Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniques

Detalhes bibliográficos
Ano de defesa: 2025
Autor(a) principal: Cardozo, Gabriel Conishi
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: eng
Instituição de defesa: Biblioteca Digitais de Teses e Dissertações da USP
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: https://www.teses.usp.br/teses/disponiveis/43/43134/tde-23092025-105420/
Resumo: The formation of amyloid fibrils by proteins has been extensively studied and more recently, amyloid-like fibril structures have been observed for single metabolites, including amino acids such as tryptophan (Trp), phenylalanine (Phe), and tyrosine(Tyr). These newly identified ordered aggregates exhibit several hallmarks of protein-derived amyloid fibrils, including electron diffraction patterns, binding to fluorescence probes, cytotoxicity, and a possible link to disease. Despite advances in understanding the formation of these self-assembled structures, there remains a lack of experimental techniques capable of directly detecting the involved intermolecular interactions in a time-dependent manner. In this work, we show that a low-cost and label-free methodology based on surface-enhanced Raman scattering (SERS) enables direct probing of these interactions during the self-assembly process. Using this approach, we first investigated the kinetics of Trp self-assembly in pure water. We detected directly, at the molecular level, the formation of hydrogen bonds, -stacking, and hydrophobic interactions. Hydrogen bonds were evidenced since the first day of self-assembly by changes in the relative Raman intensities of bands at 1638, 1422, and 1039 cm1, with the main vibrational contributions attributed to the carboxylate and amino groups. These changes indicate the formation of initial dimers, tetramers, or even higher-order supramolecular structures. The bands at 1638 and at 1039 cm1 were absent in the monomeric Trp spectrum and could therefore be considered as SERS markers of amyloid-like fibril. After the first day of self-assembly, several spectral changes correlated to perturbations of the -electron system were also observed. Among these are the splitting of the band at 492 cm1 and the downshifts of the bands at 860 and 1230 cm1. These spectral changes were reproduced in a calculated dimer forming a - interaction. Furthermore, these and other observed spectral changes (a decrease in the band at 760 cm1 and shifts in the Fermi doublet components) have also been previously correlated in the literature with -, CH-, and cation- interactions. Finally, a subtle change in the Fermin doublet intensity ratio was also observed during the self-assembly process. The observed change is a well-established indicator that the hydrophobicity of the local environment in the indole ring is increasing. Taken together with the -system related markers, these findings suggest the formation of higher ordered Trp clusters mediated by - and CH- interactions, leading to the development of hydrophobic regions. We then extend the methodology to the study of the amyloid-like fibril formation of Trp in phosphate-buffered saline (PBS), a medium often considered inert in such studies. The results revealed markedly different and faster aggregation kinetics, suggesting the formation of structurally distinct aggregate structures in buffer compared to those obtained in pure water. Although additional studies are necessary to fully elucidate the effect of the buffer on the modulation of the aggregation pathways, some spectral changes suggest that, in its presence, Trp may be involved in cation- interactions that modulate the pi-stacking interactions during fibril formation. This could lead to tightly packed Trp indole groups within the supramolecular structure. This hypothesis is supported by the decrease in the intensity of the band at 760 cm1 , and the emergence of new bands at 722 and 734 cm1 . Similar spectral changes have been scarcely observed in the literature, but were correlated with interactions involving the -electron system. Additionally, other -interaction markers were also observed to change, such as shifts in the band at 1230 cm1 and in the Fermi doublet. Even though the interpretation of other spectral changes still requires refinement, our results demonstrate the capability and potential of Raman-based techniques to probe metabolite self-assembly at the molecular level under different physicochemical conditions.
