1
|
Haynes BP, Schuster G, Buus R, Alataki A, Ginsburg O, Quang LH, Han PT, Khoa PH, Van Dinh N, Van To T, Clemons M, Holcombe C, Osborne C, Evans A, Skene A, Sibbering M, Rogers C, Laws S, Noor L, Cheang MCU, Cleator SJ, Smith IE, Dowsett M. Impact of the menstrual cycle on commercial prognostic gene signatures in oestrogen receptor-positive primary breast cancer. Breast Cancer Res Treat 2021; 190:295-305. [PMID: 34524591 PMCID: PMC8558287 DOI: 10.1007/s10549-021-06377-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 08/26/2021] [Indexed: 12/21/2022]
Abstract
PURPOSE Changes occur in the expression of oestrogen-regulated and proliferation-associated genes in oestrogen receptor (ER)-positive breast tumours during the menstrual cycle. We investigated if Oncotype® DX recurrence score (RS), Prosigna® (ROR) and EndoPredict® (EP/EPclin) prognostic tests, which include some of these genes, vary according to the time in the menstrual cycle when they are measured. METHODS Pairs of test scores were derived from 30 ER-positive/human epidermal growth factor receptor-2-negative tumours sampled at two different points of the menstrual cycle. Menstrual cycle windows were prospectively defined as either W1 (days 1-6 and 27-35; low oestrogen and low progesterone) or W2 (days 7-26; high oestrogen and high or low progesterone). RESULTS The invasion module score of RS was lower (- 10.9%; p = 0.098), whereas the ER (+ 16.6%; p = 0.046) and proliferation (+ 7.3%; p = 0.13) module scores were higher in W2. PGR expression was significantly increased in W2 (+ 81.4%; p = 0.0029). Despite this, mean scores were not significantly different between W1 and W2 for any of the tests and the two measurements showed high correlation (r = 0.72-0.93). However, variability between the two measurements led to tumours being assigned to different risk categories in the following proportion of cases: RS 22.7%, ROR 27.3%, EP 13.6% and EPclin 13.6%. CONCLUSION There are significant changes during the menstrual cycle in the expression of some of the genes and gene module scores comprising the RS, ROR and EP/EPclin scores. These did not affect any of the prognostic scores in a systematic fashion, but there was substantial variability in paired measurements.
Collapse
Affiliation(s)
- Ben P Haynes
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, SW3 6JJ, UK
| | - Gene Schuster
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, SW3 6JJ, UK
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London, SW3 6JB, UK
| | - Richard Buus
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, SW3 6JJ, UK
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London, SW3 6JB, UK
| | - Anastasia Alataki
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, SW3 6JJ, UK
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London, SW3 6JB, UK
| | - Ophira Ginsburg
- Department of Medicine, University of Toronto, Toronto, Canada
- Department of Population Health, Perlmutter Cancer Center, NYU Langone Health, New York, USA
| | - Le Hong Quang
- Department of Breast Surgery, National Cancer Hospital, Hanoi, Vietnam
| | - Pham Thi Han
- Department of Pathology, National Cancer Hospital, Hanoi, Vietnam
| | - Pham Hong Khoa
- Department of Breast Surgery, National Cancer Hospital, Hanoi, Vietnam
| | - Nguyen Van Dinh
- Department of Breast Surgery, National Cancer Hospital, Hanoi, Vietnam
| | - Ta Van To
- Department of Pathology, National Cancer Hospital, Hanoi, Vietnam
| | - Mark Clemons
- Division of Medical Oncology, Department of Medicine, The Ottawa Hospital and University of Ottawa, Ottawa, Canada
| | - Chris Holcombe
- Royal Liverpool University Hospital, Prescott Street, Liverpool, UK
| | | | | | - Anthony Skene
- Royal Bournemouth Hospital, Castle Lane East, Bournemouth, Dorset, UK
| | | | - Clare Rogers
- Doncaster Royal Infirmary, Armthorpe Road, Doncaster, South Yorkshire, UK
| | - Siobhan Laws
- Royal Hampshire County Hospital, Winchester, Hampshire, UK
| | - Lubna Noor
- University Hospital North Tees, Hardwick Road, Stockton-on-Tees, UK
| | | | - Susan J Cleator
- Department of Clinical Oncology, Imperial Healthcare NHS Trust, London, UK
| | - Ian E Smith
- The Breast Unit, Department of Medicine, Royal Marsden Hospital, Fulham Road, London, UK
| | - Mitch Dowsett
- Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, SW3 6JJ, UK.
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London, SW3 6JB, UK.
