Li Shenglong, Wu Sanyun, Xu Mingli, Li Xuedong, Zuo Xuelan, Wang Yingying
Department of Bioinformatics, School of Basic Medical Sciences, Chongqing Medical University, Chongqing, 400010, China.
Department of Hematology, Zhongnan Hospital of Wuhan University, Donghu Road, No. 169, Wuhan, 430062, China.
BMC Cancer. 2025 Apr 22;25(1):746. doi: 10.1186/s12885-025-13947-x.
Philadelphia chromosome-negative myeloproliferative neoplasms (MPNs) are chronic hematological malignancies characterized by driver and nondriver mutations, leading to a deregulated immune system with aberrant cytokines and immune cells. Understanding the gene mutation landscape and immune state at various disease stages is crucial for guiding treatment decisions. While advanced techniques like single-cell RNA sequencing and mass cytometry provide valuable insights, their high costs and complexity limit clinical application. In contrast, bulk RNA sequencing (RNA-Seq) offers a cost-effective complementary approach for evaluating genetic mutations and immune profiles.
Peripheral blood and bone marrow samples from treatment-naïve patients diagnosed with polycythemia vera (PV), essential thrombocythemia (ET), and primary myelofibrosis (PMF) were analyzed using RNA sequencing. Additionally, data from the microarray datasets [GSE26049, GSE2191] were included in this study. Bioinformatics methods were employed to interpret gene mutations and immune landscapes in MPN patients.
Our findings demonstrate the potential value of RNA-Seq in identifying gene mutations and characterizing the immune profile, including immune cell infiltration, cytokine profiles, and distinct immune-related pathways involved in the development of MPN.
Bulk RNA-Seq is a feasible tool for routine clinical practice, providing comprehensive insights into the immune and genetic landscape of MPNs. This approach could enhance personalized treatment strategies and improve prognostic accuracy, ultimately contributing to better management of MPN patients.
费城染色体阴性骨髓增殖性肿瘤(MPN)是一种慢性血液系统恶性肿瘤,其特征为驱动突变和非驱动突变,导致免疫系统失调,伴有细胞因子和免疫细胞异常。了解不同疾病阶段的基因突变格局和免疫状态对于指导治疗决策至关重要。虽然单细胞RNA测序和质谱流式细胞术等先进技术提供了有价值的见解,但其高成本和复杂性限制了临床应用。相比之下,批量RNA测序(RNA-Seq)为评估基因突变和免疫谱提供了一种经济高效的补充方法。
对初治的真性红细胞增多症(PV)、原发性血小板增多症(ET)和原发性骨髓纤维化(PMF)患者的外周血和骨髓样本进行RNA测序分析。此外,本研究纳入了来自微阵列数据集[GSE26049,GSE2191]的数据。采用生物信息学方法解读MPN患者的基因突变和免疫格局。
我们的研究结果证明了RNA-Seq在识别基因突变和表征免疫谱方面的潜在价值,包括免疫细胞浸润、细胞因子谱以及MPN发生过程中涉及的不同免疫相关途径。
批量RNA-Seq是一种可行的常规临床实践工具,可全面洞察MPN的免疫和基因格局。这种方法可以加强个性化治疗策略并提高预后准确性,最终有助于更好地管理MPN患者。