Khan Nicholas E, Rosenberg Philip S, Alter Blanche P
Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland.
Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland.
Biol Blood Marrow Transplant. 2016 Oct;22(10):1888-1892. doi: 10.1016/j.bbmt.2016.06.018. Epub 2016 Jun 21.
Fanconi anemia (FA) is a rare inherited bone marrow failure syndrome associated with high risks of severe bone marrow failure (BMF), acute myeloid leukemia (AML), and solid tumors (ST). Bone marrow transplantation (BMT) provides a theoretical cure for hematologic risks (BMF, AML), but it introduces uncertain risks of transplantation-related mortality (TRM) and carcinogenicity. We developed a mathematical (Markov) decision model to estimate event-free survival (EFS) conditional on age based on per-year cause-specific hazard rates. We assumed that preemptive (PE) BMT eliminates the risks of BMF and AML, but it may introduce independent risks of TRM or influence the trajectory to ST. Our model suggested that the expected mean EFS in FA is higher for PE-BMT at young ages, with minimal risk of TRM and with little carcinogenicity. PE-BMT in adults decreased expected EFS because of the greater competing risk of ST in adulthood. Estimates of EFS conditioned on attained age may be used in shared decision-making when clinicians must counsel patients using limited data. Our methods may be used to model early transplantation in other blood disorders for which hematopoietic stem cell transplantation mitigates some but not all of the risks.
范可尼贫血(FA)是一种罕见的遗传性骨髓衰竭综合征,与严重骨髓衰竭(BMF)、急性髓系白血病(AML)和实体瘤(ST)的高风险相关。骨髓移植(BMT)为血液学风险(BMF、AML)提供了一种理论上的治愈方法,但它引入了移植相关死亡率(TRM)和致癌性的不确定风险。我们开发了一种数学(马尔可夫)决策模型,以基于每年特定病因的危险率来估计以年龄为条件的无事件生存期(EFS)。我们假设抢先(PE)BMT消除了BMF和AML的风险,但它可能引入TRM的独立风险或影响向ST的发展轨迹。我们的模型表明,对于年轻患者,PE-BMT的FA预期平均EFS更高,TRM风险最小且致癌性很小。由于成年期ST的竞争风险更大,成人进行PE-BMT会降低预期EFS。当临床医生必须使用有限的数据为患者提供咨询时,以达到的年龄为条件的EFS估计可用于共同决策。我们的方法可用于为其他血液疾病的早期移植建模,在这些疾病中,造血干细胞移植可减轻部分但不是全部风险。