Log in

Evaluation of endocrine resistance using ESR1 genoty** of circulating tumor cells and plasma DNA

  • Preclinical study
  • Published:
Breast Cancer Research and Treatment Aims and scope Submit manuscript

Abstract

Purpose

Therapeutic efficacy of hormonal therapies to target estrogen receptor (ER)-positive breast cancer is limited by the acquisition of ligand-independent ESR1 mutations, which confer treatment resistance to aromatase inhibitors (AIs). Monitoring for the emergence of such mutations may enable individualized therapy. We thus assessed CTC- and ctDNA-based detection of ESR1 mutations with the aim of evaluating non-invasive approaches for the determination of endocrine resistance.

Patients and methods

In a prospective cohort of 55 women with hormone receptor-positive metastatic breast cancer, we isolated circulating tumor cells (CTCs) and developed a high-sensitivity method for the detection of ESR1 mutations in these CTCs. In patients with sufficient plasma for the simultaneous extraction of circulating tumor DNA (ctDNA), we performed a parallel analysis of ESR1 mutations using multiplex droplet digital PCR (ddPCR) and examined the agreement between these two platforms. Finally, we isolated single CTCs from a subset of these patients and reviewed RNA expression to explore alternate methods of evaluating endocrine responsiveness.

Results

High-sensitivity ESR1 sequencing from CTCs revealed mono- and oligoclonal mutations in 22% of patients. These were concordant with plasma DNA sequencing in 95% of cases. Emergence of ESR1 mutations was correlated both with time to metastatic relapse and duration of AI therapy following such recurrence. The Presence of an ESR1 mutation, compared to ESR1 wild type, was associated with markedly shorter Progression-Free Survival on AI-based therapies (p = 0.0006), but unaltered to other non-AI-based therapies (p = 0.73). Compared with ESR1 mutant cases, AI-resistant CTCs with wild-type ESR1 showed an elevated ER-coactivator RNA signature, consistent with their predicted response to second-line hormonal therapies.

Conclusion

Blood-based serial monitoring may guide the selection of precision therapeutics for women with AI-resistant ER-positive breast cancer.

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

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Germany)

Instant access to the full article PDF.

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

Similar content being viewed by others

Data availability

Additional data available on request from the authors.

References

  1. Li S, Shen D, Shao J, Crowder R, Liu W, Prat A, He X, Liu S, Hoog J, Lu C et al (2013) Endocrine-therapy-resistant ESR1 variants revealed by genomic characterization of breast-cancer-derived xenografts. Cell Rep 4(6):1116–1130

    Article  CAS  Google Scholar 

  2. Robinson DR, Wu YM, Vats P, Su F, Lonigro RJ, Cao X, Kalyana-Sundaram S, Wang R, Ning Y, Hodges L et al (2013) Activating ESR1 mutations in hormone-resistant metastatic breast cancer. Nat Genet 45(12):1446–1451

    Article  CAS  Google Scholar 

  3. Toy W, Shen Y, Won H, Green B, Sakr RA, Will M, Li Z, Gala K, Fanning S, King TA et al (2013) ESR1 ligand-binding domain mutations in hormone-resistant breast cancer. Nat Genet 45(12):1439–1445

    Article  CAS  Google Scholar 

  4. Jeselsohn R, Yelensky R, Buchwalter G, Frampton G, Meric-Bernstam F, Gonzalez-Angulo AM, Ferrer-Lozano J, Perez-Fidalgo JA, Cristofanilli M, Gomez H et al (2014) Emergence of constitutively active estrogen receptor-alpha mutations in pretreated advanced estrogen receptor-positive breast cancer. Clin Cancer Res 20(7):1757–1767

    Article  CAS  Google Scholar 

  5. Yu M, Bardia A, Aceto N, Bersani F, Madden MW, Donaldson MC, Desai R, Zhu H, Comaills V, Zheng Z et al (2014) Cancer therapy. Ex vivo culture of circulating breast tumor cells for individualized testing of drug susceptibility. Science 345(6193):216–220

