Skip to main content

Advertisement

Log in

Prognostic value of the 21-gene recurrence score for regional recurrence in patients with estrogen receptor-positive breast cancer

  • Clinical trial
  • Published:
Breast Cancer Research and Treatment Aims and scope Submit manuscript

Abstract

Purpose

To evaluate the prognostic value of the 21-gene recurrence score (RS) for regional recurrence (RR) in patients with estrogen receptor-positive breast cancer.

Methods

We reviewed the medical records of 446 patients who underwent 21-gene RS assay after breast-conserving surgery or mastectomy. The high-RS group was defined as patients who were (1) older than 50 years with an RS of 26 or higher, or (2) 50 years or younger with an RS of 16 or higher.

Results

The 5-year rates of local recurrence (LR), RR, and distant metastasis (DM) were 2.2%, 2.7%, and 4.7%, respectively. The 5-year overall survival (OS) rate was 99.1%. Of the patients, 269 (60.3%) had low-RS, while 177 (39.7%) had high-RS. The 5-year OS rate of the high-RS group was significantly lower than that of the low-RS. The 5-year rates of RR and DM in the high-RS group were significantly higher than those in the low-RS group, while the LR rates did not differ significantly. In multivariable analysis, the high-RS group had a significant relationship with increased RR rate (p = 0.037). Patients who had both high-RS and clinical high-risk features had a significantly higher 5-year RR rate (7.9%) compared with other groups.

Conclusions

High-RS was an independent risk factor for RR. The significantly higher RR rate of patients with both high-RS and clinical high-risk features compared with other groups suggests that this patient group can be a potential candidate for regional nodal irradiation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Data availability

The datasets generated and/or analyzed during the current study are not publicly available due to legal issues.

References

  1. Paik S, Tang G, Shak S, Kim C, Baker J, Kim W, Cronin M, Baehner FL, Watson D, Bryant J, Costantino JP, Geyer CE Jr, Wickerham DL, Wolmark N (2006) Gene expression and benefit of chemotherapy in women with node-negative, estrogen receptor-positive breast cancer. J Clin Oncol 24:3726–3734. https://doi.org/10.1200/JCO.2005.04.7985

    Article  CAS  PubMed  Google Scholar 

  2. Albain KS, Barlow WE, Shak S, Hortobagyi GN, Livingston RB, Yeh IT, Ravdin P, Bugarini R, Baehner FL, Davidson NE, Sledge GW, Winer EP, Hudis C, Ingle JN, Perez EA, Pritchard KI, Shepherd L, Gralow JR, Yoshizawa C, Allred DC, Osborne CK, Hayes DF, Breast Cancer Intergroup of North America (2010) Prognostic and predictive value of the 21-gene recurrence score assay in postmenopausal women with node-positive, oestrogen-receptor-positive breast cancer on chemotherapy: a retrospective analysis of a randomised trial. Lancet Oncol 11:55–65. https://doi.org/10.1016/S1470-2045(09)70314-6

    Article  CAS  PubMed  Google Scholar 

  3. Dowsett M, Cuzick J, Wale C, Forbes J, Mallon EA, Salter J, Quinn E, Dunbier A, Baum M, Buzdar A, Howell A, Bugarini R, Baehner FL, Shak S (2010) Prediction of risk of distant recurrence using the 21-gene recurrence score in node-negative and node-positive postmenopausal patients with breast cancer treated with anastrozole or tamoxifen: a TransATAC study. J Clin Oncol 28:1829–1834. https://doi.org/10.1200/JCO.2009.24.4798

    Article  PubMed  Google Scholar 

  4. Mamounas EP, Tang G, Fisher B, Paik S, Shak S, Costantino JP, Watson D, Geyer CE Jr, Wickerham DL, Wolmark N (2010) Association between the 21-gene recurrence score assay and risk of locoregional recurrence in node-negative, estrogen receptor-positive breast cancer: results from NSABP B-14 and NSABP B-20. J Clin Oncol 28:1677–1683. https://doi.org/10.1200/jco.2009.23.7610

