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Cross comparison and prognostic assessment of breast cancer multigene signatures in a large population-based contemporary clinical series
- Source :
- Scientific Reports, Scientific Reports, Vol 9, Iss 1, Pp 1-16 (2019)
- Publication Year :
- 2019
- Publisher :
- Uppsala universitet, Experimentell och klinisk onkologi, 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
- Subjects :
- 0301 basic medicine
Oncology
Risk
medicine.medical_specialty
Prognostic variable
Antineoplastic Agents, Hormonal
Receptor, ErbB-2
Population
lcsh:Medicine
Triple Negative Breast Neoplasms
Disease
Kaplan-Meier Estimate
Article
03 medical and health sciences
0302 clinical medicine
Breast cancer
Internal medicine
Databases, Genetic
medicine
Humans
education
lcsh:Science
Transcriptomics
skin and connective tissue diseases
education.field_of_study
Cancer och onkologi
Multidisciplinary
medicine.diagnostic_test
business.industry
lcsh:R
Gene signature
medicine.disease
Prognosis
Gene Expression Regulation, Neoplastic
030104 developmental biology
Receptors, Estrogen
Chemotherapy, Adjuvant
Cancer and Oncology
Cohort
Immunohistochemistry
lcsh:Q
Female
business
Oncotype DX
Transcriptome
030217 neurology & neurosurgery
Follow-Up Studies
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Scientific Reports, Scientific Reports, Vol 9, Iss 1, Pp 1-16 (2019)
- Accession number :
- edsair.doi.dedup.....701bec1df2c5b7dfded55b4d9db66239