Division of Pathology and Data Analytics, University of Leeds, Leeds, United Kingdom.
Leeds Institute of Medical Research, University of Leeds, Leeds, United Kingdom.
J Clin Oncol. 2024 Oct 10;42(29):3430-3442. doi: 10.1200/JCO.23.02030. Epub 2024 Jul 31.
High densities of tumor infiltrating CD3 and CD8 T-cells are associated with superior prognosis in colorectal cancer (CRC). Their value as predictors of benefit from adjuvant chemotherapy is uncertain.
Tumor tissue from 868 patients in the QUASAR trial (adjuvant fluorouracil/folinic acid observation in stage II/III CRC) was analyzed by CD3 and CD8 immunohistochemistry. Pathologists, assisted by artificial intelligence, calculated CD3 and CD8 cell densities (cells/mm) in the core tumor (CT) and invasive margin (IM). Participants were randomly partitioned into training and validation sets. The primary outcome was recurrence-free interval (RFI), 2-year RFI for assessment of biomarker-treatment interactions. Maximum-likelihood methods identified optimal high-risk/low-risk group cutpoints in the training set. Prognostic analyses were repeated in the validation set.
In the training set, the recurrence rate in the high-risk group was twice that in the low-risk group for all measures (CD3-CT: rate ratio [RR], 2.00, = .0008; CD3-IM: 2.38, < .00001; CD8-CT: 2.17, = .0001; CD8-IM: 2.13, = .0001). This was closely replicated in the validation set (RR, 1.96, 1.79, 1.72, 1.72, respectively). In multivariate analyses, prognostic effects were similar in colon and rectal cancers, and in stage II and III disease. Proportional reductions in recurrence with adjuvant chemotherapy were of similar magnitude in the high- and low-recurrence risk groups. Combining information from CD3-IM and CD3-CT (CD3 Score) generated high-, intermediate-, and low-risk groups with numbers needed to treat (NNTs) to prevent one disease recurrence being 11, 21, and 36, respectively.
Recurrence rates in the high-risk CD3/CD8 groups are twice those in the low-risk groups. Proportional reductions with chemotherapy are similar, allowing NNTs derived in QUASAR to be updated using contemporary, nonrandomized data sets.
肿瘤浸润 CD3 和 CD8 T 细胞的高密度与结直肠癌(CRC)的良好预后相关。它们作为辅助化疗获益预测因子的价值尚不确定。
QUASAR 试验(辅助氟尿嘧啶/亚叶酸观察 II/III 期 CRC)的 868 名患者的肿瘤组织通过 CD3 和 CD8 免疫组织化学进行分析。病理学家在人工智能的辅助下,计算核心肿瘤(CT)和浸润边缘(IM)中的 CD3 和 CD8 细胞密度(细胞/mm)。参与者被随机分为训练集和验证集。主要结局是无复发生存期(RFI),2 年 RFI 用于评估生物标志物-治疗相互作用。最大似然方法在训练集中确定了最佳高风险/低风险组的截断点。在验证集中重复了预后分析。
在训练集中,对于所有指标,高风险组的复发率是低风险组的两倍(CD3-CT:率比 [RR],2.00,.0008;CD3-IM:2.38, <.00001;CD8-CT:2.17,.0001;CD8-IM:2.13,.0001)。这在验证集中得到了紧密复制(RR,1.96、1.79、1.72、1.72,分别)。在多变量分析中,在结肠癌和直肠癌以及 II 期和 III 期疾病中,预后效应相似。辅助化疗后复发的比例减少幅度在高复发风险和低复发风险组中相似。将 CD3-IM 和 CD3-CT(CD3 评分)的信息结合起来,生成高、中、低风险组,预防一次疾病复发的需要治疗人数(NNT)分别为 11、21 和 36。
高风险 CD3/CD8 组的复发率是低风险组的两倍。化疗的比例减少幅度相似,允许使用 QUASAR 中的 NNT 更新使用当代非随机数据集。