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

被引:10
作者
Naoi, Yasuto [1 ]
Saito, Yuria [2 ]
Kishi, Kazuki [2 ]
Shimoda, Masafumi [1 ]
Kagara, Naofumi [1 ]
Miyake, Tomohiro [1 ]
Tanei, Tomonori [1 ]
Shimazu, Kenzo [1 ]
Kim, Seung Jin [1 ]
Noguchi, Shinzaburo [1 ]
机构
[1] Osaka Univ, Grad Sch Med, Dept Breast & Endocrine Surg, 2-2-E10 Yamadaoka, Suita, Osaka 5650871, Japan
[2] Sysmex Corp, Kobe, Hyogo 6510073, Japan
关键词
breast cancer; chemosensitivity; 95-gene classifier; microarray; recurrence score; formalin-fixed paraffin-embedded; GENE-EXPRESSION; NEOADJUVANT CHEMOTHERAPY; ONCOTYPE DX; PREDICTION; ASSAY; CHEMOSENSITIVITY; CONSTRUCTION; TAMOXIFEN; SIGNATURE; SURVIVAL;
D O I
10.3892/or.2019.7358
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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 ((RS)-R-95GC) 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. (RS)-R-95GC was calculated using between-group analysis and denominated as a value from 0 to 100. Correlation of (RS)-R-95GC 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 (RS)-R-95GC 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 (RS)-R-95GC <= 50 and increased proportionally in patients with (RS)-R-95GC >50. Pathological complete response (pCR) rates to NAC were increased in proportion to (RS)-R-95GC, indicating a greater sensitivity of breast cancers with high (RS)-R-95GC to chemotherapy. (RS)-R-95GC 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 (RS)-R-95GC 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.
引用
收藏
页码:2680 / 2685
页数:6
相关论文
共 20 条
[1]   Using the 21-gene assay from core needle biopsies to choose neoadjuvant therapy for breast cancer: A multicenter trial [J].
Bear, Harry D. ;
Wan, Wen ;
Robidoux, Andre ;
Rubin, Peter ;
Limentani, Steven ;
White, Richard L., Jr. ;
Granfortuna, James ;
Hopkins, Judith O. ;
Oldham, Dwight ;
Rodriguez, Angel ;
Sing, Amy P. .
JOURNAL OF SURGICAL ONCOLOGY, 2017, 115 (08) :917-923
[2]   Gene expression patterns in formalin-fixed, paraffin-embedded core biopsies predict docetaxel chemosensitivity in breast cancer patients [J].
Chang, Jenny C. ;
Makris, Andreas ;
Gutierrez, M. Carolina ;
Hilsenbeck, Susan G. ;
Hackett, James R. ;
Jeong, Jennie ;
Liu, Mei-Lan ;
Baker, Joffre ;
Clark-Langone, Kim ;
Baehner, Frederick L. ;
Sexton, Krsytal ;
Mohsin, Syed ;
Gray, Tara ;
Alvarez, Laura ;
Chamness, Gary C. ;
Osborne, C. Kent ;
Shak, Steven .
BREAST CANCER RESEARCH AND TREATMENT, 2008, 108 (02) :233-240
[3]   BreastPRS is a gene expression assay that stratifies intermediate-risk Oncotype DX patients into high- or low-risk for disease recurrence [J].
D'Alfonso, Timothy M. ;
van Laar, Ryan K. ;
Vahdat, Linda T. ;
Hussain, Wasay ;
Flinchum, Rachel ;
Brown, Nathan ;
Saint John, Linda ;
Shin, Sandra J. .
BREAST CANCER RESEARCH AND TREATMENT, 2013, 139 (03) :705-715
[4]   Gene expression profiles in paraffin-embedded core biopsy tissue predict response to chemotherapy in women with locally advanced breast cancer [J].
Gianni, L ;
Zambetti, M ;
Clark, K ;
Baker, J ;
Cronin, M ;
Wu, J ;
Mariani, G ;
Rodriguez, J ;
Carcangiu, M ;
Watson, D ;
Valagussa, P ;
Rouzier, R ;
Symmans, WF ;
Ross, JS ;
Hortobagyi, GN ;
Pusztai, L ;
Shak, S .
JOURNAL OF CLINICAL ONCOLOGY, 2005, 23 (29) :7265-7277
[5]   A population-based study of tumor gene expression and risk of breast cancer death among lymph node-negative patients [J].
