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Cooper K, Nalbant G, Essat M, Harnan S, Wong R, Hamilton J, Asghar US, Battisti NML, Wyld L, Tappenden P. Gene expression profiling tests to guide adjuvant chemotherapy decisions in lymph node-positive early breast cancer: a systematic review. Breast Cancer Res Treat 2025; 210:229-247. [PMID: 39899163 PMCID: PMC11930876 DOI: 10.1007/s10549-024-07596-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Accepted: 12/19/2024] [Indexed: 02/04/2025]
Abstract
PURPOSE To systematically review the effectiveness of gene expression profiling tests to inform adjuvant chemotherapy decisions in people with hormone receptor-positive (HR+), lymph node-positive (LN+) breast cancer. METHODS This systematic review assessed the effectiveness of Oncotype DX, Prosigna, EndoPredict and MammaPrint for guiding adjuvant chemotherapy decisions in HR+ early breast cancer with 1-3 positive nodes, in terms of prognostic ability, prediction of chemotherapy benefit, impact on chemotherapy decisions, quality of life and anxiety. Searches covered MEDLINE, EMBASE and Cochrane databases in April 2023. RESULTS Fifty-five articles were included. All four tests were prognostic for distant recurrence in LN+ patients. The RxPONDER trial reported no chemotherapy benefit in post-menopausal LN+ patients with low Oncotype DX (RS 0-25), whilst pre-menopausal patients had statistically significant chemotherapy benefit. An RCT reanalysis of Oncotype DX (SWOG-8814) suggested greater chemotherapy benefit with higher RS in post-menopausal LN+ patients. The MINDACT trial reported that LN+ patients with high clinical risk and low MammaPrint risk had a non-statistically significant chemotherapy benefit, but was not designed assess differential chemotherapy benefit per risk group. Decisions to undergo chemotherapy reduced by 12-75% following Oncotype DX testing in LN+ patients in the UK and Europe. No studies in LN+ populations were identified for prediction of chemotherapy benefit by Prosigna or EndoPredict; or for chemotherapy decisions for Prosigna, EndoPredict or MammaPrint; or for anxiety or quality of life impact for any test. CONCLUSIONS All four tests have prognostic ability in LN+ patients. Evidence on predictive benefit is weaker, with equivocal evidence that Oncotype DX may predict chemotherapy benefit in LN+ post-menopausal patients. Use of Oncotype DX leads to fewer patients being recommended chemotherapy.
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Affiliation(s)
- Katy Cooper
- School of Medicine and Population Health, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK.
| | - Gamze Nalbant
- School of Medicine and Population Health, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Munira Essat
- School of Medicine and Population Health, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Sue Harnan
- School of Medicine and Population Health, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Ruth Wong
- School of Medicine and Population Health, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Jean Hamilton
- School of Medicine and Population Health, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Uzma S Asghar
- Breast Unit, Department of Medicine, Oak Cancer Centre, The Royal Marsden NHS Foundation Trust, Sutton, SM2 5PT, UK
| | - Nicolò M L Battisti
- Breast Unit, Department of Medicine, The Royal Marsden NHS Foundation Trust, London, UK
| | - Lynda Wyld
- School of Medicine and Population Health, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Paul Tappenden
- School of Medicine and Population Health, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
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Browne IM, McLaughlin RA, Weadick CS, O'Sullivan S, McSorley LM, Hadi DK, Millen SJ, Higgins MJ, Crown JP, Prichard RS, McCartan DP, Hill AD, Connolly RM, Noonan SA, O'Mahony D, Murray C, O'Hanlon-Brown C, Hennessy BT, Quinn CM, Kelly CM, O'Reilly S, Morris PG, Walshe JM. Irish national real-world analysis of the clinical and economic impact of 21-gene oncotype DX® testing in early-stage, 1-3 lymph node-positive, oestrogen receptor-positive, HER2-negative, breast cancer. Breast Cancer Res Treat 2025; 209:189-199. [PMID: 39365509 PMCID: PMC11785674 DOI: 10.1007/s10549-024-07486-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 08/28/2024] [Indexed: 10/05/2024]
Abstract
PURPOSE The treatment landscape of Oestrogen receptor-positive (ER-positive) breast cancer is evolving, with declining chemotherapy use as a result of Oncotype DX Breast Recurrence Score® testing. Results from the SWOG S1007 RxPONDER trial suggest that adjuvant chemotherapy may benefit some premenopausal women with ER-positive, HER2-negative disease with 1-3 positive lymph nodes (N1), and a Recurrence Score® (RS) of ≤ 25. Postmenopausal women with similar characteristics did not benefit from adjuvant chemotherapy. We examine the clinical and economic impact of Oncotype DX® testing on treatment decisions in patients with N1 disease in Ireland using real world data. METHODS From March 2011 to October 2022, a retrospective, cross-sectional observational study was performed of patients with ER-positive, HER2-negative N1 breast cancer, who had Oncotype DX testing across 5 of Ireland's largest cancer centres. Patients were classified into low risk (RS 0-13), intermediate risk (RS 14-25) and high risk (RS > 25). Data were collected via electronic patient records. Information regarding costing was provided primarily by pre-published sources. RESULTS A total of 828 N1 patients were included in this study. Post Oncotype DX testing, 480 patients (58%) were spared chemotherapy. Of the patients who had a change in chemotherapy recommendation based on Oncotype DX testing, 271 (56%), 205 (43%), 4 (1%) had a RS result of 0-13, 14-25 and > 25 respectively. Use of Oncotype DX testing was associated with a 58% reduction in chemotherapy administration overall. This resulted in estimated savings of over €6 million in treatment costs. Deducting the assay cost, estimated net savings of over €3.3 million were achieved. Changes in the ordering demographics of Oncotype DX tests were identified after RxPONDER data were presented, with increased testing in women ≥ 50 years and a reduction in proportion of tests ordered for women < 50 years. CONCLUSION Between 2011 and 2022, assay use resulted in a 58% reduction in chemotherapy administration and net savings of over €3.3 million.
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Affiliation(s)
- I M Browne
- Department of Medical Oncology, St Vincent's University Hospital, Dublin 4, Ireland.
| | - R A McLaughlin
- Department of Medical Oncology, Beaumont Hospital, Beaumont, Dublin, Ireland
| | - C S Weadick
- Department of Medical Oncology, Cork University Hospital, Cork, Ireland
| | - S O'Sullivan
- Department of Medical Oncology, Mater Misericordiae University Hospital, Dublin 7, Ireland
| | - L M McSorley
- Department of Medical Oncology, St Vincent's University Hospital, Dublin 4, Ireland
| | - D K Hadi
- Department of Medical Oncology, St James's Hospital, Dublin 8, Ireland
| | | | - M J Higgins
- Department of Medical Oncology, St Vincent's University Hospital, Dublin 4, Ireland
| | - J P Crown
- Department of Medical Oncology, St Vincent's University Hospital, Dublin 4, Ireland
| | - R S Prichard
- Department of Surgery, St. Vincent's University Hospital, Dublin, Ireland
| | - D P McCartan
- Department of Surgery, St. Vincent's University Hospital, Dublin, Ireland
| | - A Dk Hill
- Department of Surgery, Royal College of Surgeons, Dublin, Ireland
| | - R M Connolly
- Cancer Research @ UCC, University College Cork, Cork, Ireland
- Cork University Hospital/University College Cork Cancer Centre, Cork, Ireland
| | - S A Noonan
- Cancer Research @ UCC, University College Cork, Cork, Ireland
- Cork University Hospital/University College Cork Cancer Centre, Cork, Ireland
| | - D O'Mahony
- Department of Medical Oncology, Bon Secours Hospital, Cork, Ireland
| | - C Murray
- Department of Pathology, St. Vincent's University Hospital, Dublin 4, Ireland
| | - C O'Hanlon-Brown
- Department of Medical Oncology, St James's Hospital, Dublin 8, Ireland
| | - B T Hennessy
- Department of Medical Oncology, Beaumont Hospital, Beaumont, Dublin, Ireland
| | - C M Quinn
- Department of Pathology, St. Vincent's University Hospital, Dublin 4, Ireland
| | - C M Kelly
- Department of Medical Oncology, Mater Misericordiae University Hospital, Dublin 7, Ireland
| | - S O'Reilly
- Cancer Research @ UCC, University College Cork, Cork, Ireland
- Cork University Hospital/University College Cork Cancer Centre, Cork, Ireland
| | - P G Morris
- Department of Medical Oncology, Beaumont Hospital, Beaumont, Dublin, Ireland
| | - J M Walshe
- Department of Medical Oncology, St Vincent's University Hospital, Dublin 4, Ireland
- University College Dublin, Dublin, Ireland
- Cancer Trials Ireland, Dublin, Ireland
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3
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Holt S, Verrill M, Pettit L, Rigg A, Hickish T, Archer C, Dent J, Dillon M, Nathan M, Barthelmes L, Rehman S, Sharaiha Y, Innis P, Sai-Giridhar P, Khawaja S. A UK prospective multicentre decision impact, decision conflict and economic evaluation of the 21-gene assay in women with node+ve, hormone receptor+ve, HER2-ve breast cancer. Br J Cancer 2024; 130:1149-1156. [PMID: 38308000 PMCID: PMC10991515 DOI: 10.1038/s41416-024-02588-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 12/19/2023] [Accepted: 01/15/2024] [Indexed: 02/04/2024] Open
Abstract
BACKGROUND For a tumour profiling test to be of value, it needs to demonstrate that it is changing clinical decisions, improving clinical confidence, and of economic benefit. This trial evaluated the use of the Oncotype DX Breast Recurrence Score® assay against these criteria in 680 women with hormone receptor-positive (HR+), HER2-negative early breast cancer with 1-3 lymph nodes positive (LN+) in the UK National Health Service (NHS). METHODS Prior to receipt of the Recurrence Score (RS) result, both the physician and the patient were asked to state their preference for or against chemotherapy and their level of confidence on a scale of 1-5. Following receipt of the RS result, the physician and patient were asked to make a final decision regarding chemotherapy and record their post-test level of confidence. RESULTS Receipt of the RS result led to a 51.5% (95% CI, 47.2-55.8%) reduction in chemotherapy, significantly increased the relative and absolute confidence for both physicians and patients and led to an estimated saving to the NHS of £787 per patient. CONCLUSION The use of the Oncotype DX assay fulfils the criteria of changing clinical decisions, improving confidence and saving money.
