Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática
| Ano de defesa: | 2022 |
|---|---|
| Autor(a) principal: | |
| Orientador(a): | |
| Banca de defesa: | , |
| Tipo de documento: | Dissertação |
| Tipo de acesso: | Acesso aberto |
| Idioma: | por |
| Instituição de defesa: |
Universidade Federal de Alfenas
|
| Programa de Pós-Graduação: |
Programa de Pós-Graduação em Química
|
| Departamento: |
Instituto de Química
|
| País: |
Brasil
|
| Palavras-chave em Português: | |
| Área do conhecimento CNPq: | |
| Link de acesso: | https://repositorio.unifal-mg.edu.br/handle/123456789/2122 |
Resumo: | Obtaining a nanobiocatalyst based on the direct interaction between superparamagnetic iron oxide nanoparticles (SPIONs) and porcine trypsin was investigated in the present work. Specifically, the physical adsorption of magnetic nanoparticles with trypsin was studied from the modulation of surface charges by controlling the pH of both the enzyme and the supporting nanomaterial. Nanoparticle- enzyme interaction was evaluated by experimental measurements of fluorescence and theoretical modeling. The results obtained showed that the immobilized material, under different pH conditions, showed 66.2, 67.1, and 75.4% of enzyme adsorption to the support at pH 4.0, 7.0, and 8.0, respectively. The enzyme activity recovered in each case was 31.84, 27.56, and 32.28%, respectively, in relation to the initial free trypsin activity. The catalytic efficiency was measured through the reaction involving the conversion of the substrate N-α-Benzoyl-DL-arginine-4-nitroaniline into the product p-nitroaniline monitored by UV-Vis spectrophotometry at a wavelength of 410 nm. The desorption studies showed by the analyzed techniques that after 5 washing cycles it was not possible to determine the desorption rate due to the values obtained being lower than the fluorescence detection limits (0.4 mg.mL -1 ). The reuse of immobilized Trypsin was tested over several cycles in catalytic processes using BapNA as substrate. The catalysis process occurred with an efficiency of approximately 88% until the second cycle, and the immobilized enzyme retained an efficiency of around 40% until the fourth cycle. In addition, the trypsin-nanoparticle interaction was also evaluated by fluorescence spectroscopy and the values of the thermodynamic parameters ∆�� �� = −31.5 kJ mol–1, ∆�� �� = 15.31 kJ mol–1, and ��∆�� �� = 32.99 kJ mol–1��–1 were found, which is consistent with the occurrence of predominantly ionic interactions. Immobilization of porcine trypsin on the surface of SPIONs was also computationally evaluated. The potential energy profile for the adsorption of porcine trypsin on the surface of the material was calculated and showed that the enzyme protonated at pH 8.0 can be more strongly adsorbed on the surface of the nanoparticles. It was also possible to verify that the enzyme adsorption rate increased significantly at pH 8.0, and at this same pH, the adsorption energy profile is more favorable and stable at smaller distances from the surface, indicating that a greater amount of enzyme can be adsorbed over SPIONs. |
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Aversa, Isabella Fernandes Souzahttp://lattes.cnpq.br/5842400772128330Tavano, Olga LuisaLima, Leonardo Ramos Paes DeMachado, Poliana Aparecida LopesVirtuoso, Luciano Sindrahttp://lattes.cnpq.br/87835868129878802022-11-09T19:19:12Z2022-07-29AVERSA, Isabella Fernandes Souza. Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática. 2022. 63 f. Dissertação (Mestrado em Química) - Universidade Federal de Alfenas, Alfenas, MG, 2022.https://repositorio.unifal-mg.edu.br/handle/123456789/2122Obtaining a nanobiocatalyst based on the direct interaction between superparamagnetic iron oxide nanoparticles (SPIONs) and porcine trypsin was investigated in the present work. Specifically, the physical adsorption of magnetic nanoparticles with trypsin was studied from the modulation of surface charges by controlling the pH of both the enzyme and the supporting nanomaterial. Nanoparticle- enzyme interaction was evaluated by experimental measurements of fluorescence and theoretical modeling. The results obtained showed that the immobilized material, under different pH conditions, showed 66.2, 67.1, and 75.4% of enzyme adsorption to the support at pH 4.0, 7.0, and 8.0, respectively. The enzyme activity recovered in each case was 31.84, 27.56, and 32.28%, respectively, in relation to the initial free trypsin activity. The catalytic efficiency was measured through the reaction involving the conversion of the substrate N-α-Benzoyl-DL-arginine-4-nitroaniline into the product p-nitroaniline monitored by UV-Vis spectrophotometry at a wavelength of 410 nm. The desorption studies showed by the analyzed techniques that after 