Chen Wenrong, Ding Zhengming, Zang Yong, Liu Xiaowen
bioRxiv. 2023 Apr 6:2023.04.04.535618. doi: 10.1101/2023.04.04.535618.
Many proteoforms can be produced from a gene due to genetic mutations, alternative splicing, post-translational modifications (PTMs), and other variations. PTMs in proteoforms play critical roles in cell signaling, protein degradation, and other biological processes. Mass spectrometry (MS) is the primary technique for investigating PTMs in proteoforms, and two alternative MS approaches, top-down and bottom-up, have complementary strengths. The combination of the two approaches has the potential to increase the sensitivity and accuracy in PTM identification and characterization. In addition, protein and PTM knowledgebases, such as UniProt, provide valuable information for PTM characterization and validation. Here, we present a software pipeline called PTM-TBA (PTM characterization by Top-down, Bottom-up MS and Annotations) for identifying and localizing PTMs in proteoforms by integrating top-down and bottom-up MS as well as UniProt annotations. We identified 1,662 mass shifts from a top-down MS data set of SW480 cells, 545 (33%) of which were matched to 12 common PTMs, and 351 of which were localized. PTM-TBA validated 346 of the 1,662 mass shifts using UniProt annotations or a bottom-up MS data set of SW480 cells.
由于基因突变、可变剪接、翻译后修饰(PTM)及其他变异,一个基因可产生多种蛋白质异构体。蛋白质异构体中的PTM在细胞信号传导、蛋白质降解及其他生物学过程中发挥着关键作用。质谱(MS)是研究蛋白质异构体中PTM的主要技术,自上而下和自下而上这两种替代MS方法具有互补优势。两种方法的结合有可能提高PTM鉴定和表征的灵敏度和准确性。此外,蛋白质和PTM知识库,如UniProt,为PTM的表征和验证提供了有价值的信息。在此,我们展示了一种名为PTM-TBA(通过自上而下、自下而上的MS和注释进行PTM表征)的软件流程,用于通过整合自上而下和自下而上的MS以及UniProt注释来鉴定和定位蛋白质异构体中的PTM。我们从SW480细胞的自上而下MS数据集中鉴定出1662个质量位移,其中545个(33%)与12种常见的PTM相匹配,351个已定位。PTM-TBA使用UniProt注释或SW480细胞的自下而上MS数据集对1662个质量位移中的346个进行了验证。