 10-minute extraction time, resulting in superior antioxidant activity and significant tyrosinase inhibition. Chemical characterization revealed that both methods produced less complex and more selective extracts when compared to conventional methods. MAE showed higher selectivity, extracting mainly polyphenolic compounds, while UAE extracted a broader range of compounds, including diterpenoids and sterols, some identified for the first time in Gongolaria abies-marina. The identification of compounds with high anti-aging potential opens new opportunities for their use in anti-aging formulations. The phytochemical study of Caulerpa prolifera revealed its potential for cosmeceutical applications, identifying it as a promising source of extracts and compounds with interesting enzyme inhibitory activities, especially against tyrosinase, despite limited overall antioxidant capacity. The phytochemical study of Caulerpa prolifera revealed its potential for cosmeceutical applications, identifying it as a promising source of extracts and compounds with interesting enzyme inhibitory activities, especially against tyrosinase, despite limited overall antioxidant capacity.The phytochemical study of Caulerpa prolifera revealed its potential for cosmeceutical applications, identifying it as a promising source of extracts and compounds with interesting enzyme inhibitory activities, especially against tyrosinase, despite limited overall antioxidant capacity. This work presents the most complete assessment of the lipophilic profile of this species to date, a profile composed mainly of saturated and unsaturated fatty acids and di-(2- ethylhexyl) phthalate, an endocrine disruptor, which might be either biosynthesized or bioaccumulated by the algae. Fractionation of the extract led to subfractions with varying bioactivities due to changes in chemical composition. Enhanced inhibitory activity against elastase and collagenase was observed in certain subfractions, associated with the increase in proportion of 1-octadecanol. Antioxidant activity decreased with the loss of specific compounds like β-sitosterol, erucic acid, nervonic acid, and lignoceric acid. The phytochemical analysis contributed to understanding the potential effects of the various compounds present in Caulerpa prolifera on its bioactivities, leading to a more comprehensive valorization of this macroalga as a promising source of cosmeceutical ingredients. This work also aimed to perform structural modifications on select molecules sourced from the phytochemical investigation into Gongolaria abies-marina and Caulerpa prolifera. Stigmasterol, β-sitosterol, and phytol were selected from the pool of identified compounds for subsequent modifications. Ten derivatives of each starting compound were obtained, with good to moderate yields, by esterification reactions with benzoic, cinnamic, furoic, and thiophene- 2-carbonic acids. The best results were obtained for tyrosinase and hyaluronidase inhibition. Phytyl 4-methoxybenzoate (3d) was the most active compound against tyrosinase (IC₅₀ = 27.94 μM), with this modification providing a 2.8-fold increase compared to phytol (3) (IC₅₀ = 74.47 μM). Other methoxy group substitutions on benzoate nucleus highly reduced the activity. For hyaluronidase, β-sitosterol (2) showed strong activity (12.97 μM), and the derivatives sitoster-3-yl benzoate (2a) (3.45 μM) and sitoster-3-yl 2- methoxybenzoate (2b) (2.88 μM) exhibited 3.8- and 4.5-times higher potency, respectively, indicating that benzoyl and 2-methoxybenzoyl groups enhance enzyme interaction. Moving the methoxyl group to positions 3 (2c) or 4 (2d) greatly influenced potency (12.63 and 71.77 μM, respectively). Other derivatives showed no activity, highlighting the importance of specific structural modifications for inhibitory efficacy. This study is the first to report the anti-aging potential of these derivatives. In conclusion, this work significantly contributed to the valorization of Gongolaria abies-marina and Caulerpa prolifera by increasing the knowledge about their phytochemical profiles and describing for the first time the anti-aging potential of their extracts, their respective constituents and the semi-synthetic derivatives. |