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spelling Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniquesSondando a cinética da automontagem de triptofano usando espalhamento Raman intensificado por superfície e outras técnicas biofísicasamyloid fibrilsautomontagemfibras amiloidesRamanRamanself-assemblingSERSSERStriptofanotryptophanThe formation of amyloid fibrils by proteins has been extensively studied and more recently, amyloid-like fibril structures have been observed for single metabolites, including amino acids such as tryptophan (Trp), phenylalanine (Phe), and tyrosine(Tyr). These newly identified ordered aggregates exhibit several hallmarks of protein-derived amyloid fibrils, including electron diffraction patterns, binding to fluorescence probes, cytotoxicity, and a possible link to disease. Despite advances in understanding the formation of these self-assembled structures, there remains a lack of experimental techniques capable of directly detecting the involved intermolecular interactions in a time-dependent manner. In this work, we show that a low-cost and label-free methodology based on surface-enhanced Raman scattering (SERS) enables direct probing of these interactions during the self-assembly process. Using this approach, we first investigated the kinetics of Trp self-assembly in pure water. We detected directly, at the molecular level, the formation of hydrogen bonds, -stacking, and hydrophobic interactions. Hydrogen bonds were evidenced since the first day of self-assembly by changes in the relative Raman intensities of bands at 1638, 1422, and 1039 cm1, with the main vibrational contributions attributed to the carboxylate and amino groups. These changes indicate the formation of initial dimers, tetramers, or even higher-order supramolecular structures. The bands at 1638 and at 1039 cm1 were absent in the monomeric Trp spectrum and could therefore be considered as SERS markers of amyloid-like fibril. After the first day of self-assembly, several spectral changes correlated to perturbations of the -electron system were also observed. Among these are the splitting of the band at 492 cm1 and the downshifts of the bands at 860 and 1230 cm1. These spectral changes were reproduced in a calculated dimer forming a - interaction. Furthermore, these and other observed spectral changes (a decrease in the band at 760 cm1 and shifts in the Fermi doublet components) have also been previously correlated in the literature with -, CH-, and cation- interactions. Finally, a subtle change in the Fermin doublet intensity ratio was also observed during the self-assembly process. The observed change is a well-established indicator that the hydrophobicity of the local environment in the indole ring is increasing. Taken together with the -system related markers, these findings suggest the formation of higher ordered Trp clusters mediated by - and CH- interactions, leading to the development of hydrophobic regions. We then extend the methodology to the study of the amyloid-like fibril formation of Trp in phosphate-buffered saline (PBS), a medium often considered inert in such studies. The results revealed markedly different and faster aggregation kinetics, suggesting the formation of structurally distinct aggregate structures in buffer compared to those obtained in pure water. Although additional studies are necessary to fully elucidate the effect of the buffer on the modulation of the aggregation pathways, some spectral changes suggest that, in its presence, Trp may be involved in cation- interactions that modulate the pi-stacking interactions during fibril formation. This could lead to tightly packed Trp indole groups within the supramolecular structure. This hypothesis is supported by the decrease in the intensity of the band at 760 cm1 , and the emergence of new bands at 722 and 734 cm1 . Similar spectral changes have been scarcely observed in the literature, but were correlated with interactions involving the -electron system. Additionally, other -interaction markers were also observed to change, such as shifts in the band at 1230 cm1 and in the Fermi doublet. Even though the interpretation of other spectral changes still requires refinement, our results demonstrate the capability and potential of Raman-based techniques to probe metabolite self-assembly at the molecular level under different physicochemical conditions.A formação de fibras amiloides por proteínas tem sido um tópico muito estudado. Recentemente, a formação de estruturas semelhantes a amiloides também foi observada para metabólitos individuais, incluindo aminoácidos como triptofano (Trp), fenilalanina (Phe) e tirosina (Tyr). Esses agregados exibem várias características típicas das fibras amiloides de proteínas, incluindo padrões de difração de elétrons, afinidade com sondas fluorescentes, citotoxicidade e até possíveis associações com doenças. Apesar dos avanços na compreensão da formação dessas estruturas auto-organizadas, ainda existe uma escassez de técnicas capazes de detectar experimentalmente as