Rumo à convergência de tecnologias: de sensores e biossensores à visualização de informação e aprendizado de máquina para análise de dados em diagnóstico clínico

• Processo: 18/22214-6
• Modalidade de apoio: Auxílio à Pesquisa - Temático
• Data de Início da vigência: 01 de março de 2020
• Data de Término da vigência: 28 de fevereiro de 2025
• Área do conhecimento: Ciências Exatas e da Terra - Física - Física da Matéria Condensada
• Pesquisador responsável: Osvaldo Novais de Oliveira Junior
• Beneficiário: Osvaldo Novais de Oliveira Junior
• Instituição Sede: Instituto de Física de São Carlos (IFSC). Universidade de São Paulo (USP). São Carlos , SP, Brasil
• Pesquisadores principais: Carlos José Leopoldo Constantino ; Daniel Souza Corrêa ; Debora Goncalves ; Frank Nelson Crespilho ; Luiz Henrique Capparelli Mattoso ; Maria Cristina Ferreira de Oliveira ; Odemir Martinez Bruno
• Pesquisadores associados: Cibely da Silva Martin Sonvesso ; Daniel Souza Corrêa ; Debora Terezia Balogh ; Frank Nelson Crespilho ; Giovana Rampazzo Teixeira ; Karina Alves de Toledo ; Lucas Correia Ribas ; Luciano Caseli ; Matias Eliseo Melendez ; Pedro Henrique Benites Aoki ; Priscila Alessio Constantino ; Vinicius de Lima Vazquez ; Wallance Moreira Pazin
• Auxílio(s) vinculado(s): 23/01567-6 - Microagulhas compósitas condutoras fabricadas por impressão 3D e aplicações em biossensores vestíveis, AP.R; 23/03343-8 - Eletrofiação e nanofibras: fundamentos e aplicações, PUB.LVR.BR; 23/00850-6 - Desenvolvimento de biossensores nanoestruturados para diagnóstico de biomarcadores de desordens mentais, AP.R; + mais auxílios vinculados 22/14229-9 - Projeto e Desenvolvimento de Metassuperfícies Flexíveis para Aplicações em Biossensoriamento e Telecomunicações, AV.BR; 21/11017-8 - Nanotecnologia aplicada a polímeros, PUB.LVR.BR; 20/12404-2 - EMU concedido no processo 2018/22214-6, STM-in situ com Eletroquímica, AP.EMU - menos auxílios vinculados
• Bolsa(s) vinculada(s): 24/06362-6 - Bioe-tongue: atuação no diagnóstico precoce do câncer de pâncreas via análise do biomarcador ca19-9 em amostras de sangue, urina e saliva, BP.DR; 24/05393-5 - Desenvolvimento de sensor biodegradável para detecção de mercúrio em diferentes ambientes, BP.IC; 24/06740-0 - Desenvolvimento de materiais porosos empregando impressão 3D visando à detecção e remoção de poluentes emergentes., BP.DR; + mais bolsas vinculadas 24/08698-1 - Desenvolvimento de biossensor eletroquímico baseado em anticorpos a base de fibra de carbono como estratégia para diagnóstico de hipogonadismo., BP.IC; 24/01744-8 - Aprendizado de representações multivisão para análise de imagens com aplicações em biossensores, BP.MS; 24/07777-5 - Implicações da carga superficial das nanopartículas lipídicas carreadoras de curcumina em vesículas unilamelares gigantes utilizadas como modelos de membrana, BP.IC; 24/09875-4 - Interações moleculares dos flavonoides Jaceosidin e Kaempferol 7 O-neohesperidoside em sistemas modelos de membrana celular, extraídas de células HEp-2, BP.IC; 24/14742-3 - Desenvolvimento de nanofibras eletrofiadas híbridas para aplicações em sensores visando detecção de contaminantes em amostras reais, BP.PD; 24/07241-8 - Análise