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Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa proliferaMacroalgaePhytochemical profileUltrassound assisted extractionMicrowave assisted extractionAntiaging activityCosmeceutical potentialStructural modificationsStigmasterol derivativesβ-sitosterol derivativesPhytol derivativesThe cosmeceutical industry has recognized the significant bioactive potential of marine macroalgae and has increasingly focused attention on these organisms. A growing number of products now include extracts derived from various macroalgae species or even isolated compounds sourced from them. Nevertheless, many species remain largely uninvestigated, indicating a gap worth exploring. This PhD thesis aims to address this gap by investigating the cosmeceutical potential of two understudied marine macroalgae species from the phytochemical and bioactivity aspects, Gongolaria abies-marina and Caulerpa prolifera. The study focuses on exploring their phytochemical composition, optimizing environmentally friendly extraction methods, assessing their cosmeceutical potential, and on the structural modification of the compounds identified to enhance their bioactive properties. For the study of Gongolaria abies-marina, a novel approach to optimize extraction parameters for ultrasound- and microwave-assisted extraction methods was introduced, aiming to enhance the anti-aging activities of extracts from this macroalga. Through systematic variation of the parameters and statistical analysis, optimal conditions for maximizing cosmeceutical potential were identified. For ultrasound-assisted extraction (UAE), the best results were achieved using ethyl acetate as the solvent, a 1:4 solid/liquid ratio, and a 15- minute extraction time, leading to high yield and effective inhibition of tyrosinase and elastase. For microwave-assisted extraction (MAE), optimal conditions were ethanol as the solvent, a 1:4 solid/liquid ratio, and a 10-minute extraction time, resulting in superior antioxidant activity and significant tyrosinase inhibition. Chemical characterization revealed that both methods produced less complex and more selective extracts when compared to conventional methods. MAE showed higher selectivity, extracting mainly polyphenolic compounds, while UAE extracted a broader range of compounds, including diterpenoids and sterols, some identified for the first time in Gongolaria abies-marina. The identification of compounds with high anti-aging potential opens new opportunities for their use in anti-aging formulations. The phytochemical study of Caulerpa prolifera revealed its potential for cosmeceutical applications, identifying it as a promising source of extracts and compounds with interesting enzyme inhibitory activities, especially against tyrosinase, despite limited overall antioxidant capacity. The phytochemical study of Caulerpa prolifera revealed its potential for cosmeceutical applications, identifying it as a promising source of extracts and compounds with interesting enzyme inhibitory activities, especially against tyrosinase, despite limited overall antioxidant capacity.The phytochemical study of Caulerpa prolifera revealed its potential for cosmeceutical applications, identifying it as a promising source of extracts and compounds with interesting enzyme inhibitory activities, especially against tyrosinase, despite limited overall antioxidant capacity. This work presents the most complete assessment of the lipophilic profile of this species to date, a profile composed mainly of saturated and unsaturated fatty acids and di-(2- ethylhexyl) phthalate, an endocrine disruptor, which might be either biosynthesized or bioaccumulated by the algae. Fractionation of the extract led to subfractions with varying bioactivities due to changes in chemical composition. Enhanced inhibitory activity against elastase and collagenase was observed in certain subfractions, associated with the increase in proportion of 1-octadecanol. Antioxidant activity decreased with the loss of specific compounds like β-sitosterol, erucic acid, nervonic acid, and lignoceric acid. The phytochemical analysis contributed to understanding the potential effects of the various compounds present in Caulerpa prolifera on its bioactivities, leading to a more comprehensive valorization of this macroalga as a promising source of cosmeceutical ingredients. This work also aimed to perform structural modifications on select molecules sourced from the phytochemical investigation into Gongolaria abies-marina and Caulerpa prolifera. Stigmasterol, β-sitosterol, and phytol were selected from the pool of identified compounds for subsequent modifications. Ten derivatives of each starting compound were obtained, with good to moderate yields, by esterification reactions with benzoic, cinnamic, furoic, and thiophene- 2-carbonic acids. The best results were obtained for tyrosinase and hyaluronidase inhibition. Phytyl 4-methoxybenzoate (3d) was the most active compound against tyrosinase (IC₅₀ = 27.94 μM), with this modification providing a 2.8-fold increase compared to phytol (3) (IC₅₀ = 74.47 μM). Other methoxy group substitutions on benzoate nucleus highly reduced the activity. For hyaluronidase, β-sitosterol (2) showed strong activity (12.97 μM), and the derivatives sitoster-3-yl benzoate (2a) (3.45 μM) and sitoster-3-yl 2- methoxybenzoate (2b) (2.88 μM) exhibited 3.8- and 4.5-times higher potency, respectively, indicating that benzoyl and 2-methoxybenzoyl groups enhance enzyme interaction. Moving the methoxyl group to positions 3 (2c) or 4 (2d) greatly