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Affiliation(s)
| | | | | | - Anna Rigg
- Guy's and St Thomas' Hospitals, London, UK
| | | | | | - Jo Dent
- Huddersfield NHS Trust, Huddersfield, UK
| | | | | | | | | | | | - Paige Innis
- Exact Sciences Corporation, Redwood City, CA, USA
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Vieira SC, dos Reis CA, Holanda MEF, da Silva Fontinele DR, Leal AIC, de Lima FT. Genomic signatures in breast cancer in a real-world setting: Experience in a Brazilian Northeastern Center. Breast Dis 2024; 43:237-242. [PMID: 38995764 PMCID: PMC11307088 DOI: 10.3233/bd-230044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2024]
Abstract
OBJECTIVE We aim to evaluate the indication and use of genomic signatures in breast cancer patients and outcomes who in patients undergoing adjuvant chemotherapy or not. METHODS This is a retrospective study of breast cancer patients managed in a private oncology clinic in Teresina, from November 2014 to February 2021. All patients with an indication of genomic signature were included. Clinical and pathological variables, use of genomic signatures, treatment and follow-up were obtained. The nomogram to predict Oncotype DX results (University of Tennessee Medical Center) was also calculated. Clinical risk calculation was based on MINDACT, using the modified version of Adjuvant Online. The genetic signatures performed were: the Oncotype, MammaPrint and EndoPredict. RESULTS Fifty (50) female patients were included in the study. The mean age of the participants was 57.1 years. Among the patients receiving a genomic signature (26-52.0%), there was a change in treatment in 8 (30.7%) cases. Chemotherapy was indicated in four patients, It was contraindicated in another four patients. Treatment changed in 30.7% of the tested patients. Chemotherapy was indicated for those who would not receive it before. It was contraindicated in patients who would previously undergo chemotherapy.
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Ross E, Kerr A, Swallow J, Chekar CK, Cunningham‐Burley S. Unsettling the treatment imperative? Chemotherapy decision-making in the wake of genomic techniques. SOCIOLOGY OF HEALTH & ILLNESS 2023; 45:1063-1081. [PMID: 36965058 PMCID: PMC10946787 DOI: 10.1111/1467-9566.13637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 03/08/2023] [Indexed: 06/18/2023]
Abstract
Social scientists have argued that a treatment imperative shapes experiences of biomedicine. This is evident within oncology, where discourses of hope are tempered by persistent fears surrounding cancer. It is within this context that genomic decision-making tools are entering routine care. These may indicate that a treatment is not appropriate for a particular disease profile. We draw on qualitative interviews and observations centred on gene expression profiling to consider the implications of this technique for the treatment imperative in early breast cancer. Influenced by sociological perspectives on medical technologies, we discuss how fallibilities of established tools have forged a space for the introduction of genomic testing into chemotherapy decision-making. We demonstrate how high expectations shaped patients' interpretations of this tool as facilitating the 'right' treatment choice. We then unpick these accounts, highlighting the complex relationship between gene expression profiling and treatment decision-making. We argue that anticipations for genomic testing to provide certainty in treatment choice must account for the sociocultural and organisational contexts in which it is used, including the powerful entwinement of chemotherapy and cancer. Our research has implications for sociological perspectives on treatment decision-making and clinical expectations for genomic medicine to resolve the 'problem' of overtreatment.
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Affiliation(s)
- Emily Ross
- Department of Sociological StudiesUniversity of SheffieldSheffieldUK
| | - Anne Kerr
- School of Social and Political SciencesUniversity of GlasgowGlasgowUK
| | - Julia Swallow
- Centre for Biomedicine, Self, and SocietyUsher InstituteUniversity of EdinburghEdinburghUK
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Munir A, Holt S, Huws AM, Khan S, Davies DM, Khawaja S, Sharaiha Y. A 10 year service evaluation of the survival of 439 patients with early oestrogen receptor positive breast cancer who underwent initial OncotypeDX ® testing to guide adjuvant chemotherapy decisions. Cancer Treat Res Commun 2023; 34:100671. [PMID: 36587498 DOI: 10.1016/j.ctarc.2022.100671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/01/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To explore the long-term outcome of patients who underwent Oncotype DX® testing. The relationship between the RS, adjuvant treatments received, and clinical outcomes across the entire range of RS results are reported. METHODS 10-year Kaplan-Meier estimates for distant recurrence/BC-specific survival (BCSS) in this cohort. The analysis included 439 patients. The follow-up time ranged from 14 to 142 months. All analyses were performed using the SPSS v20. RESULTS More than half of patients had low RS (<18) (55.6%) and 15.3% had RS ≥ 31. Chemotherapy use was consistent with the RS with 4.4%, 7.1%, 28.0%, 71.4% and 91.0% receiving adjuvant chemotherapy in patients with RS < 11, 11-17, 18-25, 26-30, and ≥31, respectively. The overall chemotherapy rate was 27.6%. Distant metastasis free survival (DMFS) differed significantly (P < 0.001) between the RS groups with 10 year DMFS rates of 99% (SE +/- 0.01) in the RS<11, 97% (SE +/- 0.03) in the RS 11-17, 97% (SE +/- 0.02) in the RS 18-25, 85% (SE +/- 0.1) in the RS 26-30 and 74% (SE +/- 0.08) in the RS ≥ 31 group. Ten year breast cancer specific survival also differed significantly (P < 0.001) between the RS groups; this risk was 100% (no deaths from breast cancer reported in the first 10 years) in RS < 11, 95% (SE +/- 0.03) in RS 11-17, 94% (SE +/- 0.04) in RS 18-25, 93% (SE +/- 0.07) in RS 26-30, and 79% (SE +/- 0.07) in the RS ≥ 31 group. CONCLUSIONS Use of Oncotype DX RS does guide the treatment decisions and correlates with the BCSS and disease-free survival for ER positive, Her2 negative, early-stage, node negative breast cancer patients.
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Affiliation(s)
- Asma Munir
- Dept. of Breast Surgery, Prince Philip Hospital, United Kingdom.
