Towards a convergence of technologies: from sensing and biosensing to information visualization and machine learning for data analysis in clinical diagnosis

• Grant number: 18/22214-6
• Support Opportunities: Research Projects - Thematic Grants
• Start date: March 01, 2020
• End date: February 28, 2025
• Field of knowledge: Physical Sciences and Mathematics - Physics - Condensed Matter Physics
• Principal Investigator: Osvaldo Novais de Oliveira Junior
• Grantee: Osvaldo Novais de Oliveira Junior
• Host Institution: Instituto de Física de São Carlos (IFSC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• 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
• Associated researchers: 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
• Associated research grant(s): 23/01567-6 - Conductive composite microneedles manufactured by 3D printing and applications in wearable biosensors, AP.R; 23/00850-6 - Development of nanostructured biosensors for the diagnosis of mental disorders biomarkers, AP.R; 22/14229-9 - Design and Development of Flexible Metasurfaces for Biosensing and Telecommunications Applications, AV.BR; 20/12404-2 - Multi-user equipment approved in grant 2018/22214-6, In situ STM with Electrochemistry, AP.EMU
• Associated scholarship(s): 24/06362-6 - BIOE-TONGUE: EARLY DIAGNOSIS OF PANCREATIC CANCER THROUGH CA19-9 BIOMARKER ANALYSIS IN BLOOD, URINE, AND SALIVA SAMPLES, BP.DR; 24/05393-5 - Biodegradable sensor development for mercury detection in different environments, BP.IC; 24/06740-0 - Development of porous materials using 3D printing for the detection and removal of emerging pollutants., BP.DR; + associated scholarships 24/08698-1 - Development of an electrochemical biosensor based on carbon-fiber antibody as a strategy for hipogonadism diagnosis., BP.IC; 24/01744-8 - Learning multiview representations for image analysis with applications in biosensors, BP.MS; 24/07777-5 - Implications of the surface charge of lipid nanoparticles curcumin carriers in giant unilamellar vesicles used as membrane models, BP.IC; 24/09875-4 - Molecular interactions of flavonoids Jaceosidin and Kaempferol 7 O-neohesperidoside in cell membrane model systems, extracted from HEp-2 cells, BP.IC; 24/14742-3 - Development of hybrid electrospun nanofibers for sensor applications aiming at detecting contaminants in real samples, BP.PD; 24/07241-8 - Texture analysis in sensor images for disease diagnosis: a study on transforms based on complex networks, BP.IC; 23/08858-6 - Development of miniaturized and disposable (bio)sensors for monitoring zoonotic diseases, BP.PD; 24/02727-0 - Differentiable network automaton for gradient descent optimization, BP.MS; 24/03514-0 - Evaluation of the mechanisms by which Jaceosidin and Kaempferol 7 O-neohesperidoside inhibit the replication of Human Respiratory Syncytial Virus (hRSV)., BP.IC; 23/18367-0 - Detection of microplastics in the presence of synthetic dyes using cellulose-based SERS substrates and silver nanoparticles., BP.DR; 24/01272-9 - Evaluation of the modulation of microbicidal and tumoricidal activities of neutrophils after contact with gold nanoparticles coated with silica (AuSHINs), BP.IC; 24/00432-2 - Photophisical properties of alizarin and its potential use as a photosensitizer in photodynamic therapy, BP.IC; 23/16725-6 - Development of sustainable SERS substrates for removal and detection of synthetic food dyes in aqueous media, BP.DD; 23/17020-6 - Bioelectrochemistry and In-Situ Techniques in Stable Bioelectrodes: A Focus on Enzymatic Catalysis of Small Molecules, BP.MS; 23/12966-9 - Interaction of alkylated uridines with biological membrane models, BP.DR; 23/09856-7 - Colorimetric sensors fo aflatoxins detection, BP.PD; 23/17301-5 - Molecular Interactions of the flavonoid Baicalein in Cell Membrane Models Deriveted from A375e HEp-2 Cancer Cells, BP.IC; 24/00313-3 - EVALUATION OF THE INTERACTION BETWEEN FUNCTIONALIZED NANODIAMONDS AND CELL MEMBRANE MIMETIC MODELS OF GRAM-POSITIVE AND GRAM-NEGATIVE BACTERIA, BP.IC; 23/10098-0 - Exploring laser-induced graphene and SERS effect in the development of sustainable sensors, BP.PD; 23/06432-1 - Active and smart packaging for food: new development approaches based on the reuse of food industry by-products., BP.PD; 23/12690-3 - Adsorption of endocrine disruptors Bisphenol-A and 17-alpha-ethinylestradiol on microplastics and implications for cytotoxicity, BP.IC; 23/13811-9 - Study of the interaction between SARS-CoV-2 envelope and host cell membrane using mimetic models, BP.PD; 23/14758-4 - Evaluation of anti-hRSV potential of carpachromene and C7 chalcone flavonoids, BP.IC; 23/10087-8 - A multi-analytical approach to plastic rocks and microplastics in Brazilian oceanic islands: advancements through Micro-Raman and data analysis., BP.PD; 23/12454-8 - EFFECTS OF THE GLYPHOSATE PESTICIDE ON MIMETIC SYSTEMS OF THE PLASMA MEMBRANE, BP.IC; 23/08862-3 - Sensors made with polysulfide nanocomposites to detect mercury, BP.PD; 23/14217-3 - Effects of the Agrochemical Ethephon on Mimetic Systems of the Plasma Membrane, BP.IC; 23/12756-4 - Synthesis and application of functionalized nanoparticles as sensor platforms and imaging probes, BP.TT; 23/04196-9 - Development of SERS and GERS substrates to optimize in situ detection of mixed pesticides, BP.DR; 23/07185-8 - Interaction of mirsinoic acid with membrane models using Langmuir monolayers, BP.IC; 23/08058-0 - Application of Advanced Oxidative Processes in the Synthesis of Highly Conductive PEDOT:PSS Inks, BP.IC; 23/10442-2 - Deep learning for pattern recognition on multi-sensor and multidimensional data, BP.PD; 23/03986-6 - Molecular interactions of the flavonoids sophoricoside and pinobanksin in cell membrane model systems, extracted from A375 and HEp-2 cells., BP.IC; 22/05316-5 - Development of functional polymeric biomaterials aimed at tissue regeneration and healing, BP.DR; 23/02743-2 - Effects of flavonoids Jaceosidin and Kaempferol 7 O-neohesperidoside on inhibition of Human Respiratory Syncytial Virus (hRSV)., BP.IC; 23/04976-4 - Immobilization of graphene oxide and laccase on lipid Langmuir-Blodgett films: possible application for biosensors for phenolic compounds, BP.IC; 23/01305-1 - Encapsulation of the major compound of green propolis, Artepillin C, in solid lipid nanoparticles, BP.IC; 23/05379-0 - Use of nanostructured lipid carriers as a strategy to increase the bioavailability of Artepillin C, BP.IC; 23/00291-7 - Effects of the food colorant Allura Red AC on mimetic systems of the lipid structure of the cell membrane of the gastrointestinal tract, BP.IC; 22/15840-3 - Texture analysis based on randomized neural networks with application in disease diagnosis, BP.IC; 22/15310-4 - Evaluation of the cumulative cytotoxic effect of pesticides applied in sugarcane crops on cells derived from human lung carcinoma (A549), BP.IC; 22/08651-0 - User experience evaluation in interaction with visual analytics systems, BP.PD; 22/02768-2 - Inkjet Printed Complementary Inverters Based on Organic Electrochemical Transistors, BP.DR; 22/03668-1 - Analysis of the Dynamic Behavior of Complex Systems and Artificial Neural Networks in Computer Vision and Artificial Intelligence, BP.DR; 22/02703-8 - FUNCTIONALIZED 1D AND 2D NANOMATERIALS APPLIED IN CHEMICAL SENSORS AIMING DETECTION OF EMERGING POLLUTANTS., BP.PD; 22/03758-0 - Integrated dual electrochemical device for multiplexed detection of biomarkers, BP.PD; 22/09686-1 - Hybrid nanomaterials applied in portable sensory platforms., BP.PD; 20/15095-0 - Biosensors made with polymer films incorporating metallic nanoparticles for clinical diagnosis, BP.PD; 22/06218-7 - Extraction of Biological Information from Topological Measurements of Networks, BP.MS; 21/15084-1 - Interaction of natural acetogenins with biological activity in membrane models at the air-water interface, BP.DD; 21/13260-7 - Smart nanofibers functionalized with natural pigments: a new approach to food quality monitoring, BP.PD; 21/14992-1 - Obtainment of nanocomposite membranes consisting of PCL/PMMA/zeolite for application as a chemical sensor in the detection of polyphenol residues from the coffee industry, BP.PD; 22/04241-1 - Langmuir-Blodgett films of the enzyme laccase for the detection of phenolic derivatives, BP.DR; 22/04020-5 - Optimization of carbendazim fungicide detection via SERS scattering: performance of benchtop vs portable equipment and liquid vs solid substrates, BP.MS; 22/01935-2 - Patterns and pseudorandomness in iterative maps in a chaotic regime, BP.MS; 20/16166-9 - DEVELOPMENT OF BIOTECHNOLOGY APPLIED TO PROSTATIC CARCINOMA WITH THE USE OF DOCETAXEL CHEMOTHERAPY CHARACTERISTIC NANOPARTICLES ASSOCIATED WITH AEROBIC PHYSICAL TRAINING, BP.DR; 21/14500-1 - Towards convergence of photodynamic (TFD) and photothermal (TFT) therapies on in vitro culture of melanoma-derived cells, BP.DR; 21/14020-0 - Photosensitization of colorectal carcinoma model systems mediated by the xanthene rose bengal, BP.MS; 21/11058-6 - Active learning model with neural networks for applications with costly labeling, BP.IC; 22/00935-9 - Molecular mechanisms of interaction of the flavonoid quercetin in cell membrane model systems extracted from A549 and HEp-2 cancer cells, BP.IC; 21/11344-9 - Cytotoxicity evaluation