Abstract
Purpose
This study aimed to assess the actual prognostic significance of different locoregional treatment (LRT) (surgery and radiotherapy) modalities for stage-IV breast cancer (BC) patients and construct a competing risk nomogram to make precise predictions of the breast cancer-specific death (BCSD) risk among LRT recipients.
Methods
A total of 9279 eligible stage-IV BC patients from the Surveillance Epidemiology and End Results (SEER) database were included in this study. Initially, we evaluated the impact of LRT on survival both before and after the propensity score matching (PSM). Then, we used the Cox hazard proportional model and competing risk model to identify the independent prognostic factors for LRT recipients. Based on the screened variables, a comprehensive nomogram was established.
Results
Kaplan–Meier curves demonstrated that LRT significantly prolonged overall survival (OS) and breast cancer-specific survival (BCSS) (P < 0.001). In addition, patients treated with surgery combined with postoperative radiotherapy (PORT) possessed the optimal survival (P < 0.001). Regardless of the surgical modalities, primary tumor resection combined with radiotherapy could ameliorate the prognosis (P < 0.05). Subgroup analysis showed that in patients with T2-T4 stage, PORT had a survival benefit compared with those undergoing surgery combined with preoperative radiotherapy (PRRT) and surgery only. Based on the screened independent prognostic factors, we established a comprehensive nomogram to forecast BCSD in 1 year, 2 years and 3 years, which showed robust predictive ability.
Conclusion
PORT was associated with a lower BCSD in stage-IV BC patients. The practical nomogram could provide a precise prediction of BCSD for LRT recipients, which was meaningful for patients’ individualized management.
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Data availability
The data presented in this study can be obtained in online repositories: https://seer.cancer.gov.
References
Arciero C, Liu Y, Gillespie T, Subhedar P (2019) Surgery and survival in patients with stage IV breast cancer. Breast J 25:644–653. https://doi.org/10.1111/tbj.13296
Asaad M, Yonkus JA, Hoskin TL, Hieken TJ, Jakub JW, Boughey JC, Degnim AC (2021) Primary tumor resection in patients with stage IV breast cancer: 10-year experience. Breast J 27:863–871. https://doi.org/10.1111/tbj.14294
Badwe R, Hawaldar R, Nair N, Kaushik R, Parmar V, Siddique S, Budrukkar A, Mittra I, Gupta S (2015) Locoregional treatment versus no treatment of the primary tumour in metastatic breast cancer: an open-label randomised controlled trial. Lancet Oncol 16:1380–1388. https://doi.org/10.1016/s1470-2045(15)00135-7
Choi SH, Kim JW, Choi J, Sohn J, Kim SI, Park S, Park HS, Jeong J, Suh CO, Keum KC, Kim YB, Lee IJ (2018) Locoregional treatment of the primary tumor in patients with de novo stage IV breast cancer: a radiation oncologist’s perspective. Clin Breast Cancer 18:e167–e178. https://doi.org/10.1016/j.clbc.2017.06.002
Cristofanilli M, Budd GT, Ellis MJ, Stopeck A, Matera J, Miller MC, Reuben JM, Doyle GV, Allard WJ, Terstappen LW, Hayes DF (2004) Circulating tumor cells, disease progression, and survival in metastatic breast cancer. N Engl J Med 351:781–791. https://doi.org/10.1056/NEJMoa040766
Danna EA, Sinha P, Gilbert M, Clements VK, Pulaski BA, Ostrand-Rosenberg S (2004) Surgical removal of primary tumor reverses tumor-induced immunosuppression despite the presence of metastatic disease. Cancer Res 64:2205–2211. https://doi.org/10.1158/0008-5472.can-03-2646
DeSantis CE, Fedewa SA, Goding Sauer A, Kramer JL, Smith RA, Jemal A (2016) Breast cancer statistics, 2015: convergence of incidence rates between black and white women. CA Cancer J Clin 66:31–42. https://doi.org/10.3322/caac.21320
Durante M, Formenti SC (2018) Radiation-induced chromosomal aberrations and immunotherapy: micronuclei, cytosolic DNA, and interferon-production pathway. Front Oncol 8:192. https://doi.org/10.3389/fonc.2018.00192
Fitzal F, Bjelic-Radisic V, Knauer M, Steger G, Hubalek M, Balic M, Singer C, Bartsch R, Schrenk P, Soelkner L, Greil R, Gnant M (2019) Impact of breast surgery in primary metastasized breast cancer: outcomes of the prospective randomized phase III ABCSG-28 POSYTIVE trial. Ann Surg 269:1163–1169. https://doi.org/10.1097/sla.0000000000002771