influenced potency (12.63 and 71.77 μM, respectively). Other derivatives showed no activity, highlighting the importance of specific structural modifications for inhibitory efficacy. This study is the first to report the anti-aging potential of these derivatives. In conclusion, this work significantly contributed to the valorization of Gongolaria abies-marina and Caulerpa prolifera by increasing the knowledge about their phytochemical profiles and describing for the first time the anti-aging potential of their extracts, their respective constituents and the semi-synthetic derivatives.A indústria cosmecêutica reconheceu o significativo potencial bioativo das macroalgas marinhas e tem dedicado cada vez mais atenção a estes organismos. Um número crescente de produtos agora inclui extratos derivados de várias espécies de macroalgas ou até compostos isolados provenientes delas. No entanto, muitas espécies permanecem largamente inexploradas, indicando uma lacuna que vale a pena explorar. Esta tese de doutoramento visa abordar esta lacuna investigando o potencial cosmecêutico de duas espécies de macroalgas marinhas pouco estudadas, sob os aspetos fitoquímico e de bioatividade: Gongolaria abies-marina e Caulerpa prolifera. O estudo foca-se na exploração da sua composição fitoquímica, na otimização de métodos de extração ambientalmente amigáveis, na avaliação do seu potencial cosmecêutico e na modificação estrutural dos compostos identificados para melhorar as suas propriedades bioativas. Para o estudo da Gongolaria abies-marina, foi introduzida uma abordagem inovadora para otimizar os parâmetros de extração para métodos assistidos por ultrassom e micro-ondas, com o objetivo de melhorar as atividades antienvelhecimento dos extratos desta macroalga. Através da variação sistemática dos parâmetros e análise estatística, foram identificadas condições ótimas para maximizar o potencial cosmecêutico. Para a extração assistida por ultrassom (EAU), os melhores resultados foram alcançados usando acetato de etilo como solvente, uma razão sólido/líquido de 1:4 e um tempo de extração de 15 minutos, levando a um alto rendimento e inibição eficaz da tirosinase e elastase. Para a extração assistida por micro-ondas (EAM), as condições ótimas foram etanol como solvente, uma razão sólido/líquido de 1:4 e um tempo de extração de 10 minutos, resultando em superior atividade antioxidante e significativa inibição da tirosinase. A caracterização química revelou que ambos os métodos produziram extratos menos complexos e mais seletivos em comparação com métodos convencionais. A EAM mostrou maior seletividade, extraindo principalmente compostos polifenólicos, enquanto a EAU extraiu uma gama mais ampla de compostos, incluindo diterpenoides e esteróis, alguns identificados pela primeira vez em Gongolaria abies-marina. A identificação de compostos com elevado potencial antienvelhecimento abre novas oportunidades para o seu uso em formulações antienvelhecimento. O estudo fitoquímico da Caulerpa prolifera revelou o seu potencial para aplicações cosmecêuticas, identificando-a como uma fonte promissora de extratos e compostos com interessantes atividades inibidoras de enzimas, especialmente contra a tirosinase, apesar da limitada capacidade antioxidante geral.O estudo fitoquímico de Caulerpa prolifera revelou o seu potencial para aplicações cosmecêutica, identificando-a como uma fonte promissora de extratos e compostos com interessantes atividades inibidoras de enzimas, especialmente contra a tirosinase, apesar da limitada capacidade antioxidante global. Este trabalho apresenta a avaliação mais completa até à data do perfil lipofílico desta espécie, um perfil composto principalmente por ácidos gordos saturados e insaturados e de di-(2-etilhexil)-ftalato, um disruptor endócrino, que pode ser biossintetizado ou bioacumulado pela alga. A fracionamento do extrato levou a subfrações com bioatividades variáveis devido a alterações na composição química. Observou-se uma atividade inibitória aumentada contra elastase e colagenase em certas subfrações, associada ao aumento da proporção de 1-octadecanol. A atividade antioxidante diminuiu com a perda de compostos específicos como β-sitosterol, ácido erúcico, ácido nervónico e ácido lignocérico. A análise fitoquímica contribuiu para a compreensão dos potenciais efeitos dos vários compostos presentes em Caulerpa prolifera nas suas bioatividades, levando a uma valorização mais abrangente desta macroalga como uma fonte promissora de ingredientes cosmecêuticos. Este trabalho também teve como objetivo realizar modificações estruturais em moléculas selecionadas provenientes da investigação fitoquímica em Gongolaria abies-marina e Caulerpa prolifera. Estigmasterol, β-sitosterol e fitol foram selecionados do conjunto de compostos identificados para modificações subsequentes. Dez derivados de cada composto inicial foram obtidos, com rendimentos bons a