| | - Simon Holt
- Dept. of Breast Surgery, Prince Philip Hospital, United Kingdom
| | | | - Sohail Khan
- Dept. of Breast Surgery, Prince Philip Hospital, United Kingdom
| | - Dr Mark Davies
- Dept. of Oncology, Prince Philip Hospital, United Kingdom
| | - Saira Khawaja
- Dept. of Breast Surgery, Prince Philip Hospital, United Kingdom
| | - Yousef Sharaiha
- Dept. of Breast Surgery, Prince Philip Hospital, United Kingdom
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7
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Berdunov V, Laws E, Cuyun Carter G, Luo R, Russell C, Campbell S, Force J, Abdou Y. The budget impact of utilizing the Oncotype DX Breast Recurrence Score test from a US healthcare payer perspective. J Med Econ 2023; 26:973-990. [PMID: 37466220 DOI: 10.1080/13696998.2023.2235943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 06/27/2023] [Accepted: 07/10/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND AND OBJECTIVES The Oncotype DX Breast Recurrence Score test is used to estimate distant recurrence risk of hormone receptor-positive (HR+) and human epidermal growth factor receptor 2-negative (HER2-) early-stage breast cancer and inform decisions on the use of adjuvant chemotherapy. A model-based budget impact analysis compared the Oncotype DX test in combination with clinical-pathological risk against using clinical-pathological risk alone for HR+/HER2- node-negative (N0) and node-positive (N1; 1-3 axillary lymph nodes) early-stage breast cancer patients. MATERIALS AND METHODS Test and medical costs associated with treatment of breast cancer were assessed through a US healthcare payer perspective. Distributions of patients by Recurrence Score result and distant recurrence probabilities with chemo-endocrine and endocrine therapy were derived from the TAILORx (N0) and RxPONDER (N1) trials. Changes in budget impact were evaluated over a 5-year horizon for a 1,000,000-member hypothetical health plan. RESULTS With the Oncotype DX test, there was an incremental budget impact of $261,067 (per member per month (PMPM): $0.004), in the N0 population, and $56,143 (PMPM: $0.001) in the N1 population over the 5-year period. The largest budget impact reduction in the N0 population was attributed to reduced breast cancer recurrence costs (incremental: -$633,457, PMPM: -$0.011), while chemotherapy sparing reduced costs in the N1 population (incremental: -$94,884, PMPM: -$0.002). CONCLUSION The clinical benefit of using the Oncotype DX test to inform adjuvant chemotherapy decisions has been shown in multiple randomized controlled trials. This analysis demonstrated that while using the Oncotype DX test to inform adjuvant chemotherapy decisions may slightly increase US healthcare costs over an initial 5-year time horizon (driven by a cost increase in the first year with cost savings reflected in remaining 4 years), there is significant scope for cost savings when assessing beyond this period due to avoided downstream costs of distant recurrence and long-term chemotherapy adverse events. PMPM costs also remain low across all populations examined, demonstrating a close-to-neutral budget impact.
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Affiliation(s)
| | | | | | - Roger Luo
- Exact Sciences, Redwood City, CA, USA
| | | | | | - Jeremy Force
- Duke University School of Medicine, Durham, NC, USA
- Duke Cancer Institute, Durham, NC, USA
| | - Yara Abdou
- UNC School of Medicine, Chapel Hill, NC, USA
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Messinger D, Bleß HH, Haidinger R, Schumacher-Wulf E, Lux MP. Use of prognostic gene expression profiling tests in primary breast cancer treatment: a German real-world patient survey. Future Oncol 2022; 18:4371-4383. [PMID: 36656171 DOI: 10.2217/fon-2022-0354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Aims: In primary breast cancer, gene expression profiling tests can support adjuvant chemotherapy treatment decisions. Real-world test use in Germany was investigated in an online survey of female breast cancer patients (n = 475). Materials & methods: Relationships between three groups were examined for clinical and statistical relevance: no test indication (n = 353), test indication and tested (n = 65), and test indication but not tested (n = 57). Results: A total of 47% of participants with a test indication were not tested. Test rates increased by 23% from 2012-2018 (49%) to 2019-2021 (60%). A total of 65% of patients without testing received chemotherapy, whereas only 38% of tested patients received chemotherapy. Conclusion: The use of gene expression profiling tests correlates with a real-world chemotherapy reduction. Gene expression profiling testing may improve patient confidence in the decision for or against chemotherapy.
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Affiliation(s)
| | | | | | | | - Michael Patrick Lux
- Klinik für Gynäkologie und Geburtshilfe, Frauen- und Kinderklinik St. Louise, Paderborn, 33098, Germany
- Klinik für Gynäkologie und Geburtshilfe, St. Josefs-Krankenhaus, Salzkotten, 33154, Germany
- Klinik für Gynäkologie und Geburtshilfe, St. Vincenz Krankenhaus GmbH, Paderborn, 33098, Germany
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9
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Berdunov V, Millen S, Paramore A, Griffin J, Reynia S, Fryer N, Brown R, Longworth L. Cost-Effectiveness Analysis of the Oncotype DX Breast Recurrence Score ® Test in Node-Negative Early Breast Cancer. CLINICOECONOMICS AND OUTCOMES RESEARCH 2022; 14:619-633. [PMID: 36157054 PMCID: PMC9505370 DOI: 10.2147/ceor.s360049] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 08/13/2022] [Indexed: 11/23/2022] Open
Abstract
Background The 21-gene assay (the Oncotype DX Breast Recurrence Score® test) is a validated multigene assay which produces the Recurrence Score® result (RS) to inform decisions on the use of adjuvant chemotherapy in human epidermal growth factor receptor 2-negative (HER2-), hormone receptor positive (HR+) early invasive breast cancer. A model-based economic evaluation estimated the cost-effectiveness of the 21-gene assay against the use of clinical risk tools alone based on the latest evidence from prospective studies. Methods The proportion of patients assigned to chemotherapy conditional on their RS result was obtained from retrospective data from the Clalit registry. The probability of distant recurrence with endocrine and chemo-endocrine therapy conditional on RS result was obtained from TAILORx and NSABP B-20 trials. The cost-effectiveness of the 21-gene assay compared to using clinical risk tools alone was estimated in terms of cost per quality-adjusted life-year (QALY) over a lifetime horizon. Results The 21-gene assay was more effective (0.17 more quality-adjusted life years) at a lower cost (-£519) over a lifetime compared to clinical risk alone. The model results were sensitive to assumptions around the magnitude of benefit of chemotherapy in the high RS result subgroup. Other assumptions underpinning the model, such as the proportion of patients assigned to chemotherapy in the low and mid-range RS result subgroups and long-term distant recurrence probabilities, had a smaller impact on the results. Conclusion The analysis showed that the cost-effectiveness of the 21-gene assay is sensitive to assumptions for chemotherapy sparing for patients with RS 0-25 whose outcomes with endocrine therapy are no worse compared to chemotherapy-assigned patients, and a chemotherapy benefit in the RS 26-100 group. Future studies need to incorporate a wider set of tumour profiling tests other than the 21-gene assay to allow a direct comparison of their cost-effectiveness.
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10
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Davey MG, Jalali A, Ryan ÉJ, McLaughlin RP, Sweeney KJ, Barry MK, Malone CM, Keane MM, Lowery AJ, Miller N, Kerin MJ. A Novel Surrogate Nomogram Capable of Predicting OncotypeDX Recurrence Score©. J Pers Med 2022; 12:1117. [PMID: 35887614 PMCID: PMC9318604 DOI: 10.3390/jpm12071117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 07/02/2022] [Accepted: 07/06/2022] [Indexed: 11/17/2022] Open
Abstract
Background: OncotypeDX Recurrence Score© (RS) is a commercially available 21-gene expression assay which estimates prognosis and guides chemoendocrine prescription in early-stage estrogen-receptor positive, human epidermal growth factor receptor-2-negative (ER+/HER2−) breast cancer. Limitations of RS testing include the cost and turnaround time of several weeks. Aim: Our aim is to develop a user-friendly surrogate nomogram capable of predicting RS. Methods: Multivariable linear regression analyses were performed to determine predictors of RS and RS > 25. Receiver operating characteristic analysis produced an area under the curve (AUC) for each model, with training and test sets were composed of 70.3% (n = 315) and 29.7% (n = 133). A dynamic, user-friendly nomogram was built to predict RS using R (version 4.0.3). Results: 448 consecutive patients who underwent RS testing were included (median age: 58 years). Using multivariable regression analyses, postmenopausal status (β-Coefficient: 0.25, 95% confidence intervals (CIs): 0.03−0.48, p = 0.028), grade 3 disease (β-Coefficient: 0.28, 95% CIs: 0.03−0.52, p = 0.026), and estrogen receptor (ER) score (β-Coefficient: −0.14, 95% CIs: −0.22−−0.06, p = 0.001) all independently predicted RS, with AUC of 0.719. Using multivariable regression analyses, grade 3 disease (odds ratio (OR): 5.67, 95% CIs: 1.32−40.00, p = 0.037), decreased ER score (OR: 1.33, 95% CIs: 1.02−1.66, p = 0.050) and decreased progesterone receptor score (OR: 1.16, 95% CIs: 1.06−1.25, p = 0.002) all independently predicted RS > 25, with AUC of 0.740 for the static and dynamic online nomogram model. Conclusions: This study designed and validated an online user-friendly nomogram from routinely available clinicopathological parameters capable of predicting outcomes of the 21-gene RS expression assay.
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Affiliation(s)
- Matthew G. Davey
- The Lambe Institute for Translational Research, National University of Ireland, H91 TK33 Galway, Ireland; (A.J.L.); (N.M.); (M.J.K.)
