在 QUASAR 试验中评估 CD3 和 CD8 T 细胞免疫组化对早期结直肠癌辅助化疗获益的预后和预测作用

IF 42.1 1区 医学 Q1 ONCOLOGY Journal of Clinical Oncology Pub Date : 2024-10-10 Epub Date: 2024-07-31 DOI:10.1200/JCO.23.02030
Christopher J M Williams, Richard Gray, Robert K Hills, Michael Shires, Liping Zhang, Zuo Zhao, Tracie Gardner, Nancy Sapanara, Xiao-Meng Xu, Isaac Bai, Dongyao Yan, Andrea Muranyi, Sarah Dance, Faranak Aghaei, Gemma Hemmings, Michael Hale, Uday Kurkure, Christoph Guetter, Susan D Richman, Gordon Hutchins, Jenny F Seligmann, Nicholas P West, Shalini Singh, Kandavel Shanmugam, Philip Quirke
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Pathologists, assisted by artificial intelligence, calculated CD3 and CD8 cell densities (cells/mm<sup>2</sup>) 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.</p><p><strong>Results: </strong>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, <i>P</i> = .0008; CD3-IM: 2.38, <i>P</i> < .00001; CD8-CT: 2.17, <i>P</i> = .0001; CD8-IM: 2.13, <i>P</i> = .0001). This was closely replicated in the validation set (RR, 1.96, 1.79, 1.72, 1.72, respectively). 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引用次数: 0

摘要

目的:高密度的肿瘤浸润CD3和CD8 T细胞与结直肠癌(CRC)的良好预后有关。它们作为辅助化疗获益预测因子的价值尚不确定:通过 CD3 和 CD8 免疫组化对 QUASAR 试验(II/III 期 CRC 的氟尿嘧啶/叶酸辅助化疗与观察)中 868 例患者的肿瘤组织进行了分析。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)的 CD3 和 CD8 细胞密度(细胞/平方毫米)。参与者被随机分为训练集和验证集。主要结果是无复发间隔期(RFI)和用于评估生物标记物与治疗相互作用的两年无复发间隔期(RFI)。最大似然法确定了训练集中最佳的高风险/低风险组切点。在验证集中重复进行预后分析:在训练集中,就所有指标而言,高风险组的复发率是低风险组的两倍(CD3-CT:比率比 [RR],2.00,P = .0008;CD3-IM:2.38,P < .00001;CD8-CT:2.17,P = .0001;CD8-IM:2.13,P = .0001)。这一结果在验证组中得到了很好的重复(RR 分别为 1.96、1.79、1.72、1.72)。在多变量分析中,结肠癌和直肠癌以及 II 期和 III 期疾病的预后效果相似。在高复发风险组和低复发风险组中,辅助化疗降低复发的比例相似。结合CD3-IM和CD3-CT(CD3评分)的信息,得出了高、中、低风险组,预防一次疾病复发所需的治疗次数(NNT)分别为11、21和36:结论:CD3/CD8高风险组的复发率是低风险组的两倍。结论:高风险 CD3/CD8 组的复发率是低风险组的两倍,化疗的比例降低率相似,因此可以利用当代非随机数据集更新 QUASAR 中得出的 NNT。
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Evaluation of CD3 and CD8 T-Cell Immunohistochemistry for Prognostication and Prediction of Benefit From Adjuvant Chemotherapy in Early-Stage Colorectal Cancer Within the QUASAR Trial.

Purpose: 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.

Patients and methods: Tumor tissue from 868 patients in the QUASAR trial (adjuvant fluorouracil/folinic acid v 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/mm2) 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.

Results: 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, P = .0008; CD3-IM: 2.38, P < .00001; CD8-CT: 2.17, P = .0001; CD8-IM: 2.13, P = .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.

Conclusion: 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.

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来源期刊
Journal of Clinical Oncology
Journal of Clinical Oncology 医学-肿瘤学
CiteScore
41.20
自引率
2.20%
发文量
8215
审稿时长
2 months
期刊介绍: The Journal of Clinical Oncology serves its readers as the single most credible, authoritative resource for disseminating significant clinical oncology research. In print and in electronic format, JCO strives to publish the highest quality articles dedicated to clinical research. Original Reports remain the focus of JCO, but this scientific communication is enhanced by appropriately selected Editorials, Commentaries, Reviews, and other work that relate to the care of patients with cancer.
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