Mutation and immune profiling of metaplastic breast cancer: Correlation with survival

Michelle Afkhami, Daniel Schmolze, Susan E Yost, Paul H Frankel, Andrew Dagis, Idoroenyi U Amanam, Milhan Telatar, Kim Nguyen, Kim Wai Yu, Thehang Luu, Raju Pillai, Patricia A Aoun, Joanne Mortimer, Yuan Yuan, Michelle Afkhami, Daniel Schmolze, Susan E Yost, Paul H Frankel, Andrew Dagis, Idoroenyi U Amanam, Milhan Telatar, Kim Nguyen, Kim Wai Yu, Thehang Luu, Raju Pillai, Patricia A Aoun, Joanne Mortimer, Yuan Yuan

Abstract

The goal of this study is to characterize the genomic and immune profiles of metaplastic breast cancer (MpBC) and identify the association with survival through an analysis of archived tumor tissue. A next-generation sequencing-based mutational assay (Onco-48) was performed for 21 MpBC patients. Clinicopathologic characteristics were captured, including relapse free survival (RFS) and overall survival (OS). Immunohistochemistry (IHC) for CD3, CD4, CD8, and programmed death-ligand 1 (PD-L1) was also performed. Recurrence free survival (RFS) at 5 years was 57% (95% CI 0.34-0.75) and overall survival (OS) at 5 years was 66% (95% CI 0.41-0.82). The most commonly altered genes were TP53 (68.4%, 13/19), PIK3CA (42.1%, 8/19), and PTEN (15.8%, 3/19. For patients with PIK3CA mutations, RFS and OS were significantly worse than for those without (HR 5.6, 95% CI 1.33-23.1 and HR 8.0, 95% CI 1.53-41.7, respectively). Cox regression estimated that PD-L1 expression was associated with worse RFS and OS (HR 1.08, 95% CI 1.01-1.16 and HR 1.05, 95% CI 1.00-1.11, respectively, for an absolute increase in PD-L1 expression of 1%). In conclusion, PIK3CA mutation and PD-L1 expression confer poor prognosis in this cohort of patients with MpBC.

Conflict of interest statement

YY has contracted clinical trials and research projects sponsored by Merck, Eisai, Novartis, Genentech, and Pfizer, independent of the study presented in this manuscript. There are no patents, products in development or marketed products associated with this research to declare. This does not alter the authors' adherence to PLOS ONE policies on sharing data and materials. The other authors declare that they have no competing interests.

Figures

Fig 1. The most frequently altered genes…
Fig 1. The most frequently altered genes in MpBC.
Alterations include substitutions, amplifications, and deletions in MpBC patient cohort (n = 19).
Fig 2. Kaplan Meier survival analysis for…
Fig 2. Kaplan Meier survival analysis for MpBC patients.
A) RFS for patients with PIK3CA mutation (red) vs. no mutation (blue) (p = 0.009); B) OS for patients with PIK3CA mutation (red) vs. no mutation (blue) (p = 0.004).
Fig 3. Representative IHC stain of CD3,…
Fig 3. Representative IHC stain of CD3, CD4, CD8 and PD-L1.
(A) H&E stained image of representative metaplastic carcinoma (spindle cell subtype) (original magnification 40X). (B) CD3 immunostain, highlighting T cells (original magnification 40X). (C) Combined CD8 (brown chromogen) and CD4 (red chromogen) immunostain (original magnification 40X). (D) PD-L1 immunostain (original magnification 40X).
Fig 4. Photomicrographs of lung biopsy demonstrating…
Fig 4. Photomicrographs of lung biopsy demonstrating metastatic MpBC with squamous differentiation invading lung parenchyma.
(A) Hematoxylin-eosin staining (original magnification 4X), (B) Hematoxylin-eosin staining (original magnification 20X), (C) IHC showing tumor cells are positive for GCDFP-15 (original magnification 20X), and (D) IHC showing tumor cells are negative for TTF-1 (original magnification 20X), consistent with MpBC. MpBC, metaplastic breast cancer; IHC, immunohistochemistry; GCDFP-15, gross cystic disease fluid protein 15; TTF-1, thyroid transcription factor-1.
Fig 5. Treatment response by PET-CT.
Fig 5. Treatment response by PET-CT.
(A) Baseline imaging demonstrating pulmonary metastases (February 2015); (B) Imaging after 2 months of treatment with everolimus, demonstrating tumor regression (April 2015); (C, D) Persistent responses; (E, F) Disease progression.

