来自 HX/MS 实验的位点分辨能量信息

Chenlin Lu, Malcolm L. Wells, Andrew Reckers, Anum Glasgow
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引用次数: 0

摘要

生物信息学揭示了蛋白质序列的模式,结构生物学方法阐明了蛋白质结构的原子细节,但要获得同样高分辨率的蛋白质构象组合的能量信息却很困难。我们介绍了 PIGEON-FEATHER,这是一种从氢交换/质谱(HX/MS)数据中计算各种大小蛋白质构象的单个或接近单个氨基酸分辨率的开放自由能(ΔGop)的方法。PIGEON-FEATHER 采用贝叶斯蒙特卡洛抽样方法消除并重建了所有实验测量的同位素质量包络。我们应用 PIGEON-FEATHER 揭示了大肠杆菌和人类二氢叶酸还原酶直向同源物(ecDHFR、hDHFR)如何进化出与它们的催化循环相适应的不同组合,以及 ecDHFR 的两种竞争性抑制剂如何以不同的方式阻止其组合。将该方法扩展到大型蛋白质-DNA复合物,我们绘制了大肠杆菌lac抑制因子中配体诱导的集合再加权图,以了解对转录调控至关重要的功能转换机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Site-resolved energetic information from HX/MS experiments
While bioinformatics reveals patterns in protein sequences and structural biology methods elucidate atomic details of protein structures, it is difficult to attain equally high-resolution energetic information about protein conformational ensembles. We present PIGEON-FEATHER, a method for calculating free energies of opening (∆Gop) at single- or near-single-amino acid resolution for protein ensembles of all sizes from hydrogen exchange/mass spectrometry (HX/MS) data. PIGEON-FEATHER disambiguates and reconstructs all experimentally measured isotopic mass envelopes using a Bayesian Monte Carlo sampling approach. We applied PIGEON-FEATHER to reveal how E. coli and human dihydrofolate reductase orthologs (ecDHFR, hDHFR) have evolved distinct ensembles tuned to their catalytic cycles, and how two competitive inhibitors of ecDHFR arrest its ensemble in different ways. Extending the method to a large protein-DNA complex, we mapped ligand-induced ensemble reweighting in the E. coli lac repressor to understand the functional switching mechanism crucial for transcriptional regulation.
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