5 washing cycles it was not possible to determine the desorption rate due to the values obtained being lower than the fluorescence detection limits (0.4 mg.mL -1 ). The reuse of immobilized Trypsin was tested over several cycles in catalytic processes using BapNA as substrate. The catalysis process occurred with an efficiency of approximately 88% until the second cycle, and the immobilized enzyme retained an efficiency of around 40% until the fourth cycle. In addition, the trypsin-nanoparticle interaction was also evaluated by fluorescence spectroscopy and the values of the thermodynamic parameters ∆�� �� = −31.5 kJ mol–1, ∆�� �� = 15.31 kJ mol–1, and ��∆�� �� = 32.99 kJ mol–1��–1 were found, which is consistent with the occurrence of predominantly ionic interactions. Immobilization of porcine trypsin on the surface of SPIONs was also computationally evaluated. The potential energy profile for the adsorption of porcine trypsin on the surface of the material was calculated and showed that the enzyme protonated at pH 8.0 can be more strongly adsorbed on the surface of the nanoparticles. It was also possible to verify that the enzyme adsorption rate increased significantly at pH 8.0, and at this same pH, the adsorption energy profile is more favorable and stable at smaller distances from the surface, indicating that a greater amount of enzyme can be adsorbed over SPIONs.A obtenção de um nanobiocatalisador baseado na interação direta entre nanopartículas superparamagnéticas de óxido de ferro (SPIONs) e tripsina suína foi investigada no presente trabalho. Especificamente, a adsorção física de nanopartículas magnéticas com tripsina foi estudada a partir da modulação das cargas superficiais pelo controle do pH tanto da enzima quanto do nanomaterial de suporte. A interação nanopartícula-enzima foi avaliada por medidas experimentais de fluorescência e modelagem teórica. Os resultados obtidos mostraram que o material imobilizado, sob diferentes condições de pH, apresentou 66,2, 67,1 e 75,4% de adsorção enzimática ao suporte em pH 4,0, 7,0 e 8,0, respectivamente. A atividade enzimática recuperada em cada caso foi de 31,84, 27,56 e 32,28%, respectivamente, em relação à atividade inicial de tripsina livre. A eficiência catalítica foi medida através da reação envolvendo a conversão do substrato N-α-Benzoil-DL-arginina-4-nitroanilina no produto p-nitroanilina monitorada por espectrofotometria UV-Vis no comprimento de onda de 410 nm. Os estudos de dessorção mostraram pelas técnicas analisadas que após 5 ciclos de lavagem não foi possível determinar a taxa de dessorção devido aos valores obtidos serem inferiores aos limites de detecção de fluorescência (0,4 mg.mL -1 ). A reutilização da Tripsina imobilizada foi testada ao longo de vários ciclos em processos catalíticos utilizando BapNA como substrato. O processo ocorreu com uma eficiência de aproximadamente 88% até o segundo ciclo, e a enzima imobilizada reteve uma eficiência em torno de 40% até o quarto ciclo. Além disso, a interação tripsina-nanopartículas também foi avaliada em pH 4,0 por espectroscopia de fluorescência e os valores dos parâmetros termodinâmicos ∆�� �� = −31,50 kJ mol–1, ∆�� �� = 15,31 kJ mol–1 e ��∆�� �� = 32,99 kJ mol–1��–1, foram encontrados, o que é consistente com a ocorrência de interações predominantemente iônicas. A imobilização da tripsina suína na superfície das SPIONs também foi avaliada computacionalmente. O perfil de energia potencial para a adsorção da tripsina suína sobre a superfície do material foi calculado e mostrou que a enzima protonada em pH 8,0 pode ser mais fortemente adsorvida sobre a superfície das nanopartículas. Foi possível constatar também, que a taxa de adsorção da enzima aumentou significativamente em pH 8,0, e neste mesmo pH, o perfil de energia de adsorção é mais favorável e estável em distâncias menores da superfície, indicando que uma maior quantidade de enzima pode ser adsorvido sobre as SPIONs.application/pdfporUniversidade Federal de AlfenasPrograma de Pós-Graduação em QuímicaUNIFAL-MGBrasilInstituto de Químicainfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/imobilização de enzimasTripsinaNanopartículas superparamagnéticasNanobiocatalisadorAtividade enzimáticaQUIMICA::FISICO-QUIMICAImobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimáticainfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/publishedVersion1328253078826782306600600-6794069463227071484reponame:Repositório Institucional da Universidade Federal de Alfenas - RiUnifalinstname:Universidade Federal de Alfenas (UNIFAL)instacron:UNIFALAversa, Isabella Fernandes