揺らぐ分子をより詳しく見る(Wobbly molecules get a closer look)

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2024-08-13 ワシントン大学セントルイス校

ワシントン大学セントルイス校のマシュー・ルー教授が、分子の不規則な動きをより正確に測定・解釈するための新しい理論的枠組みを開発しました。この枠組みは、従来の等方性拡散モデルでは見逃されていた、分子の異方性拡散を考慮しています。これにより、ノイズや誤差を処理しつつ、実際の生物環境での分子の回転や動きを高精度で測定できるようになります。この進展は、免疫学やバイオ分子凝集体の研究など、多くの応用分野での理解を深めることに貢献します。

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単一分子の異方的回転拡散測定における基本的限界 Fundamental Limits in Measuring the Anisotropic Rotational Diffusion of Single Molecules

Weiyan Zhou,Tingting Wu,Matthew D. Lew
The Journal of Physical Chemistry A  Published: July 8, 2024
DOI:https://doi.org/10.1021/acs.jpca.4c03160

Abstract

 

揺らぐ分子をより詳しく見る(Wobbly molecules get a closer look)

Many biophysical techniques, such as single-molecule fluorescence correlation spectroscopy, Förster resonance energy transfer, and fluorescence anisotropy, measure the translation and rotation of biomolecules to quantify molecular processes at the nanoscale. These methods often simplify data analysis by assuming isotropic rotational diffusion, e.g., that molecules wobble within a circular cone. This simplification ignores the anisotropy present in many biological contexts that may cause molecules to exhibit different degrees of diffusion in different directions. Here, we loosen this assumption and establish a theoretical framework for describing and measuring anisotropic rotational diffusion using fluorescence imaging. We show that anisotropic wobble is directly quantified by the eigenvalues of a 3-by-3 positive-semidefinite Hermitian matrix M consisting of the second-order moments of a molecule’s transition dipole μ. This formalism enables us to model the influence of unavoidable shot noise using a Hermitian perturbation matrix E; the eigenvalues of E directly bound errors in measurements of wobble via Weyl’s inequality. Quantifying various perturbations E reveals that anisotropic wobble measurements are generally more sensitive to errors compared to quantifying isotropic wobble. Moreover, severe shot noise can induce negative eigenvalues in estimates of M, thereby causing the anisotropic wobble measurement to fail. Our analysis, using Fisher information, shows that techniques with worse orientation measurement sensitivity experience stronger perturbations E and require larger signal to background ratios to measure anisotropic rotational diffusion accurately. Our work provides deep insights for improving the state of the art in imaging the orientations and anisotropic rotational diffusion of single molecules.

1700応用理学一般
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