Digitally quantified CD8+ cells: the best candidate marker for an immune cell score in non-small cell lung cancer?
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https://hdl.handle.net/10037/20461Date
2020-10-09Type
Journal articleTidsskriftartikkel
Peer reviewed
Author
Paulsen, Erna-Elise; Andersen, Sigve; Rakaee, Mehrdad; Bremnes, Roy M.; Rasmussen Busund, Lill-Tove; Dønnem, TomAbstract
The TNM classification is well established as a state-of-the-art prognostic and treatment-decision-making tool for non-small cell lung cancer (NSCLC) patients. However, incorporation of biological data may hone the TNM system. This article focuses on choosing and incorporating subsets of tissue-infiltrating lymphocyte (TIL), detected by specific immunohistochemistry and automatically quantified by open source software, into a TNM-Immune cell score (TNM-I) for NSCLC. We use common markers (CD3, CD4, CD8, CD20 and CD45RO) of TILs to identify TIL subsets in tissue micro-arrays comprising tumor tissue from 553 patients resected for primary NSCLC. The number of TILs is automatically quantified using open source software (QuPath). Their prognostic efficacy, alone and within a TNM-I model, is evaluated in all patients and histological subgroups. Compared with previous manual semi-quantitative scoring of TILs in the same cohort, the present digital quantification proved superior. As a proof-of-concept, we construct a TNM-I, using TNM categories and the CD8+ TIL density. The TNM-I is an independent prognosticator of favorable diagnosis in both the overall cohort and in the main histological subgroups. In conclusion, CD8+ TIL density is the most promising candidate marker for a TNM-I in NSCLC. The prognostic efficacy of the CD8+ TIL density is strongest in lung squamous cell carcinomas, whereas both CD8+ TILs and CD20+ TILs, or a combination of these, may be candidates for a TNM-I in lung adenocarcinoma. Furthermore, based on the presented results, digital quantification is the preferred method for scoring TILs in the future.
Publisher
Oxford University PressCitation
Paulsen, Andersen, Rakaee, Bremnes, Rasmussen Busund, Dønnem. Digitally quantified CD8+ cells: the best candidate marker for an immune cell score in non-small cell lung cancer?. Carcinogenesis. 2020Metadata
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