- Department of Surgery, Galway University Hospitals, H91 YR71 Galway, Ireland; (É.J.R.); (R.P.M.); (K.J.S.); (M.K.B.); (C.M.M.)
| | - Amirhossein Jalali
- Department of Mathematics and Statistics, University of Limerick, V94 T9PX Limerick, Ireland;
- School of Medicine, University of Limerick, V94 T9PX Limerick, Ireland
| | - Éanna J. Ryan
- Department of Surgery, Galway University Hospitals, H91 YR71 Galway, Ireland; (É.J.R.); (R.P.M.); (K.J.S.); (M.K.B.); (C.M.M.)
| | - Ray P. McLaughlin
- Department of Surgery, Galway University Hospitals, H91 YR71 Galway, Ireland; (É.J.R.); (R.P.M.); (K.J.S.); (M.K.B.); (C.M.M.)
| | - Karl J. Sweeney
- Department of Surgery, Galway University Hospitals, H91 YR71 Galway, Ireland; (É.J.R.); (R.P.M.); (K.J.S.); (M.K.B.); (C.M.M.)
| | - Michael K. Barry
- Department of Surgery, Galway University Hospitals, H91 YR71 Galway, Ireland; (É.J.R.); (R.P.M.); (K.J.S.); (M.K.B.); (C.M.M.)
| | - Carmel M. Malone
- Department of Surgery, Galway University Hospitals, H91 YR71 Galway, Ireland; (É.J.R.); (R.P.M.); (K.J.S.); (M.K.B.); (C.M.M.)
| | - Maccon M. Keane
- Department of Medical Oncology, Galway University Hospitals, H91 YR71 Galway, Ireland;
| | - Aoife J. Lowery
- The Lambe Institute for Translational Research, National University of Ireland, H91 TK33 Galway, Ireland; (A.J.L.); (N.M.); (M.J.K.)
- Department of Surgery, Galway University Hospitals, H91 YR71 Galway, Ireland; (É.J.R.); (R.P.M.); (K.J.S.); (M.K.B.); (C.M.M.)
| | - Nicola Miller
- The Lambe Institute for Translational Research, National University of Ireland, H91 TK33 Galway, Ireland; (A.J.L.); (N.M.); (M.J.K.)
| | - Michael J. Kerin
- The Lambe Institute for Translational Research, National University of Ireland, H91 TK33 Galway, Ireland; (A.J.L.); (N.M.); (M.J.K.)
- Department of Surgery, Galway University Hospitals, H91 YR71 Galway, Ireland; (É.J.R.); (R.P.M.); (K.J.S.); (M.K.B.); (C.M.M.)
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11
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Yordanova M, Hassan S. The Role of the 21-Gene Recurrence Score ® Assay in Hormone Receptor-Positive, Node-Positive Breast Cancer: The Canadian Experience. Curr Oncol 2022; 29:2008-2020. [PMID: 35323363 PMCID: PMC8947241 DOI: 10.3390/curroncol29030163] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 03/02/2022] [Accepted: 03/04/2022] [Indexed: 01/02/2023] Open
Abstract
The management of patients with hormone receptor-positive breast cancer has changed dramatically with use of the 21-gene Recurrence Score® (RS) Assay. While the utility of the assay was initially demonstrated among node-negative patients, recent studies have also demonstrated the assay's prognostic and predictive value in node-positive patients. In Canada, the RS assay is reimbursed by provincial health insurance plans, but not all provinces have approved the use of the assay for patients with node-positive disease. Here, we provide an overview of the clinical factors that influence physician recommendation of the RS assay and, alternatively, the impact of the RS assay on patient treatment decisions in Canada. We performed a comprehensive review of the impact of the assay upon physician treatment decisions and cost in node-positive breast cancer patients within Canada and other countries. Furthermore, we evaluated biomarkers that can predict the RS result, in addition to other genomic assays that predict recurrence risk among node-positive patients. Overall, the 21-gene RS assay was shown to be a cost-effective tool that significantly reduced the use of chemotherapy in node-positive breast cancer patients in Canada.
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Affiliation(s)
- Mariya Yordanova
- Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC J1K 2R1, Canada;
| | - Saima Hassan
- Faculty of Medicine, Université de Montréal, Montréal, QC H3C 3T5, Canada
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), l’Institut de Cancer de Montréal, Montréal, QC H2X 0A9, Canada
- Division of Surgical Oncology, Department of Surgery, Centre Hospitalier de l’Université de Montréal (CHUM), Montréal, QC H2X 0C1, Canada
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12
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Chen SH, Chung WP, Huang YC, Kuo YL, Lee KT, Hsu HP, Loh ZJ, Tsai JH, Yang SR, Lee CH. Real-world utilization of the 21-gene assay in taiwanese female patients with early-stage breast cancer: Experience from a single institute. JOURNAL OF CANCER RESEARCH AND PRACTICE 2022. [DOI: 10.4103/2311-3006.355306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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13
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Tesch ME, Speers C, Diocee RM, Gondara L, Peacock SJ, Nichol A, Lohrisch CA. Impact of TAILORx on chemotherapy prescribing and 21-gene recurrence score-guided treatment costs in a population-based cohort of patients with breast cancer. Cancer 2021; 128:665-674. [PMID: 34855202 DOI: 10.1002/cncr.33982] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 09/13/2021] [Accepted: 10/04/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND The trial assigning individualized options for treatment (Rx) (TAILORx) confirmed the predictive value of the 21-gene recurrence score (RS) assay in hormone receptor (HR)-positive, HER2-negative, node-negative breast cancer and established thresholds for chemotherapy benefit in younger and older patients. Real-world chemotherapy use and RS-guided treatment costs in British Columbia post-TAILORx were examined. METHODS The authors assembled 3 cohorts of HR-positive, HER2-negative, node-negative patients with breast cancer defined by diagnosis: before RS funding (cohort 1 [C1]: January 2013-December 2013), after introduction of public RS funding (cohort 2 [C2]: July 2015-June 2016), and after TAILORx results (cohort 3 [C3]: July 2018-June 2019). Chemotherapy use was compared between cohorts by age and RS. Budgetary impacts of RS testing on chemotherapy costs were evaluated pre- and post-TAILORx. RESULTS Among the 2066 patients included, chemotherapy use declined by 19% after RS funding was introduced and by an additional 23% after TAILORx publication (P = .001). Reduction in chemotherapy use was significant for RS 11-20 tumors (C3 vs C2, P = .004). There was no significant change in chemotherapy use in patients >50 years old (C2:12% vs C3:10%, P = .22). RS testing was associated with higher cost savings post-TAILORx, except in patients 70 to 80 years old, where testing led to excess costs when adjusting for the low rate of RS-concordant chemotherapy prescribed. CONCLUSIONS TAILORx has had population-based impacts on chemotherapy prescribing in intermediate RS tumors and patients ≤50 years old. The lower clinical use of RS and increased spending in patients 70-80 years old highlights the importance of careful selection of older candidates for high-cost genomic testing. LAY SUMMARY The 21-gene recurrence score (RS) test helps predict whether patients with hormone-positive, HER2-negative, lymph node-negative breast cancer are likely to benefit from chemotherapy. The recent trial assigning individualized options for treatment (Rx) (TAILORx) found that patients with intermediate RS tumors did not benefit from chemotherapy. The authors assessed whether TAILORx results translated to real-world changes in chemotherapy prescribing patterns. In this study, chemotherapy use decreased by 23% after TAILORx, with the greatest reductions seen among intermediate RS tumors and younger patients. In contrast, RS testing had lower clinical value and increased treatment costs in elderly patients, which requires further study to ensure optimal care for this age group.
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Affiliation(s)
- Megan E Tesch
- Department of Medical Oncology, BC Cancer, Vancouver, British Columbia, Canada
| | - Caroline Speers
- Breast Cancer Outcomes Unit, BC Cancer, Vancouver, British Columbia, Canada
| | - Rekha M Diocee
- Breast Cancer Outcomes Unit, BC Cancer, Vancouver, British Columbia, Canada
| | - Lovedeep Gondara
- Breast Cancer Outcomes Unit, BC Cancer, Vancouver, British Columbia, Canada
| | - Stuart J Peacock
- Canadian Centre for Applied Research in Cancer Control, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Alan Nichol
- Department of Radiation Oncology, BC Cancer, Vancouver, British Columbia, Canada
| | - Caroline A Lohrisch
- Department of Medical Oncology, BC Cancer, Vancouver, British Columbia, Canada
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14
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Malam Y, Rabie M, Geropantas K, Alexander S, Pain S, Youssef M. The impact of Oncotype DX testing on adjuvant chemotherapy decision making in 1-3 node positive breast cancer. Cancer Rep (Hoboken) 2021; 5:e1546. [PMID: 34664429 PMCID: PMC9351646 DOI: 10.1002/cnr2.1546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 06/21/2021] [Accepted: 07/19/2021] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Oncotype DX testing has reduced the use of adjuvant chemotherapy in node-negative early breast cancer but less is known about its impact in node positive patients. AIM This study aimed to investigate the impact of Oncotype DX gene assay testing on the decision to offer adjuvant chemotherapy in oestrogen positive, human epidermal growth factor receptor 2 negative, 1-3 lymph node positive patients. METHODS Retrospective review of all node positive patients who underwent Oncotype DX testing at a single centre. Clinicopathological data, as well as estimated survival benefit data (from the PREDICT tool), was evaluated by a multidisciplinary group of surgeons and oncologists. Treatment decisions based on clinicopathological data were compared to recurrence scores (RS). A cut off RS > 30 was used to offer adjuvant chemotherapy. RESULTS The 69 patients were identified, of which 9 (13%) had an RS > 30 and assigned a high-genomic risk of recurrence. The 32 patients (46.4%) were offered adjuvant chemotherapy. Overall based on the use of the RS, the decision to offer adjuvant chemotherapy changed in 36% of patients, and ultimately 24 patients (34.7%) would have been spared chemotherapy. CONCLUSION Using clinicopathological data alone to make decisions regarding adjuvant chemotherapy in node positive breast cancer leads to overtreatment. Additional information on tumour biology as assessed by the Oncotype DX RS helps to select those patients who will benefit from adjuvant chemotherapy and spare patients from unnecessary chemotherapy.