    Article  CAS  Google Scholar 

  6. Merenbakh-Lamin K, Ben-Baruch N, Yeheskel A, Dvir A, Soussan-Gutman L, Jeselsohn R, Yelensky R, Brown M, Miller VA, Sarid D et al (2013) D538G mutation in estrogen receptor-alpha: a novel mechanism for acquired endocrine resistance in breast cancer. Can Res 73(23):6856–6864

    Article  CAS  Google Scholar 

  7. Jeselsohn R, Buchwalter G, De Angelis C, Brown M, Schiff R (2015) ESR1 mutations-a mechanism for acquired endocrine resistance in breast cancer. Nat Rev Clin Oncol 12(10):573–583

    Article  CAS  Google Scholar 

  8. Ozkumur E, Shah AM, Ciciliano JC, Emmink BL, Miyamoto DT, Brachtel E, Yu M, Chen PI, Morgan B, Trautwein J et al (2013) Inertial focusing for tumor antigen-dependent and -independent sorting of rare circulating tumor cells. Sci Transl Med 5(179):179ra147

    Article  Google Scholar 

  9. Schiavon G, Hrebien S, Garcia-Murillas I, Cutts RJ, Pearson A, Tarazona N, Fenwick K, Kozarewa I, Lopez-Knowles E, Ribas R et al (2015) Analysis of ESR1 mutation in circulating tumor DNA demonstrates evolution during therapy for metastatic breast cancer. Sci Transl Med 7(313):313ra182

    Article  Google Scholar 

  10. Ebright RY, Lee S, Wittner BS, Niederhoffer KL, Nicholson BT, Bardia A, Truesdell S, Wiley DF, Wesley B, Li S et al (2020) Deregulation of ribosomal protein expression and translation promotes breast cancer metastasis. Science 367(6485):1468–1473

    Article  CAS  Google Scholar 

  11. Chandarlapaty S, Chen D, He W, Sung P, Samoila A, You D, Bhatt T, Patel P, Voi M, Gnant M et al (2016) Prevalence of ESR1 mutations in cell-free DNA and outcomes in metastatic breast cancer: a secondary analysis of the BOLERO-2 clinical trial. JAMA Oncol 2(10):1310–1315

    Article  Google Scholar 

  12. Ting DT, Wittner BS, Ligorio M, Vincent Jordan N, Shah AM, Miyamoto DT, Aceto N, Bersani F, Brannigan BW, Xega K et al (2014) Single-cell RNA sequencing identifies extracellular matrix gene expression by pancreatic circulating tumor cells. Cell Rep 8(6):1905–1918

    Article  CAS  Google Scholar 

  13. Chen D, Ma H, Hong H, Koh SS, Huang SM, Schurter BT, Aswad DW, Stallcup MR (1999) Regulation of transcription by a protein methyltransferase. Science (New York, NY) 284(5423):2174–2177

    Article  CAS  Google Scholar 

  14. Chen D, Huang SM, Stallcup MR (2000) Synergistic, p160 coactivator-dependent enhancement of estrogen receptor function by CARM1 and p300. J Biol Chem 275(52):40810–40816

    Article  CAS  Google Scholar 

  15. Frietze S, Lupien M, Silver PA, Brown M (2008) CARM1 regulates estrogen-stimulated breast cancer growth through up-regulation of E2F1. Can Res 68(1):301–306

    Article  CAS  Google Scholar 

  16. Kwan TT, Bardia A, Spring LM, Giobbie-Hurder A, Kalinich M, Dubash T, Sundaresan T, Hong X, LiCausi JA, Ho U et al (2018) A digital RNA signature of circulating tumor cells predicting early therapeutic response in localized and metastatic breast cancer. Cancer Discov 8(10):1286–1299

    Article  CAS  Google Scholar 

  17. Guttery DS, Page K, Hills A, Woodley L, Marchese SD, Rghebi B, Hastings RK, Luo J, Pringle JH, Stebbing J et al (2015) Noninvasive detection of activating estrogen receptor 1 (ESR1) mutations in estrogen receptor-positive metastatic breast cancer. Clin Chem 61(7):974–982

