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Development of recurrence risk score using 95‑gene classifier and its application to formalin‑fixed paraffin‑embedded tissues in ER‑positive, HER2‑negative and node‑negative breast cancer
- Source :
- Oncology Reports.
- Publication Year :
- 2019
- Publisher :
- Spandidos Publications, 2019.
-
Abstract
- We previously developed a 95‑gene classifier (95GC) to classify ER‑positive/HER2‑negative/node‑negative (ER+/HER2‑/N0) breast cancer as high‑ and low‑risk. The present study aimed to devise a 95GC recurrence score (95GCRS) to estimate recurrence risk more precisely and, although the 95GC was originally developed using fresh‑frozen (FF) tissues, this was applied to formalin‑fixed paraffin‑embedded (FFPE) tissues. 95GCRS was calculated using between‑group analysis and denominated as a value from 0 to 100. Correlation of 95GCRS with distant recurrence rate and response to neoadjuvant chemotherapy (NAC) was evaluated in 257 patients with ER+/HER2-/N0 breast cancer treated with adjuvant hormonal therapy at Osaka University Hospital and in 425 patients with ER+ breast cancer treated with NAC at Osaka University Hospital and the University of Texas MD Anderson Cancer Center (GSE25066 dataset). Correlation of 95GCRS between FF and FFPE tissues was evaluated in paired tissues from 56 ER+/HER2‑/N0 breast cancer types obtained from patients without NAC treatment. Distant recurrence rates were remarkably low in patients with 95GCRS ≤50 and increased proportionally in patients with 95GCRS >50. Pathological complete response (pCR) rates to NAC were increased in proportion to 95GCRS, indicating a greater sensitivity of breast cancers with high 95GCRS to chemotherapy. 95GCRS was highly correlated (R=0.92) between FF and FFPE tissues, and the concordance rate (94.6%) of high‑ and low‑risk groups was also considerably high. Overall, the present study developed a 95GCRS that correlated with distant recurrence rate and pCR rate to NAC. The 95GC was applicable to FFPE tissues with a high concordance rate in FF tissues.
- Subjects :
- Adult
0301 basic medicine
Oncology
Cancer Research
medicine.medical_specialty
Receptor, ErbB-2
medicine.medical_treatment
Concordance
Breast Neoplasms
Kaplan-Meier Estimate
Disease-Free Survival
03 medical and health sciences
0302 clinical medicine
Breast cancer
Internal medicine
Antineoplastic Combined Chemotherapy Protocols
Humans
Medicine
Pathological
Aged
Chemotherapy
Paraffin Embedding
Oncogene
business.industry
General Medicine
Middle Aged
medicine.disease
Molecular medicine
Neoadjuvant Therapy
Neoplasm Proteins
Gene Expression Regulation, Neoplastic
Treatment Outcome
030104 developmental biology
Receptors, Estrogen
Chemotherapy, Adjuvant
030220 oncology & carcinogenesis
Hormonal therapy
Female
Neoplasm Recurrence, Local
Transcriptome
business
Adjuvant
Subjects
Details
- ISSN :
- 17912431 and 1021335X
- Database :
- OpenAIRE
- Journal :
- Oncology Reports
- Accession number :
- edsair.doi.dedup.....a71c37ebecd419a58a38535ef5a36911
- Full Text :
- https://doi.org/10.3892/or.2019.7358