interações intermoleculares envolvidas de forma dependente do tempo. Neste trabalho, mostramos que uma metodologia de baixo custo e sem marcadores, baseada em espalhamento Raman intensificado por superfície (SERS), possibilita a investigação direta dessas interações durante o processo de automontagem. Usando essa abordagem, investigamos primeiramente a cinética de automontagem do Trp em água pura. Detectamos diretamente, em nível molecular, a formação de ligações de hidrogênio, -stacking e interações hidrofóbicas. Ligações de hidrogênio foram evidenciadas desde o primeiro dia de automontagem por alterações nas intensidades relativas das bandas em 1638, 1422 e 1039 cm-1, com contribuições atribuídas aos grupos carboxila e amino. Essas alterações indicam a formação de dímeros, tetrâmeros ou estruturas de ordem superior. As bandas em 1638 e 1039 cm-1 estavam ausentes no espectro do Trp monomérico e podem ser consideradas marcadores SERS de fibras tipo-amiloides. Após o primeiro dia de automontagem, diversas mudanças espectrais correlacionadas a perturbações do sistema de elétrons- também foram observadas. Entre elas estão a divisão da banda em 492 cm-1 e os deslocamentos para menores frequências das bandas em 860 e 1230 cm-1. Essas mudanças espectrais foram reproduzidas em um dímero calculado formando interação -. Além disso, essas e outras alterações (como a diminuição da banda em 760 cm-1 e deslocamentos nos componentes do dupleto de Fermi) também foram previamente correlacionadas na literatura a interações -, CH- e cátion-. Por fim, uma mudança na razão das intensidades do dupleto de Fermi também foi observada. A alteração é um marcador estabelecido de que a hidrofobicidade do ambiente local no anel índole está aumentando. Em conjunto com os marcadores relacionados ao sistema , isso aponta para a formação de agregados de Trp mediados por interações - e CH-, levando à formação de regiões hidrofóbicas. Em seguida, estendemos a metodologia para o estudo da formação de fibras tipo-amiloides de Trp em solução tampão fosfato salina (PBS), frequentemente considerada inerte. Os resultados revelaram uma cinética de agregação diferente e mais rápida, sugerindo a formação de estruturas distintas em relação à água pura. Embora estudos adicionais sejam necessários para entender melhor o efeito do tampão na modulação das vias de agregação, algumas alterações espectrais sugerem que o Trp pode neste caso estar envolvido em interações cátion- que modulam as interações de empilhamento- durante a formação das fibras. Isso poderia levar a uma estrutura supramolecular com os anéis índole compactados. Essa hipótese é apoiada pela diminuição da intensidade da banda em 760 cm-1 e pelo surgimento de novas bandas em 722 e 734 cm-1. Alterações espectrais semelhantes foram raramente observadas na literatura, mas foram correlacionadas a interações envolvendo o sistema de elétrons-. Além disso, outros marcadores de interação- também foram observados em alteração, como deslocamentos da banda em ~ 1230 cm-1 e do dupleto de Fermi. Embora a interpretação de outras alterações espectrais ainda precise ser refinada, nossos resultados demonstram a capacidade e o potencial de técnicas baseadas em Raman para investigar a automontagem de metabólitos, a nível molecular, sob diferentes condições físico-químicas.Biblioteca Digitais de Teses e Dissertações da USPGarcés, Erix Alexander MilánCardozo, Gabriel Conishi2025-09-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/43/43134/tde-23092025-105420/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2025-09-23T15:33:01Zoai:teses.usp.br:tde-23092025-105420Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212025-09-23T15:33:01Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniques
Sondando a cinética da automontagem de triptofano usando espalhamento Raman intensificado por superfície e outras técnicas biofísicas
title Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniques
spellingShingle Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniques
Cardozo, Gabriel Conishi
amyloid fibrils
automontagem
fibras amiloides
Raman
Raman
self-assembling
SERS
SERS
triptofano
tryptophan
title_short Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniques
title_full Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniques
title_fullStr Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniques
title_full_unstemmed Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniques
title_sort Probing the kinetics of tryptophan self-assembly with surface-enhanced Raman scattering and other biophysical techniques
author Cardozo, Gabriel Conishi
author_facet Cardozo, Gabriel Conishi
author_role author
dc.contributor.none.fl_str_mv Garcés, Erix Alexander Milán
dc.contributor.author.fl_str_mv Cardozo, Gabriel Conishi
dc.subject.por.fl_str_mv amyloid fibrils
automontagem
fibras amiloides
Raman
Raman
self-assembling
SERS
SERS
triptofano
tryptophan
topic amyloid fibrils
automontagem
fibras amiloides
Raman
Raman
self-assembling
SERS
SERS
triptofano
tryptophan
