4.4 Article

Prognostic value of a modified Immunoscore in patients with stage I-III resectable colon cancer

期刊

CHINESE JOURNAL OF CANCER RESEARCH
卷 33, 期 3, 页码 379-+

出版社

CHINESE JOURNAL CANCER RESEARCH CO
DOI: 10.21147/j.issn.1000-9604.2021.03.09

关键词

Immunoscore; colon cancer; whole-slide image; overall survival; digital pathology

类别

资金

  1. National Key Research and Development Program of China [2017YFC 1309102]
  2. National Natural Science Foundation of China [81771912, 82001986, 82071892]
  3. National Science Fund for Distinguished Young Scholars [81925023]
  4. High-level Hospital Construction Project [DFJH201805, DFJH201914]

向作者/读者索取更多资源

The study developed and validated a modified Immunoscore (IS-mod) system for predicting overall survival in patients with stage I-III colon cancer. The IS-mod was found to be an independent prognostic factor for OS in the discovery cohort, with comparable performance to the Immunoscore-like system. The study suggests that even with a small reference set, the IS-mod demonstrates stable prognostic value, potentially inspiring other institutions to develop a local reference set for more accurate risk stratification of colon cancer.
Objective: 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. Methods: 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. Results: 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 vs. 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 vs. 0.573, P=0.004). Similar results were confirmed in the validation cohort. Conclusions: 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.

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