Department of Ophthalmology, University of Bonn, Bonn, Germany.
Invest Ophthalmol Vis Sci. 2010 Jan;51(1):405-12. doi: 10.1167/iovs.09-3813. Epub 2009 Aug 6.
Differences in treatment responses to ranibizumab injections observed within trials involving monthly (MARINA and ANCHOR studies) and quarterly (PIER study) treatment suggest that an individualized treatment regimen may be effective in neovascular age-related macular degeneration. In the present study, a drug and disease model was used to evaluate the impact of an individualized, flexible treatment regimen on disease progression.
For visual acuity (VA), a model was developed on the 12-month data from ANCHOR, MARINA, and PIER. Data from untreated patients were used to model patient-specific disease progression in terms of VA loss. Data from treated patients from the period after the three initial injections were used to model the effect of predicted ranibizumab vitreous concentration on VA loss. The model was checked by comparing simulations of VA outcomes after monthly and quarterly injections during this period with trial data. A flexible VA-guided regimen (after the three initial injections) in which treatment is initiated by loss of >5 letters from best previously observed VA scores was simulated.
Simulated monthly and quarterly VA-guided regimens showed good agreement with trial data. Simulation of VA-driven individualized treatment suggests that this regimen, on average, sustains the initial gains in VA seen in clinical trials at month 3. The model predicted that, on average, to maintain initial VA gains, an estimated 5.1 ranibizumab injections are needed during the 9 months after the three initial monthly injections, which amounts to a total of 8.1 injections during the first year.
A flexible, individualized VA-guided regimen after the three initial injections may sustain vision improvement with ranibizumab and could improve cost-effectiveness and convenience and reduce drug administration-associated risks.
在涉及每月(MARINA 和 ANCHOR 研究)和每季度(PIER 研究)治疗的试验中观察到雷珠单抗注射治疗反应的差异表明,个体化治疗方案可能对新生血管性年龄相关性黄斑变性有效。在本研究中,使用药物和疾病模型评估个体化、灵活的治疗方案对疾病进展的影响。
对于视力(VA),根据 ANCHOR、MARINA 和 PIER 的 12 个月数据建立了一个模型。使用未治疗患者的数据来模拟 VA 丧失方面的患者特定疾病进展。使用治疗患者在最初三次注射后的时间段的数据来模拟预测的雷珠单抗玻璃体内浓度对 VA 丧失的影响。通过比较此期间每月和每季度注射后的 VA 结果模拟与试验数据来检查模型。模拟了一种灵活的 VA 指导治疗方案(在最初三次注射后),其中治疗是通过最佳先前观察到的 VA 评分损失超过 5 个字母开始的。
模拟的每月和每季度 VA 指导方案与试验数据吻合良好。VA 驱动的个体化治疗模拟表明,这种方案平均可维持临床试验中第 3 个月观察到的 VA 初始增益。该模型预测,为了维持初始 VA 增益,在最初三次每月注射后的 9 个月内,平均需要进行 5.1 次雷珠单抗注射,这相当于第一年总共需要进行 8.1 次注射。
在最初三次注射后采用灵活的个体化 VA 指导方案可能会维持雷珠单抗治疗的视力改善,并可能提高成本效益和便利性,同时降低与药物管理相关的风险。