References

    1. Pezzi CM, Patel-Parekh L, Cole K, Franko J, Klimberg VS, Bland K. Characteristics and treatment of metaplastic breast cancer: analysis of 892 cases from the National Cancer Data Base. Annals of surgical oncology. 2007;14(1):166–73. 10.1245/s10434-006-9124-7
    1. Tavassoli FA. Classification of metaplastic carcinomas of the breast. Pathology annual. 1992;27 Pt 2:89–119.
    1. Kurman RJ, Carcangiu ML, Herrington S, Young RH. WHO classification of tumours of female reproductive organs: IARC; 2014.
    1. Weigelt B, Kreike B, Reis-Filho JS. Metaplastic breast carcinomas are basal-like breast cancers: a genomic profiling analysis. Breast cancer research and treatment. 2009;117(2):273–80. 10.1007/s10549-008-0197-9
    1. Prat A, Parker JS, Karginova O, Fan C, Livasy C, Herschkowitz JI, et al. Phenotypic and molecular characterization of the claudin-low intrinsic subtype of breast cancer. Breast cancer research. 2010;12(5):1.
    1. Shah DR, Tseng WH, Martinez SR. Treatment Options for Metaplastic Breast Cancer. ISRN Oncology. 2012;2012.
    1. Nanda R, Chow LQ, Dees EC, Berger R, Gupta S, Geva R, et al. Pembrolizumab in patients with advanced triple-negative breast cancer: phase Ib KEYNOTE-012 study. Journal of Clinical Oncology. 2016;34(21):2460–7. 10.1200/JCO.2015.64.8931
    1. Schmid P, Adams S, Rugo HS, Schneeweiss A, Barrios CH, Iwata H, et al. Atezolizumab and nab-paclitaxel in advanced triple-negative breast cancer. New England Journal of Medicine. 2018;379(22):2108–21. 10.1056/NEJMoa1809615
    1. Adams S, Loi S, Toppmeyer D, Cescon D, De Laurentiis M, Nanda R, et al. KEYNOTE-086 cohort B: pembrolizumab monotherapy for PD-L1–positive, previously untreated, metastatic triple-negative breast cancer (mTNBC). Cancer Research. 2018.
    1. Adams S, Schmid P, Rugo HS, Winer EP, Loirat D, Awada A, et al. Phase 2 study of pembrolizumab (pembro) monotherapy for previously treated metastatic triple-negative breast cancer (mTNBC): KEYNOTE-086 cohort A. American Society of Clinical Oncology; 2017.
    1. Nanda R, Liu MC, Yau C, Asare S, Hylton N, Veer LVt, et al. Pembrolizumab plus standard neoadjuvant therapy for high-risk breast cancer (BC): Results from I-SPY 2. American Society of Clinical Oncology; 2017.
    1. Salgado R, Denkert C, Demaria S, Sirtaine N, Klauschen F, Pruneri G, et al. The evaluation of tumor-infiltrating lymphocytes (TILs) in breast cancer: recommendations by an International TILs Working Group 2014. Annals of oncology. 2015;26(2):259–71. 10.1093/annonc/mdu450
    1. Ventana Medical Systems. Ventana PD-L1 (SP263) Assay [package insert]. Tucson, AZ: A.V.M.S., Inc; 2017.
    1. Massard C, Gordon MS, Sharma S, Rafii S, Wainberg ZA, Luke JJ, et al. Safety and efficacy of durvalumab (MEDI4736), a PD-L1 antibody, in urothelial bladder cancer. Journal of Clinical Oncology. 2016;34(15_suppl):4502–.
    1. Team RC. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria: 2016. 2017.
    1. Alboukadel Kassambara MK, Przemyslaw Biecek, Scheipl Fabian survminer: Drawing Survival Curves using “ggplot2.” .
    1. Therneau TM. A Package for Survival Analysis in S. .
