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Cross comparison and prognostic assessment of breast cancer multigene signatures in a large population-based contemporary clinical series

Authors :
Vallon-Christersson, Johan
Häkkinen, Jari
Hegardt, Cecilia
Saal, Lao H.
Larsson, Christer
Ehinger, Anna
Lindman, Henrik
Olofsson, Helena
Sjöblom, Tobias
Wärnberg, Fredrik
Ryden, Lisa
Loman, Niklas
Malmberg, Martin
Borg, Åke
Staaf, Johan
Vallon-Christersson, Johan
Häkkinen, Jari
Hegardt, Cecilia
Saal, Lao H.
Larsson, Christer
Ehinger, Anna
Lindman, Henrik
Olofsson, Helena
Sjöblom, Tobias
Wärnberg, Fredrik
Ryden, Lisa
Loman, Niklas
Malmberg, Martin
Borg, Åke
Staaf, Johan
Publication Year :
2019

Abstract

Multigene expression signatures provide a molecular subdivision of early breast cancer associated with patient outcome. A gap remains in the validation of such signatures in clinical treatment groups of patients within population-based cohorts of unselected primary breast cancer representing contemporary disease stages and current treatments. A cohort of 3520 resectable breast cancers with RNA sequencing data included in the population-based SCAN-B initiative (ClinicalTrials.gov ID NCT02306096) were selected from a healthcare background population of 8587 patients diagnosed within the years 2010-2015. RNA profiles were classified according to 19 reported gene signatures including both gene expression subtypes (e.g. PAM50, IC10, CIT) and risk predictors (e.g. Oncotype DX, 70-gene, ROR). Classifications were analyzed in nine adjuvant clinical assessment groups: TNBC-ACT (adjuvant chemotherapy, n = 239), TNBC-untreated (n = 82), HER2+/ER- with anti-HER2+ACT treatment (n = 110), HER2+/ER+ with anti-HER2 + ACT + endocrine treatment (n = 239), ER+/HER2-/LN- with endocrine treatment (n = 1113), ER+/HER2-/LN- with endocrine +ACT treatment (n = 243), ER+/HER2-/LN+ with endocrine treatment (n = 423), ER+/HER2-/LN+ with endocrine +ACT treatment (n = 433), and ER+/HER2-/LN- untreated (n = 200). Gene signature classification (e.g., proportion low-, high-risk) was generally well aligned with stratification based on current immunohistochemistry-based clinical practice. Most signatures did not provide any further risk stratification in TNBC and HER2+/ER- disease. Risk classifier agreement (low-, medium/intermediate-, high-risk groups) in ER+ assessment groups was on average 50-60% with occasional pair-wise comparisons having <30% agreement. Disregarding the intermediate-risk groups, the exact agreement between low- and high-risk groups was on average similar to 80-95%, for risk prediction signatures across all assessment groups. Outcome analyses were restricted to assessment gro

Details

Database :
OAIster
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1233944378
Document Type :
Electronic Resource
Full Text :
https://doi.org/10.1038.s41598-019-48570-x