Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale, Università degli Studi, Bologna, Italy.
Division of Hematology, Department of Molecular Biotechnology and Health Sciences, University of Torino, A.O.U., Città della Salute e della Scienza di Torino, Italy.
Blood Adv. 2022 Jan 11;6(1):87-99. doi: 10.1182/bloodadvances.2021004878.
The contribution of the bone marrow (BM) immune microenvironment to acute myeloid leukemia (AML) development is well-known, but its prognostic significance is still elusive. Indoleamine 2,3-dioxygenase 1 (IDO1), which is negatively regulated by the BIN1 proto-oncogene, is an interferon-γ-inducible mediator of immune tolerance. With the aim to develop a prognostic IDO1-based immune gene signature, biological and clinical data of 982 patients with newly diagnosed, nonpromyelocytic AML were retrieved from public datasets and analyzed using established computational pipelines. Targeted transcriptomic profiles of 24 diagnostic BM samples were analyzed using the NanoString's nCounter platform. BIN1 and IDO1 were inversely correlated and individually predicted overall survival. PLXNC1, a semaphorin receptor involved in inflammation and immune response, was the IDO1-interacting gene retaining the strongest prognostic value. The incorporation of PLXNC1 into the 2-gene IDO1-BIN1 score gave rise to a powerful immune gene signature predicting survival, especially in patients receiving chemotherapy. The top differentially expressed genes between IDO1lowand IDO-1high and between PLXNC1lowand PLXNC1high cases further improved the prognostic value of IDO1 providing a 7- and 10-gene immune signature, highly predictive of survival and correlating with AML mutational status at diagnosis. Taken together, our data indicate that IDO1 is pivotal for the construction of an immune gene signature predictive of survival in AML patients. Given the emerging role of immunotherapies for AML, our findings support the incorporation of immune biomarkers into current AML classification and prognostication algorithms.
骨髓(BM)免疫微环境对急性髓系白血病(AML)的发展有重要贡献,但它的预后意义仍不清楚。吲哚胺 2,3-双加氧酶 1(IDO1)是干扰素-γ诱导的免疫耐受的介质,其受 BIN1 原癌基因的负调控。本研究旨在开发一种基于 IDO1 的预后免疫基因特征,从公共数据集检索了 982 例新诊断的非早幼粒细胞性 AML 患者的生物学和临床数据,并使用已建立的计算管道进行了分析。使用 NanoString 的 nCounter 平台分析了 24 例诊断性 BM 样本的靶向转录组谱。BIN1 和 IDO1 呈负相关,并且单独预测总生存期。PLXNC1 是一种参与炎症和免疫反应的 semaphorin 受体,是保留最强预后价值的与 IDO1 相互作用的基因。将 PLXNC1 纳入 2 基因 IDO1-BIN1 评分中,产生了一种强大的免疫基因特征,可以预测生存,尤其是在接受化疗的患者中。IDO1low 和 IDO-1high 之间以及 PLXNC1low 和 PLXNC1high 之间的差异表达基因进一步提高了 IDO1 的预后价值,提供了 7 基因和 10 基因的免疫特征,对生存具有高度预测性,并与 AML 诊断时的突变状态相关。总之,我们的数据表明 IDO1 是构建可预测 AML 患者生存的免疫基因特征的关键。鉴于免疫疗法在 AML 中的应用日益增多,我们的研究结果支持将免疫生物标志物纳入当前的 AML 分类和预后算法。