Texas Children's Cancer Center, Baylor College of Medicine, Houston, TX, USA.
Children's Oncology Group, Monrovia, CA, USA.
Clin Transl Oncol. 2021 Oct;23(10):2141-2154. doi: 10.1007/s12094-021-02621-w. Epub 2021 May 4.
The relapse rate for children with acute myeloid leukemia is nearly 40% despite aggressive chemotherapy and often stem cell transplant. We sought to understand how environment-induced signaling responses are associated with clinical response to treatment. We previously reported that patients whose AML cells showed low G-CSF-induced STAT3 activation had inferior event-free survival compared to patients with stronger STAT3 responses. Here, we expanded the paradigm to evaluate multiple signaling parameters induced by a more physiological stimulus. We measured STAT3, STAT5 and ERK1/2 responses to G-CSF and to stromal cell-conditioned medium for 113 patients enrolled on COG trials AAML03P1 and AAML0531. Low inducible STAT3 activity was independently associated with inferior event-free survival in multivariate analyses. For inducible STAT5 activity, those with the lowest and highest responses had inferior event-free survival, compared to patients with intermediate STAT5 responses. Using existing RNA-sequencing data, we compared gene expression profiles for patients with low inducible STAT3/5 activation with those for patients with higher inducible STAT3/5 signaling. Genes encoding hematopoietic factors and mitochondrial respiratory chain subunits were overexpressed in the low STAT3/5 response groups, implicating inflammatory and metabolic pathways as potential mechanisms of chemotherapy resistance. We validated the prognostic relevance of individual genes from the low STAT3/5 response signature in a large independent cohort of pediatric AML patients. These findings provide novel insights into interactions between AML cells and the microenvironment that are associated with treatment failure and could be targeted for therapeutic interventions.
尽管采用了强化化疗和经常进行干细胞移植,儿童急性髓系白血病的复发率仍接近 40%。我们试图了解环境诱导的信号反应如何与治疗的临床反应相关。我们之前报道过,AML 细胞显示低 G-CSF 诱导的 STAT3 激活的患者与 STAT3 反应更强的患者相比,无事件生存时间更差。在这里,我们扩展了范例以评估由更生理刺激诱导的多种信号参数。我们为参加 COG 试验 AAML03P1 和 AAML0531 的 113 名患者测量了 G-CSF 和基质细胞条件培养基诱导的 STAT3、STAT5 和 ERK1/2 反应。在多变量分析中,低诱导性 STAT3 活性与无事件生存时间不良独立相关。对于诱导性 STAT5 活性,与中间 STAT5 反应的患者相比,最低和最高反应的患者无事件生存时间更差。使用现有的 RNA 测序数据,我们比较了低诱导性 STAT3/5 激活患者和高诱导性 STAT3/5 信号患者的基因表达谱。低 STAT3/5 反应组中编码造血因子和线粒体呼吸链亚基的基因表达过度,表明炎症和代谢途径可能是化疗耐药的潜在机制。我们在一个大型独立的儿科 AML 患者队列中验证了低 STAT3/5 反应特征中单个基因的预后相关性。这些发现为 AML 细胞与微环境之间的相互作用提供了新的见解,这些相互作用与治疗失败相关,并可作为治疗干预的靶点。