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用于串联质谱法观察肽和蛋白质的人血浆胰蛋白酶消化条件

Trypsin Digestion Conditions of Human Plasma for Observation of Peptides and Proteins from Tandem Mass Spectrometry.

作者信息

Chen Zhuo Zhen, Dufresne Jaimie, Bowden Peter, Miao Ming, Marshall John G

机构信息

Research Analytical Biochemistry Laboratory, Department of Chemistry and Biology, Toronto Metropolitan University, Toronto M5B 2K3, Canada.

出版信息

ACS Omega. 2024 Sep 24;9(40):41343-41354. doi: 10.1021/acsomega.4c03955. eCollection 2024 Oct 8.

Abstract

Previous meta-analysis indicated that plasma or serum proteome groups using various experimental conditions detected different peptides from the same plasma proteins, which is strong evidence for the veracity of blood fluid LC-ESI-MS/MS but also evidences that the trypsin digestion step is a key source of variation in plasma proteomics. Agreement between different digestion conditions and MS/MS algorithms may serve as an independent confirmation of the validity of the LC-ESI-MS/MS analysis of plasma peptides. Plasma contains a high percentage of albumin held together by multiple disulfide bonds; hence, reduction and/or alkylation may greatly enhance the digestion efficiency of albumin. Plasma proteins were precipitated in 90% acetonitrile, collected over quaternary amine resin, and eluted in NaCl prior to digestion treatments. To determine the effect of trypsin digestion methods, the plasma proteins were digested in 600 mM urea and 5% acetonitrile with trypsin alone, or reduced with 2 mM DTT followed by trypsin, or DTT followed by 15 mM iodoacetamide and then trypsin. The resulting peptides were analyzed by LC-ESI-MS/MS with a linear quadrupole ion trap (LIT). The MS/MS spectra were directly fit to peptides by the X!TANDEM and SEQUEST algorithms. Blank noise injections served as the analytical control, and 30 million random MS/MS served as the statistical control. Digesting human plasma with DTT reduction, or reduction and alkylation, resulted in a dramatic increase in the number and observation frequency of albumin peptides. In contrast, digestion with trypsin alone suppressed the observation of albumin, and instead, many low abundance plasma and cellular proteins showed higher observation frequency. Digestion with trypsin alone increased the observation frequency of APOC1, ACAN, ATRN, CPB2, GP2, GPX3, HBA1, PAPD5, PKD1, and many cellular proteins. After correction against noise and random controls, SEQUEST showed good agreement with the true positive plasma proteins identified by X!TANDEM and resulted in an -squared of 0.5238 with an -statistic of 10,930 on 9,935 protein gene symbols with a -value < 2.2e-16. Digestion of plasma with trypsin alone avoids the complete digestion of albumin and permits the enhanced detection of some other cellular proteins from plasma. Different digestion approaches were complimentary and together resulted in a more comprehensive plasma proteome. The protein FDR -values, the modest effect of background and Monte Carlo correction, and the significant STRING analysis were all consistent with the high fidelity of the rigorous X!TANDEM algorithm. In contrast, SEQUEST required significant correction against noise and statistical controls and selection of high cross correlation (XCorr) scores to show good agreement with X!TANDEM. There was qualitative and quantitative agreement between plasma proteins digested without alkylation from the orbital ion trap (OIT) versus the LIT instrument that showed highly significant regression against the X!TANDEM OIT monoisotopic results, those from heavy isotopes and other masses from X!TANDEM, and with those from MaxQuant. There was significant qualitative and quantitative agreement between the complementary digestion conditions consistent with the good fidelity of plasma analysis by LC-ESI-MS/MS with a sensitive linear ion trap.

摘要

先前的荟萃分析表明,在各种实验条件下使用的血浆或血清蛋白质组从相同的血浆蛋白中检测到不同的肽段,这有力证明了液相色谱 - 电喷雾串联质谱(LC - ESI - MS/MS)分析血液的准确性,但同时也表明胰蛋白酶消化步骤是血浆蛋白质组学中变异的一个关键来源。不同消化条件与串联质谱算法之间的一致性可作为对血浆肽段LC - ESI - MS/MS分析有效性的独立验证。血浆中含有高比例通过多个二硫键结合在一起的白蛋白;因此,还原和/或烷基化可能会大大提高白蛋白的消化效率。血浆蛋白在90%乙腈中沉淀,收集于季胺树脂上,并在消化处理前用氯化钠洗脱。为了确定胰蛋白酶消化方法的效果,将血浆蛋白在600 mM尿素和5%乙腈中分别用单独的胰蛋白酶消化,或先用2 mM二硫苏糖醇(DTT)还原后再用胰蛋白酶消化,或先用DTT还原,再用15 mM碘乙酰胺处理后用胰蛋白酶消化。所得肽段通过配备线性四极杆离子阱(LIT)的LC - ESI - MS/MS进行分析。串联质谱图通过X!TANDEM和SEQUEST算法直接与肽段匹配。空白噪声进样用作分析对照,3000万次随机串联质谱用作统计对照。用DTT还原或还原并烷基化处理人血浆后,白蛋白肽段的数量和观察频率显著增加。相比之下,单独用胰蛋白酶消化会抑制白蛋白的观察,相反,许多低丰度血浆和细胞蛋白显示出更高的观察频率。单独用胰蛋白酶消化会增加载脂蛋白C1(APOC1)、硫酸软骨素蛋白聚糖(ACAN)、腱生蛋白(ATRN)、胰蛋白酶原B2(CPB2)、糖蛋白2(GP2)、谷胱甘肽过氧化物酶3(GPX3)、血红蛋白α1(HBA1)、聚腺苷酸聚合酶结构域蛋白5(PAPD5)、多囊蛋白1(PKD1)以及许多细胞蛋白的观察频率。在针对噪声和随机对照进行校正后,SEQUEST与X!TANDEM鉴定出的真阳性血浆蛋白显示出良好的一致性,在9935个蛋白质基因符号上,相关系数平方为0.5238,t统计量为10930,P值<2.2e - 16。单独用胰蛋白酶消化血浆可避免白蛋白的完全消化,并允许增强检测血浆中的一些其他细胞蛋白。不同的消化方法是互补的,共同产生了更全面的血浆蛋白质组。蛋白质错误发现率(FDR)值、背景和蒙特卡罗校正的适度影响以及显著的STRING分析均与严格的X!TANDEM算法的高保真度一致。相比之下,SEQUEST需要针对噪声和统计对照进行显著校正,并选择高交叉相关(XCorr)分数才能与X!TANDEM显示出良好的一致性。来自轨道离子阱(OIT)与LIT仪器的未进行烷基化消化的血浆蛋白之间在定性和定量上具有一致性,与X!TANDEM OIT单同位素结果、来自X!TANDEM的重同位素和其他质量的结果以及来自MaxQuant的结果显示出高度显著的相关性。互补消化条件之间在定性和定量上具有显著一致性,这与配备灵敏线性离子阱的LC - ESI - MS/MS对血浆分析的良好保真度一致。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/189d/11465567/558f8a4c1931/ao4c03955_0001.jpg

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