    Article  PubMed  PubMed Central  Google Scholar 

  5. Solin LJ, Gray R, Goldstein LJ, Recht A, Baehner FL, Shak S, Badve S, Perez EA, Shulman LN, Martino S, Davidson NE, Sledge GW Jr, Sparano JA (2012) Prognostic value of biologic subtype and the 21-gene recurrence score relative to local recurrence after breast conservation treatment with radiation for early stage breast carcinoma: results from the Eastern Cooperative Oncology Group E2197 study. Breast Cancer Res Treat 134:683–692. https://doi.org/10.1007/s10549-012-2072-y

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Jegadeesh NK, Kim S, Prabhu RS, Oprea GM, Yu DS, Godette KG, Zelnak AB, Mister D, Switchenko JM, Torres MA (2015) The 21-gene recurrence score and locoregional recurrence in breast cancer patients. Ann Surg Oncol 22:1088–1094. https://doi.org/10.1245/s10434-014-4252-y

    Article  PubMed  Google Scholar 

  7. Woodward WA, Barlow WE, Jagsi R, Buchholz TA, Shak S, Baehner F, Whelan TJ, Davidson NE, Ingle JN, King TA, Ravdin PM, Osborne CK, Tripathy D, Livingston RB, Gralow JR, Hortobagyi GN, Hayes DF, Albain KS (2020) Association between 21-gene assay recurrence score and locoregional recurrence rates in patients with node-positive breast cancer. JAMA Oncol 6:505–511. https://doi.org/10.1001/jamaoncol.2019.5559

    Article  PubMed  PubMed Central  Google Scholar 

  8. Poortmans PM, Collette S, Kirkove C, Van Limbergen E, Budach V, Struikmans H, Collette L, Fourquet A, Maingon P, Valli M, De Winter K, Marnitz S, Barillot I, Scandolaro L, Vonk E, Rodenhuis C, Marsiglia H, Weidner N, van Tienhoven G, Glanzmann C, Kuten A, Arriagada R, Bartelink H, Van den Bogaert W, Breast Cancer Groups (2015) Internal mammary and medial supraclavicular irradiation in breast cancer. N Engl J Med 373:317–327. https://doi.org/10.1056/NEJMoa1415369

    Article  CAS  PubMed  Google Scholar 

  9. Whelan TJ, Olivotto IA, Parulekar WR, Ackerman I, Chua BH, Nabid A, Vallis KA, White JR, Rousseau P, Fortin A, Pierce LJ, Manchul L, Chafe S, Nolan MC, Craighead P, Bowen J, McCready DR, Pritchard KI, Gelmon K, Murray Y, Chapman JA, Chen BE, Levine MN, Investigators MAS (2015) Regional nodal irradiation in early-stage breast cancer. N Engl J Med 373:307–316. https://doi.org/10.1056/NEJMoa1415340

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. National Comprehensive Cancer Network (2020) NCCN clinical practice guidelines in oncology: breast cancer. version 3.2020. https://www.nccn.org/professionals/physician_gls/pdf/breast.pdf. Accessed 12 Jan 2021

  11. Park HJ, Oh DH, Shin KH, Kim JH, Choi DH, Park W, Suh CO, Kim YB, Ahn SD, Kim SS, Division for Breast Cancer, Korean Radiation Oncology Group (2018) Patterns of practice in radiotherapy for breast cancer in Korea. J Breast Cancer 21:244–250. https://doi.org/10.4048/jbc.2018.21.e37

    Article  PubMed  PubMed Central  Google Scholar 

  12. Sparano JA, Gray RJ, Makower DF, Pritchard KI, Albain KS, Hayes DF, Geyer CE Jr, Dees EC, Goetz MP, Olson JA Jr, Lively T, Badve SS, Saphner TJ, Wagner LI, Whelan TJ, Ellis MJ, Paik S, Wood WC, Ravdin PM, Keane MM, Gomez Moreno HL, Reddy PS, Goggins TF, Mayer IA, Brufsky AM, Toppmeyer DL, Kaklamani VG, Berenberg JL, Abrams J, Sledge GW Jr (2018) Adjuvant chemotherapy guided by a 21-gene expression assay in breast cancer. N Engl J Med 379:111–121. https://doi.org/10.1056/NEJMoa1804710