de texturas em imagens de sensores para diagnóstico de doenças: um estudo sobre transformadas baseadas em redes complexas, BP.IC; 23/08858-6 - Desenvolvimento de (bio)sensores miniaturizados e descartáveis para o monitoramento de doenças zoonóticas, BP.PD; 24/02727-0 - Autômato de rede diferenciável para otimização com gradiente descendente, BP.MS; 23/18367-0 - Detecção de microplásticos na presença de corantes sintéticos utilizando substratos SERS à base de celulose e nanopartículas de prata, BP.DR; 24/01272-9 - Avaliação da modulação das atividades microbicida e tumoricida dos neutrófilos após contato com nanopartículas de ouro recobertas com sílica (AuSHINs), BP.IC; 24/03514-0 - Avaliação dos mecanismos pelos quais Jaceosidin e Kaempferol 7 O-neohesperidoside inibem a replicação do Vírus Sincicial Respiratório Humano (hRSV), BP.IC; 23/17020-6 - Bioeletroquímica e Técnicas In-Situ em Bioeletrodos Estáveis: Um Enfoque na Catálise de Moléculas Pequenas por Enzimas, BP.MS; 24/00432-2 - Propriedades fotofísicas do composto alizarina e seu potencial uso como fotossensibilizador na terapia fotodinâmica, BP.IC; 23/16725-6 - Desenvolvimento de substratos SERS sustentáveis para remoção e detecção de corantes alimentícios sintéticos em meio aquoso, BP.DD; 23/12966-9 - Interação de uridinas alquiladas com modelos de membranas biológicas, BP.DR; 23/09856-7 - Sensores colorimétricos para detecção de aflatoxinas, BP.PD; 23/17301-5 - Interações Moleculares do flavonoide Baicaleína em Modelos de Membrana Celular Derivados de Células Cancerosas A375e HEp-2, BP.IC; 24/00313-3 - Avaliação da interação entre nanodiamantes funcionalizados e modelos miméticos de membrana celular de bactérias gram-positivas e gram-negativas, BP.IC; 23/10098-0 - Explorando o grafeno induzido por laser e o efeito SERS no desenvolvimento de sensores sustentáveis, BP.PD; 23/12690-3 - Adsorção de disruptores endócrino Bisfenol-A e 17-alfa-etinilestradiol em microplásticos e implicações na citotoxicidade, BP.IC; 23/13811-9 - Estudo da interação entre o envelope do SARS-CoV-2 e a membrana da célula hospedeira usando modelos miméticos, BP.PD; 23/14758-4 - Avaliação do potencial anti-hRSV dos flavonoides carpachromene e chalcona C7, BP.IC; 23/06432-1 - Embalagens ativas e inteligentes para alimentos: novas abordagens de desenvolvimento baseadas no reaproveitamento de subprodutos da indústria de alimentos., BP.PD; 23/08862-3 - Sensores com nanocompósitos de polissulfetos para detectar mercúrio, BP.PD; 23/10087-8 - Estudo multianalítico de rochas de plástico e microplástico nas ilhas oceânicas brasileiras: avanços com a integração de micro-Raman e análise de dados, BP.PD; 23/12454-8 - Efeitos do pesticida glifosato sobre sistemas miméticos da membrana plasmática, BP.IC; 23/14217-3 - Efeitos do Agroquímico Etefon sobre Sistemas Miméticos da Membrana Plasmática, BP.IC; 23/12756-4 - Síntese e aplicação de nanopartículas funcionalizadas como plataformas sensoriais e sondas de imagem, BP.TT; 23/04196-9 - Desenvolvimento de substratos SERS e GERS para otimizar a detecção in situ de mistura de pesticidas, BP.DR; 23/08058-0 - Aplicação de Processos Oxidativos Avançados na Síntese de tintas de