Patel Ravi M, Roback John D, Uppal Karan, Yu Tianwei, Jones Dean P, Josephson Cassandra D
Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia; Children's Healthcare of Atlanta, Atlanta, Georgia.
Transfusion. 2015 Mar;55(3):544-52. doi: 10.1111/trf.12884. Epub 2014 Oct 21.
Understanding the metabolites that are altered by donor red blood cell (RBC) storage and irradiation may provide insight into the metabolic pathways disrupted by the RBC storage lesion.
Patterns of metabolites, representing more than 11,000 distinct mass-to-charge ratio (m/z) features, were compared between gamma-irradiated and nonirradiated CPDA-1-split RBCs from six human donors over 35 days of storage using multilevel sparse partial least squares discriminant analysis (msPLSDA), hierarchical clustering, pathway enrichment analysis, and network analysis.
In msPLSDA analysis, RBC units stored 7 days or fewer (irradiated or nonirradiated) showed similar metabolomic profiles. By contrast, donor RBCs stored 10 days or more demonstrated distinct clustering as a function of storage time and irradiation. Irradiation shifted metabolic features to those seen in older units. Hierarchical clustering analysis identified at least two clusters of metabolites that differentiated between RBC units based on storage time and irradiation exposure, confirming results of the msPLSDA analysis. Pathway enrichment analysis, used to map the discriminatory biochemical features to specific metabolic pathways, identified four pathways significantly affected by irradiation and/or storage including arachidonic acid (p = 3.3 × 10(-33)) and linoleic acid (p = 1.61 × 10(-11)) metabolism.
RBC storage under blood bank conditions produces numerous metabolic alterations. Gamma irradiation accentuates these differences as the age of blood increases, indicating that at the biochemical level irradiation accelerates metabolic aging of stored RBCs. Metabolites involved in the cellular membrane are prominently affected and may be useful biomarkers of the RBC storage lesion.
了解因供体红细胞(RBC)储存和辐照而改变的代谢物,可能有助于深入了解红细胞储存损伤所破坏的代谢途径。
使用多级稀疏偏最小二乘判别分析(msPLSDA)、层次聚类、通路富集分析和网络分析,比较了来自6名人类供体的γ辐照和未辐照的CPDA-1分离RBC在储存35天期间代表超过11,000个不同质荷比(m/z)特征的代谢物模式。
在msPLSDA分析中,储存7天或更短时间(辐照或未辐照)的RBC单位显示出相似的代谢组学特征。相比之下,储存10天或更长时间的供体RBC根据储存时间和辐照表现出明显的聚类。辐照使代谢特征向较旧单位中观察到的特征转变。层次聚类分析确定了至少两个基于储存时间和辐照暴露在RBC单位之间区分的代谢物簇,证实了msPLSDA分析的结果。通路富集分析用于将鉴别性生化特征映射到特定代谢途径,确定了受辐照和/或储存显著影响的四条途径,包括花生四烯酸(p = 3.3×10⁻³³)和亚油酸(p = 1.61×10⁻¹¹)代谢。
血库条件下的RBC储存会产生许多代谢改变。随着血液保存时间增加,γ辐照加剧了这些差异,表明在生化水平上辐照加速了储存RBC的代谢老化。参与细胞膜的代谢物受到显著影响,可能是RBC储存损伤的有用生物标志物。