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用KRAS抑制剂MRTX1133处理的癌细胞的代谢组学、蛋白质组学和单细胞蛋白质组学分析。

Metabolomic, proteomic and single cell proteomic analysis of cancer cells treated with the KRAS inhibitor MRTX1133.

作者信息

Orsburn Benjamin C

机构信息

The Department of Pharmacology and Molecular Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, USA, 21205.

出版信息

bioRxiv. 2023 Sep 13:2023.03.23.533981. doi: 10.1101/2023.03.23.533981.

Abstract

Mutations in KRAS are common drivers of human cancers and are often those with the poorest overall prognosis for patients. A recently developed compound, MRTX1133, has shown promise in inhibiting the activity of KRAS mutant proteins, one of the main drivers in pancreatic cancer. To better understand the mechanism of action of this compound I performed both proteomics and metabolomics on four KRAS mutant pancreatic cancer cell lines. To obtain increased granularity in the proteomic observations, single cell proteomics was successfully performed on two of these lines. Following quality filtering, a total of 1,498 single cells were analyzed. From these cells 3,140 total proteins were identified with approximately 953 proteins quantified per cell. At 48 hours of treatment, two distinct populations of cells can be observed based on the level of effectiveness of the drug in decreasing total abundance of the KRAS protein in each respective cell, results that are effectively masked in the bulk cell analysis. All mass spectrometry data and processed results are publicly available at the www.massive.ucsd.edu at accessions PXD039597, PXD039601 and PXD039600.

摘要

KRAS基因突变是人类癌症常见的驱动因素,通常也是患者总体预后最差的因素。最近研发的一种化合物MRTX1133在抑制KRAS突变蛋白活性方面显示出前景,KRAS突变蛋白是胰腺癌的主要驱动因素之一。为了更好地理解这种化合物的作用机制,我对四种KRAS突变的胰腺癌细胞系进行了蛋白质组学和代谢组学研究。为了在蛋白质组学观察中获得更高的分辨率,在其中两个细胞系上成功进行了单细胞蛋白质组学研究。经过质量过滤后,共分析了1498个单细胞。从这些细胞中鉴定出3140种总蛋白,每个细胞约有953种蛋白被定量。在处理48小时后,根据药物降低每个细胞中KRAS蛋白总丰度的有效性水平,可以观察到两个不同的细胞群体,而这些结果在整体细胞分析中被有效掩盖。所有质谱数据和处理结果可在www.massive.ucsd.edu上公开获取,登录号分别为PXD039597、PXD039601和PXD039600。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d850/10498748/73d9febf7ce6/nihpp-2023.03.23.533981v2-f0002.jpg

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