Department of Radiation Oncology, Yantai Yuhuangding Hospital, 20 Yudong Road, Yantai, 264000, Shandong, People's Republic of China.
Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong University, 440 Jiyan Road, Jinan, 250117, Shandong, People's Republic of China.
BMC Cancer. 2021 Jan 14;21(1):66. doi: 10.1186/s12885-021-07784-x.
We evaluated the prognostic potential of tumor F-fluorodeoxyglucose (FDG) uptake derived from positron emission tomography (PET) and known inflammatory hematological markers, both individually and in combination, for chemosensitivity and survival in patients with stage IIIB-IV non-small cell lung cancer (NSCLC) receiving first-line chemotherapy.
A total of 149 patients with stage IIIB and IV NSCLC (based on TNM 7th edition) were retrospectively reviewed. Maximum standardized uptake value (SUVmax) were used to quantitatively assess FDG uptake. The lymphocyte-monocyte ratio (LMR), neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR) were selected as hematological markers. Receiver operating characteristic (ROC) curves were constructed for the determination of optimal cut-off values to predict chemotherapeutic response.
Patients with SUVmax > 11.6 or LMR ≤3.73 exhibited a significantly lower objective response rate (ORR) to chemotherapy (p < 0.001 and p < 0.001). Through multivariable logistic regression analysis, both the SUVmax and LMR were identified as independent predictive factors for chemotherapeutic response (p = 0.001 and p < 0.001). Furthermore, a multivariable Cox proportional hazard model identified a high SUVmax (> 11.6) and low LMR (≤3.73) as independent predictors of poor PFS (p < 0.001 and p = 0.025) and OS (p < 0.001 and p = 0.032). A novel score system was constructed based on the SUVmax and LMR (SUV_LMR score), and patients were stratified into three subgroups. The patients with a score of 0 had a significantly higher ORR (88.9%) than did those with a score of 1 (59.6%) and score of 2 (25.0%) (p < 0.001). Moreover, multivariable Cox analysis further identified the SUV_LMR score as an independent prognostic factor for PFS (p < 0.001) and OS (p < 0.001).
Pre-treatment SUVmax and LMR were not only predictive factors for chemotherapeutic response but also independent prognostic factors of survival in stage IIIB-IV NSCLC. Moreover, the SUV_LMR score, which is based on primary tumor metabolic activity and the systemic inflammatory response, might provide a promising tool to predict chemosensitivity, recurrence and survival of advanced NSCLC.
我们评估了源自正电子发射断层扫描(PET)的肿瘤 F-氟脱氧葡萄糖(FDG)摄取以及已知的炎症性血液标志物在接受一线化疗的 IIIB-IV 期非小细胞肺癌(NSCLC)患者中的预测化疗敏感性和生存能力的预后潜力。
回顾性分析了 149 例 IIIB 和 IV 期 NSCLC 患者(基于 TNM 第 7 版)。最大标准化摄取值(SUVmax)用于定量评估 FDG 摄取。淋巴细胞-单核细胞比值(LMR)、中性粒细胞-淋巴细胞比值(NLR)和血小板-淋巴细胞比值(PLR)被选为血液标志物。构建受试者工作特征(ROC)曲线以确定最佳截断值以预测化疗反应。
SUVmax>11.6 或 LMR≤3.73 的患者对化疗的客观缓解率(ORR)明显降低(p<0.001 和 p<0.001)。通过多变量逻辑回归分析,SUVmax 和 LMR 均被确定为化疗反应的独立预测因素(p=0.001 和 p<0.001)。此外,多变量 Cox 比例风险模型确定高 SUVmax(>11.6)和低 LMR(≤3.73)是无进展生存期(PFS)和总生存期(OS)不良的独立预测因子(p<0.001 和 p=0.025)(p<0.001 和 p=0.032)。基于 SUVmax 和 LMR 构建了一个新的评分系统(SUV_LMR 评分),并将患者分为三组。评分 0 的患者的 ORR(88.9%)明显高于评分 1(59.6%)和评分 2(25.0%)(p<0.001)。此外,多变量 Cox 分析进一步确定 SUV_LMR 评分是 PFS(p<0.001)和 OS(p<0.001)的独立预后因素。
治疗前 SUVmax 和 LMR 不仅是化疗反应的预测因素,而且是 IIIB-IV 期 NSCLC 生存的独立预后因素。此外,基于原发肿瘤代谢活性和全身炎症反应的 SUV_LMR 评分可能是预测晚期 NSCLC 化疗敏感性、复发和生存的有前途的工具。