of pesticides employed in sugarcane crops in the in vitro culture of cells derived from human hepatocarcinoma (HepG2), BP.IC; 20/15185-0 - Lipid nanoparticles for encapsulation and carrier of natural products: methods of preparation, comparison and optimization, BP.PD; 21/07289-2 - Learning Representations using artificial neural networks and complex networks with applications in sensors and biosensors, BP.PD; 20/11803-0 - Biosensors for dual detection of SARS-CoV-2 combining SERS and electrochemical impedance, BP.PD; 21/05460-6 - Detection of emerging contaminants in solutions via surface amplified Raman scattering (SERS), BP.MS; 21/12050-9 - Photo-oxidation of Langmuir films as mimetic systems of human lung membranes mediated by aluminum-chlorine phthalocyanine, BP.IC; 21/10911-7 - Nanostructured bioconjugates applied on immunoassays for Dengue and COVID-19, BP.IC; 21/01161-4 - Organophosphorus pesticides sensing using simultaneously Electrolyte Gate Field-Effect Transistors (EGFETs) and SERS, BP.PD; 20/15571-7 - Encapsulation of antitumoral ruthenium complexes into calixarene derivatives: a study of drug delivery systems and cell membrane models, BP.PD; 21/05665-7 - Development of Van der Waals surfaces for application in biodevices, BP.PD; 21/02746-6 - Surface-enhanced Raman Scattering (SERS): pesticide detection and adsorption mechanism, BP.IC; 20/15098-0 - Bioelectrosynthesis of value-added compounds from atmospheric nitrogen and carbon dioxide, BP.DR; 20/15854-9 - Modulating photochemical reactions in Escherichia coli lipid monolayers with the binding mechanisms of eosin decyl ester and toluidine blue-O photosensitizers, BP.MS; 20/10048-4 - Development of wearable sensors based on nanomaterials to detect fungal diseases in plants, BP.DR; 20/04796-8 - In situ and operando studies of metaloenzymes for energy conversion and fuel bioelectrosynthesis, BP.PD; 19/22799-7 - Exploring the potential of biopolymers with fruit extracts nanoparticles on controlling food pathogens, BP.PD; 20/12129-1 - Immunoassay for COVID-19 diagnosis based on surface-enhanced Raman scattering technique, BP.PD; 20/16269-2 - Development of flexible substrate-based sensors for pesticide detection via SERS, BP.PD; 19/26622-4 - Development of nanostructured dressings containing antimicrobial agents aiming at tissue engineering applications in cattle, BP.PD; 20/14946-7 - Development of hybrid electrospun nanofibers for sensor applications aiming at detecting contaminants in real samples, BP.PD; 20/10724-0 - Biomolecules dynamic in solid surfaces using spectromicroscopy, BP.IC; 20/06577-1 - DEVELOPMENT OF HYBRID SYSTEMS OF CELLULOSE MICROFIBERS AND GOLD NANOPARTICLES FOR REMOVAL AND DETECTION (VIA SERS) OF EMERGING CONTAMINANTS IN AQUEOUS MEDIA, BP.PD; 20/10752-3 - Surface-enhanced Raman scattering (SERS) of pesticides, BP.IC; 20/10946-2 - Giant unilamellar vesicles as membrane model for interaction analysis with agrochemicals, BP.IC; 19/26375-7 - Study of the thermoelectric properties of NDI-2Tz polymer and its application on a microthermoelectric generator, BP.PD; 20/02938-0 - Coloured patterns based on bioinspired photonic crystals for mechanocromic applications, BP.PD; 19/13514-9 - Electrochemical sensors with a matrix containing graphene quantum dots or nanoribbons for the detection of biomarkers, BP.PD; 17/21791-7 - Development of electrochemical and colorimetric biosensors for detecting micotoxins, BP.PD; 18/18953-8 - Nanostructured films applied in microfluidic biosensors to mastitis detection, BP.PD; 18/14692-5 - Photothermal therapy mediated by gold nanoparticles: from model systems of biomembranes toward in vitro culture of tumor cells, BP.PD; 17/15019-0 - Combination of confocal fluorescence microscopy and surface-enhanced Raman scattering techniques: interaction, detection, and quantification of molecules of interest in biomimetic system., BP.PD; 18/07860-9 - Development of nanocomposite polymer filaments with anti-inflammatory properties for 3D printing as bone substituent, BP.PD; 17/20973-4 - Coaxial electrospun nanofibers based on chitosan for controlled release of antibiotics and periodontic lesion treatment, BP.PD; 17/18725-2 - Hybrid core-shell and Janus nanofibers obtained by solution blow spinning, BP.PD; 16/23793-4 - Development of nanostructured sensor aiming the detection of volatile compounds for food quality indicators, BP.PD; 16/01919-6 - Design and fabrication of nanostructured flexible devices for biomarkers detection, BP.PD; 14/23546-1 - Enhanced sensitive and selective sensors made with p-NiO nanowire/n-ZnO Nanowire heterostructures, BP.PD - associated scholarships

