Rational strategies for improving the efficiency of design and discovery of nanomedicines

Abstract The rise of rational strategies in nanomedicine development, such as high-throughput methods and computer-aided techniques, has led to a shift in the design and discovery patterns of nanomedicines from a trial-and-error mode to a rational mode. This transition facilitates the enhancement of...

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Main Authors: Xiaoting Shan, Ying Cai, Binyu Zhu, Lingli Zhou, Xujie Sun, Xiaoxuan Xu, Qi Yin, Dangge Wang, Yaping Li
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-024-54265-3
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author Xiaoting Shan
Ying Cai
Binyu Zhu
Lingli Zhou
Xujie Sun
Xiaoxuan Xu
Qi Yin
Dangge Wang
Yaping Li
author_facet Xiaoting Shan
Ying Cai
Binyu Zhu
Lingli Zhou
Xujie Sun
Xiaoxuan Xu
Qi Yin
Dangge Wang
Yaping Li
author_sort Xiaoting Shan
collection DOAJ
description Abstract The rise of rational strategies in nanomedicine development, such as high-throughput methods and computer-aided techniques, has led to a shift in the design and discovery patterns of nanomedicines from a trial-and-error mode to a rational mode. This transition facilitates the enhancement of efficiency in the preclinical discovery pipeline of nanomaterials, particularly in improving the hit rate of nanomaterials and the optimization efficiency of promising candidates. Herein, we describe a directed evolution mode of nanomedicines driven by data to accelerate the discovery of nanomaterials with high delivery efficiency. Computer-aided design strategies are introduced in detail as one of the cutting-edge directions for the development of nanomedicines. Ultimately, we look forward to expanding the tools for the rational design and discovery of nanomaterials using multidisciplinary approaches. Rational design strategies may potentially boost the delivery efficiency of next-generation nanomedicines.
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institution Kabale University
issn 2041-1723
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publishDate 2024-11-01
publisher Nature Portfolio
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series Nature Communications
spelling doaj-art-02e336d4f2ce4d82b1e080d39dfe2ee82024-11-24T12:33:39ZengNature PortfolioNature Communications2041-17232024-11-011511910.1038/s41467-024-54265-3Rational strategies for improving the efficiency of design and discovery of nanomedicinesXiaoting Shan0Ying Cai1Binyu Zhu2Lingli Zhou3Xujie Sun4Xiaoxuan Xu5Qi Yin6Dangge Wang7Yaping Li8State Key Laboratory of Drug Research & Center of Pharmaceutics, Shanghai Institute of Materia Medica, Chinese Academy of SciencesState Key Laboratory of Drug Research & Center of Pharmaceutics, Shanghai Institute of Materia Medica, Chinese Academy of SciencesState Key Laboratory of Drug Research & Center of Pharmaceutics, Shanghai Institute of Materia Medica, Chinese Academy of SciencesState Key Laboratory of Drug Research & Center of Pharmaceutics, Shanghai Institute of Materia Medica, Chinese Academy of SciencesState Key Laboratory of Drug Research & Center of Pharmaceutics, Shanghai Institute of Materia Medica, Chinese Academy of SciencesState Key Laboratory of Drug Research & Center of Pharmaceutics, Shanghai Institute of Materia Medica, Chinese Academy of SciencesState Key Laboratory of Drug Research & Center of Pharmaceutics, Shanghai Institute of Materia Medica, Chinese Academy of SciencesPrecision Research Center for Refractory Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of MedicineState Key Laboratory of Drug Research & Center of Pharmaceutics, Shanghai Institute of Materia Medica, Chinese Academy of SciencesAbstract The rise of rational strategies in nanomedicine development, such as high-throughput methods and computer-aided techniques, has led to a shift in the design and discovery patterns of nanomedicines from a trial-and-error mode to a rational mode. This transition facilitates the enhancement of efficiency in the preclinical discovery pipeline of nanomaterials, particularly in improving the hit rate of nanomaterials and the optimization efficiency of promising candidates. Herein, we describe a directed evolution mode of nanomedicines driven by data to accelerate the discovery of nanomaterials with high delivery efficiency. Computer-aided design strategies are introduced in detail as one of the cutting-edge directions for the development of nanomedicines. Ultimately, we look forward to expanding the tools for the rational design and discovery of nanomaterials using multidisciplinary approaches. Rational design strategies may potentially boost the delivery efficiency of next-generation nanomedicines.https://doi.org/10.1038/s41467-024-54265-3
spellingShingle Xiaoting Shan
Ying Cai
Binyu Zhu
Lingli Zhou
Xujie Sun
Xiaoxuan Xu
Qi Yin
Dangge Wang
Yaping Li
Rational strategies for improving the efficiency of design and discovery of nanomedicines
Nature Communications
title Rational strategies for improving the efficiency of design and discovery of nanomedicines
title_full Rational strategies for improving the efficiency of design and discovery of nanomedicines
title_fullStr Rational strategies for improving the efficiency of design and discovery of nanomedicines
title_full_unstemmed Rational strategies for improving the efficiency of design and discovery of nanomedicines
title_short Rational strategies for improving the efficiency of design and discovery of nanomedicines
title_sort rational strategies for improving the efficiency of design and discovery of nanomedicines
url https://doi.org/10.1038/s41467-024-54265-3
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