Gobbini E, Ezzalfani M, Dieras V, Bachelot T, Brain E, Debled M, Jacot W, Mouret-Reynier MA, Goncalves A, Dalenc F, Patsouris A, Ferrero JM, Levy C, Lorgis V, Vanlemmens L, Lefeuvre-Plesse C, Mathoulin-Pelissier S, Petit T, Uwer L, Jouannaud C, Leheurteur M, Lacroix-Triki M, Cleaud AL, Robain M, Courtinard C, Cailliot C, Perol D, Delaloge S (2018) Time trends of overall survival among metastatic breast cancer patients in the real-life ESME cohort. Eur J Cancer 96:17–24. https://doi.org/10.1016/j.ejca.2018.03.015
Gradishar WJ, Anderson BO, Abraham J, Aft R, Agnese D, Allison KH, Blair SL, Burstein HJ, Dang C, Elias AD, Giordano SH, Goetz MP, Goldstein LJ, Isakoff SJ, Krishnamurthy J, Lyons J, Marcom PK, Matro J, Mayer IA, Moran MS, Mortimer J, O’Regan RM, Patel SA, Pierce LJ, Rugo HS, Sitapati A, Smith KL, Smith ML, Soliman H, Stringer-Reasor EM, Telli ML, Ward JH, Young JS, Burns JL, Kumar R (2020) Breast cancer, version 3.2020, NCCN clinical practice guidelines in oncology. J Natl Compr Canc Netw 18:452–478. https://doi.org/10.6004/jnccn.2020.0016
Kim BH, Kim S, Kim YI, Chang JH, Hwang KT, Kim S, Cho MJ, Kwon J (2020) Development of an individualized prediction calculator for the benefit of postoperative radiotherapy in patients with surgically resected de novo stage IV breast cancer. Cancers 12:2103. https://doi.org/10.3390/cancers12082103
Kim YJ, Kim SS, Ahn SD, Jung J, Ahn SH, Son BH, Lee JW, Kim HJ, Ko BS, Kim SB, Jung KH, Ahn JH, Kim JE, Choi EK (2021) The role of postoperative radiotherapy after primary tumor resection in patients with de novo stage IV breast cancer. Asia Pac J Clin Oncol 17:495–505. https://doi.org/10.1111/ajco.13506
Klug F, Prakash H, Huber PE, Seibel T, Bender N, Halama N, Pfirschke C, Voss RH, Timke C, Umansky L, Klapproth K, Schäkel K, Garbi N, Jäger D, Weitz J, Schmitz-Winnenthal H, Hämmerling GJ, Beckhove P (2013) Low-dose irradiation programs macrophage differentiation to an iNOS+/M1 phenotype that orchestrates effective T cell immunotherapy. Cancer Cell 24:589–602. https://doi.org/10.1016/j.ccr.2013.09.014
Lane WO, Thomas SM, Blitzblau RC, Plichta JK, Rosenberger LH, Fayanju OM, Hyslop T, Hwang ES, Greenup RA (2019) Surgical resection of the primary tumor in women with de novo stage IV breast cancer: contemporary practice patterns and survival analysis. Ann Surg 269:537–544. https://doi.org/10.1097/sla.0000000000002621
Lee JS, Toktas O, Soran A (2020) Role of locoregional treatment in de novo stage IV breast cancer. Clin Med Insights Oncol 14:1179554920942440. https://doi.org/10.1177/1179554920942440
Li S, Zhao J, Zhu L, Su F, Chen K (2017) Development and validation of a nomogram predicting the overall survival of stage IV breast cancer patients. Cancer Med 6:2586–2594. https://doi.org/10.1002/cam4.1224
Li N, Deng Y, Zhou L, Tian T, Yang S, Wu Y, Zheng Y, Zhai Z, Hao Q, Song D, Zhang D, Kang H, Dai Z (2019) Global burden of breast cancer and attributable risk factors in 195 countries and territories, from 1990 to 2017: results from the Global Burden of Disease Study 2017. J Hematol Oncol 12:140. https://doi.org/10.1186/s13045-019-0828-0
Lin Y, Huang K, Zeng Q, Zhang J, Song C (2020) Impact of breast surgery on survival of patients with stage IV breast cancer: a SEER population-based propensity score matching analysis. PeerJ 8:e8694. https://doi.org/10.7717/peerj.8694
Liu Q, Kong X, Wang Z, Wang X, Zhang W, Ai B, Gao R, Fang Y, Wang J (2021) NCCBM, a nomogram prognostic model in breast cancer patients with brain metastasis. Front Oncol 11:642677. https://doi.org/10.3389/fonc.2021.642677
Liu X, Wang C, Feng Y, Shen C, He T, Wang Z, Ma L, Du Z (2022) The prognostic role of surgery and a nomogram to predict the survival of stage IV breast cancer patients. Gland Surg 11:1224–1239 https://doi.org/10.21037/gs-22-330
Llorca J, Delgado-Rodríguez M (1999) Competing death risks. Gac Sanit 13:399–406. https://doi.org/10.1016/s0213-9111(99)71391-9
Loeven M, Brown E (2021) Levonorgestrel-releasing intrauterine system for reducing heavy menstrual bleeding. Am Fam Physician 104:138–139
