Sidoli Simone, Simithy Johayra, Karch Kelly R, Kulej Katarzyna, Garcia Benjamin A
Epigenetics Program, Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania , Room 9-124, 3400 Civic Center Boulevard, Building 421, Philadelphia, Pennsylvania 19104, United States.
Anal Chem. 2015 Nov 17;87(22):11448-54. doi: 10.1021/acs.analchem.5b03009. Epub 2015 Nov 5.
Label-free peptide quantification in liquid chromatography-mass spectrometry (LC-MS) proteomics analyses is complicated by the presence of isobaric coeluting peptides, as they generate the same extracted ion chromatogram corresponding to the sum of their intensities. Histone proteins are especially prone to this, as they are heavily modified by post-translational modifications (PTMs). Their proteolytic digestion leads to a large number of peptides sharing the same mass, while carrying PTMs on different amino acid residues. We present an application of MS data-independent acquisition (DIA) to confidently determine and quantify modified histone peptides. By introducing the use of low-resolution MS/MS DIA, we demonstrate that the signals of 111 histone peptides could easily be extracted from LC-MS runs due to the relatively low sample complexity. By exploiting an LTQ-Orbitrap mass spectrometer, we parallelized MS and MS/MS scan events using the Orbitrap and the linear ion trap, respectively, decreasing the total scan time. This, in combination with large windows for MS/MS fragmentation (50 m/z) and multiple full scan events within a DIA duty cycle, led to a MS scan cycle speed of ∼45 full MS per minute, improving the definition of extracted LC-MS chromatogram profiles. By using such acquisition method, we achieved highly comparable results to our optimized acquisition method for histone peptide analysis (R(2) correlation > 0.98), which combines data-dependent acquisition (DDA) and targeted MS/MS scans, the latter targeting isobaric peptides. By using DIA, we could also remine our data set and quantify 16 additional isobaric peptides commonly not targeted during DDA experiments. Finally, we demonstrated that by performing the full MS scan in the linear ion trap, we achieve highly comparable results as when adopting high-resolution MS scans (R(2) correlation 0.97). Taken together, results confirmed that histone peptide analysis can be performed using DIA and low-resolution MS with high accuracy and precision of peptide quantification. Moreover, DIA intrinsically enables data remining to later identify and quantify isobaric peptides unknown at the time of the LC-MS experiment. These methods will open up epigenetics analyses to the proteomics community who do not have routine access to the newer generation high-resolution MS/MS generating instruments.
在液相色谱 - 质谱(LC - MS)蛋白质组学分析中,无标记肽定量因存在等压共洗脱肽而变得复杂,因为它们会产生对应于其强度总和的相同提取离子色谱图。组蛋白尤其容易出现这种情况,因为它们会受到大量翻译后修饰(PTM)的影响。其蛋白水解消化会导致大量具有相同质量的肽,同时在不同氨基酸残基上带有PTM。我们展示了一种质谱数据非依赖采集(DIA)的应用,用于可靠地确定和定量修饰的组蛋白肽。通过引入低分辨率MS/MS DIA的使用,我们证明由于样品复杂性相对较低,111种组蛋白肽的信号可以很容易地从LC - MS运行中提取出来。通过利用LTQ - Orbitrap质谱仪,我们分别使用Orbitrap和线性离子阱并行化MS和MS/MS扫描事件,减少了总扫描时间。这与用于MS/MS碎片化的大窗口(50 m/z)以及DIA duty cycle内的多个全扫描事件相结合,导致MS扫描周期速度约为每分钟45次全MS扫描,改善了提取的LC - MS色谱图轮廓的定义。通过使用这种采集方法,我们获得了与我们优化的组蛋白肽分析采集方法高度可比的结果(R(2)相关性> 0.98),后者结合了数据依赖采集(DDA)和靶向MS/MS扫描,后者针对等压肽。通过使用DIA,我们还可以挖掘我们的数据集并定量16种在DDA实验期间通常未靶向的额外等压肽。最后,我们证明通过在线性离子阱中进行全MS扫描,我们获得了与采用高分辨率MS扫描时高度可比的结果(R(2)相关性0.97)。综上所述,结果证实可以使用DIA和低分辨率MS进行组蛋白肽分析,具有高精度和肽定量的准确性。此外,DIA本质上能够进行数据挖掘,以便稍后识别和定量LC - MS实验时未知的等压肽。这些方法将为蛋白质组学界开展表观遗传学分析打开大门,这些学界通常无法常规使用新一代高分辨率MS/MS生成仪器。