Abstract

Grand challenges such as the fabrication of sensing devices for early diagnosis of cancer and detection of food/water contamination can only be addressed with concerted efforts in multidisciplinary research. Selected problems within the above challenges will be tackled in this Project by a multiinstitutional team of physicists, chemists, engineers, medical doctors and computer scientists, with two unifying topics: fabrication and characterization of nanostructured films, particularly those of biological interest, and advanced data analysis methods. More specifically, several types of nanostructured films will be employed in sensing and biosensing. A major goal in such studies is to reach molecular-level understanding of the mechanisms responsible for the sensing characteristics, including interface effects to design organic batteries to supply energy in implantable biosensors. This type of basic research is essential for the design of novel materials, and tools for diagnosis and therapy. Intended applications for the devices are also diverse, mostly concentrating on early diagnosis of cancer, detection of food and/water contamination and monitoring of the environment. Special emphasis will be placed in the fabrication of low-cost devices, not only with novel materials but also exploring methodologies such as microfluidics, in an attempt to produce technology that should be amenable to transfer, e.g. for tests in a cancer hospital. The enormous amounts of data generated with sensing, biosensing and imaging, will be processed with statistical and computational methods, including information visualization and machine learning. This will represent a step toward computer-assisted diagnosis through which data of distinct natures are analyzed within a common framework. (AU)

Scientific publications

(323)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

SILVA, SILESIA F. C.; ZANATTA, BRUNO S.; RABELO, ADRIANO C.; BOTTECCHIA, OTAVIO L.; TOZONI, JOSE R.; OLIVEIRA, JR., OSVALDO N.; MARLETTA, ALEXANDRE. Flexible and Transparent Electrodes of Cu2-XSe with Charge Transport via Direct Tunneling Effect. ADVANCED ELECTRONIC MATERIALS, APR 2021. (18/22214-6)

MONCADA-VILLA, E.; OLIVEIRA JR, OSVALDO N.; MEJIA-SALAZAR, J. R.. Uniaxial epsilon-near-zero metamaterials for giant enhancement of the transverse magneto-optical Kerr effect. Physical Review B, v. 102, n. 16, OCT 6 2020. (18/22214-6)

SOARES, JULIANA COATRINI; SOARES, ANDREY COATRINI; RODRIGUES, VALQUIRIA CRUZ; OITICICA, PEDRO RAMON ALMEIDA; RAYMUNDO-PEREIRA, PAULO AUGUSTO; BOTT-NETO, JOSE LUIZ; BUSCAGLIA, LORENZO A.; DE CASTRO, LUCAS DANIEL CHIBA; RIBAS, LUCAS C.; SCABINI, LEONARDO; et al. Detection of a SARS-CoV-2 sequence with genosensors using data analysis based on information visualization and machine learning techniques. MATERIALS CHEMISTRY FRONTIERS, JUN 2021. (18/22214-6, 18/19750-3, 18/18953-8, 16/01919-6, 19/13514-9, 14/50867-3, 20/02938-0, 19/00101-8, 19/07811-0, 16/23763-8)

RUBIRA, RAFAEL JESUS GONCALVES; FURINI, LEONARDO NEGRI; TUTTOLOMONDO, MARIA EUGENIA; CONSTANTINO, CARLOS JOSE LEOPOLDO; SANCHEZ-CORTES, SANTIAGO. Advancing on ametrine pesticide detection through surface-enhanced Raman spectroscopy and Ag colloid: Understanding the pH effect and the adsorption mechanism supported by theoretical calculation. Journal of Raman Spectroscopy, v. 55, n. 10, p. 13-pg., 2024-07-15. (18/22214-6, 20/05423-0, 16/09634-0, 18/04628-8)

CABRAL, ERIC M.; REZAEIPOURFARSANGI, SIMA; OLIVEIRA, MARIA CRISTINA F.; MILIOS, EVANGELOS E.; MINGHIM, ROSANE. Addressing the gap between current language models and key-term-based clustering. PROCEEDINGS OF THE 2023 ACM SYMPOSIUM ON DOCUMENT ENGINEERING, DOCENG 2023, v. N/A, p. 10-pg., 2023-01-01. (18/22214-6)

MONCADA-VILLA, E.; OLIVEIRA JR, OSVALDO N.; MEJIA-SALAZAR, J. R.. Uniaxial epsilon-near-zero metamaterials for giant enhancement of the transverse magneto-optical Kerr effect. PHYSICAL REVIEW B, v. 102, n. 16, p. 5-pg., 2020-10-06. (18/22214-6)

IBANEZ-REDIN, GISELA; JOSHI, NIRAV; DO NASCIMENTO, GUSTAVO FREITAS; WILSON, DEIVY; MELENDEZ, MATIAS E.; CARVALHO, ANDRE L.; REIS, RUI MANUEL; GONCALVES, DEBORA; OLIVEIRA, OSVALDO N., JR.. Determination of p53 biomarker using an electrochemical immunoassay based on layer-by-layer films with NiFe2O4 nanoparticles. Microchimica Acta, v. 187, n. 11, p. 10-pg., 2020-10-21. (14/23546-1, 18/22214-6)