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Affiliation(s)
- Yogeshkumar Malam
- Department of Breast Surgery, Norfolk and Norwich University Hospital Trust, Norwich, UK
| | - Mohamed Rabie
- Department of Breast Surgery, Norfolk and Norwich University Hospital Trust, Norwich, UK.,Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | | | - Susanna Alexander
- Department of Oncology, Norfolk and Norwich University Hospital Trust, Norwich, UK
| | - Simon Pain
- Department of Breast Surgery, Norfolk and Norwich University Hospital Trust, Norwich, UK
| | - Mina Youssef
- Department of Breast Surgery, Norfolk and Norwich University Hospital Trust, Norwich, UK.,Surgical Oncology, National Cancer Institute, Cairo University, Cairo, Egypt
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15
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Acuna N, Plascak JJ, Tsui J, Stroup AM, Llanos AAM. Oncotype DX Test Receipt among Latina/Hispanic Women with Early Invasive Breast Cancer in New Jersey: A Registry-Based Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:5116. [PMID: 34065945 PMCID: PMC8151910 DOI: 10.3390/ijerph18105116] [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] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 04/29/2021] [Accepted: 05/06/2021] [Indexed: 11/21/2022]
Abstract
Oncotype DX® (ODX) is a valid test of breast cancer (BC) recurrence risk and chemotherapy benefit. The purpose of this study was to examine prevalence of and factors associated with receipt of ODX testing among eligible Latinas/Hispanics diagnosed with BC. Sociodemographic and tumor data of BC cases diagnosed between 2008 and 2017 among Latina/Hispanic women (n = 5777) were from the New Jersey State Cancer Registry (NJSCR). Eligibility for ODX testing were based on National Comprehensive Cancer Network guidelines. Multivariable logistic regression models of ODX receipt among eligible women were used to estimate adjusted odds ratios (AOR) and 95% confidence intervals (CI) by demographic and clinicopathologic factors. One-third of Latinas/Hispanics diagnosed with BC were eligible for ODX testing. Among the eligible, 60.9% received ODX testing. Older age (AOR 0.08, 95% CI: 0.04, 0.14), low area-level SES (AOR 0.58, 95% CI: 0.42, 0.52), and being uninsured (AOR 0.58, 95% CI: 0.39, 0.86) were associated with lower odds of ODX testing. While there was relatively high ODX testing among eligible Latina/Hispanic women with BC in New Jersey, our findings suggest that age, insurance status, and area-level SES contribute to unequal access to genetic testing in this group, which might impact BC outcomes.
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Affiliation(s)
- Nicholas Acuna
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90032, USA; (N.A.); (J.T.)
| | - Jesse J. Plascak
- Department of Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH 43210, USA;
| | - Jennifer Tsui
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90032, USA; (N.A.); (J.T.)
| | - Antoinette M. Stroup
- Department of Biostatistics & Epidemiology, Rutgers School of Public Health, Piscataway, NJ 08854, USA;
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08901, USA
- New Jersey State Cancer Registry, New Jersey Department of Health, Trenton, NJ 08625, USA
| | - Adana A. M. Llanos
- Department of Biostatistics & Epidemiology, Rutgers School of Public Health, Piscataway, NJ 08854, USA;
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08901, USA
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16
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Davey MG, Ryan ÉJ, Abd Elwahab S, Elliott JA, McAnena PF, Sweeney KJ, Malone CM, McLaughlin R, Barry MK, Keane MM, Lowery AJ, Kerin MJ. Clinicopathological correlates, oncological impact, and validation of Oncotype DX™ in a European Tertiary Referral Centre. Breast J 2021; 27:521-528. [PMID: 33709552 DOI: 10.1111/tbj.14217] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 02/20/2021] [Accepted: 02/22/2021] [Indexed: 02/06/2023]
Abstract
Oncotype DX™ (ODX) score estimates prognosis and predicts breast cancer recurrence. It also individualizes patient adjuvant chemotherapy prescription in breast cancer. This assay relies on genetic and molecular markers; the clinicopathological phenotype of which are tested routinely. The aim of this study was determine whether clinicopathological and immunohistochemical information predicts ODX recurrence score (RS). Secondly, to assess the impact on adjuvant chemotherapy (AC) and oncological outcome of ODX testing in patients in a European tertiary referral center. Estrogen receptor positive (ER+), human epidermal growth factor receptor-2 negative (HER2-), lymph node negative (LN-), and female breast cancer patients with ODX testing performed between 2007 and 2015 were categorized into low- (<11), intermediate- (11-25), and high-risk (>25) groups. Clinicopathological and immunohistochemical correlates of RS were determined. Predictors of RS were assessed using binary logistic regression. Oncological outcome was assessed using Kaplan-Meier and Cox regression analyses. ODX was performed in 400 consecutive ER+LN- patients. Median follow-up was 74.1 months (3.0-144.4). Low grade (odds ratio [OR]:2.39; 95% confidence interval [CI]:1.04-5.51, p = 0.041) independently predicted low ODX, while high grade (OR:2.04; 95% CI: 1.19-3.49, p = 0.009) and reduced progesterone receptor (PgR) expression (OR: 2.57, 95% CI: 1.42-4.65, p = 0.002) independently predicted high ODX. Omission of AC in intermediate- (p = 0.159) and high-risk (p = 0.702) groups did not negatively impact survival. In conclusion, tumor grade independently predicts low and high RS, while PgR negativity predicts high RS. ODX reduced AC prescription without compromising oncological outcome.
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Affiliation(s)
- Matthew G Davey
- Department of Surgery, Galway University Hospitals, Galway, Ireland.,The Lambe Institute for Translational Research, National University of Ireland, Galway, Ireland
| | - Éanna J Ryan
- Department of Surgery, Galway University Hospitals, Galway, Ireland
| | - Sami Abd Elwahab
- Department of Surgery, Galway University Hospitals, Galway, Ireland
| | - Jessie A Elliott
- Department of Surgery, Galway University Hospitals, Galway, Ireland
| | - Peter F McAnena
- Department of Surgery, Galway University Hospitals, Galway, Ireland
| | - Karl J Sweeney
- Department of Surgery, Galway University Hospitals, Galway, Ireland
| | - Carmel M Malone
- Department of Surgery, Galway University Hospitals, Galway, Ireland
| | - Ray McLaughlin
- Department of Surgery, Galway University Hospitals, Galway, Ireland
| | - Michael K Barry
- Department of Surgery, Galway University Hospitals, Galway, Ireland
| | - Maccon M Keane
- Department of Medical Oncology, Galway University Hospitals, Galway, Ireland
| | - Aoife J Lowery
- Department of Surgery, Galway University Hospitals, Galway, Ireland.,The Lambe Institute for Translational Research, National University of Ireland, Galway, Ireland
| | - Michael J Kerin
- Department of Surgery, Galway University Hospitals, Galway, Ireland.,The Lambe Institute for Translational Research, National University of Ireland, Galway, Ireland
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17
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Alkushi A, Omair A, Masuadi E, Alamri G, Abusanad A, Abdelhafiez N, Mohamed AE, Abulkhair O. The Level of Agreement Among Medical Oncologists on Adjuvant Chemotherapy Decision for Breast Cancer in Pre and Post-Oncotype DX Settings. Cureus 2021; 13:e13298. [PMID: 33738150 PMCID: PMC7958828 DOI: 10.7759/cureus.13298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/11/2021] [Indexed: 11/05/2022] Open
Abstract
INTRODUCTION The Oncotype DX assay plays an important role in the identification of the specific subset of hormone receptor (HR)-positive and node-negative breast cancer (BC) patients, who would benefit the most from adjuvant chemotherapy. The current study aimed at assessing the level of agreement among medical oncologists on adjuvant chemotherapy decisions before and after Oncotype DX, as well as the intra-observer agreement of each medical oncologist's decision of prescribing adjuvant chemotherapy based on clinicopathological and immunohistochemical parameters only and followed by Oncotype DX recurrence score (RS) results. METHODS A retrospective analysis of data related to clinicopathological and immunohistochemical parameters, and Oncotype DX RS result for 145 female, estrogen receptor (ER)-positive, HER2 negative, and both node-negative and positive BC patients was performed. Initially, the data without Oncotype DX RS was sent to 16 oncologists in multiple centers in the Middle East. After one week, the same data with the shuffling of cases were sent to the oncologists with the addition of the Oncotype DX RS result for each patient. The inter and intra-observer agreement (kappa and Fleiss multi-rater kappa) among oncologists' decision of prescribing adjuvant chemotherapy pre and post-Oncotype DX RS results were assessed. Oncotype DX risk scores were used as continuous variables as well as based on old RS grouping, categorized into low (0-17), intermediate (18-30), and high risk (≥ 31) groups. A test with a p-value of < 0 .05 will be considered statistically significant. RESULTS The mean age ± SD of the cohort was 51.9 ± 9.4 years. Sixty-nine patients (47.6%) were premenopausal whereas 76 patients (52.4%) were postmenopausal. The mean Oncotype DX RS was 17.8 ± 8.6 and 54.5% had low recurrence risk (RR), 37.9% had intermediate RR and only 7.6% had high RR. The majority of our cases were grade two (53.1%) and T stage one (49%), whereas 29.7% had positive one to three lymph nodes. The addition of Oncotype DX results improved the agreement among oncologists' decision from fair to moderate (kappa = 0.52; p <0.001). On average, an oncologist's decision of prescribing adjuvant chemotherapy pre and post-Oncotype DX had an agreement in 70.6% of the cases, with agreement observed mostly for cases where the initial decision of adjuvant chemotherapy was (no) and it was retained with post-Oncotype DX assay (46.1%), compared to 24.5% cases where the initial decision was (yes) and it was retained with post-Oncotype DX assay (kappa = 0.39; p <0.001). The addition of the Oncotype DX RS result avoided chemotherapy in 20.4% of cases and identified 9% of cases as candidates for adjuvant chemotherapy (kappa = 0.38; p <0.001). The disagreement was highest among cases with intermediate RR (33.6%) followed by high and low RR (31.3% and 21.6%) with a statistical significance of <0.001. CONCLUSION We conclude that the Oncotype DX RS significantly influenced the decision to prescribe adjuvant chemotherapy among HR-positive, HER2 negative, and both node-negative and positive patients, as it increased the level of agreement among oncologists and led to a decrease in the use of adjuvant chemotherapy compared to the pre-Oncotype recommendations.
