小波变换及滚球算法在单分子荧光能量共振转移图像分析中的应用（英文）

单分子荧光共振能量转移技术是通过检测单个分子内的荧光供体及受体间荧光能量转移的效率来研究分子构象的变化.要得到这些生物大分子的信息就需要对大量的单分子信号进行统计分析,人工分析这些信息,既费时费力又不具备客观性和可重复性,因此本文将小波变换及滚球算法应用到单分子荧光能量共振转移图像中对单分子信号进行统计分析.在保证准确检测到单分子信号的前提下,文章对滚球算法和小波变换算法处理图像后的线性进行了分析,结果表明,滚球算法和小波变换算法不但能够很好地去除单分子FRET图像的背景噪声,同时还能很好地保持单分子荧光信号的线性.最后本文还利用滚球算法处理单分子FRET图像及统计15 bp DNA的FRET效率的直方图,通过计算得到了15 bp DNA的FRET效率值.     

基于荧光蛋白的荧光共振能量转移探针的构建及应用

荧光共振能量转移(fluorescence resonance energy transfer,FRET)是基于荧光基团供体和荧光基团受体间偶极子–偶极子耦合作用的非辐射方式的能量传递现象。基于荧光蛋白的FRET技术已被广泛用于研究细胞信号通路中蛋白质–蛋白质活体相互作用检测、蛋白质构象变化监测以及生物探针的研制中。基于荧光蛋白的荧光共振能量转移探针使得人们可以在时间和空间层面上研究细胞信号的转导过程。该文简要介绍了四大类基于荧光蛋白的FRET生物探针的设计、研制以及其在生物信号分子检测、活细胞成像以及药物筛选中的应用和进展情况。     

荧光共振能量转移效率的实时定量测量

荧光共振能量转移（FRET）广泛用于研究分子间的距离及其相互作用,与荧光显微镜结合,可定量获取有关生物活体内蛋白质、脂类、DNA和RNA的时空信息。随着绿色荧光蛋白（GFP）的发展,FRET荧光显微镜有可能实时测量活体细胞内分子的动态性质。提出了一种定量测量FRET效率以及供体与受体间距离的简单方法,仅需使用一组滤光片和测量一个比值,利用供体和受体的发射谱肖除光谱间的串扰。该方法简单快速,可实时定量测量FRET的效率和供体与受体间的距离,尤其适用于基于GFP的供体－受体对。     

基于C6流式细胞仪平台应用FRET技术在活细胞中研究蛋白质相互作用

荧光共振能量转移(fluorescence resonance energy transfer,FRET)显微镜技术被广泛应用于在活细胞中研究蛋白质相互作用。随着流式细胞术(fluorescence activated cell sorting,FACS)的发展与应用,FACS-FRET技术不但可以检测活细胞中蛋白质相互作用,还可以进行定量统计分析。由于流式细胞仪价格昂贵、FRET技术对荧光基团发光光谱的特殊要求等原因,目前为止FACS-FRET技术仅仅被应用到一些特殊的科学研究。为了解决这些问题,构建了一对新的FRET荧光基团EGFP-m Cherry,并且在小型流式细胞仪C6上检测了EGFP-m Cherry融合蛋白的FRET信号,最后使用已明确有相互作用关系的p53蛋白和MDM2蛋白做验证,证明了所构建的EGFPm Cherry可以作为检测FRET信号的荧光基团。不仅促进了FACS-FRET技术的发展,还为人类疾病治疗的药物作用靶点研究提供了有利的研究手段。     

单分子荧光共振能量转移技术

单分子荧光共振能量转移技术（single molecule fluorescence resonance energy transfer,smFRET）通过检测单个分子内的荧光供体及受体间荧光能量转移的效率,来研究分子构象的变化。在单分子探测技术发展之前,大多数的分子实验是探测分子的综合平均效应（ensemble averages）,这一平均效应掩盖了许多特殊的信息。单分子探测可以对体系中的单个分子进行研究,得到某一分子特性的分布状况,也可研究生物分子的动力学反应。介绍了近来单分子荧光共振能量转移技术的进展。     

