Proteome-Wide Assessment of Protein Structural Perturbations Under High Pressure.

PRX life Pub Date : 2024-09-01 Epub Date: 2024-09-09 DOI:10.1103/prxlife.2.033011
Haley M Moran, Edgar Manriquez-Sandoval, Piyoosh Sharma, Stephen D Fried, Richard E Gillilan
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Abstract

One of the planet's more understudied ecosystems is the deep biosphere, where organisms can experience high hydrostatic pressures (30-110 MPa); yet, by current estimates, these subsurface and deep ocean zones host the majority of the Earth's microbial and animal life. The extent to which terrestrially relevant pressures up to 100 MPa deform most globular proteins - and which kinds - has not been established. Here, we report the invention of an experimental apparatus that enables structural proteomic methods to be carried out at high pressures for the first time. The method, called high-pressure limited proteolysis (Hi-P LiP), involves performing pulse proteolysis on whole cell extracts brought to high pressure. The resulting sites of proteolytic susceptibility induced by pressure are subsequently read out by sequencing the peptide fragments with tandem liquid chromatography-mass spectrometry. The method sensitively detects pressure-induced structural changes with residue resolution and on whole proteomes, providing a deep and broad view of the effect of pressure on protein structure. When applied to a piezo-sensitive thermophilic bacterium, Thermus thermophilus, we find that ca. 40% of its soluble proteome is structurally perturbed at 100 MPa. Proteins with lower charge density are more resistant to pressure-induced deformation, as expected; however, contrary to expectations, proteins with lower packing density (i.e., more voids) are also more resistant to deformation. Furthermore, high pressure has previously been shown to preferentially alter conformations around active sites. Here, we show this is also observed in Hi-P LiP, suggesting that the method could provide a generic and unbiased modality to detect binding sites on a proteome scale. Hence, datasets of this kind could prove useful for training emerging AI models to predict cryptic binding sites with greater accuracy.

高压下蛋白质结构扰动的蛋白质组级评估。
地球上研究较少的生态系统之一是深层生物圈,在那里生物可以承受高静水压力(30-110兆帕);然而,根据目前的估计,这些地下和深海区域是地球上大多数微生物和动物生命的家园。与地球相关的高达100兆帕的压力在多大程度上使大多数球状蛋白质变形——以及哪一种——尚未确定。在这里,我们报告了一种实验装置的发明,该装置首次使结构蛋白质组学方法能够在高压下进行。这种方法被称为高压有限蛋白水解(Hi-P LiP),包括对高压下的全细胞提取物进行脉冲蛋白水解。随后用串联液相色谱-质谱法对肽片段进行测序,读出压力诱导的蛋白水解敏感性位点。该方法灵敏地检测到压力引起的结构变化,残基分辨率和整个蛋白质组,为压力对蛋白质结构的影响提供了深入而广泛的视角。当应用于一种对压电敏感的嗜热细菌时,我们发现大约40%的可溶性蛋白质组在100兆帕时发生结构扰动。正如预期的那样,电荷密度较低的蛋白质更能抵抗压力引起的变形;然而,与预期相反,具有较低堆积密度(即更多空隙)的蛋白质也更耐变形。此外,高压先前已被证明优先改变活性位点周围的构象。在这里,我们展示了在hp LiP中也观察到这一点,这表明该方法可以提供一种通用的、无偏倚的方式来检测蛋白质组尺度上的结合位点。因此,这类数据集可能有助于训练新兴的人工智能模型,以更高的精度预测隐式结合位点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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