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Evaluating the nanotoxicity using image-based multiparametric single-cell profiling

Grant number: 20/01218-3
Support Opportunities:Regular Research Grants
Duration: June 01, 2021 - June 30, 2023
Field of knowledge:Biological Sciences - Biochemistry - Enzymology
Principal Investigator:Marcelo Bispo de Jesus
Grantee:Marcelo Bispo de Jesus
Host Institution: Instituto de Biologia (IB). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil

Abstract

Nanomaterials have been used in the everyday life, across products for home, and medical applications. The wide spread of nanomaterials in the environment have caused the accumulation in water and biosolids at low concentrations, which can cause human intoxication and alterations from a lifetime exposure. However, nanotoxic studies have focused on cell death caused by high concentrations. Our project aims to investigate subtle alterations triggered by exposure to nanoparticles at low concentrations. To detect these alterations, we will analyse the phenotypic profiling generated from image-based multiparametric single-cell analysis. The analysis and grouping of these parameters will be done through the use of data science tools like machine learning. This approach aims to develop a platform to identify subtle alterations by a variety of nanoparticles, contributing with the risk evaluation and the theoretical basis for the development of therapeutic management strategies. (AU)

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Scientific publications
(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)
OLIVIERI, PAULO H. JR JR; JESUS, MARCELO B.; NADER, HELENA B.; JUSTO, GISELLE Z.; SOUSA, ALIOSCKA A.. Cell-surface glycosaminoglycans regulate the cellular uptake of charged polystyrene nanoparticles. NANOSCALE, v. 14, n. 19, p. 14-pg., . (20/01218-3, 21/00685-0, 15/03964-6)
MORAES-LACERDA, THAIS; DE JESUS, MARCELO BISPO. Mechanisms of solid lipid nanoparticles-triggered signaling pathways in eukaryotic cells. COLLOIDS AND SURFACES B-BIOINTERFACES, v. 220, p. 13-pg., . (20/01218-3)

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