moderados, por reações de esterificação com ácidos benzóico, cinâmico, furóico e tiofeno-2-carboxílico. Os melhores resultados foram obtidos para inibição da tirosinase e hialuronidase. O fitil 4- metoxibenzoato (3d) foi o composto mais ativo contra a tirosinase (IC₅₀ = 27.94 μM), com esta modificação proporcionando um aumento de 2,8 vezes em comparação com o fitol (3) (IC₅₀ = 74.47 μM). Outras substituições de grupos metoxilo no núcleo benzoato reduziram significativamente a atividade. Para a hialuronidase, o β-sitosterol (2) mostrou forte atividade (12.97 μM), e os derivados sitoster-3-il benzoato (2a) (3.45 μM) e sitoster-3-il 2-metoxibenzoato (2b) (2.88 μM) exibiram potências 3,8 e 4,5 vezes superiores, respetivamente, indicando que os grupos benzoílo e 2-metoxibenzoílo melhoram a interação com a enzima. A deslocação do grupo metoxilo para as posições 3 (2c) ou 4 (2d) influenciou grandemente a potência (12.63 e 71.77 μM, respetivamente). Outros derivados não mostraram atividade, destacando a importância de modificações estruturais específicas para a eficácia inibitória. Este estudo é o primeiro a relatar o potencial antienvelhecimento destes derivados. Em conclusão, este trabalho contribuiu significativamente para a valorização de Gongolaria abies-marina e Caulerpa prolifera, aumentando o conhecimento sobre os seus perfis fitoquímicos e descrevendo pela primeira vez o potencial antienvelhecimento dos seus extratos, dos respetivos constituintes e dos derivados semissintéticos.2026-10-24T00:00:00Z2024-10-17T00:00:00Z2024-10-17doctoral thesisinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10773/42844engRosa, Gonçalo Pereira dainfo:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-11-18T01:48:36Zoai:ria.ua.pt:10773/42844Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-11-18T01:48:36Repositório 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 |
Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa prolifera |
title |
Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa prolifera |
spellingShingle |
Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa prolifera Rosa, Gonçalo Pereira da Macroalgae Phytochemical profile Ultrassound assisted extraction Microwave assisted extraction Antiaging activity Cosmeceutical potential Structural modifications Stigmasterol derivatives β-sitosterol derivatives Phytol derivatives |
title_short |
Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa prolifera |
title_full |
Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa prolifera |
title_fullStr |
Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa prolifera |
title_full_unstemmed |
Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa prolifera |
title_sort |
Eco-sustainable valorization of Cystoseira abiesmarina and Caulerpa prolifera |
author |
Rosa, Gonçalo Pereira da |
author_facet |
Rosa, Gonçalo Pereira da |
author_role |
author |
dc.contributor.author.fl_str_mv |
Rosa, Gonçalo Pereira da |
dc.subject.por.fl_str_mv |
Macroalgae Phytochemical profile Ultrassound assisted extraction Microwave assisted extraction Antiaging activity Cosmeceutical potential Structural modifications Stigmasterol derivatives β-sitosterol derivatives Phytol derivatives |
topic |
Macroalgae Phytochemical profile Ultrassound assisted extraction Microwave assisted extraction Antiaging activity Cosmeceutical potential Structural modifications Stigmasterol derivatives β-sitosterol derivatives Phytol derivatives |
description |
The cosmeceutical industry has recognized the significant bioactive potential of marine macroalgae and has increasingly focused attention on these organisms. A growing number of products now include extracts derived from various macroalgae species or even isolated compounds sourced from them. Nevertheless, many species remain largely uninvestigated, indicating a gap worth exploring. This PhD thesis aims to address this gap by investigating the cosmeceutical potential of two understudied marine macroalgae species from the phytochemical and bioactivity aspects, Gongolaria abies-marina and Caulerpa prolifera. The study focuses on exploring their phytochemical composition, optimizing environmentally friendly extraction methods, assessing their cosmeceutical potential, and on the structural modification of the compounds identified to enhance their bioactive properties. For the study of Gongolaria abies-marina, a novel approach to optimize extraction parameters for ultrasound- and microwave-assisted extraction methods was introduced, aiming to enhance the anti-aging activities of extracts from this macroalga. Through systematic variation of the parameters and statistical analysis, optimal conditions for maximizing cosmeceutical potential were identified. For ultrasound-assisted extraction (UAE), the best results were achieved using ethyl acetate as the solvent, a 1:4 solid/liquid ratio, and a 15- minute extraction time, leading to