Automated assessment of CD8+ T-lymphocytes and stroma fractions complement conventional staging of colorectal cancer

被引:6
作者
Jiang, Dan [1 ,2 ,3 ]
Hveem, Tarjei S. [4 ]
Glaire, Mark [5 ]
Church, David N. [5 ,6 ]
Kerr, David J. [1 ,3 ]
Yang, Li [1 ,8 ]
Danielsen, Havard E. [3 ,4 ,7 ]
机构
[1] Sichuan Univ, Sichuan Univ Univ Oxford Huaxi Joint Ctr Gastroin, West China Hosp, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp, Dept Pathol, Chengdu, Peoples R China
[3] Univ Oxford, Radcliffe Dept Med, Oxford, England
[4] Oslo Univ Hosp, Inst Canc Genet & Informat, NO-0424 Oslo, Norway
[5] Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
[6] Oxford Univ Hosp NHS Fdn Trust, John Radcliffe Hosp, NIHR Oxford Biomed Res Ctr, Oxford, England
[7] Univ Oslo, Dept Informat, Oslo, Norway
[8] Sichuan Univ, West China Hosp, Dept Gastroenterol & Hepatol, Chengdu, Sichuan, Peoples R China
基金
英国惠康基金; 中国国家自然科学基金;
关键词
Colorectal cancer; Prognosis; CD8; Stroma; ADJUVANT CHEMOTHERAPY; TUMOR-STROMA; SURVIVAL;
D O I
10.1016/j.ebiom.2021.103547
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Tumor development is critically dependent on the supporting stroma consisting of inflamma-tory cells and fibroblasts. This study intended to improve prognostic prediction for early colorectal cancer (CRC) by combined estimation of T-lymphocyte and stroma fractions with conventional markers. Methods: In total 509 and 1041 stage II/III CRC from the VICTOR and QUASAR 2 trials were included as a train-ing set and a validation set, respectively. Intratumoral CD8(+) T-lymphocytes and stroma were identified and quantified by machine-based learning on digital sections. The primary endpoint was to evaluate the prognos-tic value of the combined marker for time to recurrence (TTR). Findings: For low-risk patients (n = 598; stage II, and stage III pT1-3 pN1 with neither lymphatic (L-) nor vas-cular (V-) invasion), low stroma fraction (n = 511) identified a good prognostic subgroup with 5-year TTR of 86% (95% CI 83-89), versus the high stroma subgroup TTR of 78% (HR = 1.75, 95% CI 1.05-2.92; P = 0.029). For high-risk patients (n = 394; stage III pT3 pN1 L+/V+, pT4, or pN2), combined low CD8(+) and high stroma fraction identified a poor prognostic subgroup (n = 34) with 5-year TTR of 29% (95% CI 17-50), versus the high CD8(+) fraction and low stroma fraction subgroup (n = 138) of 64% (HR = 2.86, 95% CI 1.75-4.69; P < 0.001). Interpretation: Quantification of intratumoral CD8(+) T-lymphocyte and stroma fractions can be combined with conventional prognostic markers to improve patient stratification. (c) 2021 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/)
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页数:11
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