代谢组学分析作为预测化疗心血管毒性的可能新方法:一项试点单中心研究。

IF 0.5 4区 医学 Q4 CARDIAC & CARDIOVASCULAR SYSTEMS
Yu Yu Kirichenko, V G Varsieva, K M Shestakova, A D Chernichkina, A V Palienko, O I Buduscheva, N V Khabarova, S N Baskhanova, Yu N Belenkov, I S Ilgisonis, S A Appolonova
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引用次数: 0

摘要

目的探讨与血液肿瘤患者抗肿瘤治疗(ATT)心血管毒性风险相关的代谢组学特征、血管壁结构和功能参数。材料与方法本研究纳入59例患者,其中34例淋巴瘤(非霍奇金淋巴瘤和霍奇金淋巴瘤),25例多发性骨髓瘤。在3个疗程ATT(蒽环类药物,蛋白酶体抑制剂)治疗前后,行手指光容积描记术和经胸超声心动图,并采用高效液相色谱-串联质谱法进行代谢组学分析(98种代谢物)。结果的统计分析包括参数检验和非参数检验、逻辑回归和交叉验证。结果研究显示,在ATT开始之前,癌症患者就有内皮功能障碍和血管壁硬度升高的迹象(aSI、RI和IO指数升高),特异性治疗后明显加重。代谢组学分析确定了一系列与心血管毒性风险相关的代谢物,包括氨基酸浓度增加(天冬酰胺、丝氨酸、谷氨酸、谷氨酰胺、牛磺酸、葫芦氨酸)、短链酰基肉碱(C18:1 oh -肉碱、C16:1 oh -肉碱、c14 -肉碱、C2肉碱)、胆碱代谢中间体(氧化三甲胺、二甲基甘氨酸、胆碱)、色氨酸代谢物(羟基吲哚乙酸、犬尿酸)。此外,在代谢组学分析的基础上,建立了一个逻辑回归模型,该模型显示了预测ATT心血管毒性的高预后能力(AUC = 0.84)。结论该研究确定了关键代谢物和血管结构和功能参数,可以在淋巴瘤和多发性骨髓瘤患者开始特定治疗之前检测ATT心血管并发症的风险增加。氨基酸、酰基肉碱和胆碱代谢物浓度的增加可能是心血管并发症发生/进展的额外危险因素。本文提出的综合方法,包括代谢组学分析和血管壁状况的无创评估,为癌症患者的个性化心脏保护和更准确地监测ATT期间的心血管状态开辟了广阔的前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Metabolomic Profiling as a Possible New Method For Predicting Cardiovascular Toxicity of Chemotherapy: a Pilot Single-Center Study.

Aim     To determine the array of metabolomic profiles and structural and functional parameters of the vascular wall associated with the risk of cardiovascular toxicity of antitumor therapy (ATT) in oncohematological patients.Material and methods            This study included 59 patients, among them 34 patients with lymphomas (non-Hodgkin and Hodgkin lymphoma) and 25 with multiple myeloma. Before and after 3 courses of ATT (anthracyclines, proteasome inhibitors), finger photoplethysmography and transthoracic echocardiography were performed as well as metabolomic profiling (98 metabolites) by high-performance liquid chromatography in combination with tandem mass spectrometry. Statistical analysis of the results included parametric and nonparametric tests, logistic regression, and cross-validation.Results            The study showed that even before the initiation of ATT, cancer patients had signs of endothelial dysfunction and increased vascular wall stiffness (increased aSI, RI, and IO indices), which significantly worsened after the specific treatment. Metabolomic profiling identified a set of metabolites associated with the risk of cardiovascular toxicity, including increased concentrations of amino acids (asparagine, serine, glutamate, glutamine, taurine, citrulline), short-chain acylcarnitines (C18:1 OH-carnitine, C16:1 OH-carnitine, C14OH-carnitine, C2 carnitine), choline metabolism intermediates (TMAO, dimethylglycine, choline), tryptophan metabolites (hydroxyindoleacetic acid, kynurenic acid). Additionally, a logistic regression model was developed based on the analysis of the metabolomic profile, which showed a high prognostic power (AUC = 0.84) for predicting cardiovascular toxicity of ATT.Conclusion      The study identified key metabolites and structural and functional parameters of blood vessels that allow detection of an increased risk of cardiovascular complications of ATT in patients with lymphomas and multiple myeloma before the initiation of a specific treatment. Increased concentrations of amino acids, acylcarnitines, and choline metabolites may serve as an additional risk factor for the onset/progression of cardiovascular complications. The proposed integrative approach, including both metabolomic profiling and non-invasive assessment of the vascular wall condition, opens broad prospects for personalized cardioprotection of cancer patients and more accurate monitoring of the cardiovascular status during ATT.

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来源期刊
Kardiologiya
Kardiologiya 医学-心血管系统
CiteScore
1.70
自引率
20.00%
发文量
94
审稿时长
3-8 weeks
期刊介绍: “Kardiologiya” (Cardiology) is a monthly scientific, peer-reviewed journal committed to both basic cardiovascular medicine and practical aspects of cardiology. As the leader in its field, “Kardiologiya” provides original coverage of recent progress in cardiovascular medicine. We publish state-of-the-art articles integrating clinical and research activities in the fields of basic cardiovascular science and clinical cardiology, with a focus on emerging issues in cardiovascular disease. Our target audience spans a diversity of health care professionals and medical researchers working in cardiovascular medicine and related fields. The principal language of the Journal is Russian, an additional language – English (title, authors’ information, abstract, keywords). “Kardiologiya” is a peer-reviewed scientific journal. All articles are reviewed by scientists, who gained high international prestige in cardiovascular science and clinical cardiology. The Journal is currently cited and indexed in major Abstracting & Indexing databases: Web of Science, Medline and Scopus. The Journal''s primary objectives Contribute to raising the professional level of medical researchers, physicians and academic teachers. Present the results of current research and clinical observations, explore the effectiveness of drug and non-drug treatments of heart disease, inform about new diagnostic techniques; discuss current trends and new advancements in clinical cardiology, contribute to continuing medical education, inform readers about results of Russian and international scientific forums; Further improve the general quality of reviewing and editing of manuscripts submitted for publication; Provide the widest possible dissemination of the published articles, among the global scientific community; Extend distribution and indexing of scientific publications in major Abstracting & Indexing databases.
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