He Ming, Ye Huifen, Liu Liu, Yao Su, Li Zhenhui, Fan Xinjuan, Feng Lili, Tong Tong, Cui Yanfen, Yang Xiaotang, Wu Xiaomei, Mao Yun, Zhao Ke, Liu Zaiyi
Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China.
Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangzhou 510080, China.
Precis Clin Med. 2024 Oct 18;7(4):pbae030. doi: 10.1093/pcmedi/pbae030. eCollection 2024 Dec.
Tertiary lymphoid structures (TLS) are major components in the immune microenvironment, correlating with a favorable prognosis in colorectal cancer. However, the methods used to define and characterize TLS were not united, hindering its clinical application. This study aims to seek a more stable method to characterize TLS and clarify their prognostic value in larger multicenter cohorts.
A total of 1609 patients from four hospitals and The Cancer Genome Atlas database were analyzed. We quantified the number and maximum length of TLS along the invasive margin of tumor using hematoxylin and eosin-stained whole-slide images (WSIs). Additionally, the length of the invasive margin was determined to calculate the TLS density. The prognostic value of TLS for overall survival was evaluated. In addition, we examined the association between TLS density and immune cell infiltration using immunohistochemistry-stained WSIs. The performance for predicting overall survival was measured using hazard ratios (HR) with 95% confidence intervals (CI).
Among the three TLS quantification methods, TLS density has the strongest discriminative performance. Survival analysis indicated that higher TLS density correlated with better overall survival [HR for high vs. low 0.57 (95% CI 0.42-0.78) in the primary cohort; 0.49 (0.35-0.69) in the validation cohort; 0.35 (0.18-0.67) in TCGA cohort]. A high TLS density was associated with a high level of CD3 T cell infiltration.
Based on this comparative multicenter analysis, TLS density was identified as a simple, robust, and effective immune prognostic index for colorectal cancer.
三级淋巴结构(TLS)是免疫微环境中的主要组成部分,与结直肠癌的良好预后相关。然而,用于定义和表征TLS的方法并不统一,这阻碍了其临床应用。本研究旨在寻找一种更稳定的方法来表征TLS,并在更大的多中心队列中阐明其预后价值。
对来自四家医院的1609例患者以及癌症基因组图谱数据库进行了分析。我们使用苏木精和伊红染色的全切片图像(WSIs),沿着肿瘤浸润边缘对TLS的数量和最大长度进行了量化。此外,确定浸润边缘的长度以计算TLS密度。评估了TLS对总生存期的预后价值。此外,我们使用免疫组织化学染色的WSIs检查了TLS密度与免疫细胞浸润之间的关联。使用危险比(HR)和95%置信区间(CI)来衡量预测总生存期的性能。
在三种TLS量化方法中,TLS密度具有最强的鉴别性能。生存分析表明,较高的TLS密度与更好的总生存期相关[在初级队列中,高TLS密度与低TLS密度相比的HR为0.57(95%CI 0.42 - 0.78);在验证队列中为0.49(0.35 - 0.69);在TCGA队列中为0.