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A Molecular Interpretation of 2D IR Protein Folding Experiments with Markov State Models

机译:马尔可夫状态模型对二维红外蛋白质折叠实验的分子解释

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摘要

The folding mechanism of the N-terminal domain of ribosomal protein L9 (NTL91–39) is studied using temperature-jump (T-jump) amide I′ two-dimensional infrared (2D IR) spectroscopy in combination with spectral simulations based on a Markov state model (MSM) built from millisecond-long molecular dynamics trajectories. The results provide evidence for a compact well-structured folded state and a heterogeneous fast-exchanging denatured state ensemble exhibiting residual secondary structure. The folding rate of 26.4 μs−1 (at 80°C), extracted from the T-jump response of NTL91–39, compares favorably with the 18 μs−1 obtained from the MSM. Structural decomposition of the MSM and analysis along the folding coordinate indicates that helix-formation nucleates the global folding. Simulated difference spectra, corresponding to the global folding transition of the MSM, are in qualitative agreement with measured T-jump 2D IR spectra. The experiments demonstrate the use of T-jump 2D IR spectroscopy as a valuable tool for studying protein folding, with direct connections to simulations. The results suggest that in addition to predicting the correct native structure and folding time constant, molecular dynamics simulations carried out with modern force fields provide an accurate description of folding mechanisms in small proteins.
机译:利用温度跃迁(T跃迁)酰胺I'二维红外光谱(二维红外)结合基于Markov的光谱模拟,研究了核糖体蛋白L9(NTL91–39)N末端结构域的折叠机制状态模型(MSM),由毫秒级的分子动力学轨迹构建。结果提供了紧密的结构良好的折叠状态和表现出残留二级结构的异质快速交换变性状态集合的证据。从NTL91–39的T跃迁响应中提取的26.4μs -1 (在80°C下)的折叠速率与获得的18μs -1 相比具有优势从MSM。 MSM的结构分解和沿折叠坐标的分析表明,螺旋形成使整体折叠成核。与MSM的整体折叠过渡相对应的模拟差异光谱与测得的T跃迁2D IR光谱在质量上一致。实验证明了T跃迁2D红外光谱技术是研究蛋白质折叠的有价值的工具,它与模拟直接相关。结果表明,除了预测正确的天然结构和折叠时间常数以外,利用现代力场进行的分子动力学模拟还提供了小蛋白质折叠机制的准确描述。

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