基于GFP的FRET应用

绿色荧光蛋白（GFP）是一种活性荧光标记,已被用来研究基因表达、分子定位,蛋白质折叠和转运;荧光共振能量转移（FRET）是一种无损伤的光学检测方法,能检测到小于纳米的距离变化。将GFP的活性定位标记功能与FRET的高分辨率相结合。为活体研究生物分子的功能和命运开创了新的篇章。作者在介绍GFP和FRET原理的基础上,综述了基于GFP的FRET在蛋白酶活性,蛋白质间相互作用 构象改变研究中的应用。     

利用荧光寿命变化定量分子内和分子间相互作用的方法

荧光寿命是指荧光分子在回到基态前在激发态停留的平均时间. 本文发展了基于荧光寿命测量来定量分子内和分子间相互作用的方法：通过G碱基猝灭对于荧光寿命的影响定量DNA二级结构的形成；通过荧光共振能量传递（FRET）中荧光寿命的变化来定量分子间的相互作用. 第一种方法巧妙利用了G碱基会猝灭临近的染料分子的性质，结合荧光寿命的变化，可以判断DNA二级结构的形成以及形成的比率. FRET是用于研究生物分子相互作用的一个重要手段. 传统的FRET方法主要是基于强度的变化，但这种变化容易受到荧光表达水平变动、样品中分子扩散以及荧光串色的影响，因此经常存在着实验比较复杂和重复性差的问题. 而基于荧光寿命的FRET研究则可以很好地克服上述缺点. 通过检测供体荧光寿命的变化，我们能够方便快捷地判断是否发生FRET，并通过建立系统的数据分析方法，得到FRET的效率以及分子之间相互作用的信息.     

多聚甲醛固定对荧光蛋白分子间FRET效率的影响

目的：研究多聚甲醛固定对利用荧光共振能量转移(fluorescence resonance energy transfer, FRET)检测细胞中蛋白质相互作用的影响,解决运动能力较强的细胞中FRET效率检测的问题。方法：选用两个已知能够相互作用的蛋白分子TRA和TRB,将荧光蛋白ECFP和EYFP的编码基因通过融合PCR分别标记在其C端;将两个融合基因共转染靶细胞,一组细胞经低浓度（0.5%）多聚甲醛短时（0.5~1h）固定,另一组不固定,利用激光共聚焦扫描显微镜检测两个融合蛋白之间的FRET效率,比较其在两组细胞之间的差异情况。结果：经过统计学分析,在活细胞和经低浓度多聚甲醛短时间固定的细胞中,ECFP与EYFP之间的FRET效率没有显著差异。结论：低浓度短时间的多聚甲醛固定对于荧光蛋白分子之间的相互作用没有显著的影响,因此对于运动能力过强的细胞可以固定后再进行FRET检测。     

利用荧光共振能量转移检测外源信号分子对拟南芥ATP水平的影响

本研究使用ATP特异性荧光共振能量转移(Fluorescence resonance energy transfer,FRET)为基础的荧光蛋白传感器(Ateam1.03-nD/nA),分析了4种外源信号分子(细胞外ATP、Ca²⁺、H₂O₂和NO)对拟南芥(Arabidopsis thaliana(L.)Heynh.)幼苗叶绿体和细胞质中ATP水平的影响。结果显示,细胞质ATP水平整体高于叶绿体,在4种不同浓度的信号分子处理下,叶绿体Ateam1.03-nD/nA的FRET比值仅在1.2 ~ 1.8波动;细胞质Ateam1.03-nD/nA 的FRET比值仅在2.2 ～ 3.0之间波动,未产生显著变化。结果表明在以上外源信号分子的作用下,植物细胞质和叶绿体ATP均维持在较为稳定的水平。     

