City of Hope, Department of Population Sciences, Duarte, California 91010, United States.
City of Hope, Department of Hematology & HCT, Duarte, California 91010, United States.
J Proteome Res. 2021 Jan 1;20(1):684-694. doi: 10.1021/acs.jproteome.0c00599. Epub 2020 Oct 16.
Busulfan-based conditioning is the most commonly used high-dose conditioning regimen for allogeneic hematopoietic cell transplant (HCT). The alkylating agent busulfan has a narrow therapeutic index, with busulfan doses personalized to a target plasma exposure (targeted busulfan). Using a global pharmacometabonomics approach, we sought to identify novel biomarkers of relapse or acute graft versus host disease (GVHD) in a cohort of 84 patients receiving targeted busulfan before allogeneic HCT. A total of 763 endogenous metabolomic compounds (EMCs) were quantitated in 230 longitudinal blood samples before, during, and shortly after intravenous busulfan administration. We performed both univariate linear regression and pathway enrichment analyses using global testing. The cysteine/methionine pathway and the glycine, serine, and threonine metabolism pathway were most associated with relapse. The latter be explained by the fact that glutathione -transferases conjugate both busulfan and glutathione, which contains glycine as a component. The d-arginine and d-ornithine metabolism pathway and arginine and proline metabolism pathway were most associated with acute GVHD. None of these associations were significant after correcting for false discovery rate (FDR) with a strict cutoff of FDR-adjusted < 0.1. Although larger studies are needed to substantiate these findings, the results show that EMCs may be used as predictive biomarkers in HCT patients.
基于白消安的预处理方案是异基因造血细胞移植(HCT)中最常用的高剂量预处理方案。烷化剂白消安的治疗指数较窄,需要根据目标血浆暴露量来个性化调整白消安剂量(靶向白消安)。我们采用全球代谢组学方法,在 84 例接受靶向白消安预处理的异基因 HCT 患者队列中,试图寻找新的与复发或急性移植物抗宿主病(GVHD)相关的生物标志物。在静脉注射白消安前后的 230 个纵向血液样本中,共定量了 763 种内源性代谢组学化合物(EMCs)。我们使用全局检验进行了单变量线性回归和途径富集分析。半胱氨酸/蛋氨酸途径和甘氨酸、丝氨酸和苏氨酸代谢途径与复发最相关。这可以用以下事实来解释:谷胱甘肽转移酶将白消安和含有甘氨酸的谷胱甘肽结合在一起。d-精氨酸和 d-鸟氨酸代谢途径和精氨酸和脯氨酸代谢途径与急性 GVHD 最相关。在用严格的 FDR 校正(FDR-adjusted < 0.1)校正假发现率(FDR)后,这些关联都没有统计学意义。尽管需要更大的研究来证实这些发现,但结果表明 EMCs 可作为 HCT 患者的预测生物标志物。