Polgarova Kamila, Vargova Karina, Kulvait Vojtech, Dusilkova Nina, Minarik Lubomir, Zemanova Zuzana, Pesta Michal, Jonasova Anna, Stopka Tomas
Department Biocev, First Faculty of Medicine, Charles University, Vestec, Czech Republic.
Department of Haematology, First Faculty of Medicine and General Hospital, Charles University, Prague, Czech Republic.
Oncotarget. 2017 Dec 6;8(67):111966-111978. doi: 10.18632/oncotarget.22957. eCollection 2017 Dec 19.
Azacitidine (AZA) for higher risk MDS patients is a standard therapy with limited durability. To monitor mutation dynamics during AZA therapy we utilized massive parallel sequencing of 54 genes previously associated with MDS/AML pathogenesis. Serial sampling before and during AZA therapy of 38 patients (reaching median overall survival 24 months (Mo) with 60% clinical responses) identified 116 somatic pathogenic variants with allele frequency (VAF) exceeding 5%. High accuracy of data was achieved via duplicate libraries from myeloid cells and T-cell controls. We observed that nearly half of the variants were stable while other variants were highly dynamic. Patients with marked decrease of allelic burden upon AZA therapy achieved clinical responses. In contrast, early-progressing patients on AZA displayed minimal changes of the mutation pattern. We modeled the VAF dynamics on AZA and utilized a joint model for the overall survival and response duration. While the presence of certain variants associated with clinical outcomes, such as the mutations of were adverse predictors while mutations yield lower risk of dying, the data also indicate that allelic burden volatility represents additional important prognostic variable. In addition, preceding 5q- syndrome represents strong positive predictor of longer overall survival and response duration in high risk MDS patients treated with AZA. In conclusion, variants dynamics detected via serial sampling represents another parameter to consider when evaluating AZA efficacy and predicting outcome.
阿扎胞苷(AZA)用于治疗高危骨髓增生异常综合征(MDS)患者是一种标准疗法,但疗效持续时间有限。为了监测AZA治疗期间的突变动态,我们利用大规模平行测序技术对先前与MDS/急性髓系白血病(AML)发病机制相关的54个基因进行了检测。对38例患者在AZA治疗前及治疗期间进行连续采样(中位总生存期达24个月,临床缓解率为60%),共鉴定出116个等位基因频率(VAF)超过5%的体细胞致病性变异。通过对髓系细胞和T细胞对照进行重复文库构建,实现了数据的高精度。我们观察到,近一半的变异是稳定的,而其他变异则高度动态变化。AZA治疗后等位基因负担显著降低的患者获得了临床缓解。相比之下,AZA治疗早期进展的患者突变模式变化极小。我们对AZA治疗时的VAF动态变化进行了建模,并利用一个联合模型来分析总生存期和缓解持续时间。虽然某些与临床结局相关的变异的存在,如 突变是不良预后指标,而 突变则降低死亡风险,但数据也表明等位基因负担的波动性是另一个重要的预后变量。此外,先前存在的5q-综合征是接受AZA治疗的高危MDS患者总生存期和缓解持续时间更长的强阳性预测指标。总之,通过连续采样检测到的变异动态变化是评估AZA疗效和预测预后时需要考虑的另一个参数。