利用荧光共振能量转移技术在活细胞内研究顺铂诱导的凋亡信号通路

为在活细胞内探讨顺铂诱导的凋亡通路．实验样品经顺铂处理后,应用基于荧光共振能量转移(FRET)原理设计的荧光探针pFRET-Bid和pSCAT-3来检测Bid切割和Capase-3活化的动态变化,同时,利用荧光成像在亚细胞水平对Bid转位线粒体的动力学特征进行了实时分析．结果表明：在顺铂诱导的细胞凋亡过程中,Bid切割发生在药物刺激后4～5 h, 历时(120±20) min．Bid切割活化后即从胞浆内转位到线粒体,历时(90±15) min．在凋亡后期,可以明显检测到Caspase-3 的激活．研究表明,应用FRET及荧光成像技术,可以在活细胞内实时、直观、可视地研究顺铂诱导的细胞凋亡过程,从而客观地反映了Bid、Caspase-3等蛋白质分子在该凋亡信号通路中的动态行为及时空传递特性．     

Denoising Single-Molecule FRET Trajectories with Wavelets and Bayesian Inference

A method to denoise single-molecule fluorescence resonance energy (smFRET) trajectories using wavelet detail thresholding and Bayesian inference is presented. Bayesian methods are developed to identify fluorophore photoblinks in the time trajectories. Simulated data are used to quantify the improvement in static and dynamic data analysis. Application of the method to experimental smFRET data shows that it distinguishes photoblinks from large shifts in smFRET efficiency while maintaining the important advantage of an unbiased approach. Known sources of experimental noise are examined and quantified as a means to remove their contributions via soft thresholding of wavelet coefficients. A wavelet decomposition algorithm is described, and thresholds are produced through the knowledge of noise parameters in the discrete-time photon signals. Reconstruction of the signals from thresholded coefficients produces signals that contain noise arising only from unquantifiable parameters. The method is applied to simulated and observed smFRET data, and it is found that the denoised data retain their underlying dynamic properties, but with increased resolution.     

FRET-based identification of mRNAs undergoing translation

We present proof-of-concept in vitro results demonstrating the feasibility of using single molecule fluorescence resonance energy transfer (smFRET) measurements to distinguish, in real time, between individual ribosomes programmed with several different, short mRNAs. For these measurements we use either the FRET signal generated between two tRNAs labeled with different fluorophores bound simultaneously in adjacent sites to the ribosome (tRNA-tRNA FRET) or the FRET signal generated between a labeled tRNA bound to the ribosome and a fluorescent derivative of ribosomal protein L1 (L1-tRNA FRET). With either technique, criteria were developed to identify the mRNAs, taking into account the relative activity of the mRNAs. These criteria enabled identification of the mRNA being translated by a given ribosome to within 95% confidence intervals based on the number of identified FRET traces. To upgrade the approach for natural mRNAs or more complex mixtures, the stoichiometry of labeling should be enhanced and photobleaching reduced. The potential for porting these methods into living cells is discussed.     

Probing complexes with single fluorophores: factors contributing to dispersion of FRET in DNA/RNA duplexes

Single molecule fluorescent microscopy is a method for the analysis of the dynamics of biological macromolecules by detecting the fluorescence signal produced by fluorophores associated with the macromolecule. Two fluorophores located in a close proximity may result in Förster resonance energy transfer (FRET), which can be detected at the single molecule level and the efficiency of energy transfer calculated. In most cases, the experimentally observed distribution of FRET efficiency exhibits a significant width corresponding to 0.07–0.2 (on a scale of 0–1). Here, we present a general approach describing the analysis of experimental data for a DNA/RNA duplex. We have found that for a 15 bp duplex with Cy3 and Cy5 fluorophores attached to the opposite ends of the helix, the width of the energy transfer distribution is mainly determined by the photon shot noise and the orientation factor, whereas the variation of inter-dye distances plays a minor role.     

