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Machine learning techniques for lipid nanoparticle formulation

doi: 10.3389/fragi.2026.1790247 Received 17 January 2026 Revised 27 February 2026 Accepted 20 March 2026 Published 07 April 2026 Volume 7 - 2026 Edited by Filipe Cabreiro, University of Cologne, Germany Reviewed by Wanzi Yao, Peking University, China Updates Copyright 2026 Mavrych, Shypilova and Bolgova

Given that research has been highlighting the intricate role of mitochondria in PD, the development of novel therapies is expected to surge

Unpaired two-tailed Students t test was used to analyze wave I amplitudes and latencies, mRNA expression of Gsta4 , Nrf2 , and genes involved in Phase II detoxification, 8-oxoguanine levels, protein carbonyl levels, GSTA4 protein levels, GSH and GSSG levels, and GSH/GSSG ratios

Dehghanian Z, Habibi K, Dehghanian M, Aliyar S, Asgari Lajayer B, Astatkie T, et al