Qiao Qiqi, Liu Bingyu, Shang Juanjuan, Sun Wenyue, Zhou Xiaoli, Fang Xiaosheng, Hu Shunfeng, Wang Xin
Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No.324, Jingwu Road, Jinan, 250021, Shandong, China.
Department of Hematology, Shandong Provincial Hospital, Shandong University, No.324, Jingwu Road, Shandong, 250021, Jinan, China.
Apoptosis. 2025 Apr 11. doi: 10.1007/s10495-025-02112-1.
Primary gastrointestinal diffuse large B-cell lymphoma (PGI-DLBCL) is the most common extra-nodal DLBCL. Metabolism-related factors have been associated with tumor progression, but the relationship between abnormal metabolism and prognosis of PGI-DLBCL remains unelucidated. In our study, consensus clustering based on metabolism-related genes classified PGI-DLBCL patients into two metabolic subtypes, and poor prognosis was associated with immunosuppressive microenvironment. A prognostic signature based on five metabolism-related genes (APOE, ALDH6 A1, PLOD2, IKBKB and ALDH1B1) was developed. Patients in high-risk group had a worse prognosis, with an immunosuppressive microenvironment. Moreover, 159 PGI-DLBCL patients were enrolled and divided into training cohort (n = 87) and validation cohort (n = 72). Univariate and multivariate Cox regression analysis showed metabolism-related factors were independent prognostic factors in PGI-DLBCL. A novel model (A-IPI score) combining APOA and NCCN-IPI was developed, and A-IPI score was better than NCCN-IPI score in predicting the prognosis of PGI-DLBCL patients. Furthermore, immunohistochemistry showed that ALDH1B1 was highly expressed in PGI-DLBCL and patients with high ALDH1B1 expression displayed worse prognosis. Moreover, cell proliferation assay revealed that the treatment with IGUANA-1, ALDH1B1 inhibitor, suppressed cell proliferation in DLBCL and IGUANA-1 exerted synergistic anti-tumor effects with PI3K inhibitor duvelisib. Additionally, we found that immune scores, ESTIMATE scores, and stromal scores were higher and the immune checkpoints (CTLA-4, PD-1, PD-L1) were down-regulated in patients with high ALDH1B1 expression. Collectively, our study constructed a novel metabolism-related prognostic model and highlighted the potential of metabolism-related gene ALDH1B1 as prognostic biomarker and drug target in PGI-DLBCL, providing new insights for the development of precision therapies in PGI-DLBCL patients.
原发性胃肠道弥漫性大B细胞淋巴瘤(PGI-DLBCL)是最常见的结外DLBCL。代谢相关因素与肿瘤进展有关,但PGI-DLBCL异常代谢与预后之间的关系仍不明确。在我们的研究中,基于代谢相关基因的共识聚类将PGI-DLBCL患者分为两种代谢亚型,预后不良与免疫抑制微环境有关。开发了一种基于五个代谢相关基因(APOE、ALDH6 A1、PLOD2、IKBKB和ALDH1B1)的预后特征。高危组患者预后较差,存在免疫抑制微环境。此外,纳入159例PGI-DLBCL患者并分为训练队列(n = 87)和验证队列(n = 72)。单因素和多因素Cox回归分析显示,代谢相关因素是PGI-DLBCL的独立预后因素。开发了一种结合APOA和NCCN-IPI的新型模型(A-IPI评分),在预测PGI-DLBCL患者预后方面,A-IPI评分优于NCCN-IPI评分。此外,免疫组化显示ALDH1B1在PGI-DLBCL中高表达,ALDH1B1高表达的患者预后较差。此外,细胞增殖试验显示,用ALDH1B1抑制剂IGUANA-1治疗可抑制DLBCL中的细胞增殖,并且IGUANA-1与PI3K抑制剂度维利塞发挥协同抗肿瘤作用。此外,我们发现ALDH1B1高表达患者的免疫评分、ESTIMATE评分和基质评分较高,免疫检查点(CTLA-4、PD-1、PD-L1)下调。总体而言,我们的研究构建了一种新型的代谢相关预后模型,并强调了代谢相关基因ALDH1B1作为PGI-DLBCL预后生物标志物和药物靶点的潜力,为PGI-DLBCL患者精准治疗的发展提供了新的见解。