high yield and effective inhibition of tyrosinase and elastase. For microwave-assisted extraction (MAE), optimal conditions were ethanol as the solvent, a 1:4 solid/liquid ratio, and a 10-minute extraction time, resulting in superior antioxidant activity and significant tyrosinase inhibition. Chemical characterization revealed that both methods produced less complex and more selective extracts when compared to conventional methods. MAE showed higher selectivity, extracting mainly polyphenolic compounds, while UAE extracted a broader range of compounds, including diterpenoids and sterols, some identified for the first time in Gongolaria abies-marina. The identification of compounds with high anti-aging potential opens new opportunities for their use in anti-aging formulations. The phytochemical study of Caulerpa prolifera revealed its potential for cosmeceutical applications, identifying it as a promising source of extracts and compounds with interesting enzyme inhibitory activities, especially against tyrosinase, despite limited overall antioxidant capacity. The phytochemical study of Caulerpa prolifera revealed its potential for cosmeceutical applications, identifying it as a promising source of extracts and compounds with interesting enzyme inhibitory activities, especially against tyrosinase, despite limited overall antioxidant capacity.The phytochemical study of Caulerpa prolifera revealed its potential for cosmeceutical applications, identifying it as a promising source of extracts and compounds with interesting enzyme inhibitory activities, especially against tyrosinase, despite limited overall antioxidant capacity. This work presents the most complete assessment of the lipophilic profile of this species to date, a profile composed mainly of saturated and unsaturated fatty acids and di-(2- ethylhexyl) phthalate, an endocrine disruptor, which might be either biosynthesized or bioaccumulated by the algae. Fractionation of the extract led to subfractions with varying bioactivities due to changes in chemical composition. Enhanced inhibitory activity against elastase and collagenase was observed in certain subfractions, associated with the increase in proportion of 1-octadecanol. Antioxidant activity decreased with the loss of specific compounds like β-sitosterol, erucic acid, nervonic acid, and lignoceric acid. The phytochemical analysis contributed to understanding the potential effects of the various compounds present in Caulerpa prolifera on its bioactivities, leading to a more comprehensive valorization of this macroalga as a promising source of cosmeceutical ingredients. This work also aimed to perform structural modifications on select molecules sourced from the phytochemical investigation into Gongolaria abies-marina and Caulerpa prolifera. Stigmasterol, β-sitosterol, and phytol were selected from the pool of identified compounds for subsequent modifications. Ten derivatives of each starting compound were obtained, with good to moderate yields, by esterification reactions with benzoic, cinnamic, furoic, and thiophene- 2-carbonic acids. The best results were obtained for tyrosinase and hyaluronidase inhibition. Phytyl 4-methoxybenzoate (3d) was the most active compound against tyrosinase (IC₅₀ = 27.94 μM), with this modification providing a 2.8-fold increase compared to phytol (3) (IC₅₀ = 74.47 μM). Other methoxy group substitutions on benzoate nucleus highly reduced the activity. For hyaluronidase, β-sitosterol (2) showed strong activity (12.97 μM), and the derivatives sitoster-3-yl benzoate (2a) (3.45 μM) and sitoster-3-yl 2- methoxybenzoate (2b) (2.88 μM) exhibited 3.8- and 4.5-times higher potency, respectively, indicating that benzoyl and 2-methoxybenzoyl groups enhance enzyme interaction. Moving the methoxyl group to positions 3 (2c) or 4 (2d) greatly influenced potency (12.63 and 71.77 μM, respectively). Other derivatives showed no activity, highlighting the importance of specific structural modifications for inhibitory efficacy. This study is the first to report the anti-aging potential of these derivatives. In conclusion, this work significantly contributed to the valorization of Gongolaria abies-marina and Caulerpa prolifera by increasing the knowledge about their phytochemical profiles and describing for the first time the anti-aging potential of their extracts, their respective constituents and the semi-synthetic derivatives. |
publishDate |
2024 |
dc.date.none.fl_str_mv |
2024-10-17T00:00:00Z 2024-10-17 2026-10-24T00:00:00Z |
dc.type.driver.fl_str_mv |
doctoral thesis |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10773/42844 |
url |
http://hdl.handle.net/10773/42844 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/embargoedAccess |
eu_rights_str_mv |
embargoedAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
mluisa.alvim@gmail.com |
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1817548717141524480 |