SouzaLICENSElicense.txtlicense.txttext/plain; charset=utf-81987https://repositorio.unifal-mg.edu.br/bitstreams/8c0c7b41-17ae-4ce2-84b5-b55400593262/download31555718c4fc75849dd08f27935d4f6bMD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849https://repositorio.unifal-mg.edu.br/bitstreams/91fd5f29-7069-40d7-8e11-52e02975a705/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80https://repositorio.unifal-mg.edu.br/bitstreams/243d261d-cd01-4558-8821-3cf6055a8c11/downloadd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80https://repositorio.unifal-mg.edu.br/bitstreams/415af3d0-69ba-44de-a8f3-7a2331381755/downloadd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALDissertação de Isabella Fernandes Souza Aversa.pdfDissertação de Isabella Fernandes Souza Aversa.pdfapplication/pdf2350838https://repositorio.unifal-mg.edu.br/bitstreams/4ddba04f-5ad0-4582-8d0f-e75d10ff14f1/downloadeb4266bd73c441bd26a7fd28452d9cf0MD55TEXTDissertação de Isabella Fernandes Souza Aversa.pdf.txtDissertação de Isabella Fernandes Souza Aversa.pdf.txtExtracted texttext/plain103617https://repositorio.unifal-mg.edu.br/bitstreams/070b8cdb-5256-4b6e-ac44-c25d285e11ca/download923700a4e28c8a3447bae4c2075f703bMD58THUMBNAILDissertação de Isabella Fernandes Souza Aversa.pdf.jpgDissertação de Isabella Fernandes Souza Aversa.pdf.jpgGenerated Thumbnailimage/jpeg3260https://repositorio.unifal-mg.edu.br/bitstreams/d4c8be95-f7b0-4b05-8ce5-e088fce7d6df/download4e504fc76ae27567e035b3587a49d102MD57123456789/21222026-01-07 14:39:48.265http://creativecommons.org/licenses/by-nc-nd/4.0/open.accessoai:repositorio.unifal-mg.edu.br:123456789/2122https://repositorio.unifal-mg.edu.brRepositório InstitucionalPUBhttps://bdtd.unifal-mg.edu.br:8443/oai/requestrepositorio@unifal-mg.edu.bropendoar:2026-01-07T17:39:48Repositório Institucional da Universidade Federal de Alfenas - RiUnifal - Universidade Federal de Alfenas (UNIFAL)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 |
| dc.title.pt-BR.fl_str_mv |
Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática |
| title |
Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática |
| spellingShingle |
Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática Aversa, Isabella Fernandes Souza imobilização de enzimas Tripsina Nanopartículas superparamagnéticas Nanobiocatalisador Atividade enzimática QUIMICA::FISICO-QUIMICA |
| title_short |
Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática |
| title_full |
Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática |
| title_fullStr |
Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática |
| title_full_unstemmed |
Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática |
| title_sort |
Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática |
| author |
Aversa, Isabella Fernandes Souza |
| author_facet |
Aversa, Isabella Fernandes Souza |
| author_role |
author |
| dc.contributor.author.fl_str_mv |
Aversa, Isabella Fernandes Souza |
| dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/5842400772128330 |
| dc.contributor.advisor-co1.fl_str_mv |
Tavano, Olga Luisa |
| dc.contributor.referee1.fl_str_mv |
Lima, Leonardo Ramos Paes De |
| dc.contributor.referee2.fl_str_mv |
Machado, Poliana Aparecida Lopes |
| dc.contributor.advisor1.fl_str_mv |
Virtuoso, Luciano Sindra |
| dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/8783586812987880 |
| contributor_str_mv |
Tavano, Olga Luisa Lima, Leonardo Ramos Paes De Machado, Poliana Aparecida Lopes Virtuoso, Luciano Sindra |
| dc.subject.por.fl_str_mv |
imobilização de enzimas Tripsina Nanopartículas superparamagnéticas Nanobiocatalisador Atividade enzimática |
| topic |
imobilização de enzimas Tripsina Nanopartículas superparamagnéticas Nanobiocatalisador Atividade enzimática QUIMICA::FISICO-QUIMICA |
| dc.subject.cnpq.fl_str_mv |
QUIMICA::FISICO-QUIMICA |
| description |
Obtaining a nanobiocatalyst based on the direct interaction between superparamagnetic iron oxide nanoparticles (SPIONs) and porcine trypsin was investigated in the present work. Specifically, the physical adsorption of magnetic nanoparticles with trypsin was studied from the modulation of surface charges by controlling the pH of both the enzyme and the supporting nanomaterial. Nanoparticle- enzyme interaction was evaluated by experimental measurements of fluorescence and theoretical modeling. The results obtained showed that the immobilized material, under different pH conditions, showed 66.2, 67.1, and 75.4% of enzyme adsorption to the support at pH 4.0, 7.0, and 8.0, respectively. The enzyme activity recovered in each case was 31.84, 27.56, and 32.28%, respectively, in relation to the initial free trypsin activity. The catalytic efficiency was measured through the reaction involving the conversion of the substrate N-α-Benzoyl-DL-arginine-4-nitroaniline into the product p-nitroaniline monitored by UV-Vis spectrophotometry at a wavelength of 410 nm. The desorption studies showed by the analyzed techniques that after 5 