RODRIGUES, VALQUIRIA C.; SOARES, JULIANA C.; SOARES, ANDREY C.; BRAZ, DANIEL C.; MELENDEZ, MATIAS ELISEO; RIBAS, LUCAS C.; SCABINI, LEONARDO F. S.; BRUNO, ODEMIR M.; CARVALHO, ANDRE LOPES; REIS, RUI MANUEL; et al. Electrochemical and optical detection and machine learning applied to images of genosensors for diagnosis of prostate cancer with the biomarker PCA3. Talanta, v. 222, JAN 15 2021. (19/07811-0, 18/22214-6, 18/18953-8, 16/23763-8)

DE CASTRO, LUCAS D. C.; LAROCCA, NELSON M.; OLIVEIRA, JR., OSVALDO N.; PESSAN, LUIZ A.. An Efficient Substrate-Free Method of Producing SiO2-Based Nanoparticles for Superhydrophobic Applications. ACS OMEGA, DEC 2021. (20/02938-0, 18/22214-6, 15/20052-0)

ROSA, MATHEUS ELIAS; ALVES CONSERVA, GEANNE A.; LAGO, JOAO HENRIQUE G.; CASELI, LUCIANO. nteraction of isolinderanolide E obtained from Nectandra oppositifolia with biomembrane model. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES, v. 1863, n. 10, OCT 2021. (19/03239-0, 16/20633-6, 18/22214-6, 19/04407-4)

RIBEIRO, TALITA A.; MACHADO-FERREIRA, ERIK; GUIMARAES, LOHAINE F.; CAVALEIRO, JESSICA; BRITTO, ALAN MESSALA A.; REDUA, NATALY; PEREIRA DE SOUZA, LUCAS MIGUEL; PIMENTEL, ANDRE S.; PICCIANI, PAULO H. S.; OLIVEIRA, OSVALDO N. JR JR; et al. Novel cytotoxic amphiphilic nitro-compounds derived from a synthetic route for paraconic acids. COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS, v. 626, OCT 5 2021. (18/22214-6, 17/27078-0, 18/16092-5, 14/50983-3)

SANTANA, HEUNG JIN ALVES; CASELI, LUCIANO. A bactericide peptide changing the static and dilatational surface elasticity properties of zwitterionic lipids at the air-water interface: Relationship with the thermodynamic, structural and morphological properties. Biophysical Chemistry, v. 277, OCT 2021. (19/03239-0, 18/22214-6, 19/04402-2)

HENSEL, RAFAEL C.; BRAUNGER, MARIA L.; OLIVEIRA, BRUNO; SHIMIZU, FLAVIO M.; OLIVEIRA, JR., OSVALDO N.; HILLENKAMP, MATTHIAS; RIUL, JR., ANTONIO; RODRIGUES, VARLEI. ontrolled Incorporation of Silver Nanoparticles into Layer-by-Layer Polymer Films for Reusable Electronic Tongue. ACS APPLIED NANO MATERIALS, v. 4, n. 12, p. 14231-14240, DEC 24 2021. (15/14836-9, 14/03691-7, 16/12807-4, 07/01722-9, 18/22214-6)

SOARES, JULIANA C.; SOARES, ANDREY C.; ANGELIM, MONARA KAELLE S. C.; PROENCA-MODENA, JOSE LUIZ; MORAES-VIEIRA, PEDRO M.; MATTOSO, LUIZ H. C.; OLIVEIRA JR, OSVALDO N.. iagnostics of SARS-CoV-2 infection using electrical impedance spectroscopy with an immunosensor to detect the spike protei. Talanta, v. 239, MAR 1 2022. (18/18953-8, 18/22214-6, 20/08744-2, 20/04579-7)

MARTIN, CIBELY S.; OLIVEIRA, MARCELO J. S.; MAXIMINO, MATEUS D.; PAZIN, WALLANCE M.; CONSTANTINO, CARLOS J. L.. ynergetic effect of silver nanoparticles and thiram on lipid bilayer. JOURNAL OF MOLECULAR LIQUIDS, v. 348, FEB 15 2022. (18/22214-6, 17/15019-0, 20/12129-1)

LEITE, LILIANE S. F.; BILATTO, STANLEY; PASCHOALIN, RAFAELLA T.; SOARES, ANDREY C.; MOREIRA, V, FRANCYS K.; OLIVEIRA, JR., OSVALDO N.; MATTOSO, LUIZ H. C.; BRAS, JULIEN. Eco-friendly gelatin films with rosin-grafted cellulose nanocrystals for antimicrobial packaging. International Journal of Biological Macromolecules, v. 165, n. B, p. 2974-2983, DEC 15 2020. (18/22214-6, 18/10899-4, 18/00278-2, 17/18725-2, 18/18953-8)

MATERON, ELSA M.; NASCIMENTO, GUSTAVO F.; SHIMIZU, FLAVIO M.; CAMARA, AMANDA S.; SANDRINO, BIANCA; FARIA, RONALDO C.; OLIVEIRA JR, OSVALDO N.. y Role of sphingomyelin on the interaction of the anticancer drug gemcitabine hydrochloride with cell membrane models. COLLOIDS AND SURFACES B-BIOINTERFACES, v. 196, DEC 2020. (12/15543-7, 17/24053-7, 17/04712-6, 18/22214-6)