PEDOT:PSS Altamente Condutoras, BP.IC; 23/10442-2 - Aprendizado profundo para reconhecimento de padrões em dados multissensores e multidimensionais, BP.PD; 23/07185-8 - Interação do ácido mirsinóico com modelos de membrana usando monocamadas de Langmuir, BP.IC; 23/02743-2 - Efeitos dos flavonóides Jaceosidin e Kaempferol 7 O-neohesperidoside na inibição do Vírus Sincicial Respiratório Humano (hRSV)., BP.IC; 23/03986-6 - Interações moleculares dos flavonoides sophoricoside e pinobanksin em sistemas modelos de membrana celular, extraídas de células A375 e HEp-2., BP.IC; 22/05316-5 - Desenvolvimento de biomateriais poliméricos funcionais visando à regeneração e cicatrização tecidual, BP.DR; 23/04976-4 - Imobilização de óxido de grafeno e lacase em filmes de Langmuir-Blodgett de lipídios: possível aplicação para biossensores para compostos fenólicos, BP.IC; 23/01305-1 - Encapsulação do composto majoritário da própolis verde, Artepillin C, em nanopartículas lipídicas sólidas, BP.IC; 23/05379-0 - Uso de carreadores lipídicos nanoestruturados como estratégia para aumento da biodisponibilidade da Artepillin C, BP.IC; 23/00291-7 - Efeitos do corante alimentício Allura Red AC em sistemas miméticos da estrutura lipídica da membrana de células do trato gastrointestinal, BP.IC; 22/15310-4 - Avaliação do efeito citotóxico cumulativo de agrotóxicos aplicados em lavouras de cana-de-açúcar em células derivadas de carcinoma pulmonar humano (A549), BP.IC; 22/15840-3 - Análise de texturas baseada em redes neurais randomizadas com aplicações em diagnóstico de doenças, BP.IC; 22/08651-0 - Avaliação da experiência de usuário na interação com sistemas de analítica visual, BP.PD; 22/03668-1 - Análise do Comportamento Dinâmico de Sistemas Complexos e Redes Neurais Artificiais em Visão Computacional e Inteligência Artificial, BP.DR; 22/02768-2 - Inversores Complementares Impressos a Base de Transistores Eletroquímicos Orgânicos, BP.DR; 22/02703-8 - Nanomateriais 1d e 2d funcionalizados aplicados em sensores químicos visando à detecção de poluentes emergentes., BP.PD; 22/03758-0 - Dispositivo eletroquímico duplo e integrado para detecção multiplexada de biomarcadores, BP.PD; 22/09686-1 - Nanomateriais híbridos aplicados em plataformas sensoriais portáteis., BP.PD; 20/15095-0 - Biossensores contendo filmes poliméricos com incorporação controlada de nanopartículas metálicas para aplicações em saúde, BP.PD; 22/06218-7 - Extração de Informações Biológicas de redes a partir de medidas topológicas, BP.MS; 21/13260-7 - Nanofibras inteligentes funcionalizadas com pigmentos naturais: uma nova abordagem para o monitoramento da qualidade de alimentos, BP.PD; 21/14992-1 - Obtenção de membranas nanocompósitas de PCL/PMMA/zeólita para aplicação como sensor químico para detecção de resíduos de polifenóis da indústria cafeeira, BP.PD; 22/04241-1 - Filmes de Langmuir-Blodgett da enzima lacase para detecção de derivados fenólicos, BP.DR; 21/15084-1 - Interação de acetogeninas naturais com atividade biológica em modelos de membrana na interface ar-água, BP.DD; 22/04020-5 - Otimização da detecção do fungicida carbendazim via espalhamento SERS: desempenho de equipamentos de bancada x portátil & substratos líquido x sólido, BP.MS; 22/01935-2 - Padrões e pseudo-aleatoriedade em mapas iterativos em regime caótico, BP.MS; 20/16166-9 - Desenvolvimento da biotecnologia aplicada ao carcinoma prostático com a utilização de nanopartículas carreadoras do quimioterápico docetaxel associado a treinamento físico aeróbio, BP.DR; 21/14500-1 - Em direção a convergência das terapias fotodinâmica (TFD) e fototérmica (TFT) em cultivo in vitro de células derivadas de melanoma, BP.DR; 21/14020-0 - Fotossensibilização de sistemas modelos de carcinoma colorretal mediada pelo xantênico Rosa de Bengala, BP.MS; 21/11058-6 - Modelo de aprendizado ativo com redes neurais para aplicações de rotulagem custosa, BP.IC; 22/00935-9 - Mecanismos moleculares de interação do flavonoide quercetina em sistemas modelos de membrana celular extraídas de células cancerosas A549 e HEp-2, BP.IC; 20/15185-0 - Nanopartículas lipídicas para encapsulação e carreamento de produtos naturais: métodos de preparo, comparação e otimização, BP.PD; 21/07289-2 - Aprendizado de representações usando redes neurais artificiais e redes complexas com aplicações em sensores e biossensores, BP.PD; 21/11344-9 - Avaliação da citotoxicidade de agrotóxicos empregados em lavouras de cana-de-açúcar no cultivo in vitro de células derivadas de hepatocarcinoma humano (HepG2), BP.IC; 21/05460-6 - Detecção de contaminantes emergentes em meio aquoso via espalhamento Raman amplificado em superfície (SERS), BP.MS; 20/11803-0 - Biossensores para dupla detecção de SARS-CoV-2 combinando SERS e impedância eletroquímica, BP.PD; 21/12050-9 - Foto-oxidação de filmes de Langmuir como sistemas miméticos de membrana pulmonar humana mediada pela ftalocianina de alumínio-cloro, BP.IC; 21/10911-7 - Bioconjugados nanoestruturados aplicados em imunoensaios de Dengue e COVID-19, BP.IC; 21/01161-4 - Detecção de pesticidas organofosforados usando, simultaneamente, transistores de efeito de campo com eletrólito no gate (EGFETs) e SERS, BP.PD; 20/15571-7 - Encapsulamento de complexos de rutênio com atividade antitumoral em derivados de calixareno: estudo de carreamento de fármacos e modelos de membrana celular, BP.PD; 21/05665-7 - Desenvolvimento de superfícies de Van der Waals para aplicação em biodispositivos, BP.PD; 20/15098-0 - Bioeletrossíntese de compostos com valor agregado a partir do nitrogênio e dióxido de carbono atmosféricos, BP.DR; 21/02746-6 - Espalhamento Raman Amplificado em Superfície (SERS): detecção de agrotóxicos e mecanismos de adsorção, BP.IC; 20/10048-4 - Desenvolvimento de sensores vestíveis baseados em nanomateriais visando à detecção de doenças fúngicas em plantas, BP.DR; 20/15854-9 - Modulando reações fotoquímicas em monocamadas lipídicas de Escherichia coli com mecanismos de inserção dos fotossensibilizadores eosina decil éster e azul de toluidina-O, BP.MS; 20/04796-8 - Estudos in situ e operando de metaloenzimas para conversão de energia e bioeletrossíntese de combustíveis, BP.PD; 20/12129-1 - Imunoensaio para diagnóstico da COVID-19 usando espectroscopia de espalhamento Raman amplificado em superfície (SERS), BP.PD; 20/16269-2 - Desenvolvimento de sensores baseados em substrato flexível para detecção