Uckun Fatih M, Qazi Sanjive
Immuno-Oncology Program, Ares Pharmaceuticals, St. Paul, MN 55110, USA.
Division of Hematology-Oncology, Department of Pediatrics and Developmental Therapeutics Program, Norris Comprehensive Cancer Center, University of Southern California Keck School of Medicine (USC KSOM), Los Angeles, CA 90027, USA.
Onco (Basel). 2022 Dec;2(4):282-304. doi: 10.3390/onco2040016. Epub 2022 Oct 14.
Our main objective was to identify abundantly expressed tyrosine kinases in multiple myeloma (MM) as potential therapeutic targets. We first compared the transcriptomes of malignant plasma cells from newly diagnosed MM patients who were risk-categorized based on the patient-specific EMC-92/SKY-92 gene expression signature values vs. normal plasma cells from healthy volunteers using archived datasets from the HOVON65/GMMG-HD4 randomized Phase 3 study evaluating the clinical efficacy of bortezomib induction/maintenance versus classic cytotoxic drugs and thalidomide maintenance. In particular, ERBB1/EGFR was significantly overexpressed in MM cells in comparison to normal control plasma cells, and it was differentially overexpressed in MM cells from high-risk patients. Amplified expression of EGFR/ERBB1 mRNA in MM cells was positively correlated with increased expression levels of mRNAs for several DNA binding proteins and transcription factors with known upregulating activity on EGFR/ERBB1 gene expression. MM patients with the highest ERBB1/EGFR expression level had significantly shorter PFS and OS times than patients with the lowest ERBB1/EGFR expression level. High expression levels of EGFR/ERBB1 were associated with significantly increased hazard ratios for unfavorable PFS and OS outcomes in both univariate and multivariate Cox proportional hazards models. The impact of high EGFR/ERBB1 expression on the PFS and OS outcomes remained significant even after accounting for the prognostic effects of other covariates. These results regarding the prognostic effect of EGFR/ERBB1 expression were validated using the MMRF-CoMMpass RNAseq dataset generated in patients treated with more recently applied drug combinations included in contemporary induction regimens. Our findings provide new insights regarding the molecular mechanism and potential clinical significance of upregulated EGFR/ERBB1 expression in MM.
我们的主要目标是确定多发性骨髓瘤(MM)中大量表达的酪氨酸激酶作为潜在的治疗靶点。我们首先使用HOVON65/GMMG-HD4随机3期研究的存档数据集,比较了根据患者特异性EMC-92/SKY-92基因表达特征值进行风险分类的新诊断MM患者的恶性浆细胞转录组与健康志愿者的正常浆细胞转录组,该研究评估了硼替佐米诱导/维持与经典细胞毒性药物及沙利度胺维持的临床疗效。特别是,与正常对照浆细胞相比,ERBB1/EGFR在MM细胞中显著过表达,并且在高危患者的MM细胞中差异过表达。MM细胞中EGFR/ERBB1 mRNA的扩增表达与几种对EGFR/ERBB1基因表达具有已知上调活性的DNA结合蛋白和转录因子的mRNA表达水平增加呈正相关。ERBB1/EGFR表达水平最高的MM患者的无进展生存期(PFS)和总生存期(OS)明显短于ERBB1/EGFR表达水平最低的患者。在单变量和多变量Cox比例风险模型中,EGFR/ERBB1的高表达与不良PFS和OS结果的风险比显著增加相关。即使在考虑了其他协变量的预后影响后,EGFR/ERBB1高表达对PFS和OS结果的影响仍然显著。使用在当代诱导方案中应用的最新药物组合治疗的患者生成的MMRF-CoMMpass RNAseq数据集验证了关于EGFR/ERBB1表达的预后作用的这些结果。我们的发现为MM中EGFR/ERBB1表达上调的分子机制和潜在临床意义提供了新的见解。