使用对称加权光谱差异进行循环二元化光谱的定量比较和聚类
Karim Chouchane1, Marina Kirkitadze2, Rahul Misra2
1Capgemini Engineering, Hybrid Intelligence Technologies, Lyon, France.
The AAPS journal
|December 20, 2024
概括
一种新的对称光谱差异 (SWSD) 方法使得宏分子结构的无参考比较成为可能. 这种多功能工具准确地集群病毒,跟踪蛋白质变质化动力学,推进光谱分析.
科学领域:
- 生物物理化学 生物物理化学
- 结构生物学是结构生物学.
- 频谱学分析的分析.
背景情况:
- 谱学对于确定宏分子结构和稳定性至关重要,特别是在基于蛋白质和核酸的药物.
- 权重光谱差异 (WSD) 方法量化了光谱不相似性,但有局限性,包括缺乏对称性和参考依赖性.
研究的目的:
- 开发WSD (SWSD) 的无参考,对称版本,以进行可靠的光谱比较.
- 为了证明SWSD在群组比较,动态跟踪和光谱数据等级聚类中的实用性.
主要方法:
- 对称加权光谱差异 (SWSD) 算法的开发.
- 在流感疫苗和重组尖端蛋白的循环二元化谱中应用SWSD.
- 与差异扫描热度计 (DSC) 对蛋白质变性研究的验证.
主要成果:
- SWSD实现了流感A和B病毒的完美聚类.
- 在加热过程中,SWSD动力学准确地确定了一个尖端蛋白的两个变性温度 (Tm).
- 该方法在分析生物宏分子的光谱数据方面表现出了多功能性.
结论:
- SWSD是用于定量光谱比较的高效和多功能工具.
- SWSD促进了光谱动力学跟踪和光谱的无监督分类.
- 这种方法增强了使用光谱学的宏分子结构和稳定性的分析.
相关概念视频
2D NMR: Heteronuclear Single-Quantum Correlation Spectroscopy (HSQC)
636
Heteronuclear single-quantum correlation spectroscopy (HSQC) is a 2D NMR technique that reveals one-bond correlations between hydrogen and a heteronucleus. The HSQC experiment is similar to the heteronuclear correlation experiment (HETCOR) but is more sensitive. In the HSQC spectrum, the proton chemical shift is plotted on the horizontal F2 axis, while the 13C chemical shift is plotted on the vertical F1 axis. The corresponding proton and 13C spectra are also shown. The HSQC contour plot does...
636
¹H NMR: Interpreting Distorted and Overlapping Signals
1.0K
Spin systems where the difference in chemical shifts of the coupled nuclei is greater than ten times J are called first-order spin systems. These nuclei are weakly coupled, and their chemical shifts and coupling constant can generally be estimated from the well-separated signals in the spectrum.
As Δν decreases and the signals move closer, the doublets appear increasingly distorted. The intensities of the inner lines increase at the cost of those of the outer lines as the signals are...
As Δν decreases and the signals move closer, the doublets appear increasingly distorted. The intensities of the inner lines increase at the cost of those of the outer lines as the signals are...
1.0K
2D NMR: Homonuclear Correlation Spectroscopy (COSY)
953
Homonuclear correlation spectroscopy, or COSY, is a 2-dimensional NMR technique that provides information about coupled protons. Typically, the geminal and vicinal coupling are observed. For example, consider the COSY spectrum of ethyl acetate, where its 1D proton NMR spectrum is plotted along the vertical and horizontal axes with their corresponding chemical shift scale. Three spots on the diagonal corresponding to the three peaks in the 1D proton spectrum are called diagonal peaks. The COSY...
953
2D NMR: Overview of Homonuclear Correlation Techniques
168
Homonuclear correlation spectroscopy (COSY) is a powerful technique used in Nuclear Magnetic Resonance (NMR) spectroscopy to study the correlations between nuclei of the same type within a molecule. It provides information about scalar couplings between adjacent nuclei, which helps determine connectivity and structural information. There are several COSY variants, each with its unique strengths and experimental parameters.
COSY90 is the standard two-dimensional (2D) COSY experiment that...
COSY90 is the standard two-dimensional (2D) COSY experiment that...
168
2D NMR: Overview of Heteronuclear Correlation Techniques
152
Heteronuclear correlation spectroscopy is an analytical technique that investigates the coupling between different types of nuclei, often a proton and an X-nucleus, such as carbon-13 or nitrogen-15. This method is commonly used in nuclear magnetic resonance (NMR) spectroscopy to gain insights into complex chemical compounds' structural and compositional aspects. A typical heteronuclear correlation spectrum displays X-nucleus chemical shifts on one axis and a proton spectrum on the other...
152