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Affiliation(s)
- Abdulmohsen Alkushi
- Pathology, King Abdulaziz Medical City of National Guard, Riyadh, SAU
- Pathology, College of Medicine, King Saud bin Abdulaziz University for Health Sciences & King Abdullah International Medical Research Center, Riyadh, SAU
| | - Ahmad Omair
- Pathology, College of Science & Health Professions, King Saud bin Abdulaziz University for Health Sciences & King Abdullah International Medical Research Center, Riyadh, SAU
| | - Emad Masuadi
- Research Unit/Biostatistics, College of Medicine, King Saud bin Abdulaziz University for Health Sciences & King Abdullah International Medical Research Center, Riyadh, SAU
| | - Ghaida Alamri
- Medicine, College of Medicine, King Saud bin Abdulaziz University for Health Sciences & King Abdullah International Medical Research Center, Riyadh, SAU
| | | | - Nafisa Abdelhafiez
- Medical Oncology, King Abdulaziz Medical City of National Guard, Riyadh, SAU
| | - Amin E Mohamed
- Medical Oncology, King Abdulaziz Medical City of National Guard, Riyadh, SAU
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18
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Zhang M, Sadinski M, Haddad D, Bae MS, Martinez D, Morris EA, Gibbs P, Sutton EJ. Background Parenchymal Enhancement on Breast MRI as a Prognostic Surrogate: Correlation With Breast Cancer Oncotype Dx Score. Front Oncol 2021; 10:595820. [PMID: 33614481 PMCID: PMC7890019 DOI: 10.3389/fonc.2020.595820] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 12/11/2020] [Indexed: 12/11/2022] Open
Abstract
Purpose Breast MRI background parenchymal enhancement (BPE) can potentially serve as a prognostic marker, by possible correlation with molecular subtype. Oncotype Dx, a gene assay, is a prognostic and predictive surrogate for tumor aggressiveness and treatment response. The purpose of this study was to investigate the association between contralateral non-tumor breast magnetic resonance imaging (MRI) background parenchymal enhancement and tumor oncotype score. Methods In this retrospective study, patients with ER+ and HER2− early stage invasive ductal carcinoma who underwent preoperative breast MRI, oncotype risk scoring, and breast conservation surgery from 2008–2010 were identified. After registration, BPE from the pre and three post-contrast phases was automatically extracted using a k-means clustering algorithm. Four metrics were calculated: initial enhancement (IE) relative to the pre-contrast signal, late enhancement, overall enhancement (OE), and area under the enhancement curve (AUC). Histogram analysis was performed to determine first order metrics which were compared to oncotype risk score groups using Mann–Whitney tests and Spearman rank correlation analysis. Results This study included 80 women (mean age = 51.1 ± 10.3 years); 46 women were categorized as low risk (≤17) and 34 women were categorized as intermediate/high risk (≥18) according to Oncotype Dx. For the mean of the top 10% pixels, significant differences were noted for IE (p = 0.032), OE (p = 0.049), and AUC (p = 0.044). Using the risk score as a continuous variable, correlation analysis revealed a weak but significant correlation with the mean of the top 10% pixels for IE (r = 0.26, p = 0.02), OE (r = 0.25, p = 0.02), and AUC (r = 0.27, p = 0.02). Conclusion BPE metrics of enhancement in the non-tumor breast are associated with tumor Oncotype Dx recurrence score, suggesting that the breast microenvironment may relate to likelihood of recurrence and magnitude of chemotherapy benefit.
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Affiliation(s)
- Michelle Zhang
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States.,Department of Radiology, McGill University, Montreal, QC, Canada
| | - Meredith Sadinski
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Dana Haddad
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States.,Department of Radiology, Montefiore, New York, NY, United States.,Department of Radiology, Mediclinic Middle East, Dubai, United Arab Emirates.,College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Min Sun Bae
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States.,Department of Radiology, Seoul National University Hospital, Seoul, South Korea
| | - Danny Martinez
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Elizabeth A Morris
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Peter Gibbs
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Elizabeth J Sutton
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
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19
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Zhu X, Dent S, Paquet L, Zhang T, Tesolin D, Graham N, Aseyev O, Song X. How Canadian Oncologists Use Oncotype DX for Treatment of Breast Cancer Patients. ACTA ACUST UNITED AC 2021; 28:800-812. [PMID: 33557029 PMCID: PMC7985759 DOI: 10.3390/curroncol28010077] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 01/25/2021] [Accepted: 01/28/2021] [Indexed: 12/20/2022]
Abstract
Background: The literature suggests that medical oncologists differ on how they use the Oncotype DX (ODX) genomic assay for making decisions about systemic therapy in breast cancer patients. Given the emergence of data supporting the use of genomic profiling for the prognosis and predicting benefit of chemotherapy, we surveyed medical oncologists in Canada to assess their usage and perception of the ODX assay. Methods: A 34-item survey was distributed to Canadian medical oncologists via the Canadian Association of Medical Oncologists. Data was collected on physician demographics, ODX usage patterns, and physicians’ perception of the impact clinical and pathologic characteristics make on ODX utilization. Results: Response rate was 20.6% with 47 responses received from 228 survey sent. Forty-five responses were eligible for analysis. Sixty-two percent (28/45) of respondents treated predominantly breast cancer, and 60% (27/45) have been in practice for at least 10 years. The most cited reason for using ODX was to avoid giving patients unnecessary chemotherapy (64%; 29/45). Sixty-seven percent (30/45) deferred making treatment decisions until ODX testing was completed. Factors most strongly impacting ODX utilization included: patient request, medical comorbidities and tumor grade. In clinical scenarios, ODX was more frequently selected for patients aged 40–65 (vs. <40 or >65), grade 2 tumors (vs. grade 1 or 3), and Ki-67 index of 10–20% (vs. <10% or >20%). Conclusions: This survey demonstrated that Canadian medical oncologists are preferentially using ODX to avoid giving patients unnecessary chemotherapy. The utilization of ODX is mainly in patients with intermediate clinical and pathologic features.
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Affiliation(s)
- Xiaofu Zhu
- The Ottawa Hospital Cancer Center, University of Ottawa, Ottawa, ON K1H 8L6, Canada; (X.Z.); (S.D.); (N.G.); (X.S.)
| | - Susan Dent
- The Ottawa Hospital Cancer Center, University of Ottawa, Ottawa, ON K1H 8L6, Canada; (X.Z.); (S.D.); (N.G.); (X.S.)