de pesticidas via SERS, BP.PD; 19/22799-7 - Explorando o potencial de nanopartículas de biopolímeros com extratos de frutas para controle de patógenos alimentares, BP.PD; 20/14946-7 - Desenvolvimento de nanofibras híbridas eletrofiadas para aplicações em sensores visando detecção de contaminantes em amostras reais, BP.PD; 19/26622-4 - Desenvolvimento de curativos nanoestruturados contendo agentes antimicrobianos visando aplicações de engenharia de tecido em bovinos, BP.PD; 20/10724-0 - Dinâmica de biomoléculas em superfícies sólidas utilizando espectromicroscopia, BP.IC; 20/06577-1 - Desenvolvimento de sistemas híbridos contendo microfibras de celulose e nanopartículas de ouro visando a remoção e a detecção (via sers) de contaminantes emergentes em meio aquoso, BP.PD; 20/10752-3 - Espalhamento Raman Amplificado em Superfície (SERS) aplicado à detecção de pesticida, BP.IC; 20/10946-2 - Vesículas unilamelares gigantes como modelos de membrana para análise de interação com pesticidas, BP.IC; 19/26375-7 - Estudo das propriedades termoeléctricas do polímero NDI-2Tz e sua aplicação em um microgerador termoelétrico, BP.PD; 20/02938-0 - Padrões coloridos baseados em cristais fotônicos bioinspirados para aplicações mecanocromáticas, BP.PD; 19/13514-9 - Sensores eletroquímicos com matriz contendo pontos quânticos ou nanofitas de grafeno para detecção de biomarcadores, BP.PD; 17/21791-7 - Desenvolvimento de biossensores eletroquímicos e colorimétricos para a detecção de micotoxinas, BP.PD; 18/18953-8 - Filmes nanoestruturados aplicados em biossensores microfluídicos para detecção de mastite bacteriana, BP.PD; 18/14692-5 - Terapia fototérmica mediada por nanopartículas de ouro: de sistemas modelos de biomembranas ao cultivo in vitro de células tumorais, BP.PD; 17/15019-0 - Combinação das técnicas de microscopia de fluorescência confocal e espalhamento micro-Raman amplificado em superfície (SERS): interação, detecção e quantificação de moléculas de interesse em sistemas biomiméticos., BP.PD; 18/07860-9 - Desenvolvimento de filamentos nanocompósitos poliméricos com propriedades anti-inflamatórias para impressão 3D como substituintes ósseos, BP.PD; 17/20973-4 - Nanofibras eletrofiadas coaxiais à base de quitosana para a liberação controlada de antibióticos e aplicações no tratamento de lesões periodontais, BP.PD; 17/18725-2 - Nanofibras híbridas com estruturas núcleo-casca e Janus obtidas por fiação por sopro em solução, BP.PD; 16/23793-4 - Desenvolvimento de sensores nanoestruturados visando a detecção de compostos voláteis indicadores da qualidade de alimentos, BP.PD; 16/01919-6 - Design e fabricação de dispositivos flexíveis nanoestruturados para detecção de biomarcadores, BP.PD; 14/23546-1 - Sensores sensíveis e seletivos fabricados com nanofios de óxido de Ni e Zn, BP.PD - menos bolsas vinculadas
• Assunto(s): Diagnóstico de câncer Diagnóstico precoce Visualização de informação Microfluídica Técnicas biossensoriais Nanofilmes Filmes finos Aprendizado computacional
• Palavra(s)-Chave do Pesquisador: Cancer Diagnosis | Information Visualization | microfluidics | nanostructured films | Sensors and Biosensors | biossensores e filmes finos para diagnóstico