description The formation of amyloid fibrils by proteins has been extensively studied and more recently, amyloid-like fibril structures have been observed for single metabolites, including amino acids such as tryptophan (Trp), phenylalanine (Phe), and tyrosine(Tyr). These newly identified ordered aggregates exhibit several hallmarks of protein-derived amyloid fibrils, including electron diffraction patterns, binding to fluorescence probes, cytotoxicity, and a possible link to disease. Despite advances in understanding the formation of these self-assembled structures, there remains a lack of experimental techniques capable of directly detecting the involved intermolecular interactions in a time-dependent manner. In this work, we show that a low-cost and label-free methodology based on surface-enhanced Raman scattering (SERS) enables direct probing of these interactions during the self-assembly process. Using this approach, we first investigated the kinetics of Trp self-assembly in pure water. We detected directly, at the molecular level, the formation of hydrogen bonds, -stacking, and hydrophobic interactions. Hydrogen bonds were evidenced since the first day of self-assembly by changes in the relative Raman intensities of bands at 1638, 1422, and 1039 cm1, with the main vibrational contributions attributed to the carboxylate and amino groups. These changes indicate the formation of initial dimers, tetramers, or even higher-order supramolecular structures. The bands at 1638 and at 1039 cm1 were absent in the monomeric Trp spectrum and could therefore be considered as SERS markers of amyloid-like fibril. After the first day of self-assembly, several spectral changes correlated to perturbations of the -electron system were also observed. Among these are the splitting of the band at 492 cm1 and the downshifts of the bands at 860 and 1230 cm1. These spectral changes were reproduced in a calculated dimer forming a - interaction. Furthermore, these and other observed spectral changes (a decrease in the band at 760 cm1 and shifts in the Fermi doublet components) have also been previously correlated in the literature with -, CH-, and cation- interactions. Finally, a subtle change in the Fermin doublet intensity ratio was also observed during the self-assembly process. The observed change is a well-established indicator that the hydrophobicity of the local environment in the indole ring is increasing. Taken together with the -system related markers, these findings suggest the formation of higher ordered Trp clusters mediated by - and CH- interactions, leading to the development of hydrophobic regions. We then extend the methodology to the study of the amyloid-like fibril formation of Trp in phosphate-buffered saline (PBS), a medium often considered inert in such studies. The results revealed markedly different and faster aggregation kinetics, suggesting the formation of structurally distinct aggregate structures in buffer compared to those obtained in pure water. Although additional studies are necessary to fully elucidate the effect of the buffer on the modulation of the aggregation pathways, some spectral changes suggest that, in its presence, Trp may be involved in cation- interactions that modulate the pi-stacking interactions during fibril formation. This could lead to tightly packed Trp indole groups within the supramolecular structure. This hypothesis is supported by the decrease in the intensity of the band at 760 cm1 , and the emergence of new bands at 722 and 734 cm1 . Similar spectral changes have been scarcely observed in the literature, but were correlated with interactions involving the -electron system. Additionally, other -interaction markers were also observed to change, such as shifts in the band at 1230 cm1 and in the Fermi doublet. Even though the interpretation of other spectral changes still requires refinement, our results demonstrate the capability and potential of Raman-based techniques to probe metabolite self-assembly at the molecular level under different physicochemical conditions.
publishDate 2025
dc.date.none.fl_str_mv 2025-09-15
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 https://www.teses.usp.br/teses/disponiveis/43/43134/tde-23092025-105420/
url https://www.teses.usp.br/teses/disponiveis/43/43134/tde-23092025-105420/
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv
dc.rights.driver.fl_str_mv Liberar o conteúdo para acesso público.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Liberar o conteúdo para acesso público.
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv
dc.publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
dc.source.none.fl_str_mv
reponame:Biblioteca Digital de Teses e Dissertações da USP
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Biblioteca Digital de Teses e Dissertações da USP
collection Biblioteca Digital de Teses e Dissertações da USP
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)
repository.mail.fl_str_mv virginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.br
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