- Duke Cancer Institute, Duke University, Durham, NC 27710, USA
| | - Lise Paquet
- Department of Psychology, Carleton University, Ottawa, ON K1S 5B6, Canada;
| | - Tinghua Zhang
- Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, ON K1Y 4E9, Canada;
| | - Daniel Tesolin
- Northern Ontario School of Medicine, Lakehead University, Thunder Bay, ON P3E 2C6, Canada;
| | - Nadine Graham
- The Ottawa Hospital Cancer Center, University of Ottawa, Ottawa, ON K1H 8L6, Canada; (X.Z.); (S.D.); (N.G.); (X.S.)
| | - Olexiy Aseyev
- Regional Cancer Care Northwest, Thunder Bay Regional Health Sciences Centre, Thunder Bay, ON P7B 6V4, Canada
- Correspondence:
| | - Xinni Song
- The Ottawa Hospital Cancer Center, University of Ottawa, Ottawa, ON K1H 8L6, Canada; (X.Z.); (S.D.); (N.G.); (X.S.)
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20
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Zhou P, Zhang WW, Bao Y, Wang J, Lian CL, He ZY, Wu SG. Chemotherapy and 21-gene recurrence score testing for older breast cancer patients: A competing-risks analysis. Breast 2020; 54:319-327. [PMID: 33278648 PMCID: PMC7718160 DOI: 10.1016/j.breast.2020.11.018] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 11/09/2020] [Accepted: 11/26/2020] [Indexed: 12/24/2022] Open
Abstract
PURPOSE To evaluate the effect of the 21-gene recurrence score (RS) assay in breast cancer-specific mortality (BCSM) and decision-making for chemotherapy in older (aged ≥65 years) breast cancer. METHODS We retrospectively included older patients with T1-2N0 and estrogen receptor-positive breast cancer in the Surveillance, Epidemiology, and End Results database. Cox regression model and competing-risks model were used for data analysis. RESULTS This study included 8524 patients, 1987 (23.3%) had low RS, 5059 (59.4%) had intermediate RS, and 1478 (17.3%) had high RS. Chemotherapy was administrated in 2.0%, 8.6%, and 51.2% for low, intermediate, and high RS cohorts, respectively (P < 0.001). A total of 597 deaths were recorded, including one-quarter of breast cancer-related deaths and three-quarters as competing causes of death. The 5-year BCSM was 5.4%, 4.7%, and 9.1% for low, intermediate, and high RS cohorts, respectively (P < 0.001), using the Cox regression model, and was 0.8%, 0.9%, and 5.2% for low, intermediate, and high RS cohorts using the competing-risks regression, respectively (P < 0.001). RS was independently correlated with BCSM in both prognostic models. The stratified analysis demonstrated that chemotherapy was not correlated with a lower risk of BCSM in intermediate and high RS cohorts in both prognostic models. Sensitivity analyses replicated similar findings after stratification by the year of diagnosis and patients' age. CONCLUSIONS The competing-risks model is useful in dealing with multiple end events for older breast cancer patients. 21-gene RS was independently associated with BCSM. However, chemotherapy did not significantly decrease the risk of BCSM in intermediate and high RS cohorts.
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Affiliation(s)
- Ping Zhou
- Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, 361003, People's Republic of China
| | - Wen-Wen Zhang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, 510060, People's Republic of China
| | - Yong Bao
- Department of Radiation Oncology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Jun Wang
- Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, 361003, People's Republic of China
| | - Chen-Lu Lian
- Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, 361003, People's Republic of China
| | - Zhen-Yu He
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, 510060, People's Republic of China.
| | - San-Gang Wu
- Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, Xiamen, 361003, People's Republic of China.
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21
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Harnan S, Tappenden P, Cooper K, Stevens J, Bessey A, Rafia R, Ward S, Wong R, Stein RC, Brown J. Tumour profiling tests to guide adjuvant chemotherapy decisions in early breast cancer: a systematic review and economic analysis. Health Technol Assess 2020; 23:1-328. [PMID: 31264581 DOI: 10.3310/hta23300] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Breast cancer and its treatment can have an impact on health-related quality of life and survival. Tumour profiling tests aim to identify whether or not women need chemotherapy owing to their risk of relapse. OBJECTIVES To conduct a systematic review of the effectiveness and cost-effectiveness of the tumour profiling tests oncotype DX® (Genomic Health, Inc., Redwood City, CA, USA), MammaPrint® (Agendia, Inc., Amsterdam, the Netherlands), Prosigna® (NanoString Technologies, Inc., Seattle, WA, USA), EndoPredict® (Myriad Genetics Ltd, London, UK) and immunohistochemistry 4 (IHC4). To develop a health economic model to assess the cost-effectiveness of these tests compared with clinical tools to guide the use of adjuvant chemotherapy in early-stage breast cancer from the perspective of the NHS and Personal Social Services. DESIGN A systematic review and health economic analysis were conducted. REVIEW METHODS The systematic review was partially an update of a 2013 review. Nine databases were searched in February 2017. The review included studies assessing clinical effectiveness in people with oestrogen receptor-positive, human epidermal growth factor receptor 2-negative, stage I or II cancer with zero to three positive lymph nodes. The economic analysis included a review of existing analyses and the development of a de novo model. RESULTS A total of 153 studies were identified. Only one completed randomised controlled trial (RCT) using a tumour profiling test in clinical practice was identified: Microarray In Node-negative Disease may Avoid ChemoTherapy (MINDACT) for MammaPrint. Other studies suggest that all the tests can provide information on the risk of relapse; however, results were more varied in lymph node-positive (LN+) patients than in lymph node-negative (LN0) patients. There is limited and varying evidence that oncotype DX and MammaPrint can predict benefit from chemotherapy. The net change in the percentage of patients with a chemotherapy recommendation or decision pre/post test ranged from an increase of 1% to a decrease of 23% among UK studies and a decrease of 0% to 64% across European studies. The health economic analysis suggests that the incremental cost-effectiveness ratios for the tests versus current practice are broadly favourable for the following scenarios: (1) oncotype DX, for the LN0 subgroup with a Nottingham Prognostic Index (NPI) of > 3.4 and the one to three positive lymph nodes (LN1-3) subgroup (if a predictive benefit is assumed); (2) IHC4 plus clinical factors (IHC4+C), for all patient subgroups; (3) Prosigna, for the LN0 subgroup with a NPI of > 3.4 and the LN1-3 subgroup; (4) EndoPredict Clinical, for the LN1-3 subgroup only; and (5) MammaPrint, for no subgroups. LIMITATIONS There was only one completed RCT using a tumour profiling test in clinical practice. Except for oncotype DX in the LN0 group with a NPI score of > 3.4 (clinical intermediate risk), evidence surrounding pre- and post-test chemotherapy probabilities is subject to considerable uncertainty. There is uncertainty regarding whether or not oncotype DX and MammaPrint are predictive of chemotherapy benefit. The MammaPrint analysis uses a different data source to the other four tests. The Translational substudy of the Arimidex, Tamoxifen, Alone or in Combination (TransATAC) study (used in the economic modelling) has a number of limitations. CONCLUSIONS The review suggests that all the tests can provide prognostic information on the risk of relapse; results were more varied in LN+ patients than in LN0 patients. There is limited and varying evidence that oncotype DX and MammaPrint are predictive of chemotherapy benefit. Health economic analyses indicate that some tests may have a favourable cost-effectiveness profile for certain patient subgroups; all estimates are subject to uncertainty. More evidence is needed on the prediction of chemotherapy benefit, long-term impacts and changes in UK pre-/post-chemotherapy decisions. STUDY REGISTRATION This study is registered as PROSPERO CRD42017059561. FUNDING The National Institute for Health Research Health Technology Assessment programme.
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Affiliation(s)
- Sue Harnan
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Paul Tappenden
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Katy Cooper
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - John Stevens
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Alice Bessey
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Rachid Rafia
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Sue Ward
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Ruth Wong
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Robert C Stein
- University College London Hospitals Biomedical Research Centre, London, UK.,Research Department of Oncology, University College London, London, UK
| | - Janet Brown
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
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22
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Wallerstedt SM, Nilsson Ek A, Olofsson Bagge R, Kovács A, Strandell A, Linderholm B. Personalised medicine and the decision to withhold chemotherapy in early breast cancer with intermediate risk of recurrence - a systematic review and meta-analysis. Eur J Clin Pharmacol 2020; 76:1199-1211. [PMID: 32504183 PMCID: PMC7419442 DOI: 10.1007/s00228-020-02914-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 05/25/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE To assess the evidence for decision making, at the health care and the patient levels, regarding the use of gene expression assays to inform chemotherapy decisions in breast cancer patients with intermediate clinical risk of recurrence. METHODS Systematic literature searches were performed (January 2002-April 2020) in Medline, Embase, PubMed, Cochrane Library, PsycINFO and HTA databases. INCLUSION CRITERIA patients (P) were individuals with post-surgical breast cancer at intermediate clinical risk of recurrence; intervention (I)/comparison (C) was (i) use of, versus no use of, a gene expression assay and (ii) withholding versus providing chemotherapy; outcomes (O) were overall survival (OS), health-related quality of life (HRQL), and recurrence. Randomised controlled trials (RCTs) and non-RCTs were included. Random-effects meta-analyses were performed where possible. RESULTS Three inconclusive non-RCTs, respectively, compared OS and recurrence with and without a gene expression assay. No studies investigated HRQL. Regarding the comparison withholding versus providing chemotherapy based on a gene expression assay, one RCT and four non-RCTs evaluated OS. In the RCT, 93.9% (I) versus 93.8% (C) were alive at 9 years. Three RCTs and seven non-RCTs evaluated recurrence. Three RCTs could be pooled regarding distant recurrence; 4.29% versus 3.88% had such an event (risk ratio: 1.12 (95% confidence interval: 0.90 to 1.39). CONCLUSION Regarding the use of gene expression assays in breast cancer, evidence on patient effects, informing patient-level chemotherapy decision making, is available. However, evidence for prioritisation at the overall health care level, i.e. use of, versus no use of, such assays, is largely lacking.
