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Marcel Ferreira is a Brazilian medical physicist with a master’s and Ph.D degree in biotechnology who works in developing computational tools for the development of biomaterials for tissue regeneration.

LaBIO - Laboratory of bioassays and cell dynamics - São Paulo State University (Unesp), Institute of Biosciences, Botucatu
Supervisor - prof. Dr. Willian Fernando Zambuzzi

• Proficiency in data analysis with R
• Statistical knowledge
• Machine learning scientist
• Bioinformatics specialist
• High throughput sequencing analysis
• Protein-protein interaction network analysis
• Cell culture

1. Bachelor in Medical Physics (Physics and Biophysics) | São Paulo State University (Unesp), Institute of Biosciences, Botucatu | 2011 to 2015 |
2. Master in Biotechnology (Chemestry and Biochemistry) | São Paulo State University (Unesp), Institute of Biosciences, Botucatu | 2015 to 2017 |
3. PhD in Biotechnology (Chemical and Biological Sciences) | São Paulo State University (Unesp), Institute of Biosciences, Botucatu | 2017 to 2023 |
4. R programmer | Datacamp | 2018 |
5. Data Scientist with R | Datacamp | 2019 |
6. Machine Learning Scientist with R | Datacamp | 2021 |

1. Maths teacher (Volunteer) | Cursinho Desafio | 2011
2. Maths teacher (Volunteer) | Cursinho Eukaípia | 2012 to 2013
3. Marketing director (Junior company) | Nucleon JR | 2013 to 2014
4. Maths teacher (Volunteer) | Cursinho do IB | 2015
5. Discipline Coordinator - Mathematics (Volunteer) | Cursinho do IB | 2015
6. Physics teacher (Volunteer) | Cursinho do IB | 2016 to 2017
7. Discipline Coordinator - Pysichs (Volunteer) | Cursinho do IB | 2016 to 2017
8. Master's Degree student (FAPESP scholarship) | LaBIO - Laboratory of bioassays and cell dynamics | 2015 to 2017
9. PhD student (FAPESP scholarship) | LaBIO - Laboratory of bioassays and cell dynamics | 2017 to 2023
10. Visiting scholar (FAPESP scholarship) | NYU - New York University, Dental School | 2022

• GSVA score reveals molecular signatures from transcriptomes for biomaterials comparison
• Platelet microparticles load a repertory of miRNAs programmed to drive osteogenic phenotype
• OsteoBLAST: Computational Routine of Global Molecular Analysis Applied to Biomaterials Development
• Nano hydroxyapatite‐blasted titanium surface affects pre‐osteoblast morphology by modulating critical intracellular pathways
• Nano hydroxyapatite-blasted titanium surface creates a biointerface able to govern Src-dependent osteoblast metabolism as prerequisite to ECM remodeling
• HOXA cluster gene expression during osteoblast differentiation involves epigenetic control

Please check the full list of publications on my google scholar profile.

• email: [email protected]
• Twitter: @MarcelRFerreira
• Lattes: http://lattes.cnpq.br/5630742099737794