Translational Radiobiology Group, Division of Cancer Sciences, The Oglesby Cancer Research Building, The University of Manchester, Manchester Academic Health Science Centre, 555 Wilmslow Road, Manchester, M20 4GJ, UK.
Department of Clinical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK.
Br J Cancer. 2023 Jun;128(12):2307-2317. doi: 10.1038/s41416-023-02265-3. Epub 2023 Apr 21.
Soft tissue sarcomas (STS) are rare, heterogeneous tumours and biomarkers are needed to inform management. We previously derived a prognostic tumour microenvironment classifier (24-gene hypoxia signature). Here, we developed/validated an assay for clinical application.
Technical performance of targeted assays (Taqman low-density array, nanoString) was compared in 28 prospectively collected formalin-fixed, paraffin-embedded (FFPE) biopsies. The nanoString assay was biologically validated by comparing to HIF-1α/CAIX immunohistochemistry (IHC) in clinical samples. The Manchester (n = 165) and VORTEX Phase III trial (n = 203) cohorts were used for clinical validation. The primary outcome was overall survival (OS).
Both assays demonstrated excellent reproducibility. The nanoString assay detected upregulation of the 24-gene signature under hypoxia in vitro, and 16/24 hypoxia genes were upregulated in tumours with high CAIX expression in vivo. Patients with hypoxia-high tumours had worse OS in the Manchester (HR 3.05, 95% CI 1.54-5.19, P = 0.0005) and VORTEX (HR 2.13, 95% CI 1.19-3.77, P = 0.009) cohorts. In the combined cohort, it was independently prognostic for OS (HR 2.24, 95% CI 1.42-3.53, P = 0.00096) and associated with worse local recurrence-free survival (HR 2.17, 95% CI 1.01-4.68, P = 0.04).
This study comprehensively validates a microenvironment classifier befitting FFPE STS biopsies. Future uses include: (1) selecting high-risk patients for perioperative chemotherapy; and (2) biomarker-driven trials of hypoxia-targeted therapies.
软组织肉瘤(STS)是一种罕见的异质性肿瘤,需要生物标志物来指导治疗。我们之前提出了一种预后肿瘤微环境分类器(24 个基因缺氧特征)。在这里,我们开发/验证了一种用于临床应用的检测方法。
在 28 例前瞻性收集的福尔马林固定、石蜡包埋(FFPE)活检中,比较了靶向检测(Taqman 低密度阵列、nanoString)的技术性能。通过与临床样本中的缺氧诱导因子-1α/碳酸酐酶 IX 免疫组织化学(IHC)比较,对 nanoString 检测进行了生物学验证。使用曼彻斯特(n=165)和 VORTEX III 期试验(n=203)队列进行临床验证。主要结局是总生存期(OS)。
两种检测方法均表现出极好的重现性。nanoString 检测在体外缺氧时检测到 24 个基因特征的上调,并且在体内高 CAIX 表达的肿瘤中上调了 16/24 个缺氧基因。在曼彻斯特(HR 3.05,95%CI 1.54-5.19,P=0.0005)和 VORTEX(HR 2.13,95%CI 1.19-3.77,P=0.009)队列中,缺氧高肿瘤患者的 OS 更差。在联合队列中,它独立地预测了 OS(HR 2.24,95%CI 1.42-3.53,P=0.00096),并与局部无复发生存率(HR 2.17,95%CI 1.01-4.68,P=0.04)更差相关。
这项研究全面验证了适合 FFPE STS 活检的微环境分类器。未来的用途包括:(1)选择高危患者进行围手术期化疗;(2)基于生物标志物的缺氧靶向治疗试验。