Tantawy Marwa, Chekka Lakshmi Manasa, Huang Yimei, Garrett Timothy J, Singh Sonal, Shah Chintan P, Cornell Robert F, Baz Rachid C, Fradley Michael G, Waheed Nida, DeRemer David L, Yuan Lihui, Langaee Taimour, March Keith, Pepine Carl J, Moreb Jan S, Gong Yan
Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, United States.
Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL, United States.
Front Cardiovasc Med. 2021 Apr 29;8:645122. doi: 10.3389/fcvm.2021.645122. eCollection 2021.
Multiple myeloma (MM) is the second most frequent hematologic cancer in the United States. Carfilzomib (CFZ), an irreversible proteasome inhibitor being used to treat relapsed and refractory MM, has been associated with cardiotoxicity, including heart failure. We hypothesized that a multi-omics approach integrating data from different omics would provide insights into the mechanisms of CFZ-related cardiovascular adverse events (CVAEs). Plasma samples were collected from 13 MM patients treated with CFZ (including 7 with CVAEs and 6 with no CVAEs) at the University of Florida Health Cancer Center. These samples were evaluated in global metabolomic profiling, global proteomic profiling, and microRNA (miRNA) profiling. Integrative pathway analysis was performed to identify genes and pathways differentially expressed between patients with and without CVAEs. The proteomics analysis identified the up-regulation of lactate dehydrogenase B (LDHB) [fold change (FC) = 8.2, = 0.01] in patients who experienced CVAEs. The metabolomics analysis identified lower plasma abundance of pyruvate (FC = 0.16, = 0.0004) and higher abundance of lactate (FC = 2.4, = 0.0001) in patients with CVAEs. Differential expression analysis of miRNAs profiling identified mir-146b to be up-regulatein (FC = 14, = 0.046) in patients with CVAE. Pathway analysis suggested that the pyruvate fermentation to lactate pathway is associated with CFZ-CVAEs. In this pilot multi-omics integrative analysis, we observed the down-regulation of pyruvate and up-regulation of LDHB among patients who experienced CVAEs, suggesting the importance of the pyruvate oxidation pathway associated with mitochondrial dysfunction. Validation and further investigation in a larger independent cohort are warranted to better understand the mechanisms of CFZ-CVAEs.
多发性骨髓瘤(MM)是美国第二常见的血液系统癌症。卡非佐米(CFZ)是一种用于治疗复发难治性MM的不可逆蛋白酶体抑制剂,已被证明与心脏毒性有关,包括心力衰竭。我们假设,整合来自不同组学数据的多组学方法将有助于深入了解CFZ相关心血管不良事件(CVAEs)的机制。在佛罗里达大学健康癌症中心,我们收集了13例接受CFZ治疗的MM患者的血浆样本(包括7例发生CVAEs的患者和6例未发生CVAEs的患者)。对这些样本进行了整体代谢组学分析、整体蛋白质组学分析和微小RNA(miRNA)分析。进行综合通路分析,以识别发生和未发生CVAEs患者之间差异表达的基因和通路。蛋白质组学分析发现,发生CVAEs的患者中乳酸脱氢酶B(LDHB)上调[倍数变化(FC)=8.2,P=0.01]。代谢组学分析发现,发生CVAEs的患者血浆中丙酮酸丰度较低(FC=0.16,P=0.0004),乳酸丰度较高(FC=2.4,P=0.0001)。miRNA分析的差异表达分析发现,发生CVAE的患者中mir-146b上调(FC=14,P=0.046)。通路分析表明,丙酮酸发酵为乳酸的通路与CFZ-CVAEs有关。在这项初步的多组学综合分析中,我们观察到发生CVAEs的患者中丙酮酸下调,LDHB上调,这表明与线粒体功能障碍相关的丙酮酸氧化通路的重要性。有必要在更大的独立队列中进行验证和进一步研究,以更好地了解CFZ-CVAEs的机制。