Jagiellonian Center for Experimental Therapeutics, Jagiellonian University, 14 Bobrzyskiego St., 30-348, Krakow, Poland.
Faculty of Chemistry, Jagiellonian University, 2 Gronostajowa St., 30-387, Krakow, Poland.
Sci Rep. 2022 Dec 17;12(1):21849. doi: 10.1038/s41598-022-26309-5.
Patients worldwide require therapeutic transfusions of packed red blood cells (pRBCs), which is applied to the high-risk patients who need periodic transfusions due to leukemia, lymphoma, myeloma and other blood diseases or disorders. Contrary to the general hospital population where the transfusions are carried out mainly for healthy trauma patients, in case of high-risk patients the proper quality of pRBCs is crucial. This leads to an increased demand for efficient technology providing information on the pRBCs alterations deteriorating their quality. Here we present the design of an innovative, label-free, noninvasive, rapid Raman spectroscopy-based method for pRBCs quality evaluation, starting with the description of sample measurement and data analysis, through correlation of spectroscopic results with reference techniques' outcomes, and finishing with methodology verification and its application in clinical conditions. We have shown that Raman spectra collected from the pRBCs supernatant mixture with a proper chemometric analysis conducted for a minimum one ratio of integral intensities of the chosen Raman marker bands within the spectrum allow evaluation of the pRBC quality in a rapid, noninvasive, and free-label manner, without unsealing the pRBCs bag. Subsequently, spectroscopic data were compared with predefined reference values, either from pRBCs expiration or those defining the pRBCs quality, allowing to assess their utility for transfusion to patients with acute myeloid leukemia (AML) and lymphoblastic leukemia (ALL).
全球的患者都需要治疗性的输血,包括红细胞(pRBC)的输注,这适用于因白血病、淋巴瘤、骨髓瘤和其他血液疾病或病症而需要定期输血的高危患者。与主要为健康创伤患者进行输血的普通医院人群不同,对于高危患者,pRBC 的适当质量至关重要。这导致对提供有关 pRBC 质量恶化的信息的高效技术的需求增加。在这里,我们提出了一种基于创新的、无标记的、非侵入性的快速拉曼光谱的 pRBCs 质量评估方法,从样本测量和数据分析的描述开始,通过与参考技术结果的光谱结果相关性,最后是方法验证及其在临床条件下的应用。我们已经表明,从 pRBCs 上清液混合物中收集的拉曼光谱,通过对光谱中选定的拉曼标记带的积分强度的适当比值进行适当的化学计量分析,允许以快速、非侵入性和无标签的方式评估 pRBC 的质量,而无需打开 pRBCs 袋。随后,将光谱数据与预先定义的参考值进行比较,这些参考值要么来自 pRBCs 的过期时间,要么来自定义 pRBCs 质量的参考值,从而可以评估它们用于输注给急性髓细胞白血病(AML)和急性淋巴细胞白血病(ALL)患者的效用。