Guilherme Martins Silva

Dr. Guilherme Martins Silva

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Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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21 September 2021 in Current Computer-Aided Drug Design
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NONayana Keyla Seabra de Oliveira
Nayana Keyla Seabra de Oliveira
MAMarcos Rafael Silva Almeida
Marcos Rafael Silva Almeida
FPFranco Márcio Maciel Pontes
Franco Márcio Maciel Pontes
MBMariana Pegrucci Barcelos
Mariana Pegrucci Barcelos
GSGuilherme Martins Silva
Guilherme Martins Silva
LHLorane Izabel da Silva Hage-Melim
Lorane Izabel da Silva Hage-Melim
Background: Euterpe oleracea Martius, popularly known as açaí, is a fruit rich in α- tocopherols, fibers, lipids, mineral ions, and polyphenols. It is believed that the high content of polyphenols, especially flavonoids, provides several health-promoting effects to the açaí fruit, including anti-inflammatory, immunomodulatory, antinociceptive and antioxidant properties. Most of the flavonoids are antioxidant molecules of plant origin that act as a trap for free radicals, reacting and neutralizing them, thus offering perspectives in preventing oxidative damage. Objective: In this study, we aim to perform an in silico evaluation of flavonoids present in the pulp and the oil of Euterpe oleracea Martius, evaluating their potential to serve as antioxidant agents. Methods: Firstly, we selected 16 flavonoids present in Euterpe oleracea Martius pulp and oil, and then their physicochemical properties were analyzed concerning the Lipinski’s Rule of Five. Moreover, we evaluated their pharmacokinetic properties using the QikProp module of the Schrödinger software as well as their toxicity profile, using the DEREK software. Docking simulations, using the GOLD 4.1 software, as well as pharmacophoric hypotheses calculation of molecules were also performed. Results: Flavonoids present in the açaí pulp including catechin, epicatechin, luteolin, chrisoeriol, taxifolin, apigenin, dihydrokaempferol, isovitexin, and vitexin presented good oral bioavailability. Regarding the pharmacokinetic properties, the compounds catechin, epicatechin, isovitexin, luteolin, chrisoeriol, taxifolin, and isorhamnetin rutinoside presented the best results, besides high human oral absorption. Regarding the prediction of toxicological properties, compounds isorhamnetin rutinoside and rutin presented mutagenicity for hydroxynaphthalene or derivate, and regarding the docking simulations, all the compounds investigated in this study presented key interactions with the corresponding targets. Conclusion: The flavonoids catechin, chrysoeriol, and taxifolin presented the best results according to the evaluation conducted in this study. These computational results can be used as a theoretical basis for future studies concerning the development of drug candidates, as well as to enlighten biological tests in vitro and in vivo, which can contribute to the treatment of neurodegenerative diseases, such as Alzheimer's disease, Parkinson's disease, and Huntington's disease.

1 October 2021 in Computers in Biology and Medicine
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LFLeonardo Bruno Federico
Leonardo Bruno Federico
GSGuilherme Martins Silva
Guilherme Martins Silva
SGSuzane Quintana Gomes
Suzane Quintana Gomes
IFIsaque Francischini
Isaque Francischini
MBMariana Pegrucci Barcelos
Mariana Pegrucci Barcelos
CSCarlos Henrique Tomich de Paula da Silva
Carlos Henrique Tomich de Paula da Silva

3 April 2024 in Journal of Medicinal Chemistry
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MRMarielle Rath
Marielle Rath
JWJames Wellnitz
James Wellnitz
HSHolli-Joi Sullivan
Holli-Joi Sullivan
Cleber Melo-FilhoCleber Melo-Filho
Cleber Melo-Filho
JHJoshua E. Hochuli
Joshua E. Hochuli
ATAlexander Tropsha
Alexander Tropsha

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GSGuilherme Martins Silva
Guilherme Martins Silva
RBRosivaldo Borges
Rosivaldo Borges
KSKelton Luis Belém dos Santos
Kelton Luis Belém dos Santos
LFLeonardo Bruno Federico
Leonardo Bruno Federico
IFIsaque Francischini
Isaque Francischini
CSCarlos H. T. P. Silva
Carlos H. T. P. Silva
Glycogen synthase kinase-3 beta (GSK-3β) is an enzyme pertinently linked to neurodegenerative diseases since it is associated with the regulation of key neuropathological features in the central nervous system. Among the different kinds of inhibitors of this kinase, the allosteric ones stand out due to their selective and subtle modulation, lowering the chance of producing side effects. The mechanism of GSK-3β allosteric modulators may be considered still vague in terms of elucidating a well-defined binding pocket and a bioactive pose for them. In this context, we propose to reinvestigate and reinforce such knowledge by the application of an extensive set of in silico methodologies, such as cavity detection, ligand 3D shape analysis and docking (with robust validation of corresponding protocols), and molecular dynamics. The results here obtained were consensually consistent in furnishing new structural data, in particular by providing a solid bioactive pose of one of the most representative GSK-3β allosteric modulators. We further applied this to the prospect for new compounds by ligand-based virtual screening and analyzed the potential of the two obtained virtual hits by quantum chemical calculations. All potential hits achieved will be subsequently tested by in vitro assays in order to validate our approaches as well as to unveil novel chemical entities as GSK-3β allosteric modulators.

12 February 2026 in Science
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CAChristopher Auger
Christopher Auger
HNHiroshi Nishida
Hiroshi Nishida
BYBo Yuan
Bo Yuan
GSGuilherme Martins Silva
Guilherme Martins Silva
MFMasanori Fujimoto
Masanori Fujimoto
SKShingo Kajimura
Shingo Kajimura
Environmental adaptation often involves a shift in energy utilization toward mitochondrial fatty acid oxidation, which requires carnitine. Besides dietary sources of animal origin, carnitine biosynthesis from trimethyllysine (TML) is essential, particularly for those who consume plant-based diets; however, its molecular regulation and physiological role remain elusive. Here, we identify SLC25A45 as a mitochondrial TML carrier that controls carnitine biosynthesis and fuel switching. SLC25A45 deficiency decreased the carnitine pool and impaired mitochondrial fatty acid oxidation, shifting reliance to carbohydrate metabolism. Slc25a45 -deficient mice were cold-intolerant and resistant to lipid mobilization by glucagon-like peptide-1 receptor agonist (GLP-1RA), rendering them resistant to adipose tissue loss. Our study suggests that mitochondria serve as a regulatory checkpoint in fuel switching, with implications for metabolic adaptation and the efficacy of GLP-1RA–based anti-obesity therapy.

20 August 2019 in ChemMedChem
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GSGuilherme Martins Silva
Guilherme Martins Silva
MBMariana Pegrucci Barcelos
Mariana Pegrucci Barcelos
JPJoão Gabriel Curtolo Poiani
João Gabriel Curtolo Poiani
LHLorane Izabel da Silva Hage‐Melim
Lorane Izabel da Silva Hage‐Melim
CSCarlos Henrique Tomich de Paula da Silva
Carlos Henrique Tomich de Paula da Silva