Pons-Tostivint E, Kirova Y, Lusque A, Campone M, Geffrelot J, Mazouni C, Mailliez A, Pasquier D, Madranges N, Firmin N, Crouzet A, Gonçalves A, Jankowski C, De La Motte RT, Pouget N, de La Lande B, Mouttet-Boizat D, Ferrero JM, Uwer L, Eymard JC, Mouret-Reynier MA, Petit T, Robain M, Filleron T, Cailliot C, Dalenc F (2019) Survival impact of locoregional treatment of the primary tumor in de novo metastatic breast cancers in a large multicentric cohort study: a propensity score-matched analysis. Ann Surg Oncol 26:356–365. https://doi.org/10.1245/s10434-018-6831-9
Soran A, Ozmen V, Ozbas S, Karanlik H, Muslumanoglu M, Igci A, Canturk Z, Utkan Z, Ozaslan C, Evrensel T, Uras C, Aksaz E, Soyder A, Ugurlu U, Col C, Cabioglu N, Bozkurt B, Uzunkoy A, Koksal N, Gulluoglu BM, Unal B, Atalay C, Yıldırım E, Erdem E, Salimoglu S, Sezer A, Koyuncu A, Gurleyik G, Alagol H, Ulufi N, Berberoglu U, Dulger M, Cengiz O, Sezgin E, Johnson R (2018) Randomized trial comparing resection of primary tumor with no surgery in stage IV breast cancer at presentation: protocol MF07-01. Ann Surg Oncol 25:3141–3149. https://doi.org/10.1245/s10434-018-6494-6
Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, Bray F (2021) Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 71:209–249. https://doi.org/10.3322/caac.21660
Teshome M (2018) Role of operative management in stage IV breast cancer. Surg Clin North Am 98:859–868. https://doi.org/10.1016/j.suc.2018.03.012
Thomas A, Khan SA, Chrischilles EA, Schroeder MC (2016) Initial surgery and survival in stage IV breast cancer in the United States, 1988–2011. JAMA Surg 151:424–431. https://doi.org/10.1001/jamasurg.2015.4539
Ulaş Kahya B, Sütcüoğlu O, Yazıcı O, Özdemir N (2022) Early local therapy for the primary site in de novo stage IV breast cancer: results of a randomized clinical trial (EA2108). J Clin Oncol 40:3898. https://doi.org/10.1200/jco.22.00404
Vanpouille-Box C, Alard A, Aryankalayil MJ, Sarfraz Y, Diamond JM, Schneider RJ, Inghirami G, Coleman CN, Formenti SC, Demaria S (2017) DNA exonuclease Trex1 regulates radiotherapy-induced tumour immunogenicity. Nat Commun 8:15618. https://doi.org/10.1038/ncomms15618
Xiao W, Zou Y, Zheng S, Hu X, Liu P, Xie X, Yu P, Tang H, Xie X (2018) Primary tumor resection in stage IV breast cancer: a systematic review and meta-analysis. Eur J Surg Oncol 44:1504–1512. https://doi.org/10.1016/j.ejso.2018.08.002
Yamazaki T, Kirchmair A, Sato A, Buqué A, Rybstein M, Petroni G, Bloy N, Finotello F, Stafford L, Navarro Manzano E, Ayala de la Peña F, García-Martínez E, Formenti SC, Trajanoski Z, Galluzzi L (2020) Mitochondrial DNA drives abscopal responses to radiation that are inhibited by autophagy. Nat Immunol 21:1160–1171. https://doi.org/10.1038/s41590-020-0751-0
Zhang Z, Liu X, Chen D, Yu J (2022) Radiotherapy combined with immunotherapy: the dawn of cancer treatment. Signal Transduct Target Ther 7:258. https://doi.org/10.1038/s41392-022-01102-y
Zhang J, Luo S, Qiu Z, Lin Y, Song C (2021) Impact of postoperative radiotherapy on survival of patients with de novo stage IV breast cancer: a population-based study from the SEER database. Front Oncol 11:625628. https://doi.org/10.3389/fonc.2021.625628
Acknowledgements
We acknowledge the data support of the SEER database, as well as the R packages’ developers and providers.
Funding
This study was supported by the Key Research and Development Plan of Shaanxi Provincial Department of Science and Technology (No.2022SF-001) and the International Science and Technology Cooperation Program Project of Shaanxi Province, China (2022KW-01).
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HF K, XB M and ZT X designed the study and supervised the completion, HX C and XT R contributed to data collection and analysis, HX C, XY Z, LY D and DD L wrote the manuscript, YH B and LQ H reviewed the background and edited the manuscript. All the authors approved the final version of the manuscript.
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Cui, H., Ren, X., Zhao, X. et al. Prognostic value and mode selection of locoregional treatment in Stage-IV breast cancer patients. J Cancer Res Clin Oncol 149, 13591–13605 (2023). https://doi.org/10.1007/s00432-023-05159-2
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DOI: https://doi.org/10.1007/s00432-023-05159-2