Resumo

Grandes desafios, como a fabricação de dispositivos sensores para diagnóstico precoce de câncer e detecção de contaminação de alimentos / água, só podem ser abordados com esforços conjuntos em pesquisas multidisciplinares. Problemas selecionados dentro dos desafios acima serão abordados neste projeto por uma equipe multiinstitucional de físicos, químicos, engenheiros, médicos e cientistas da computação, com dois tópicos unificadores: fabricação e caracterização de filmes nanoestruturados, particularmente aqueles de interesse biológico, e dados avançados. métodos de análise. Mais especificamente, vários tipos de filmes nanoestruturados serão empregados em sensoriamento e biosensing. Um dos principais objetivos em tais estudos é alcançar a compreensão em nível molecular dos mecanismos responsáveis pelas características sensoriais, incluindo efeitos de interface para projetar baterias orgânicas para fornecer energia em biossensores implantáveis. Este tipo de pesquisa básica é essencial para o design de novos materiais e ferramentas para diagnóstico e terapia. As aplicações pretendidas para os dispositivos também são diversas, concentrando-se principalmente no diagnóstico precoce do câncer, na detecção de contaminação de alimentos e água e no monitoramento do meio ambiente. Especial ênfase será colocada na fabricação de dispositivos de baixo custo, não apenas com novos materiais, mas também explorando metodologias como a microfluídica, em uma tentativa de produzir tecnologia que deve ser passível de transferência, por ex. para testes em um hospital de câncer. As enormes quantidades de dados gerados com sensores, biosensores e imagens serão processados com métodos estatísticos e computacionais, incluindo visualização de informação e aprendizado de máquina. Isso representará um passo em direção ao diagnóstico assistido por computador, através do qual dados de naturezas distintas são analisados dentro de uma estrutura comum. (AU)

Publicações científicas

(339)

(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)

LUCAS, FRANCELLY E.; MARIETTA, ALEXANDRE; NOBUYASU, ROBERTO S.; DE ARAUJO, JOAO V. G.; DE SOUZA, GABRIEL A.; LOPES, RAFAEL; OLIVEIRA JR, OSVALDO N.; ALLIPRANDINI FILHO, PAULO. Unraveling the Morphology and Macroscopic Alignment of Poly(9,9-di-n-octylfluorenyl-2,7-diyl) for Enhanced Polarized Emission. ACS APPLIED POLYMER MATERIALS, v. 2, n. 12, p. 5406-5413, DEC 11 2020. (18/22214-6)

CARVALHO, WILLIAM O. F.; MONCADA-VILLA, E.; OLIVEIRA JR, OSVALDO N.; MEJIA-SALAZAR, J. R.. Beyond plasmonic enhancement of the transverse magneto-optical Kerr effect with low-loss high-refractive-index nanostructures. Physical Review B, v. 103, n. 7, FEB 9 2021. (18/22214-6)

HASSAN, AYAZ; MACEDO, LUCYANO J. A.; MATTIOLI, ISABELA A.; RUBIRA, RAFAEL J. G.; CONSTANTINO, CARLOS J. L.; AMORIM, RODRIGO G.; LIMA, FILIPE C. D. A.; CRESPILHO, FRANK N.. A three component-based van der Waals surface vertically designed for biomolecular recognition enhancement. Electrochimica Acta, v. 376, APR 20 2021. (18/22214-6, 17/20493-2, 19/12053-8, 19/15333-1, 18/11071-0)

MARTINS, THIAGO S.; BOTT-NETO, JOSE L.; OLIVEIRA, JR., OSVALDO N.; MACHADO, SERGIO A. S.. Paper-based electrochemical sensors with reduced graphene nanoribbons for simultaneous detection of sulfamethoxazole and trimethoprim in water samples. JOURNAL OF ELECTROANALYTICAL CHEMISTRY, v. 882, FEB 1 2021. (19/13514-9, 18/22214-6, 19/01777-5)

CASTOLDI, ROBSON CHACON; GIOMETTI, INES CRISTINA; OZAKI, GUILHERME AKIO TAMURA; GARCIA, THIAGO ALVES; PEREIRA, JOAO DOMINGOS AUGUSTO DOS SANTOS; RUBIRA, RAFAEL JESUS GONCALVES; CONSTANTINO, CARLOS JOSE LEOPOLDO; JUNIOR, SILVIO ASSIS DE OLIVEIRA; LOUZADA, MARIO JEFFERSON QUIRINO; BELANGERO, WILLIAM DIAS; et al. Effects of resistance exercise training on bone physical and mineral properties in rats submitted to growth hormone intervention. VIBRATIONAL SPECTROSCOPY, v. 124, p. 8-pg., 2022-12-27. (20/05423-0, 18/22214-6)