Single molecule FRET for the study on structural dynamics of biomolecules

Single molecule fluorescence resonance energy transfer (FRET) is the technique that has been developed by combining FRET measurement and single molecule fluorescence imaging. This technique allows us to measure the dynamic changes of the interaction and structures of biomolecules. In this study, the validity of the method was tested using fluorescence dyes on double stranded DNA molecules as a rigid spacer. FRET signals from double stranded DNA molecules were stable and their average FRET values provided the distance between the donor and acceptor in agreement with B-DNA type helix model. Next, the single molecule FRET method was applied to the studies on the dynamic structure of Ras, a signaling protein. The data showed that Ras has multiple conformational states and undergoes transition between them. This study on the dynamic conformation of Ras provided a clue for understanding the molecular mechanism of cell signaling switches.     

Heterogeneity of single molecule FRET signals reveals multiple active ribosome subpopulations

Single molecule methods have revealed that heterogeneity is common in biological systems. However, interpretations of the complex signals are challenging. By tracking the fluorescence resonance energy transfer (FRET) signals between the A‐site tRNA and L27 protein in single ribosomes, we attempt to develop a qualitative method to subtract the inherent patterns of the heterogeneous single molecule FRET data. Seven ribosome subpopulations are identified using this method and spontaneous exchanges among these subpopulations are observed. All of the pretranslocation subpopulations are competent in real‐time translocation, but via distinguished pathways. These observations suggest that the ribosome may function through multiple reaction pathways. Proteins 2014; 82:1–9. © 2013 Wiley Periodicals, Inc.     

Identification of plasma membrane macro- and microdomains from wavelet analysis of FRET microscopy

In this study, we sought to characterize functional signaling domains by applying the multiresolution properties of the continuous wavelet transform to fluorescence resonance energy transfer (FRET) microscopic images of plasma membranes. A genetically encoded FRET reporter of protein kinase C (PKC)-dependent phosphorylation was expressed in COS1 cells. Differences between wavelet coefficient matrices revealed several heterogeneous domains (typically ranging from 1 to 5 microm), reflecting the dynamic balance between PKC and phosphatase activity during stimulation with phorbol-12,13-dibutyrate or acetylcholine. The balance in these domains was not necessarily reflected in the overall plasma membrane changes, and observed heterogeneity was absent when cells were exposed to a phosphatase or PKC inhibitor. Prolonged exposure to phorbol-12,13-dibutyrate and acetylcholine yielded more homogeneous FRET distribution in plasma membranes. The proposed wavelet-based image analysis provides, for the first time, a basis and a means of detecting and quantifying dynamic changes in functional signaling domains, and may find broader application in studying fine aspects of cellular signaling by various imaging reporters.     

Single molecule detection of DNA looping by NgoMIV restriction endonuclease

Single molecule fluorescence resonance energy transfer (FRET) and fluorescence correlation spectroscopy were used to investigate DNA looping by NgoMIV restriction endonuclease. Using a linear double-stranded DNA (dsDNA) molecule labeled with a fluorescence donor molecule, Cy3, and fluorescence acceptor molecule, Cy5, and by varying the concentration of NgoMIV endonuclease from 0 to 3 x 10(-6) M, it was possible to detect and determine diffusion properties of looped DNA/protein complexes. FRET efficiency distributions revealed a subpopulation of complexes with an energy transfer efficiency of 30%, which appeared upon addition of enzyme in the picomolar to nanomolar concentration range (using 10(-11) M dsDNA). The concentration dependence, fluorescence burst size analysis, and fluorescence correlation analysis were all consistent with this subpopulation arising from a sequence specific interaction between an individual enzyme and a DNA molecule. A 30% FRET efficiency corresponds to a distance of approximately 65 A, which correlates well with the distance between the ends of the dsDNA molecule when bound to NgoMIV according to the crystal structure of this complex. Formation of the looped complexes was also evident in measurements of the diffusion times of freely diffusing DNA molecules with and without NgoMIV. At very high protein concentrations compared to the DNA concentration, FRET and fluorescence correlation spectroscopy results revealed the formation of larger DNA/protein complexes.