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Mamounas EP, Liu Q, Paik S, Baehner FL, Tang G, Jeong JH, Kim SR, Butler SM, Jamshidian F, Cherbavaz DB, Sing AP, Shak S, Julian TB, Lembersky BC, Wickerham DL, Costantino JP, Wolmark N (2017) 21-Gene recurrence score and locoregional recurrence in node-positive/ER-positive breast cancer treated with chemo-endocrine therapy. J Natl Cancer Inst. https://doi.org/10.1093/jnci/djw259

    Article  PubMed  PubMed Central  Google Scholar 

  14. Sethi RA, No HS, Jozsef G, Ko JP, Formenti SC (2012) Comparison of three-dimensional versus intensity-modulated radiotherapy techniques to treat breast and axillary level III and supraclavicular nodes in a prone versus supine position. Radiother Oncol 102:74–81. https://doi.org/10.1016/j.radonc.2011.09.008

    Article  PubMed  Google Scholar 

  15. Jagsi R, Griffith KA, Moran JM, Ficaro E, Marsh R, Dess RT, Chung E, Liss AL, Hayman JA, Mayo CS, Flaherty K, Corbett J, Pierce L (2018) A randomized comparison of radiation therapy techniques in the management of node-positive breast cancer: primary outcomes analysis. Int J Radiat Oncol Biol Phys 101:1149–1158. https://doi.org/10.1016/j.ijrobp.2018.04.075

    Article  PubMed  PubMed Central  Google Scholar 

  16. Krug D, Baumann R, Budach W, Duma MN, Dunst J, Feyer P, Fietkau R, Haase W, Harms W, Hehr T, Piroth MD, Sedlmayer F, Souchon R, Wenz F, Sauer R (2020) Commercially available gene expression assays as predictive tools for adjuvant radiotherapy? A critical review. Breast Care (Basel) 15:118–126. https://doi.org/10.1159/000505656

    Article  Google Scholar 

  17. Schlembach PJ, Buchholz TA, Ross MI, Kirsner SM, Salas GJ, Strom EA, McNeese MD, Perkins GH, Hunt KK (2001) Relationship of sentinel and axillary level I–II lymph nodes to tangential fields used in breast irradiation. Int J Radiat Oncol Biol Phys 51:671–678. https://doi.org/10.1016/s0360-3016(01)01684-4

    Article  CAS  PubMed  Google Scholar 

  18. Park W (2019) Randomized study of elective regional lymph node irradiation in N1 breast cancer. NLM identifier: NCT03269981. https://clinicaltrials.gov/ct2/show/NCT03269981. Accessed 12 Jan 2021

  19. Mamounas EP, Bandos H, White JR, Julian TB, Khan AJ, Shaitelman SF, Torres MA, Vicini F, Ganz PA, McCloskey SA, Paik S, Gupta N, Li XA, DiCostanzo DJ, Curran WJ, Wolmark N (2019) NRG Oncology/NSABP B-51/RTOG 1304: Phase III trial to determine if chest wall and regional nodal radiotherapy (CWRNRT) post mastectomy (Mx) or the addition of RNRT to whole breast RT post breast-conserving surgery (BCS) reduces invasive breast cancer recurrence-free interval (IBCR-FI) in patients (pts) with pathologically positive axillary (PPAx) nodes who are ypN0 after neoadjuvant chemotherapy (NC). J Clin Oncol 37:600. https://doi.org/10.1200/JCO.2019.37.15_suppl.TPS600