HERNANDEZ-SARRIA, J. J.; OLIVEIRA JR, OSVALDO N.; MEJIA-SALAZAR, J. R.. Toward Lossless Infrared Optical Trapping of Small Nanoparticles Using Nonradiative Anapole Modes. Physical Review Letters, v. 127, n. 18, OCT 26 2021. (18/22214-6, 17/25587-5)

BUSCAGLIA, LORENZO A.; OLIVEIRA, OSVALDO N.; CARMO, JOAO PAULO. Roadmap for Electrical Impedance Spectroscopy for Sensing: A Tutorial. IEEE SENSORS JOURNAL, v. 21, n. 20, p. 22246-22257, OCT 15 2021. (19/00101-8, 18/22214-6)

UEHARA, THIERS M.; MIGLIORINI, FERNANDA L.; FACURE, MURILO H. M.; PALMA FILHO, NICOLAU B.; MIRANDA, PAULO B.; ZUCOLOTTO, VALTENCIR; CORREA, DANIEL S.. anostructured scaffolds containing graphene oxide for nanomedicine application. POLYMERS FOR ADVANCED TECHNOLOGIES, v. 33, n. 2, NOV 2021. (17/12174-4, 17/10582-8, 18/02819-0, 17/21791-7, 18/22214-6)

MARANGON, CRISIANE A.; BERTOLO, V, MIRELLA ROMANELLI; AMARO MARTINS, VIRGINIA DA C.; NITSCHKE, MARCIA; DE GUZZI PLEPIS, ANA MARIA. Formulation of Chitosan/Gelatin/Pequi Oil Emulsions: Rheological, Thermal, and Antimicrobial Properties. ACS APPLIED POLYMER MATERIALS, v. 3, n. 11, p. 5826-5835, NOV 12 2021. (19/22799-7, 18/22214-6)

RIBAS, LUCAS C.; DE MESQUITA SA JUNIOR, JARBAS JOACI; MANZANERA, ANTOINE; BRUNO, ODEMIR M.. Learning graph representation with Randomized Neural Network for dynamic texture classification. APPLIED SOFT COMPUTING, v. 114, JAN 2022. (16/23763-8, 18/22214-6, 16/18809-9, 14/08026-1, 19/03277-0)

MARTINS, THIAGO S.; BOTT-NETO, JOSE L.; OLIVEIRA, JR., OSVALDO N.; MACHADO, SERGIO A. S.. A sandwich-type electrochemical immunosensor based on Au-rGO composite for CA15-3 tumor marker detection. Microchimica Acta, v. 189, n. 1, JAN 2022. (18/22214-6, 19/13514-9, 19/01777-5)

MATERON, ELSA M.; SHIMIZU, FLAVIO M.; DOS SANTOS, KEVIN FIGUEIREDO; NASCIMENTO, GUSTAVO F.; GERALDO, VANANELIA P. N.; OLIVEIRA JR, OSVALDO N.; FARIA, RONALDO C.. Membrane model as key tool in the study of glutathione-s-transferase mediated anticancer drug resistance. BIOMEDICINE & PHARMACOTHERAPY, v. 145, JAN 2022. (12/15543-7, 17/24053-7, 16/00991-5, 18/22214-6)

DOS SANTOS, DANILO M.; CORREA, DANIEL S.; MEDEIROS, ELITON S.; OLIVEIRA, JULIANO E.; MATTOSO, LUIZ H. C.. Advances in Functional Polymer Nanofibers: From Spinning Fabrication Techniques to Recent Biomedical Applications. ACS APPLIED MATERIALS & INTERFACES, v. 12, n. 41, p. 45673-45701, OCT 14 2020. (18/22214-6, 17/12174-4, 17/20973-4)

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