Background: Intratumoral heterogeneity of 18F-fluorodeoxyglucose (18F-FDG) uptake in primary tumor has proven to be a surrogate marker for predicting treatment outcome in various tumors. However, the value of intraindividual heterogeneity in metastatic diseases remains unknown. The aim of this study was to evaluate pretreatment positron emission tomography/computed tomography (PET/CT) 18F-FDG-based heterogeneity for the prediction of first-line treatment outcome in metastatic triple-negative breast cancer (mTNBC).
Materials and methods: mTNBC patients from three clinical trials (NCT00601159, NCT01287624, and NCT02341911) with whole-body 18F-FDG PET/CT scan before first-line gemcitabine/platinum were included. Heterogeneity index (HI) and the maximum of FDG uptake (MAX) across total metastatic lesions (-T) on baseline PET/CT scans were assessed. HI was measured by MAX divided by the minimum FDG uptake across metastatic lesions. Optimal cutoffs were determined by time-dependent receiver operator characteristics (ROC) analysis. Progression-free survival (PFS) and overall survival (OS) were estimated by Kaplan-Meier method and compared by log-rank test.
Results: A total of 42 mTNBC patients were included in this study. The median PFS of patients with high HI-T (>1.9) and high MAX-T (>10.5) was significantly shorter than patients with low HI-T (<1.9; p = .049) and low MAX-T (<10.5; p = .001). In terms of OS, only high MAX-T was significant for poorer outcome (p = .013). ROC curve analysis confirmed the predictive value of MAX and HI in mTNBC patients. Area under the ROC curve for MAX-T and HI-T was 0.75 and 0.65, indicating a higher predictive accuracy than conventional clinical risk factors.
Conclusion: HI and MAX measured among metastatic lesions on pretreatment 18F-FDG PET/CT scans could be potential predicators for first-line treatment outcome in patients with mTNBC.
Implications for practice: Intratumoral heterogeneity of 18F-fluorodeoxyglucose (FDG) uptake in primary tumor has proven to be a robust surrogate predictive marker. A novel positron emission tomography/computed tomography (PET/CT) parameter-heterogeneity index (HI) to quantify the heterogeneous characteristics of metastatic disease is proposed. Triple-negative breast cancer (TNBC) is a highly heterogeneous disease and remains a clinical challenge. The predictive performance of HI, along with the maximum FDG uptake (MAX), measured on pretreatment PET/CT scans in patients with metastatic TNBC was evaluated. Results indicate that HI and MAX may serve as applicable imaging predicators for treatment outcome of metastatic TNBC in clinical practice.
摘要
背景。已有研究证实,原发肿瘤中18F‐氟脱氧葡萄糖(18F‐FDG)摄取的瘤内异质性是预测对各种肿瘤疗效的替代指标。但是,个体内异质性对转移性疾病的价值仍然处于未知状态。本研究旨在评估治疗前基于18F‐FDG异质性的正电子发射断层扫描/计算机断层扫描(PET/CT)预测转移性三阴性乳腺癌(mTNBC)的一线治疗效果。
材料和方法。在接受一线吉西他滨/铂类之前,我们对参与三项临床试验(NCT00601159、NCT01287624和NCT02341911)的mTNBC患者进行了全身18F‐FDG PET/CT扫描。评估了基线PET/CT扫描中总转移性病灶(‐T)的异质性指数(HI)和FDG的最大摄取量(MAX)。用MAX除以转移性病灶的最小FDG摄取量以测量HI。通过时间受试者工作曲线(ROC)分析确定最佳截止值。用Kaplan‐Meier法估算无进展生存期(PFS)和总生存期(OS),并通过对数秩检验将两者进行比较。
结果。共有42名mTNBC患者参与本研究。高HI‐T(>1.9) 和高MAX‐T(>10.5)患者的中位PFS明显低于 低HI‐T(<1.9;p = 0.049)和低MAX‐T(<10.5;p =0.001)的患者。在OS方面,只有高MAX‐T显著性预后较差(p = 0.013)。ROC曲线分析证实了对mTNBC患者MAX和HI的预测价值。MAX‐T和HI‐T的ROC曲线下面积分别为0.75和0.65,表明比传统临床危险因素具有更高的预测准确性。
结论。通过治疗前18F‐FDG PET/CT扫描测量转移灶中的HI和MAX,可能是mTNBC患者一线治疗效果的潜在预测因子。
实践意义
已有研究证实,原发肿瘤中18F‐氟脱氧葡萄糖(FDG)摄取的瘤内异质性是可靠的替代预测指标。我们提出了一种新型的正电子发射断层扫描/计算机断层扫描 (PET/CT) 参数‐异质性指数 (HI),用于量化转移性疾病的异质性特征。三阴性乳腺癌(TNBC)是一种高度异质性疾病,仍是临床难题。我们在转移性TNBC患者的治疗前PET/CT扫描中评估了HI以及FDG 的最大摄取量(MAX)的预测性。结果表明,在临床实践中,可将HI和MAX作为转移性TNBC 治疗效果的适用的影像预测因子。
Keywords: 18F‐fluorodeoxyglucose positron emission tomography/computed tomography; Genetic heterogeneity; Metastatic breast cancer; Prognosis; Triple‐negative breast neoplasms.
© AlphaMed Press 2018.