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A systematic analysis of the effects of increasing degrees of serum immunodepletion in terms of depth of coverage and other key aspects in top-down and bottom-up proteomic analyses

机译:从上至下和自下而上的蛋白质组学分析的覆盖深度和其他关键方面对血清免疫耗竭程度增加的影响进行系统分析

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摘要

Immunodepletion of clinical fluids to overcome the dominance by a few very abundant proteins has been explored but studies are few, commonly examining only limited aspects with one analytical platform. We have systematically compared immunodepletion of 6, 14, or 20 proteins using serum from renal transplant patients, analysing reproducibility, depth of coverage, efficiency, and specificity using 2-D DIGE (‘top-down’) and LC-MS/MS (‘bottom-up’). A progressive increase in protein number (≥2 unique peptides) was found from 159 in unfractionated serum to 301 following 20 protein depletion using a relatively high-throughput 1-D-LC-MS/MS approach, including known biomarkers and moderate–lower abundance proteins such as NGAL and cytokine/growth factor receptors. On the contrary, readout by 2-D DIGE demonstrated good reproducibility of immunodepletion, but additional proteins seen tended to be isoforms of existing proteins. Depletion of 14 or 20 proteins followed by LC-MS/MS showed excellent reproducibility of proteins detected and a significant overlap between columns. Using label-free analysis, greater run-to-run variability was seen with the Prot20 column compared with the MARS14 column (median %CVs of 30.9 versus 18.2%, respectively) and a corresponding wider precision profile for the Prot20. These results illustrate the potential of immunodepletion followed by 1-D nano-LC-LTQ Orbitrap Velos analysis in a moderate through-put biomarker discovery process.
机译:已经探索了通过少量非常丰富的蛋白质来克服临床体液的免疫缺陷化,但是研究很少,通常仅使用一个分析平台来检查有限的方面。我们使用肾脏移植患者的血清系统比较了6种,14种或20种蛋白质的免疫耗竭情况,使用2-D DIGE('top-down')和LC-MS / MS分析了重现性,覆盖深度,效率和特异性( '自下而上')。使用相对高通量的1-D-LC-MS / MS方法(包括已知的生物标志物和中度至较低的丰度),发现蛋白质数量(≥2个独特肽)从未分离血清中的159个增加到20个蛋白质消耗后的301个NGAL和细胞因子/生长因子受体等蛋白质。相反,二维DIGE的读数显示了免疫耗竭的良好再现性,但是看到的其他蛋白质往往是现有蛋白质的同工型。用LC-MS / MS去除14或20种蛋白质后,检测到的蛋白质具有出色的重现性,各色谱柱之间存在明显的重叠。使用无标签分析,与MARS14色谱柱相比,Prot20色谱柱的运行差异更大(中位%CV分别为30.9和18.2%),并且Prot20的精度范围也相应更大。这些结果说明了在中等通量生物标记物发现过程中进行一维纳米LC-LTQ Orbitrap Velos分析后进行免疫耗竭的潜力。

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