整合表面化学特性和机器学习,绘制超偏磁铁氧化物纳米粒子的毒性格局

Miroslava Nedkyalkova1, Mahdi Vasighi2, Marco Lattuada3

  • 1Department of Chemistry, Fribourg University, Chemin Du Musée 9, 1700, Fribourg, Switzerland; Swiss National Center for Competence in Research (NCCR) Bio-inspired Materials, University of Fribourg, Chemin des Verdiers 4, CH-1700, Fribourg, Switzerland; Faculty of Chemistry and Pharmacy, Sofia University "St. Kliment Ohridski", 1 James Bourchier Blvd, 1164, Sofia, Bulgaria.

Chemosphere
|April 14, 2025
PubMed
概括

超偏磁铁氧化物纳米粒子 (SPIONs) 的表面化学影响其毒性. 这项研究开发了一个预测模型,将表面特性与毒性联系起来,有助于设计更安全的生物医学用途的SPION.