Self-driving laboratories for chemistry and materials science

G Tom, SP Schmid, SG Baird, Y Cao, K Darvish… - Chemical …, 2024 - ACS Publications
Self-driving laboratories (SDLs) promise an accelerated application of the scientific method.
Through the automation of experimental workflows, along with autonomous experimental …

Chemistry of lipid nanoparticles for RNA delivery

Y Eygeris, M Gupta, J Kim, G Sahay - Accounts of chemical …, 2021 - ACS Publications
Conspectus Lipid nanoparticles (LNPs) are a type of lipid vesicles that possess a
homogeneous lipid core. These vesicles are widely used in small-molecule drug and …

Microfluidic devices: a tool for nanoparticle synthesis and performance evaluation

S Gimondi, H Ferreira, RL Reis, NM Neves - ACS nano, 2023 - ACS Publications
The use of nanoparticles (NPs) in nanomedicine holds great promise for the treatment of
diseases for which conventional therapies present serious limitations. Additionally, NPs can …

Correlating the structure and gene silencing activity of oligonucleotide-loaded lipid nanoparticles using small-angle X-ray scattering

M Hammel, Y Fan, A Sarode, AE Byrnes, N Zang… - ACS …, 2023 - ACS Publications
With three FDA-approved products, lipid nanoparticles (LNPs) are under intensive
development for delivering wide-ranging nucleic acid therapeutics. A significant challenge …

Lipid nanoparticles for siRNA delivery in cancer treatment

SH El Moukhtari, E Garbayo, A Amundarain… - Journal of Controlled …, 2023 - Elsevier
RNA-based therapies, and siRNAs in particular, have attractive therapeutic potential for
cancer treatment due to their ability to silence genes that are imperative for tumor …

Design of experiments in the optimization of nanoparticle-based drug delivery systems

R Rampado, D Peer - Journal of Controlled Release, 2023 - Elsevier
Abstract Design of experiment (DoE) is a powerful statistical technique used for variable
screening and optimization. It is based on the simultaneous variation of multiple factors with …

Self-driving laboratories: A paradigm shift in nanomedicine development

RJ Hickman, P Bannigan, Z Bao, A Aspuru-Guzik… - Matter, 2023 - cell.com
Nanomedicines have transformed promising therapeutic agents into clinically approved
medicines with optimal safety and efficacy profiles. This is exemplified by the mRNA …

Process robustness in lipid nanoparticle production: a comparison of microfluidic and turbulent jet mixing

MN O'Brien Laramy, AP Costa, YM Cebrero… - Molecular …, 2023 - ACS Publications
The recent clinical and commercial success of lipid nanoparticles (LNPs) for nucleic acid
delivery has incentivized the development of new technologies to manufacture LNPs. As …

Comparative study of lipid nanoparticle-based mRNA vaccine bioprocess with machine learning and combinatorial artificial neural network-design of experiment …

R Maharjan, S Hada, JE Lee, HK Han, KH Kim… - International Journal of …, 2023 - Elsevier
To develop a combinatorial artificial-neural-network design-of-experiment (ANN-DOE)
model, the effect of ionizable lipid, an ionizable lipid-to-cholesterol ratio, N/P ratio, flow rate …

Microfluidics for nano-drug delivery systems: from fundamentals to industrialization

H Zhang, J Yang, R Sun, S Han, Z Yang… - Acta Pharmaceutica Sinica …, 2023 - Elsevier
In recent years, owing to the miniaturization of the fluidic environment, microfluidic
technology offers unique opportunities for the implementation of nano drug delivery systems …