DE SOUZA, JOAO C. P.; MACEDO, LUCYANO J. A.; HASSAN, AYAZ; SEDENHO, GRAZIELA C.; MODENEZ, IAGO A.; CRESPILHO, FRANK N.. In Situ and Operando Techniques for Investigating Electron Transfer in Biological Systems. CHEMELECTROCHEM, v. 8, n. 3, DEC 2020. (19/12053-8, 18/22214-6, 17/20493-2, 15/22973-6)

OLIVEIRA JR, OSVALDO N.; OLIVEIRA, MARIA CRISTINA F.. Materials Discovery With Machine Learning and Knowledge Discovery. RONTIERS IN CHEMISTR, v. 10, p. 8-pg., 2022-07-07. (18/22214-6)

SEDENHO, GRAZIELA C.; NECKEL, ITAMAR T.; COLOMBO, RAFAEL N. P.; PACHECO, JESSICA C.; BERTAGLIA, THIAGO; CRESPILHO, FRANK N.. Investigation of Water Splitting Reaction by a Multicopper Oxidase through X-ray Absorption Nanospectroelectrochemistry. ADVANCED ENERGY MATERIALS, v. 12, n. 47, p. 6-pg., 2022-10-17. (19/15333-1, 20/04796-8, 18/22214-6, 21/05665-7, 20/03681-2, 19/12053-8, 20/15098-0)

BONIATTI, JANINE; TAPPIN, MARCELO R. R.; TEIXEIRA, RAFAELA G. DA S.; GANDOS, V, TAMIRES DE A.; RIOS, LUIS P. S.; FERREIRA, IZABELLE A. M.; OLIVEIRA, KARINA C.; CALIL-ELIAS, SABRINA; SANTANA, AILA K. M.; DA FONSECA, LAIS B.; et al. In Vivo and In Vitro Taste Assessment of Artesunate-Mefloquine, Praziquantel, and Benznidazole Drugs for Neglected Tropical Diseases and Pediatric Patients. AAPS PHARMSCITECH, v. 23, n. 1, DEC 14 2021. (18/22214-6)

MATERON, ELSA M.; MIYAZAKI, CELINA M.; CARR, OLIVIA; JOSHI, NIRAV; PICCIANI, PAULO H. S.; DALMASCHIO, CLEOCIR J.; DAVIS, FRANK; SHIMIZU, FLAVIO M.. Magnetic nanoparticles in biomedical applications: A review. APPLIED SURFACE SCIENCE ADVANCES, v. 6, DEC 2021. (18/22214-6, 14/23546-1, 16/00991-5)

ANDRE, RAFAELA S.; FACURE, MURILO H. M.; MERCANTE, LUIZA A.; CORREA, DANIEL S.. Electronic nose based on hybrid free-standing nanofibrous mats for meat spoilage monitoring. SENSORS AND ACTUATORS B-CHEMICAL, v. 353, FEB 15 2022. (18/22214-6, 17/10582-8, 16/23793-4, 17/12174-4)

GUIMARAES, THIAGO F.; VITAL, ITALO CARLOS F.; DE SOUSA, EDUARDO G. R.; BONIATTI, JANINE; BANDINI, THIAGO B.; CARR, OLIVIA; OLIVEIRA JR, OSVALDO N.; SHIMIZU, FLAVIO M.; DA FONSECA, LAIS B.; VICOSA, ALESSANDRA L.. nvestigation of Chloroquine Resinate Feasibility and In Vitro Taste Masking Evaluation for Pediatric Formulation. AAPS PHARMSCITECH, v. 23, n. 2, FEB 2 2022. (18/22214-6)

ROCHA NETO, J. B. M.; LIMA, G. G.; FIAMINGO, A.; GERMINIANI, L. G. L.; TAKETA, T. B.; BATAGLIOLI, R. A.; DA SILVEIRA, G. A. T.; DA SILVA, J. V. L.; CAMPANA-FILHO, S. P.; OLIVEIRA JR, O. N.; et al. Controlling antimicrobial activity and drug loading capacity of chitosan-based layer-by-layer films. International Journal of Biological Macromolecules, v. 172, p. 154-161, MAR 1 2021. (16/10193-9, 18/22214-6, 18/20560-4)

PAULA, K. T.; LIN, H. -I.; YANG, F.; VOLLET-FILHO, J. D.; GU, T.; HU, J.; MENDONCA, C. R.. Femtosecond laser processing of amorphous silicon films. JOURNAL OF MANUFACTURING PROCESSES, v. 128, p. 10-pg., 2024-08-21. (18/22214-6, 17/10582-8, 18/11283-7)

FACURE, MURILO H. M.; GAHRAMANOVA, GULNAZ; ZHANG, DANZHEN; ZHANG, TENG; SHUCK, CHRISTOPHER E.; MERCANTE, LUIZA A.; CORREA, DANIEL S.; GOGOTSI, YURY. All-MXene electronic tongue for neurotransmitters detection. BIOSENSORS & BIOELECTRONICS, v. 262, p. 7-pg., 2024-07-01. (18/22214-6, 21/11683-8, 17/10582-8)