    Article  Google Scholar 

  20. Duane FK, McGale P, Teoh S, Mortimer C, Broggio J, Darby SC, Dodwell D, Lavery B, Oliveros S, Vallis KA, Taylor CW (2019) International variation in criteria for internal mammary chain radiotherapy. Clin Oncol (R Coll Radiol) 31:453–461. https://doi.org/10.1016/j.clon.2019.04.007

    Article  CAS  Google Scholar 

  21. Henke G, Knauer M, Ribi K, Hayoz S, Gérard MA, Ruhstaller T, Zwahlen DR, Muenst S, Ackerknecht M, Hawle H, Fitzal F, Gnant M, Mátrai Z, Ballardini B, Gyr A, Kurzeder C, Weber WP (2018) Tailored axillary surgery with or without axillary lymph node dissection followed by radiotherapy in patients with clinically node-positive breast cancer (TAXIS): study protocol for a multicenter, randomized phase-III trial. Trials 19:667. https://doi.org/10.1186/s13063-018-3021-9

    Article  PubMed  PubMed Central  Google Scholar 

  22. Qi WX (2020) Evaluating omitting of internal mammary irradiation among early stage intermediate risk (N1) breast cancer. NLM identifier: NCT04517266. https://clinicaltrials.gov/ct2/show/NCT04517266. Accessed 12 Jan 2021

  23. Klein ME, Dabbs DJ, Shuai Y, Brufsky AM, Jankowitz R, Puhalla SL, Bhargava R (2013) Prediction of the oncotype DX recurrence score: use of pathology-generated equations derived by linear regression analysis. Mod Pathol 26:658–664. https://doi.org/10.1038/modpathol.2013.36

    Article  PubMed  PubMed Central  Google Scholar 

  24. Lee SB, Kim J, Sohn G, Kim J, Chung IY, Kim HJ, Ko BS, Son BH, Ahn SH, Lee JW, Jung KH (2019) A nomogram for predicting the oncotype DX recurrence score in women with T1–3N0-1miM0 hormone receptorpositive, human epidermal growth factor 2 (her2)negative breast cancer. Cancer Res Treat 51:1073–1085. https://doi.org/10.4143/crt.2018.357

    Article  CAS  PubMed  Google Scholar 

  25. Orucevic A, Bell JL, King M, McNabb AP, Heidel RE (2019) Nomogram update based on TAILORx clinical trial results—oncotype DX breast cancer recurrence score can be predicted using clinicopathologic data. Breast 46:116–125. https://doi.org/10.1016/j.breast.2019.05.006

    Article  PubMed  Google Scholar 

  26. Wong WB, Ramsey SD, Barlow WE, Garrison LP Jr, Veenstra DL (2012) The value of comparative effectiveness research: projected return on investment of the RxPONDER trial (SWOG S1007). Contemp Clin Trials 33:1117–1123. https://doi.org/10.1016/j.cct.2012.08.006

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

We thank Dr. Joon Seo Lim from the Scientific Publications Team at Asan Medical Center for his editorial assistance in preparing this manuscript.

Author information

Authors and Affiliations

Authors

Contributions

Study concept and design: JJ, JHJ, MK; provision of study materials and patients: JJ, JHJ, SSK, SDA, EKC, IYC, JWL, SK; collection and assembly of data: JJ, JHJ, MK, IYC, JWL; Data analysis and interpretation: JJ, JHJ, MK; manuscript writing: JJ, JHJ, MK, SSK, IYC, JWL, SK. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Jinhong Jung or Jae Ho Jeong.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical approval

Ethics approval for this study was obtained through the Institutional Review Board of Asan Medical Center. Considering the retrospective nature of the study, informed written consent was waived according to the rule of the review board.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Koh, M., Jung, J., Kim, S.S. et al. Prognostic value of the 21-gene recurrence score for regional recurrence in patients with estrogen receptor-positive breast cancer. Breast Cancer Res Treat 188, 583–592 (2021). https://doi.org/10.1007/s10549-021-06228-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10549-021-06228-1

Keywords

Navigation