Habel, Laurel A. ;
Shak, Steven ;
Jacobs, Marlena K. ;
Capra, Angela ;
Alexander, Claire ;
Pho, Mylan ;
Baker, Joffre ;
Walker, Michael ;
Watson, Drew ;
Hackett, James ;
T Blick, Noelle ;
Greenberg, Deborah ;
Fehrenbacher, Louis ;
Langholz, Bryan ;
Quesenberry, Charles P. .
BREAST CANCER RESEARCH, 2006, 8 (03)
[6]   A Genomic Predictor of Response and Survival Following Taxane-Anthracycline Chemotherapy for Invasive Breast Cancer [J].
Hatzis, Christos ;
Pusztai, Lajos ;
Valero, Vicente ;
Booser, Daniel J. ;
Esserman, Laura ;
Lluch, Ana ;
Vidaurre, Tatiana ;
Holmes, Frankie ;
Souchon, Eduardo ;
Wang, Hongkun ;
Martin, Miguel ;
Cotrina, Jose ;
Gomez, Henry ;
Hubbard, Rebekah ;
Ignacio Chacon, J. ;
Ferrer-Lozano, Jaime ;
Dyer, Richard ;
Buxton, Meredith ;
Gong, Yun ;
Wu, Yun ;
Ibrahim, Nuhad ;
Andreopoulou, Eleni ;
Ueno, Naoto T. ;
Hunt, Kelly ;
Yang, Wei ;
Nazario, Arlene ;
DeMichele, Angela ;
O'Shaughnessy, Joyce ;
Hortobagyi, Gabriel N. ;
Symmans, W. Fraser .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2011, 305 (18) :1873-1881
[7]   Estrogen Receptor (ESR1) mRNA Expression and Benefit From Tamoxifen in the Treatment and Prevention of Estrogen Receptor-Positive Breast Cancer [J].
Kim, Chungyeul ;
Tang, Gong ;
Pogue-Geile, Katherine L. ;
Costantino, Joseph P. ;
Baehner, Frederick L. ;
Baker, Joffre ;
Cronin, Maureen T. ;
Watson, Drew ;
Shak, Steven ;
Bohn, Olga L. ;
Fumagalli, Debora ;
Taniyama, Yusuke ;
Lee, Ahwon ;
Reilly, Megan L. ;
Vogel, Victor G. ;
McCaskill-Stevens, Worta ;
Ford, Leslie G. ;
Geyer, Charles E., Jr. ;
Wickerham, D. Lawrence ;
Wolmark, Norman ;
Paik, Soonmyung .
JOURNAL OF CLINICAL ONCOLOGY, 2011, 29 (31) :4160-4167
[8]   Use of Formalin-Fixed Paraffin-Embedded Samples for Gene Expression Studies in Breast Cancer Patients [J].
Musella, Valeria ;
Callari, Maurizio ;
Di Buduo, Eleonora ;
Scuro, Manuela ;
Dugo, Matteo ;
Miodini, Patrizia ;
Bianchini, Giampaolo ;
Paolini, Biagio ;
Gianni, Luca ;
Daidone, Maria Grazia ;
Cappelletti, Vera .
PLOS ONE, 2015, 10 (04)
[9]   Comparison of efficacy of 95-gene and 21-gene classifier (Oncotype DX) for prediction of recurrence in ER-positive and node-negative breast cancer patients [J].
Naoi, Yasuto ;
Kishi, Kazuki ;
Tsunashima, Ryo ;
Shimazu, Kenzo ;
Shimomura, Atsushi ;
Maruyama, Naomi ;
Shimoda, Masafumi ;
Kagara, Naofumi ;
Baba, Yosuke ;
Kim, Seung Jin ;
Noguchi, Shinzaburo .
BREAST CANCER RESEARCH AND TREATMENT, 2013, 140 (02) :299-306
[10]   Development of 95-gene classifier as a powerful predictor of recurrences in node-negative and ER-positive breast cancer patients [J].
Naoi, Yasuto ;
Kishi, Kazuki ;
Tanei, Tomonori ;
Tsunashima, Ryo ;
Tominaga, Naoomi ;
Baba, Yosuke ;
Kim, Seung Jin ;
Taguchi, Tetsuya ;
Tamaki, Yasuhiro ;
Noguchi, Shinzaburo .
BREAST CANCER RESEARCH AND TREATMENT, 2011, 128 (03) :633-641