    Article  CAS  Google Scholar 

  18. Sefrioui D, Perdrix A, Sarafan-Vasseur N, Dolfus C, Dujon A, Picquenot JM, Delacour J, Cornic M, Bohers E, Leheurteur M et al (2015) Short report: monitoring ESR1 mutations by circulating tumor DNA in aromatase inhibitor resistant metastatic breast cancer. Intl J Cancer 137(10):2513–2519

    Article  CAS  Google Scholar 

  19. Chu D, Paoletti C, Gersch C, VanDenBerg DA, Zabransky DJ, Cochran RL, Wong HY, Toro PV, Cidado J, Croessmann S et al (2016) ESR1 mutations in circulating plasma tumor DNA from metastatic breast cancer patients. Clin Cancer Res 22(4):993–999

    Article  CAS  Google Scholar 

  20. Takeshita T, Yamamoto Y, Yamamoto-Ibusuki M, Inao T, Sueta A, Fujiwara S, Omoto Y, Iwase H (2016) Clinical significance of monitoring ESR1 mutations in circulating cell-free DNA in estrogen receptor positive breast cancer patients. Oncotarget 7(22):32504–32518

    Article  Google Scholar 

  21. Gyanchandani R, Kota KJ, Jonnalagadda AR, Minteer T, Knapick BA, Oesterreich S, Brufsky AM, Lee AV, Puhalla SL (2016) Detection of ESR1 mutations in circulating cell-free DNA from patients with metastatic breast cancer treated with palbociclib and letrozole. Oncotarget 8(40):66901–66911

    Article  Google Scholar 

  22. Fribbens C, O’Leary B, Kilburn L, Hrebien S, Garcia-Murillas I, Beaney M, Cristofanilli M, Andre F, Loi S, Loibl S et al (2016) Plasma ESR1 mutations and the treatment of estrogen receptor-positive advanced breast cancer. J Clin Oncol 34(25):2961–2968

    Article  CAS  Google Scholar 

  23. Paolillo C, Mu Z, Rossi G, Schiewer MJ, Nguyen T, Austin L, Capoluongo E, Knudsen K, Cristofanilli M, Fortina P (2017) Detection of activating estrogen receptor gene (ESR1) mutations in single circulating tumor cells. Clin Cancer Res 23(20):6086–6093

    Article  CAS  Google Scholar 

  24. Beije N, Sieuwerts AM, Kraan J, Van NM, Onstenk W, Vitale SR, van der Vlugt-Daane M, Dirix LY, Brouwer A, Hamberg P et al (2018) Estrogen receptor mutations and splice variants determined in liquid biopsies from metastatic breast cancer patients. Mol Oncol 12(1):48–57

    Article  CAS  Google Scholar 

  25. Ye Z, Wang C, Wan S, Mu Z, Zhang Z, Abu-Khalaf MM, Fellin FM, Silver DP, Neupane M, Jaslow RJ et al (2019) Association of clinical outcomes in metastatic breast cancer patients with circulating tumour cell and circulating cell-free DNA. Eur J Cancer 106:133–143

    Article  CAS  Google Scholar 

  26. Sundaresan TK, Sequist LV, Heymach JV, Riely GJ, Janne PA, Koch WH, Sullivan JP, Fox DB, Maher R, Muzikansky A et al (2016) Detection of T790M, the acquired resistance EGFR mutation, by tumor biopsy versus noninvasive blood-based analyses. Clin Cancer Res 22(5):1103–1110

    Article  CAS  Google Scholar 

  27. Rugo HS, Rumble RB, Macrae E, Barton DL, Connolly HK, Dickler MN, Fallowfield L, Fowble B, Ingle JN, Jahanzeb M et al (2016) Endocrine therapy for hormone receptor-positive metastatic breast cancer: American Society of Clinical Oncology guideline. J Clin Oncol 34(25):3069–3103

