Distinct chemical environments in biomolecular condensates

被引:27
|
作者
Kilgore, Henry R. [1 ]
Mikhael, Peter G. [2 ,3 ]
Overholt, Kalon J. [1 ,4 ]
Boija, Ann [1 ]
Hannett, Nancy M. [1 ]
Van Dongen, Catherine [1 ]
Lee, Tong Ihn [1 ]
Chang, Young-Tae [5 ]
Barzilay, Regina [2 ,3 ]
Young, Richard A. [1 ,6 ]
机构
[1] Whitehead Inst Biomed Res, Cambridge, MA 02142 USA
[2] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA USA
[3] MIT, Jameel Clin, Cambridge, MA USA
[4] MIT, Dept Biol Engn, Cambridge, MA USA
[5] Pohang Univ Sci & Technol, Dept Chem, Pohang, South Korea
[6] MIT, Dept Biol, Cambridge, MA 02139 USA
基金
新加坡国家研究基金会;
关键词
D O I
10.1038/s41589-023-01432-0
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Diverse mechanisms have been described for selective enrichment of biomolecules in membrane-bound organelles, but less is known about mechanisms by which molecules are selectively incorporated into biomolecular assemblies such as condensates that lack surrounding membranes. The chemical environments within condensates may differ from those outside these bodies, and if these differed among various types of condensate, then the different solvation environments would provide a mechanism for selective distribution among these intracellular bodies. Here we use small molecule probes to show that different condensates have distinct chemical solvating properties and that selective partitioning of probes in condensates can be predicted with deep learning approaches. Our results demonstrate that different condensates harbor distinct chemical environments that influence the distribution of molecules, show that clues to condensate chemical grammar can be ascertained by machine learning and suggest approaches to facilitate development of small molecule therapeutics with optimal subcellular distribution and therapeutic benefit.
引用
收藏
页码:291 / 301
页数:33
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