    1. Nelson RA, Guye ML, Luu T, Lai LL. Survival outcomes of metaplastic breast cancer patients: results from a US population-based analysis. Annals of surgical oncology. 2015;22(1):24–31. 10.1245/s10434-014-3890-4
    1. Moulder S, Helgason T, Janku F, Wheler J, Moroney J, Booser D, et al. Inhibition of the phosphoinositide 3-kinase pathway for the treatment of patients with metastatic metaplastic breast cancer. Annals of Oncology. 2015:mdv163.
    1. Ross JS, Badve S, Wang K, Sheehan CE, Boguniewicz AB, Otto GA, et al. Genomic profiling of advanced-stage, metaplastic breast carcinoma by next-generation sequencing reveals frequent, targetable genomic abnormalities and potential new treatment options. Archives of Pathology and Laboratory Medicine. 2015;139(5):642–9. 10.5858/arpa.2014-0200-OA
    1. Edenfield J, Schammel C, Collins J, Schammel D, Edenfield WJ. Metaplastic Breast Cancer: Molecular Typing and Identification of Potential Targeted Therapies at a Single Institution. Clinical Breast Cancer. 2016.
    1. Joneja U, Vranic S, Swensen J, Feldman R, Chen W, Kimbrough J, et al. Comprehensive profiling of metaplastic breast carcinomas reveals frequent overexpression of programmed death-ligand 1. Journal of clinical pathology. 2016.
    1. Ng CK, Piscuoglio S, Geyer FC, Burke KA, Pareja F, Eberle CA, et al. The landscape of somatic genetic alterations in metaplastic breast carcinomas. 2017;23(14):3859–70. 10.1158/1078-0432.CCR-16-2857
    1. Khoo KH, Verma CS, Lane DP. Drugging the p53 pathway: understanding the route to clinical efficacy. Nature reviews Drug discovery. 2014;13(3):217–36. 10.1038/nrd4236
    1. Moulder S, Moroney J, Helgason T, Wheler J, Booser D, Albarracin C, et al. Responses to liposomal Doxorubicin, bevacizumab, and temsirolimus in metaplastic carcinoma of the breast: biologic rationale and implications for stem-cell research in breast cancer. Journal of Clinical Oncology. 2011;29(19):e572–e5. 10.1200/JCO.2010.34.0604
    1. Moroney J, Fu S, Moulder S, Falchook G, Helgason T, Levenback C, et al. Phase I study of the antiangiogenic antibody bevacizumab and the mTOR/hypoxia-inducible factor inhibitor temsirolimus combined with liposomal doxorubicin: tolerance and biological activity. Clinical Cancer Research. 2012;18(20):5796–805. 10.1158/1078-0432.CCR-12-1158
    1. Schmid P, Park YH, Muñoz-Couselo E, Kim S-B, Sohn J, Im S-A, et al. Pembrolizumab (pembro) + chemotherapy (chemo) as neoadjuvant treatment for triple negative breast cancer (TNBC): Preliminary results from KEYNOTE-173. Journal of Clinical Oncology. 2017;35(15_suppl):556–.
    1. Adams S. Dramatic response of metaplastic breast cancer to chemo-immunotherapy. NPJ breast cancer. 2017;3:8 10.1038/s41523-017-0011-0
    1. Adams S, Diamond J, Hamilton E, Pohlmann P, Tolaney S, Molinero L, et al., editors. Safety and clinical activity of atezolizumab (anti-PDL1) in combination with nab-paclitaxel in patients with metastatic triple-negative breast cancer. Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium; 2015.
    1. Beckers RK, Selinger CI, Vilain R, Madore J, Wilmott JS, Harvey K, et al. Programmed death ligand 1 expression in triple‐negative breast cancer is associated with tumour‐infiltrating lymphocytes and improved outcome. Histopathology. 2016;69(1):25–34. 10.1111/his.12904

Source: PubMed

3
Prenumerera