Department of Biomedical Engineering, Boston University, 44 Cummington Mall, Boston, MA, 02215, USA.
Department of Electrical Engineering, Boston University, Boston, MA, USA.
Breast Cancer Res. 2020 Mar 13;22(1):29. doi: 10.1186/s13058-020-01262-1.
Breast cancer patients with early-stage disease are increasingly administered neoadjuvant chemotherapy (NAC) to downstage their tumors prior to surgery. In this setting, approximately 31% of patients fail to respond to therapy. This demonstrates the need for techniques capable of providing personalized feedback about treatment response at the earliest stages of therapy to identify patients likely to benefit from changing treatment. Diffuse optical spectroscopic imaging (DOSI) has emerged as a promising functional imaging technique for NAC monitoring. DOSI uses non-ionizing near-infrared light to provide non-invasive measures of absolute concentrations of tissue chromophores such as oxyhemoglobin. In 2011, we reported a new DOSI prognostic marker, oxyhemoglobin flare: a transient increase in oxyhemoglobin capable of discriminating NAC responders within the first day of treatment. In this follow-up study, DOSI was used to confirm the presence of the flare as well as to investigate whether DOSI markers of NAC response are regimen dependent.
This dual-center study examined 54 breast tumors receiving NAC measured with DOSI before therapy and the first week following chemotherapy administration. Patients were treated with either a standard of care maximum tolerated dose (MTD) regimen or an investigational metronomic (MET) regimen. Changes in tumor chromophores were tracked throughout the first week and compared to pathologic response and treatment regimen at specific days utilizing generalized estimating equations (GEE).
Within patients receiving MTD therapy, the oxyhemoglobin flare was confirmed as a prognostic DOSI marker for response appearing as soon as day 1 with post hoc GEE analysis demonstrating a difference of 48.77% between responders and non-responders (p < 0.0001). Flare was not observed in patients receiving MET therapy. Within all responding patients, the specific treatment was a significant predictor of day 1 changes in oxyhemoglobin, showing a difference of 39.45% (p = 0.0010) between patients receiving MTD and MET regimens.
DOSI optical biomarkers are differentially sensitive to MTD and MET regimens at early timepoints suggesting the specific treatment regimen should be considered in future DOSI studies. Additionally, DOSI may help to identify regimen-specific responses in a more personalized manner, potentially providing critical feedback necessary to implement adaptive changes to the treatment strategy.
患有早期疾病的乳腺癌患者在手术前越来越多地接受新辅助化疗 (NAC) 以缩小肿瘤。在这种情况下,约有 31%的患者对治疗无反应。这表明需要能够在治疗的最早阶段提供关于治疗反应的个性化反馈的技术,以识别可能受益于改变治疗的患者。漫射光学光谱成像 (DOSI) 已成为一种有前途的 NAC 监测功能成像技术。DOSI 使用非电离近红外光提供组织色团(如氧合血红蛋白)的绝对浓度的非侵入性测量。2011 年,我们报告了一种新的 DOSI 预后标志物,即氧合血红蛋白爆发:在治疗的第一天就能区分 NAC 反应者的短暂氧合血红蛋白增加。在这项后续研究中,DOSI 用于确认爆发的存在,并研究 NAC 反应的 DOSI 标志物是否与方案有关。
这项双中心研究检查了 54 个接受 NAC 的乳腺癌肿瘤,在治疗前和化疗后第一周使用 DOSI 进行测量。患者接受标准治疗最大耐受剂量 (MTD) 方案或研究性节拍 (MET) 方案治疗。在第一周内跟踪肿瘤色团的变化,并利用广义估计方程 (GEE) 将其与病理反应和特定天数的治疗方案进行比较。
在接受 MTD 治疗的患者中,氧合血红蛋白爆发被确认为一种预测性 DOSI 反应标志物,最早在第 1 天出现,事后 GEE 分析表明,反应者和非反应者之间存在 48.77%的差异(p < 0.0001)。在接受 MET 治疗的患者中未观察到爆发。在所有反应患者中,特定治疗是第 1 天氧合血红蛋白变化的重要预测因素,接受 MTD 和 MET 方案的患者之间存在 39.45%的差异(p = 0.0010)。
DOSI 光学生物标志物对 MTD 和 MET 方案在早期时间点的敏感性不同,这表明在未来的 DOSI 研究中应考虑具体的治疗方案。此外,DOSI 可能有助于以更个性化的方式识别方案特异性反应,可能提供实施治疗策略适应性改变所需的关键反馈。