Chen Yifei, Liu Jun, Zhu Ying
Department of Hematology, Jiangdu People's Hospital, Yangzhou City, China.
Cancer Rep (Hoboken). 2025 May;8(5):e70216. doi: 10.1002/cnr2.70216.
Multiple myeloma is a malignant disorder involving the uncontrolled proliferation of plasma cells in the bone marrow. Prognosis remains poor for individuals with relapsed and refractory multiple myeloma (RRMM), and the underlying mechanisms are yet to be fully understood.
We collected bone marrow RNA-Seq data from a total of 557 patients with MM from the GEO database (GSE24080) for further analysis, dividing them into relapsed/refractory and control groups. Additionally, we collected bone marrow samples from 57 MM patients to validate the performed RNA-Seq data analysis.
RNA-Seq analysis of patients with RRMM revealed a significant upregulation of genes associated with cuproptosis. Using the LASSO Cox regression method, several long noncoding RNAs (lncRNAs) were identified that influence copper-induced cell death. Based on these lncRNAs, patients were stratified into high-risk and low-risk groups. The high-risk group exhibited a significantly worse overall survival (OS) compared to the low-risk group, with a p-value of less than 0.001. Our statistical analysis, incorporating LASSO Cox regression, indicated that among these lncRNAs, MAMDC2-AS1 was particularly noteworthy due to its strong correlation with OS (p-value < 0.01). Further validation using qPCR and survival analysis established MAMDC2-AS1 as a strong predictor of prognosis in MM. This finding suggests that MAMDC2-AS1 can serve as a potential independent biomarker for RRMM. The qPCR data validated the RNA-Seq findings and uncovered the significance of MAMDC2-AS1 in the prognosis of this disease.
MAMDC2-AS1 plays a significant role in RRMM. Promisingly, Bortezomib, Bosutinib, Crizotinib, and DMOG have demonstrated promising efficacy in addressing advanced cases.
多发性骨髓瘤是一种恶性疾病,涉及骨髓中浆细胞的不受控制的增殖。复发难治性多发性骨髓瘤(RRMM)患者的预后仍然很差,其潜在机制尚未完全了解。
我们从GEO数据库(GSE24080)收集了总共557例MM患者的骨髓RNA测序数据进行进一步分析,将他们分为复发/难治组和对照组。此外,我们收集了57例MM患者的骨髓样本以验证所进行的RNA测序数据分析。
RRMM患者的RNA测序分析显示与铜死亡相关的基因显著上调。使用LASSO Cox回归方法,鉴定出几种影响铜诱导细胞死亡的长链非编码RNA(lncRNA)。基于这些lncRNA,将患者分为高风险和低风险组。高风险组的总生存期(OS)明显低于低风险组,p值小于0.001。我们纳入LASSO Cox回归的统计分析表明,在这些lncRNA中,MAMDC2-AS1特别值得注意,因为它与OS有很强的相关性(p值<0.01)。使用qPCR和生存分析的进一步验证确立了MAMDC2-AS1作为MM预后的强有力预测指标。这一发现表明MAMDC2-AS1可作为RRMM的潜在独立生物标志物。qPCR数据验证了RNA测序结果,并揭示了MAMDC2-AS1在该疾病预后中的重要性。
MAMDC2-AS1在RRMM中起重要作用。有希望的是,硼替佐米、波舒替尼、克唑替尼和DMOG在治疗晚期病例方面已显示出有希望的疗效。