Beheshti Afshin, Vanderburg Charles, McDonald J Tyson, Ramkumar Charusheila, Kadungure Tatenda, Zhang Hong, Gartenhaus Ronald B, Evens Andrew M
Division of Hematology/Oncology, Molecular Oncology Research Institute, Tufts Medical Center, Boston, Massachusetts, United States of America.
Harvard NeuroDiscovery Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
PLoS One. 2017 Jan 20;12(1):e0170521. doi: 10.1371/journal.pone.0170521. eCollection 2017.
Extensive epidemiological data have demonstrated an exponential rise in the incidence of non-Hodgkin lymphoma (NHL) that is associated with increasing age. The molecular etiology of this remains largely unknown, which impacts the effectiveness of treatment for patients. We proposed that age-dependent circulating microRNA (miRNA) signatures in the host influence diffuse large B cell lymphoma (DLBCL) development. Our objective was to examine tumor development in an age-based DLBCL system using an inventive systems biology approach. We harnessed a novel murine model of spontaneous DLBCL initiation (Smurf2-deficient) at two age groups: 3 and 15 months old. All Smurf2-deficient mice develop visible DLBCL tumor starting at 15 months of age. Total miRNA was isolated from serum, bone marrow and spleen and were collected for all age groups for Smurf2-deficient mice and age-matched wild-type C57BL/6 mice. Using systems biology techniques, we identified a list of 10 circulating miRNAs being regulated in both the spleen and bone marrow that were present in DLBCL forming mice starting at 3 months of age that were not present in the control mice. Furthermore, this miRNA signature was found to occur circulating in the blood and it strongly impacted JUN and MYC oncogenic signaling. In addition, quantification of the miRNA signature was performed via Droplet Digital PCR technology. It was discovered that a key miRNA signature circulates throughout a host prior to the formation of a tumor starting at 3 months old, which becomes further modulated by age and yielded calculation of a 'carcinogenic risk score'. This novel age-based circulating miRNA signature may potentially be leveraged as a DLBCL risk profile at a young age to predict future lymphoma development or disease progression as well as for potential innovative miRNA-based targeted therapeutic strategies in lymphoma.
大量流行病学数据表明,非霍奇金淋巴瘤(NHL)的发病率呈指数级上升,且与年龄增长相关。其分子病因在很大程度上仍不清楚,这影响了患者的治疗效果。我们提出,宿主中与年龄相关的循环微小RNA(miRNA)特征会影响弥漫性大B细胞淋巴瘤(DLBCL)的发展。我们的目标是使用一种创新的系统生物学方法,在基于年龄的DLBCL系统中研究肿瘤的发展。我们利用了一种新型的自发DLBCL起始小鼠模型(Smurf2基因缺陷型),该模型分为两个年龄组:3个月大和15个月大。所有Smurf2基因缺陷型小鼠在15个月大时开始出现可见的DLBCL肿瘤。从血清、骨髓和脾脏中分离出总miRNA,并收集了所有年龄组的Smurf2基因缺陷型小鼠和年龄匹配的野生型C57BL/6小鼠的样本。使用系统生物学技术,我们确定了10种循环miRNA的列表,这些miRNA在脾脏和骨髓中均受到调控,在3个月大开始形成DLBCL的小鼠中存在,而在对照小鼠中不存在。此外,发现这种miRNA特征在血液中循环,并且强烈影响JUN和MYC致癌信号。另外,通过液滴数字PCR技术对miRNA特征进行了定量分析。结果发现,一种关键的miRNA特征在3个月大肿瘤形成之前就在宿主体内循环,并且随着年龄的增长进一步受到调节,并得出了“致癌风险评分”。这种基于年龄的新型循环miRNA特征可能潜在地用作年轻时的DLBCL风险概况,以预测未来淋巴瘤的发展或疾病进展,以及用于淋巴瘤中基于miRNA的潜在创新靶向治疗策略。