washing cycles it was not possible to determine the desorption rate due to the values obtained being lower than the fluorescence detection limits (0.4 mg.mL -1 ). The reuse of immobilized Trypsin was tested over several cycles in catalytic processes using BapNA as substrate. The catalysis process occurred with an efficiency of approximately 88% until the second cycle, and the immobilized enzyme retained an efficiency of around 40% until the fourth cycle. In addition, the trypsin-nanoparticle interaction was also evaluated by fluorescence spectroscopy and the values of the thermodynamic parameters ∆�� �� = −31.5 kJ mol–1, ∆�� �� = 15.31 kJ mol–1, and ��∆�� �� = 32.99 kJ mol–1��–1 were found, which is consistent with the occurrence of predominantly ionic interactions. Immobilization of porcine trypsin on the surface of SPIONs was also computationally evaluated. The potential energy profile for the adsorption of porcine trypsin on the surface of the material was calculated and showed that the enzyme protonated at pH 8.0 can be more strongly adsorbed on the surface of the nanoparticles. It was also possible to verify that the enzyme adsorption rate increased significantly at pH 8.0, and at this same pH, the adsorption energy profile is more favorable and stable at smaller distances from the surface, indicating that a greater amount of enzyme can be adsorbed over SPIONs. |
| publishDate |
2022 |
| dc.date.accessioned.fl_str_mv |
2022-11-09T19:19:12Z |
| dc.date.issued.fl_str_mv |
2022-07-29 |
| dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
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info:eu-repo/semantics/publishedVersion |
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masterThesis |
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publishedVersion |
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AVERSA, Isabella Fernandes Souza. Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática. 2022. 63 f. Dissertação (Mestrado em Química) - Universidade Federal de Alfenas, Alfenas, MG, 2022. |
| dc.identifier.uri.fl_str_mv |
https://repositorio.unifal-mg.edu.br/handle/123456789/2122 |
| identifier_str_mv |
AVERSA, Isabella Fernandes Souza. Imobilização de tripsina suína em nanopartículas magnéticas: atividade e estabilidade enzimática. 2022. 63 f. Dissertação (Mestrado em Química) - Universidade Federal de Alfenas, Alfenas, MG, 2022. |
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https://repositorio.unifal-mg.edu.br/handle/123456789/2122 |
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por |
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por |
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info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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openAccess |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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application/pdf |
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Universidade Federal de Alfenas |
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Programa de Pós-Graduação em Química |
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UNIFAL-MG |
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Brasil |
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Instituto de Química |
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Universidade Federal de Alfenas |
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Repositório Institucional da Universidade Federal de Alfenas - RiUnifal |
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https://repositorio.unifal-mg.edu.br/bitstreams/8c0c7b41-17ae-4ce2-84b5-b55400593262/download https://repositorio.unifal-mg.edu.br/bitstreams/91fd5f29-7069-40d7-8e11-52e02975a705/download https://repositorio.unifal-mg.edu.br/bitstreams/243d261d-cd01-4558-8821-3cf6055a8c11/download https://repositorio.unifal-mg.edu.br/bitstreams/415af3d0-69ba-44de-a8f3-7a2331381755/download https://repositorio.unifal-mg.edu.br/bitstreams/4ddba04f-5ad0-4582-8d0f-e75d10ff14f1/download https://repositorio.unifal-mg.edu.br/bitstreams/070b8cdb-5256-4b6e-ac44-c25d285e11ca/download https://repositorio.unifal-mg.edu.br/bitstreams/d4c8be95-f7b0-4b05-8ce5-e088fce7d6df/download |
| bitstream.checksum.fl_str_mv |
31555718c4fc75849dd08f27935d4f6b 4afdbb8c545fd630ea7db775da747b2f d41d8cd98f00b204e9800998ecf8427e d41d8cd98f00b204e9800998ecf8427e eb4266bd73c441bd26a7fd28452d9cf0 923700a4e28c8a3447bae4c2075f703b 4e504fc76ae27567e035b3587a49d102 |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 MD5 MD5 |
| repository.name.fl_str_mv |
Repositório Institucional da Universidade Federal de Alfenas - RiUnifal - Universidade Federal de Alfenas (UNIFAL) |
| repository.mail.fl_str_mv |
repositorio@unifal-mg.edu.br |
| _version_ |
1859830894633680896 |