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RIBAS, LUCAS C.; RIAD, RABIA; JENNANE, RACHID; BRUNO, ODEMIR M.. A complex network based approach for knee Osteoarthritis detection: Data from the Osteoarthritis initiative. Biomedical Signal Processing and Control, v. 71, n. A, JAN 2022. (18/22214-6, 16/23763-8)

DA SILVA, RAFAEL LEONARDO C. G.; GONCALVES, KARINA DE OLIVEIRA; COURROL, LILIA CORONATO; CASELI, LUCIANO. Study of the interactions of gold nanoparticles functionalized with aminolevulinic acid in membrane models. COLLOIDS AND SURFACES B-BIOINTERFACES, v. 205, SEP 2021. (19/03239-0, 18/00291-9, 17/23686-6, 18/22214-6)

JOCHELAVICIUS, KAREN; PEREIRA, ANDRESSA R.; FIAMINGO, ANDERSON; NOBRE, THATYANE M.; CAMPANA-FILHO, SERGIO P.; OLIVEIRA JR, OSVALDO N.. Chitosan effects on monolayers of zwitterionic, anionic and a natural lipid extract from E. coli at physiological pH. COLLOIDS AND SURFACES B-BIOINTERFACES, v. 209, n. 2, JAN 2022. (18/22214-6, 18/00878-0)

MENDES, GIOVANA ROSSI; MODENEZ, IAGO DE ASSIS; CAGNANI, GIOVANA ROSSO; COLOMBO, RAFAEL N. P.; CRESPILHO, FRANK NELSON. Exploring Enzymatic Conformational Dynamics at Surfaces through μ-FTIR Spectromicroscopy. Analytical Chemistry, v. 95, n. 30, p. 9-pg., 2023-07-17. (20/10724-0, 21/05665-7, 19/15333-1, 19/12053-8, 18/22214-6, 22/09164-5)

KOBAL, M. B.; CAMACHO, S. A.; MOREIRA, L. G.; TOLEDO, K. A.; TADA, D. B.; AOKI, P. H. B.. Unveiling the mechanisms underlying photothermal efficiency of gold shell-isolated nanoparticles (AuSHINs) on ductal mammary carcinoma cells (BT-474). Biophysical Chemistry, v. 300, p. 9-pg., 2023-09-01. (18/14692-5, 18/16713-0, 21/14500-1, 20/15854-9, 14/11408-3, 18/22214-6, 22/02189-2, 17/03879-4)

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)

PEREIRA, LUCAS S. A.; CAMACHO, SABRINA A.; ALMEIDA, ALEXANDRE M.; GONCALVES, RENATO S.; CAETANO, WILKER; DEWOLF, CHRISTINE; AOKI, PEDRO H. B.. Mechanisms of hypericin incorporation to explain the photooxidation outcomes in phospholipid biomembrane models. Chemistry and Physics of Lipids, v. 244, p. 11-pg., 2022-02-23. (18/16713-0, 18/08077-6, 18/22214-6, 18/14692-5)

MOREIRA, LUCAS G.; ALMEIDA JR, ALEXANDRE M.; CAMACHO, SABRINA A.; ESTEVAO, BIANCA M.; OLIVEIRA JR, OSVALDO N.; AOKI, PEDRO H. B.. Chain Cleavage of Bioinspired Bacterial Membranes Photoinduced by Eosin Decyl Ester. Langmuir, v. 36, n. 32, p. 9578-9585, AUG 18 2020. (18/22214-6, 18/14692-5, 13/14262-7, 18/13021-0, 18/16713-0)

HASSAN, AYAZ; MACEDO, LUCYANO J. A.; CRESPILHO, FRANK N.. Recognizing conductive islands in polymeric redox surfaces using electrochemical-coupled vibrational spectromicroscopy. CHEMICAL COMMUNICATIONS, v. 56, n. 71, p. 10309-10312, SEP 14 2020. (19/15333-1, 18/22214-6, 19/12053-8, 17/20493-2)

ISABELA A. MATTIOLI; FRANK N. CRESPILHO. Problems of Interpreting Diagnostic Tests for SARS-CoV-2: Analytical Chemistry Concerns. Anais da Academia Brasileira de Ciências, v. 92, n. 4, p. -, 2020. (19/15333-1, 18/11071-0, 19/12053-8, 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)

MACHADO, ANDRE CAMPOS; CASELI, LUCIANO. Ultrathin films to investigate the interaction of nitrofurantoin with phospholipids. Thin Solid Films, v. 725, MAY 1 2021. (18/25943-9, 19/03239-0, 18/22214-6)

MATERON, ELSA MARIA; WONG, ADEMAR; GOMES, LEONARDO MARIANO; IBANEZ-REDIN, GISELA; JOSHI, NIRAV; OLIVEIRA JR, OSVALDO N.; FARIA, RONALDO C.. Combining 3D printing and screen-printing in miniaturized, disposable sensors with carbon paste electrodes. JOURNAL OF MATERIALS CHEMISTRY C, v. 9, n. 17, APR 2021. (14/23546-1, 18/22214-6)

