Zhao Ke, Wu Xiaomei, Li Zhenhui, Wang Yingyi, Xu Zeyan, Li Yajun, Wu Lin, Yao Su, Huang Yanqi, Liang Changhong, Liu Zaiyi
Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, China.
School of Medicine, South China University of Technology, Guangzhou 510006, China.
Chin J Cancer Res. 2021 Jun 30;33(3):379-390. doi: 10.21147/j.issn.1000-9604.2021.03.09.
The Immunoscore method has proved fruitful for predicting prognosis in patients with colon cancer. However, there is still room for improvement in this scoring method to achieve further advances in its clinical translation. This study aimed to develop and validate a modified Immunoscore (IS-mod) system for predicting overall survival (OS) in patients with stage I-III colon cancer.
The IS-mod was proposed by counting CD3+ and CD8+ immune cells in regions of the tumor core and its invasive margin by drawing two lines of interest. A discovery cohort (N=212) and validation cohort (N=103) from two centers were used to evaluate the prognostic value of the IS-mod.
In the discovery cohort, 5-year survival rates were 88.6% in the high IS-mod group and 60.7% in the low IS-mod group. Multivariate analysis confirmed that the IS-mod was an independent prognostic factor for OS [adjusted hazard ratio (HR)=0.36, 95% confidence interval (95% CI): 0.20-0.63]. With less annotation and computation cost, the IS-mod achieved performance comparable to that of the Immunoscore-like (IS-like) system (C-index, 0.676 . 0.661, P=0.231). The 2-category IS-mod using 47.5% as the threshold had a better prognostic value than that using a fixed threshold of 25% (C-index, 0.653 . 0.573, P=0.004). Similar results were confirmed in the validation cohort.
Our method simplifies the annotation and accelerates the calculation of Immunoscore method, thus making it easier for clinical implementation. The IS-mod achieved comparable prognostic performance when compared to the IS-like system in both cohorts. Besides, we further found that even with a small reference set (N≥120), the IS-mod still demonstrated a stable prognostic value. This finding may inspire other institutions to develop a local reference set of an IS-mod system for more accurate risk stratification of colon cancer.
免疫评分方法已被证明在预测结肠癌患者预后方面卓有成效。然而,该评分方法仍有改进空间,以便在临床转化方面取得进一步进展。本研究旨在开发并验证一种改良的免疫评分(IS-mod)系统,用于预测Ⅰ-Ⅲ期结肠癌患者的总生存期(OS)。
通过绘制两条感兴趣的线,对肿瘤核心区域及其浸润边缘的CD3+和CD8+免疫细胞进行计数,从而提出IS-mod。来自两个中心的一个发现队列(N=212)和一个验证队列(N=103)被用于评估IS-mod的预后价值。
在发现队列中,高IS-mod组的5年生存率为88.6%,低IS-mod组为60.7%。多变量分析证实,IS-mod是OS的独立预后因素[调整后风险比(HR)=0.36,95%置信区间(95%CI):0.20-0.63]。IS-mod只需较少的标注和计算成本,其性能与类免疫评分(IS-like)系统相当(C指数,0.676对0.661,P=0.231)。以47.5%作为阈值的二分类IS-mod比使用25%固定阈值具有更好的预后价值(C指数,0.653对0.573,P=0.004)。在验证队列中也证实了类似结果。
我们的方法简化了免疫评分方法的标注并加快了计算,从而使其更易于临床应用。在两个队列中,IS-mod与IS-like系统相比具有相当的预后性能。此外,我们进一步发现,即使参考集较小(N≥120),IS-mod仍显示出稳定的预后价值。这一发现可能会促使其他机构开发IS-mod系统的本地参考集,以便对结肠癌进行更准确的风险分层。