Understanding the effect of carrier proteomes in single cell proteomic studies - key lessons

蛋白质组 蛋白质组学 多路复用 计算机科学 定量蛋白质组学 计算生物学 样品(材料) 等压标记 质谱法 生物信息学 化学 生物 色谱法 电信 生物化学 基因
作者
Pankaj Dwivedi,Christopher M. Rose
出处
期刊:Expert Review of Proteomics [Taylor & Francis]
卷期号:19 (1): 5-15 被引量:15
标识
DOI:10.1080/14789450.2022.2036126
摘要

Mass spectrometry-based single-cell proteomics (scMS) is experiencing rapid evolution due to the increased sensitivity of mass spectrometers as well as advances in multiplexing and sample preparation. To date, researchers have focused on two general approaches to scMS: label-free and isobaric label-based multiplexing. While label-free analysis provides straightforward sample preparation and a clear path to automation, it currently lacks the throughput necessary to practically analyze thousands of single cells. Multiplexed analysis utilizing isobaric labels requires additional sample manipulation but increases throughput such that analyzing thousands of cells is currently achievable. A key feature of multiplexed scMS experiments is a 'carrier proteome' - a sample added at 25x-500x, the single-cell sample that increases the number of proteins that can be identified in an MS analysis.Here, we review early examples of carrier proteomes in quantitative proteomics before summarizing advantages and challenges of using a carrier proteome in scMS experiments.We conclude that the addition of carrier proteomes improves depth of identification for scMS, but high levels of carrier proteomes can have adverse effects on quantitative accuracy and precision.

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