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Juan A. Castillo-Garit

Researcher at Universidad de Ciencias Medicas

Publications -  64
Citations -  1089

Juan A. Castillo-Garit is an academic researcher from Universidad de Ciencias Medicas. The author has contributed to research in topics: Quantitative structure–activity relationship & Linear regression. The author has an hindex of 19, co-authored 60 publications receiving 978 citations. Previous affiliations of Juan A. Castillo-Garit include Central University, India & Central University of Las Villas.

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Estimation of ADME properties in drug discovery: Predicting Caco‐2 cell permeability using atom‐based stochastic and non‐stochastic linear indices

TL;DR: Results suggest that the proposed method is a good tool for studying the oral absorption of drug candidates, and compares favorably with other approaches implemented in the Dragon software, as well as other methods from the international literature.
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Protein linear indices of the 'macromolecular pseudograph α-carbon atom adjacency matrix' in bioinformatics. Part 1: Prediction of protein stability effects of a complete set of alanine substitutions in Arc repressor

TL;DR: The linear discriminant analysis and piecewise models in combination are used to classify and predict the stability of the mutant Arc homodimers, indicating that topologic/topographic protein backbone interactions control the stability profile of wild-type Arc and its alanine mutants.
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A novel approach to predict aquatic toxicity from molecular structure.

TL;DR: The non-stochastic and stochastic linear indices appear to provide an interesting alternative to costly and time-consuming experiments for determining toxicity in aquatic toxicity models developed using the Dragon software.