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<p>Controlling protein solubility is critical yet challenging for food and pharmaceutical applications. This review dissects the molecular and environmental determinants governing solubility behavior. It integrates traditional modification strategies with emerging artificial intelligence-driven approaches, emphasizing the transition from empirical trial-and-error to data-driven rational design. This work provides a systematic framework to advance protein engineering solutions across diverse industrial sectors.</p>

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Strategies for enhancing protein solubility: methods, applications, and prospects

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2026年2月5日

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  • Ruiqi Cao,
  • Weihao Wang,
  • Zhiyan Zhang,
  • Chuan Wang,
  • Qingjing Huang,
  • Lixiu Yan,
  • Jiamin Zhang,
  • Jie Cheng

摘要

Controlling protein solubility is critical yet challenging for food and pharmaceutical applications. This review dissects the molecular and environmental determinants governing solubility behavior. It integrates traditional modification strategies with emerging artificial intelligence-driven approaches, emphasizing the transition from empirical trial-and-error to data-driven rational design. This work provides a systematic framework to advance protein engineering solutions across diverse industrial sectors.