Robak Paweł, Dróżdż Izabela, Jarych Dariusz, Mikulski Damian, Węgłowska Edyta, Siemieniuk-Ryś Monika, Misiewicz Małgorzata, Stawiski Konrad, Fendler Wojciech, Szemraj Janusz, Smolewski Piotr, Robak Tadeusz
Department of Experimental Hematology, Medical University of Lodz, 93-510 Lodz, Poland.
Department of Clinical Genetics, Medical University of Lodz, 92-213 Lodz, Poland.
Cancers (Basel). 2020 Sep 9;12(9):2569. doi: 10.3390/cancers12092569.
Bortezomib is the first-in-class proteasome inhibitor, commonly used in the treatment of multiple myeloma (MM). The mechanisms underlying acquired bortezomib resistance in MM are poorly understood. Several cell-free miRNAs have been found to be aberrantly regulated in MM patients. The aim of this pilot study was to identify a blood-based miRNA signature that predicts bortezomib-based therapy efficacy in MM patients. Thirty MM patients treated with bortezomib-based regimens were studied, including 19 with refractory disease and 11 who were bortezomib sensitive. Serum miRNA expression patterns were identified with miRCURY LNA miRNA miRNome PCR Panels I+II (Exiqon/Qiagen). Univariate analysis found a total of 21 miRNAs to be differentially expressed in patients with MM according to bortezomib sensitivity. Multivariate logistic regression was created and allowed us to discriminate refractory from sensitive patients with a very high AUC of 0.95 (95%CI: 0.84-1.00); sensitivity, specificity and accuracy were estimated as 0.95, 0.91, and 0.93. The model used expression of 3 miRNAs: miR-215-5p, miR-181a-5p and miR-376c-3p. This study is the first to demonstrate that serum expression of several miRNAs differs between patients who are bortezomib refractory and those who are sensitive which may prove useful in studies aimed at overcoming drug resistance in MM treatment.
硼替佐米是首个蛋白酶体抑制剂,常用于治疗多发性骨髓瘤(MM)。MM中获得性硼替佐米耐药的潜在机制尚不清楚。已发现一些游离miRNA在MM患者中存在异常调节。本初步研究的目的是确定一种基于血液的miRNA特征,以预测MM患者基于硼替佐米的治疗疗效。研究了30例接受基于硼替佐米方案治疗的MM患者,其中19例为难治性疾病患者,11例对硼替佐米敏感。使用miRCURY LNA miRNA miRNome PCR I+II面板(Exiqon/Qiagen)鉴定血清miRNA表达模式。单因素分析发现,根据硼替佐米敏感性,共有21种miRNA在MM患者中差异表达。创建了多因素逻辑回归模型,其AUC高达0.95(95%CI:0.84-1.00),可很好地区分难治性和敏感患者;敏感性、特异性和准确性分别估计为0.95、0.91和0.93。该模型使用了3种miRNA的表达:miR-215-5p、miR-181a-5p和miR-376c-3p。本研究首次表明,硼替佐米难治性患者和敏感患者的几种miRNA血清表达存在差异,这可能对旨在克服MM治疗中耐药性的研究有用。