Small-molecule properties define partitioning into biomolecular condensates

IF 19.2 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Nature chemistry Pub Date : 2024-09-13 DOI:10.1038/s41557-024-01630-w
Sabareesan Ambadi Thody, Hanna D. Clements, Hamid Baniasadi, Andrew S. Lyon, Matthew S. Sigman, Michael K. Rosen
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Abstract

Biomolecular condensates regulate cellular function by compartmentalizing molecules without a surrounding membrane. Condensate function arises from the specific exclusion or enrichment of molecules. Thus, understanding condensate composition is critical to characterizing condensate function. Whereas principles defining macromolecular composition have been described, understanding of small-molecule composition remains limited. Here we quantified the partitioning of ~1,700 biologically relevant small molecules into condensates composed of different macromolecules. Partitioning varied nearly a million-fold across compounds but was correlated among condensates, indicating that disparate condensates are physically similar. For one system, the enriched compounds did not generally bind macromolecules with high affinity under conditions where condensates do not form, suggesting that partitioning is not governed by site-specific interactions. Correspondingly, a machine learning model accurately predicts partitioning using only computed physicochemical features of the compounds, chiefly those related to solubility and hydrophobicity. These results suggest that a hydrophobic environment emerges upon condensate formation, driving the enrichment and exclusion of small molecules.

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小分子特性决定了生物分子凝聚物的分区
生物分子凝集物通过在没有周围膜的情况下分隔分子来调节细胞功能。凝聚态的功能源于分子的特定排斥或富集。因此,了解凝结物的组成对于鉴定凝结物的功能至关重要。虽然定义大分子组成的原理已被描述,但对小分子组成的了解仍然有限。在这里,我们量化了 ~1,700 种生物相关小分子在由不同大分子组成的凝聚物中的分配。不同化合物的分区相差近一百万倍,但不同凝聚物之间是相关的,这表明不同的凝聚物在物理上是相似的。在一个系统中,富集的化合物在不形成凝聚态的条件下一般不会与大分子产生高亲和力的结合,这表明分区不受特定位点相互作用的影响。相应地,机器学习模型仅利用计算的化合物理化特征(主要是与溶解度和疏水性有关的特征)就能准确预测分配。这些结果表明,冷凝物形成后会出现疏水环境,推动小分子的富集和排斥。
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来源期刊
Nature chemistry
Nature chemistry 化学-化学综合
CiteScore
29.60
自引率
1.40%
发文量
226
审稿时长
1.7 months
期刊介绍: Nature Chemistry is a monthly journal that publishes groundbreaking and significant research in all areas of chemistry. It covers traditional subjects such as analytical, inorganic, organic, and physical chemistry, as well as a wide range of other topics including catalysis, computational and theoretical chemistry, and environmental chemistry. The journal also features interdisciplinary research at the interface of chemistry with biology, materials science, nanotechnology, and physics. Manuscripts detailing such multidisciplinary work are encouraged, as long as the central theme pertains to chemistry. Aside from primary research, Nature Chemistry publishes review articles, news and views, research highlights from other journals, commentaries, book reviews, correspondence, and analysis of the broader chemical landscape. It also addresses crucial issues related to education, funding, policy, intellectual property, and the societal impact of chemistry. Nature Chemistry is dedicated to ensuring the highest standards of original research through a fair and rigorous review process. It offers authors maximum visibility for their papers, access to a broad readership, exceptional copy editing and production standards, rapid publication, and independence from academic societies and other vested interests. Overall, Nature Chemistry aims to be the authoritative voice of the global chemical community.
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