Eustace Nicholas J, Sebastian Nikhil T, Webb Amy, Shilo Konstantin, Robb Ryan, Amini Arya, Yang Linlin, Denko Nicholas C, Williams Terence M
Department of Radiation Oncology, Emory University, Atlanta, GA.
Department of Biomedical Informatics, The Ohio State University, Columbus, OH.
JCO Precis Oncol. 2025 Jun;9:e2400659. doi: 10.1200/PO-24-00659. Epub 2025 Jun 4.
Recurrence occurs in 20%-30% of early-stage non-small cell lung cancer (NSCLC) treated with stereotactic body radiation therapy (SBRT). Hypoxia in the tumor microenvironment drives radiation resistance, immune evasion, and tumor progression. Biomarkers measuring hypoxia may be useful for prognostication of NSCLC treated with SBRT. We investigate an RNA-based approach to measure tumor hypoxia and associate these molecular biomarkers with clinical outcomes after SBRT.
We included patients with T1-3N0 NSCLC treated with SBRT. RNA isolated from formalin-fixed paraffin-embedded tumor biopsy specimens (pretreatment) was analyzed using the Clariom-D assay. Hypoxia scores were derived using three well-established gene signatures measuring hypoxia and risk scores were median-dichotomized. Kaplan-Meier and Cox proportional hazards were used to study the association between high hypoxia scores and tumor recurrence and survival.
We included 92 patients treated between 2008 and 2018 with a median follow-up of 23.9 months. All three signatures were associated with squamous histology ( < .001) and clinical outcomes, with the Lane signature serving as the most prognostic of disease recurrence and mortality. On multivariable analysis, the Lane signature was associated with worse local recurrence (hazard ratio [HR], 13.36 [95% CI, 1.09 to 163.94]; = .043), distant recurrence (HR, 2.15 [95% CI, 1.25 to 3.70]; = .005), disease-free survival (HR, 3.68 [95% CI, 1.41 to 9.58]; = .008), and overall mortality (HR, 2.91 [95% CI, 1.41 to 9.58]; = .009). No significant difference was seen in regional nodal recurrence ( = .277).
We demonstrate squamous histology is associated with RNA-based hypoxic gene signatures, and that the Lane RNA-based hypoxia signature is highly prognostic of disease progression and mortality in NSCLC treated with SBRT, which merits prospective validation.
在接受立体定向体部放射治疗(SBRT)的早期非小细胞肺癌(NSCLC)患者中,20%-30%会出现复发。肿瘤微环境中的缺氧会导致放射抗性、免疫逃逸和肿瘤进展。测量缺氧的生物标志物可能有助于预测接受SBRT治疗的NSCLC的预后。我们研究了一种基于RNA的方法来测量肿瘤缺氧,并将这些分子生物标志物与SBRT后的临床结果相关联。
我们纳入了接受SBRT治疗的T1-3N0 NSCLC患者。使用Clariom-D分析对从福尔马林固定石蜡包埋肿瘤活检标本(预处理)中分离的RNA进行分析。使用三种成熟的测量缺氧的基因特征得出缺氧评分,并将风险评分进行中位数二分法划分。采用Kaplan-Meier法和Cox比例风险模型研究高缺氧评分与肿瘤复发和生存之间的关联。
我们纳入了2008年至2018年期间接受治疗的92例患者,中位随访时间为23.9个月。所有三种特征均与鳞状组织学相关(P <.001)和临床结果相关,其中Lane特征对疾病复发和死亡率的预后价值最高。在多变量分析中,Lane特征与局部复发风险增加相关(风险比[HR],13.36 [95% CI,1.09至163.94];P =.043),远处复发(HR,2.15 [95% CI,1.25至3.70];P =.005),无病生存期(HR,3.68 [95% CI,1.41至9.58];P =.008)和总死亡率(HR,2.91 [95% CI,1.41至9.58];P =.009)。区域淋巴结复发无显著差异(P =.277)。
我们证明鳞状组织学与基于RNA的缺氧基因特征相关,并且基于Lane RNA的缺氧特征对接受SBRT治疗的NSCLC的疾病进展和死亡率具有高度预后价值,这值得进行前瞻性验证。