| |
Collapse
|
2
|
Haynes BP, Ginsburg O, Gao Q, Folkerd E, Afentakis M, Buus R, Quang LH, Thi Han P, Khoa PH, Dinh NV, To TV, Clemons M, Holcombe C, Osborne C, Evans A, Skene A, Sibbering M, Rogers C, Laws S, Noor L, Smith IE, Dowsett M. Menstrual cycle associated changes in hormone-related gene expression in oestrogen receptor positive breast cancer. NPJ Breast Cancer 2019; 5:42. [PMID: 31754627 PMCID: PMC6858333 DOI: 10.1038/s41523-019-0138-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 10/24/2019] [Indexed: 01/25/2023] Open
Abstract
The major changes in hormone levels that occur through the menstrual cycle have been postulated to affect the expression of hormone-regulated and proliferation-associated genes (PAGs) in premenopausal ER+ breast cancer. Whilst previous studies have demonstrated differences in gene expression, here, we investigated if there are within patient changes in the expression of oestrogen- and progesterone-regulated genes (ERGs and PRGs) and PAGs in ER+ breast cancer during the menstrual cycle. Samples from 96 patients in two independent prospective studies of the effect of menstrual cycle on ER+ breast cancer were used. Plasma hormone measurements were used to assign tumours to one of three pre-defined menstrual cycle windows: W1 (days 27-35 and 1-6; low oestradiol and low progesterone), W2 (days 7-16; high oestradiol and low progesterone) and W3 (days 17-26; intermediate oestradiol and high progesterone). RNA expression of 50 genes, including 27 ERGs, 11 putative PRGs and seven PAGs was measured. The AvERG (geomean of PGR, GREB1, TFF1 and PDZK1) was used as a composite measure of ERG expression and showed significant changes between the three windows of the menstrual cycle increasing over 2.2-fold between W1 and W2 and decreasing between W2 and W3 and between W3 and W1. Proliferation gene expression also varied significantly, following the same pattern of changes as ERG expression, but the changes were of lower magnitude (1.4-fold increase between W1 and W2). Significant changes in the expression of eight individual ERGs, including GREB1, PGR and TFF1, and two PAGs were observed between W1 and either W2 or W3 with all genes showing higher levels in W2 or W3 (1.3-2.4-fold; FDR 0.016-0.05). The AvProg, a composite measure of PRG expression, increased significantly (1.5-fold) in W3 compared to W1 or W2 but no significant changes were observed for individual PRGs. In conclusion, we observed significant changes in ERG, PRG and PAG expression in ER+ breast tumours during the menstrual cycle that may affect the assessment and interpretation of prominent biomarkers (e.g. PgR) and commonly used multigene prognostic signatures in premenopausal ER+ breast cancer.
Collapse
Affiliation(s)
- Ben P. Haynes
- The Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, UK
| | - Ophira Ginsburg
- Perlmutter Cancer Center and the Department of Population Health, NYU Langone Health, New York, USA
| | - Qiong Gao
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London, UK
| | - Elizabeth Folkerd
- The Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, UK
| | - Maria Afentakis
- The Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, UK
| | - Richard Buus
- The Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, UK
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London, UK
| | - Le Hong Quang
- Department of Breast Surgery, National Cancer Hospital, Hanoi, Vietnam
| | - Pham Thi Han
- Department of Pathology, National Cancer Hospital, Hanoi, Vietnam
| | - Pham Hong Khoa
- Department of Breast Surgery, National Cancer Hospital, Hanoi, Vietnam
| | - Nguyen Van Dinh
- Department of Breast Surgery, National Cancer Hospital, Hanoi, Vietnam
| | - Ta Van To
- Department of Pathology, National Cancer Hospital, Hanoi, Vietnam
| | - Mark Clemons
- Department of Medicine, Division of Medical Oncology, The Ottawa Hospital and University of Ottawa, Ottawa, Canada
| | - Chris Holcombe
- Royal Liverpool University Hospital, Prescott Street, Liverpool, UK
| | | | | | - Anthony Skene
- Royal Bournemouth Hospital, Castle Lane East, Bournemouth, Dorset UK
| | | | - Clare Rogers
- Doncaster Royal Infirmary, Armthorpe Road, Doncaster, South Yorkshire UK
| | - Siobhan Laws
- Royal Hampshire County Hospital, Winchester Hampshire, UK
| | - Lubna Noor
- University Hospital North Tees, Hardwick Road, Stockton-on-Tees, UK
| | - Ian E. Smith
- The Breast Unit, Department of Medicine, Royal Marsden Hospital, Fulham Road, London, UK
| | - Mitch Dowsett
- The Ralph Lauren Centre for Breast Cancer Research, Royal Marsden Hospital, Fulham Road, London, UK
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, Fulham Road, London, UK
| |
Collapse
|
3
|
Carlson K, Chung A, Mirocha J, Donovan C, Estrada S, Siegel E, Giuliano A, Amersi F. Menopausal Status and Outcomes of BRCA Mutation Carriers with Breast Cancer. Am Surg 2018. [DOI: 10.1177/000313481808401009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Outcomes based on menopausal status of breast cancer (BC) patients who are BRCA mutations carriers (BRCAm) are not well known. A prospective database identified 88 BRCAm with BC from 2005 to 2015. Of the 88 patients, 68 (77.3%) women were premenopausal (Pre-M) and 20 (22.7%) were postmenopausal (Post-M). In the Pre-M group, 52.9 per cent of patients had triple-negative (TN) BC, whereas in the Post-M group, there were more estrogen receptor +(65%; P = 0.129) and less TN (25%; P = 0.041) tumors. Median tumor size was significantly larger in the Pre-M group compared with the Post-M group ( P <0.001). Pre-M women were more likely to present with stage III cancers (14.7% vs 0%, respectively, P = 0.082). Ten-year overall survival was 87.9 per cent in the Pre-M group and 93.8 per cent in the Post-M group ( P = 0.44), and 25.3 per cent of Pre-M women had recurrences compared with 11.5 per cent of Post-M women ( P = 0.24). Premenopausal BRCAm with BC are more likely to have TN, higher stage disease, and twice the number of recurrences at 10 years than Post-M BRCAm. Our study is the first to show worse BC outcomes for Pre-M BRCAm compared with Post-M BRCAm women.
Collapse
Affiliation(s)
- Kjirsten Carlson
- Division of Surgical Oncology, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| | - Alice Chung
- Division of Surgical Oncology, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| | - James Mirocha
- Division of Surgical Oncology, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| | - Cory Donovan
- Division of Surgical Oncology, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| | - Sylvia Estrada
- Division of Surgical Oncology, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| | - Emily Siegel
- Division of Surgical Oncology, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| | - Armando Giuliano
- Division of Surgical Oncology, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| | - Farin Amersi
- Division of Surgical Oncology, Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| |
Collapse
|