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

BACKGROUND: Tumor development is critically dependent on the supporting stroma consisting of inflammatory 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 marker...

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Autores principales: Jiang, Dan, Hveem, Tarjei S., Glaire, Mark, Church, David N., Kerr, David J., Yang, Li, Danielsen, Håvard E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8411014/
https://www.ncbi.nlm.nih.gov/pubmed/34479131
http://dx.doi.org/10.1016/j.ebiom.2021.103547
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author Jiang, Dan
Hveem, Tarjei S.
Glaire, Mark
Church, David N.
Kerr, David J.
Yang, Li
Danielsen, Håvard E.
author_facet Jiang, Dan
Hveem, Tarjei S.
Glaire, Mark
Church, David N.
Kerr, David J.
Yang, Li
Danielsen, Håvard E.
author_sort Jiang, Dan
collection PubMed
description BACKGROUND: Tumor development is critically dependent on the supporting stroma consisting of inflammatory 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/ΙΙΙ CRC from the VICTOR and QUASAR 2 trials were included as a training 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 prognostic value of the combined marker for time to recurrence (TTR). FINDINGS: For low-risk patients (n = 598; stage Ⅱ, and stage ΙΙΙ pT1-3 pN1 with neither lymphatic (L(−)) nor vascular (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 ΙΙΙ 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.
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spelling pubmed-84110142021-09-08 Automated assessment of CD8(+) T-lymphocytes and stroma fractions complement conventional staging of colorectal cancer Jiang, Dan Hveem, Tarjei S. Glaire, Mark Church, David N. Kerr, David J. Yang, Li Danielsen, Håvard E. EBioMedicine Research Paper BACKGROUND: Tumor development is critically dependent on the supporting stroma consisting of inflammatory 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/ΙΙΙ CRC from the VICTOR and QUASAR 2 trials were included as a training 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 prognostic value of the combined marker for time to recurrence (TTR). FINDINGS: For low-risk patients (n = 598; stage Ⅱ, and stage ΙΙΙ pT1-3 pN1 with neither lymphatic (L(−)) nor vascular (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 ΙΙΙ 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. Elsevier 2021-08-31 /pmc/articles/PMC8411014/ /pubmed/34479131 http://dx.doi.org/10.1016/j.ebiom.2021.103547 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Paper
Jiang, Dan
Hveem, Tarjei S.
Glaire, Mark
Church, David N.
Kerr, David J.
Yang, Li
Danielsen, Håvard E.
Automated assessment of CD8(+) T-lymphocytes and stroma fractions complement conventional staging of colorectal cancer
title Automated assessment of CD8(+) T-lymphocytes and stroma fractions complement conventional staging of colorectal cancer
title_full Automated assessment of CD8(+) T-lymphocytes and stroma fractions complement conventional staging of colorectal cancer
title_fullStr Automated assessment of CD8(+) T-lymphocytes and stroma fractions complement conventional staging of colorectal cancer
title_full_unstemmed Automated assessment of CD8(+) T-lymphocytes and stroma fractions complement conventional staging of colorectal cancer
title_short Automated assessment of CD8(+) T-lymphocytes and stroma fractions complement conventional staging of colorectal cancer
title_sort automated assessment of cd8(+) t-lymphocytes and stroma fractions complement conventional staging of colorectal cancer
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8411014/
https://www.ncbi.nlm.nih.gov/pubmed/34479131
http://dx.doi.org/10.1016/j.ebiom.2021.103547
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