MODENEZ, IAGO A.; MACEDO, LUCYANO J. A.; MELO, ANTONIO F. A. A.; PEREIRA, ANDRESSA R.; OLIVEIRA JR, OSVALDO N.; CRESPILHO, FRANK N.. Nanosized non-proteinaceous complexes III and IV mimicking electron transfer of mitochondrial respiratory chain. Journal of Colloid and Interface Science, v. 599, p. 198-206, OCT 2021. (19/12053-8, 18/22214-6, 17/03879-4, 17/20493-2, 19/15333-1, 18/00878-0)

MAXIMINO, MATEUS D.; SILVA, CARLA Y.; CAVALCANTE, DALITA G. S. M.; MARTIN, CIBELY S.; JOB, ALDO E.; OLIVEIRA, JR., OSVALDO N.; ALESSIO, PRISCILA. Consequences of the exposure to bisphenol A in cell membrane models at the molecular level and hamster ovary cells viability. COLLOIDS AND SURFACES B-BIOINTERFACES, v. 203, JUL 2021. (18/22214-6, 17/06534-8, 17/15019-0)

JAROQUE, GUILHERME NUNEZ; SARTORELLI, PATRICIA; CASELI, LUCIANO. Peptidoglycans modulating the interaction of a bactericide compound with lipids at the air-water interface. Chemistry and Physics of Lipids, v. 237, JUL 2021. (19/03239-0, 18/22214-6)

DOS SANTOS, DANILO M.; MIGLIORINI, FERNANDA L.; SOARES, ANDREY C.; MATTOSO, LUIZ H. C.; OLIVEIRA, OSVALDO N., JR.; CORREA, DANIEL S.. Electrochemical Immunosensor Made with Zein-based Nanofibers for On-site Detection of Aflatoxin B1. Electroanalysis, v. N/A, p. 9-pg., 2022-06-15. (17/12174-4, 18/18953-8, 17/20973-4, 18/22214-6, 20/14946-7, 17/21791-7)

DIAZ-VALENCIA, BRAYAN F.; PORRAS-MONTENEGRO, NELSON; OLIVEIRA JR, OSVALDO N.; MEJIA-SALAZAR, JORGE RICARDO. Nanostructured Hyperbolic Metamaterials for Magnetoplasmonic Sensors. ACS APPLIED NANO MATERIALS, v. 5, n. 2, p. 5-pg., 2022-01-31. (21/06946-0, 18/22214-6)

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MERCANTE, LUIZA A.; ANDRE, RAFAELA S.; FACURE, MURILO H. M.; FUGIKAWA-SANTOS, LUCAS; CORREA, DANIEL S.. Design of a bioelectronic tongue for glucose monitoring using zinc oxide nanofibers and graphene derivatives. SENSORS AND ACTUATORS REPORTS, v. 3, NOV 2021. (17/12174-4, 17/10582-8, 18/22214-6, 16/23793-4)

GOMES, NATHALIA O.; MENDONCA, CAMILA D.; MACHADO, SERGIO A. S.; OLIVEIRA, JR., OSVALDO N.; RAYMUNDO-PEREIRA, PAULO A.. lexible and integrated dual carbon sensor for multiplexed detection of nonylphenol and paroxetine in tap water sample. Microchimica Acta, v. 188, n. 10, OCT 2021. (19/01777-5, 18/22214-6, 16/06139-9)

LUIZA A. MERCANTE; RAFAELA S. ANDRE; JULIANA B. MACEDO; ADRIANA PAVINATTO; DANIEL S. CORREA. Nanofibras eletrofiadas e suas aplicações: avanços na última década. Química Nova, v. 44, n. 6, p. 717-736, 2021-08-11. (17/19470-8, 18/22214-6, 16/23793-4, 17/12174-4)

RIBAS, LUCAS C.; SCABINI, LEONARDO; BRUNO, ODEMIR M.; IEEE. A complex network approach for fish species recognition based on otolith shape. 2022 ELEVENTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA), v. N/A, p. 5-pg., 2022-01-01. (21/07289-2, 16/18809-9, 18/22214-6)

MACHADO, ANDRE CAMPOS; DA SILVA, TAMIRIS REISSA CIPRIANO; RAMINELLI, CRISTIANO; CASELI, LUCIANO. Unsaturation pattern of phosphatidylglycerols modulating the interaction of lysicamine with cells membrane models at the air-water interface. COLLOIDS AND SURFACES B-BIOINTERFACES, v. 222, p. 10-pg., 2023-02-01. (18/22214-6, 19/03239-0, 20/01183-5, 20/12530-8)

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FACURE, MURILO H. M.; ANDRE, RAFAELA S.; MERCANTE, LUIZA A.; CORREA, DANIEL S.. Colorimetric Detection of Antioxidants in Food Samples Using MnO2/Graphene Quantum Dot Composites with Oxidase-like Activity. ACS APPLIED NANO MATERIALS, v. 5, n. 10, p. 9-pg., 2022-09-26. (16/23793-4, 17/10582-8, 18/22214-6)