    Article  CAS  Google Scholar 

  28. Magnani L, Frige G, Gadaleta RM, Corleone G, Fabris S, Kempe MH, Verschure PJ, Barozzi I, Vircillo V, Hong SP et al (2017) Acquired CYP19A1 amplification is an early specific mechanism of aromatase inhibitor resistance in ERalpha metastatic breast cancer. Nat Genet 49(3):444–450

    Article  CAS  Google Scholar 

  29. Osborne CK, Bardou V, Hopp TA, Chamness GC, Hilsenbeck SG, Fuqua SA, Wong J, Allred DC, Clark GM, Schiff R (2003) Role of the estrogen receptor coactivator AIB1 (SRC-3) and HER-2/neu in tamoxifen resistance in breast cancer. J Natl Cancer Inst 95(5):353–361

    Article  CAS  Google Scholar 

  30. Song X, Chen J, Zhao M, Zhang C, Yu Y, Lonard DM, Chow DC, Palzkill T, Xu J, O’Malley BW et al (2016) Development of potent small-molecule inhibitors to drug the undruggable steroid receptor coactivator-3. Proc Natl Acad Sci USA 113(18):4970–4975

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The authors are grateful to all the patients who participated in this study. We thank L. Libby for administrative support.

Funding

This work was supported by Grants from National Institute of Health (2RO1CA129933 to D.A.H, 2U01EB012493 to M.T, D.A.H, S.M, 5U01EB012493 to M.T, 5P41EB002503 to M.T), Susan G Komen Foundation (CCR15224703 to A.B), Howard Hughes Medical Institute (to D.A.H), ESSCO Breast Cancer Research Fund (to S.M), National Foundation for Cancer Research (to D.A.H), and the MGH-Johnson & Johnson Center for Excellence in CTCs (to M. Toner, S. Maheswaran). T. Sundaresan was supported by a Federal Share Research Career Development Award (K12CA087723) and a Santander Cancer Research Fellowship. N. Aceto was supported by the Human Frontiers Science Program, the Swiss National Science Foundation, and the Swiss Foundation for Grants in Biology and Medicine.

Author information

Authors and Affiliations

Authors

Contributions

TKS, SM, and DAH conceived the project and provided leadership for the project. TKS, ZZ, TDD, NA, EJS, DBS, ML, RK, JI, SM, and DAH carried out experiments and/or analyzed data. BSW provided guidance and help in computational and statistical analyses. AB and JI provided clinical annotation and guidance. MT developed CTC-iChip technology for CTC isolation. TKS, TDD, SM, and DAH wrote the manuscript. All authors discussed results and provided input and edits on the manuscript.

Corresponding authors

Correspondence to Shyamala Maheswaran or Daniel A. Haber.

Ethics declarations

Conflict of interests

Massachusetts General Hospital (MGH) has applied for patents regarding the CTCi-Chip technology, CTC detection signatures, and Enrich-seq technology. M.T, S.M, and D.A.H are cofounders and have equity in Tell-Bio, which is not related to this work. J.I and Z.Z hold equity in ArcherDx. A.B holds Consultant/advisory board position: Genentech/Roche, Immunomedics, Novartis, Pfizer, Merck, Radius Health, Spectrum Pharma, Taiho Pharm, Diiachi-Astra Zeneca, Eli Lilly, Sanofi, Puma, Foundation Medicine, and Phillips. Contracted research: Genentech/Roche, Immunomedics, Novartis, Pfizer, Merck, Radius Health, Sanofi, and Biothernostics. All authors’ interests were reviewed and are managed by MGH and Partners HealthCare in accordance with their conflict of interest policies.

Ethical approval

Patients provided written informed consent to an Institutional Review Board approved blood collection protocol (DF/HCC 05-300).

Additional information

Publisher's Note

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

Supplementary Information

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sundaresan, T.K., Dubash, T.D., Zheng, Z. et al. Evaluation of endocrine resistance using ESR1 genoty** of circulating tumor cells and plasma DNA. Breast Cancer Res Treat 188, 43–52 (2021). https://doi.org/10.1007/s10549-021-06270-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10549-021-06270-z

Keywords

Navigation