甲氨蝶呤
治疗药物监测
药品
表面增强拉曼光谱
色谱法
淋巴细胞白血病
偏最小二乘回归
医学
药理学
化学
白血病
内科学
拉曼光谱
拉曼散射
计算机科学
机器学习
光学
物理
作者
Elodie Dumont,Gohar Soufi,Yaman Göksel,Roman Slipets,Raheel Altaf Raja,Kjeld Schmiegelow,Kinga Zór,Anja Boisen
标识
DOI:10.1016/j.sbsr.2024.100649
摘要
We present a therapeutic drug monitoring (TDM) feasibility study using a label-free surface-enhanced Raman spectroscopy (SERS)-based assay for quantifying methotrexate (MTX) from samples collected from children with acute lymphoblastic leukemia undergoing high-dose MTX therapy. We show that, when combined with an appropriate sample preparation (solid phase extraction) and multivariate data analysis (partial least squares regression), the SERS assay demonstrated a good correlation with a reference chromatographic method (r = 0.889, p < 0.005). We also found that the SERS-based approach underestimated MTX concentration, with a 10% bias calculated, but both methods showed similar variability (RSD of 8.4% for HPLC and 11.6% for SERS). The presented results are strong evidence that SERS can be used for TDM of MTX, and this work brings us one step closer to implementing a SERS-based assay in clinics.
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