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Affiliation(s)
- Susanna M Wallerstedt
- HTA-centrum, Sahlgrenska University Hospital, Region Västra Götaland, Gothenburg, Sweden.
- Department of Pharmacology, Sahlgrenska Academy, University of Gothenburg, Box 431, SE-405 30, Gothenburg, Sweden.
| | - Astrid Nilsson Ek
- Department of Oncology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Roger Olofsson Bagge
- Sahlgrenska Cancer Center, Department of Surgery, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Anikó Kovács
- Department of Clinical Pathology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Annika Strandell
- HTA-centrum, Sahlgrenska University Hospital, Region Västra Götaland, Gothenburg, Sweden
- Department of Obstetrics and Gynecology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Barbro Linderholm
- Department of Oncology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Oncology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
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23
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Dinan MA, Wilson LE, Reed SD. Chemotherapy Costs and 21-Gene Recurrence Score Genomic Testing Among Medicare Beneficiaries With Early-Stage Breast Cancer, 2005 to 2011. J Natl Compr Canc Netw 2020; 17:245-254. [PMID: 30865923 DOI: 10.6004/jnccn.2018.7097] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 10/11/2018] [Indexed: 11/17/2022]
Abstract
BACKGROUND This study examined whether associations between 21-gene recurrence score (RS) genomic testing and lower costs among patients with early-stage, estrogen receptor-positive breast cancer are observable in real-world data from the Medicare population. METHODS A retrospective cohort study was conducted using SEER-Medicare data for a nationally representative sample of Medicare beneficiaries diagnosed from 2005 through 2011. The main outcomes were associations between RS testing and overall and chemotherapy-specific costs. The primary analysis was restricted to patients aged 66 to 75 years. RESULTS The primary analysis comprised 30,058 patients. Mean costs 1 year after diagnosis were $35,940 [SD, $28,894] overall, $51,127 [33,386] for clinically high-risk disease, $33,225 [$27,711] for intermediate-risk disease, and $26,695 [$19,532] for low-risk disease. Chemotherapy-specific costs followed similar trends. In multivariable analyses, RS testing was associated with significantly lower costs among high-risk patients in terms of both relative costs (cost ratio, 0.88; 99% CI, 0.82-0.94) and absolute costs ($6,606; 99% CI, $39,223-$9,290). Higher costs among low-risk and intermediate-risk patients were mainly caused by higher noncancer costs. In sensitivity analyses that included all patients aged ≥66 years (N=64,996), associations between RS testing and costs among high-risk patients were similar but less pronounced because of lower overall use of chemotherapy. CONCLUSIONS RS testing was associated with lower overall and chemotherapy-related costs in patients with high-risk disease, consistent with lower chemotherapy use among these patients. Higher overall costs for patients with intermediate-risk and low-risk disease were driven largely by non-treatment-related costs.
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Affiliation(s)
- Michaela A Dinan
- Duke Clinical Research Institute.,Duke Cancer Institute, and.,Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Lauren E Wilson
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Shelby D Reed
- Duke Clinical Research Institute.,Duke Cancer Institute, and.,Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
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24
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Oncotype DX Breast Recurrence Score®: A Review of its Use in Early-Stage Breast Cancer. Mol Diagn Ther 2020; 24:621-632. [DOI: 10.1007/s40291-020-00482-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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25
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Zambelli A, Simoncini E, Giordano M, La Verde N, Farina G, Torri V, Colombo G, Piacentini G, Fotia V, Vassalli L, Pugliese P, Poletti P, Caremoli ER, Tondini C. Prospective observational study on the impact of the 21-gene assay on treatment decisions and resources optimization in breast cancer patients in Lombardy: The BONDX study. Breast 2020; 52:1-7. [PMID: 32325372 PMCID: PMC7375559 DOI: 10.1016/j.breast.2020.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 04/04/2020] [Accepted: 04/07/2020] [Indexed: 12/29/2022] Open
Abstract
PURPOSE Adjuvant treatment decisions in early breast cancer (eBC) have traditionally been driven by risk stratification based on clinical and pathological risk factors. The 21-gene Oncotype DX® assay has been validated as a predictive test for benefit from adjuvant chemotherapy (CT), hence assessing its impact in clinical decisions is of high interest. The objective of this study was to estimate the rate of adjuvant treatment decision modification impacted by the Recurrence Score® result, and the consequent budget impact. METHODS The study was a multicentre, prospective, real-life experience in Lombardy (Italy) including consecutive patients with T1-T3, N0-N1a, and ER+/HER2-eBC with clinical-pathologic "intermediate risk" of relapse. The change in treatment recommendations was assessed before and after availability of Recurrence Score result. A budget model evaluated the implications of 21-gene testing in the study population. RESULTS The overall proportion of CT recommendations was reduced from 24.6% to 15.2% after 21-gene testing, with a major impact in patients initially considered for CT plus hormone therapy (CHT). In these patients, the total budget was reduced, leading to a net saving of -€81,017. The greater the physician propensity to prescribe CHT, the higher the potential savings for the health system from sparing CT in most tested patients. CONCLUSIONS Our real-life experience suggests that all intermediate-risk ER+/HER2-eBC patients who are initially deemed candidates for CHT should be tested with the 21-gene test. The potential to spare CT in at least half of them offers relevant advantages for patients and national health services.
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Affiliation(s)
| | - Edda Simoncini
- Breast Unit, Oncologia, ASST Spedali Civili, Brescia, Italy
| | | | - Nicla La Verde
- USC Oncologia ASST Fatebenefratelli Sacco, PO Sacco, Milano, Italy
| | - Gabriella Farina
- USC Oncologia ASST Fatebenefratelli Sacco, PO Fatebenefratelli, Milano, Italy
| | - Valter Torri
- Lab Metodologia per La Ricerca Clinica, IRCCS Istituto di Ricerche Farmacologiche Mario Negri, Milano, Italy
| | - Giorgio Colombo
- S.A.V.E. Studio Analisi Valutazioni Economiche, Milano, Italy
| | | | | | - Lucia Vassalli
- Breast Unit, Oncologia, ASST Spedali Civili, Brescia, Italy
| | - Palma Pugliese
- USC Oncologia ASST Lariana Ospedale S. Anna, Como, Italy
| | - Paola Poletti
- USC Oncologia, ASST Papa Giovanni XXIII, Bergamo, Italy
| | | | - Carlo Tondini
- USC Oncologia, ASST Papa Giovanni XXIII, Bergamo, Italy
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26
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Crolley VE, Marashi H, Rawther S, Sirohi B, Parton M, Graham J, Vinayan A, Sutherland S, Rigg A, Wadhawan A, Harper-Wynne C, Spurrell E, Bond H, Raja F, King J. The impact of Oncotype DX breast cancer assay results on clinical practice: a UK experience. Breast Cancer Res Treat 2020; 180:809-817. [PMID: 32170635 PMCID: PMC7103011 DOI: 10.1007/s10549-020-05578-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 02/14/2020] [Indexed: 01/04/2023]
Abstract
BACKGROUND Genomic tests are increasingly being used by clinicians when considering adjuvant chemotherapy for patients with oestrogen receptor-positive (ER+), human epidermal growth factor 2-negative (HER2-) breast cancer. The Oncotype DX breast recurrence score assay was the first test available in the UK National Health Service. This study looked at how UK clinicians were interpreting Recurrence Scores (RS) in everyday practice. METHODS RS, patient and tumour characteristics and adjuvant therapy details were retrospectively collected for 713 patients from 14 UK cancer centres. Risk by RS-pathology-clinical (RSPC) was calculated and compared to the low/intermediate/risk categories, both as originally defined (RS < 18, 18-30 and > 30) and also using redefined boundaries (RS < 11, 11-25 and > 25). RESULTS 49.8%, 36.2% and 14% of patients were at low (RS < 18), intermediate (RS 18-30) and high (RS > 30) risk of recurrence, respectively. Overall 26.7% received adjuvant chemotherapy. 49.2% of those were RS > 30; 93.3% of patients were RS > 25. Concordance between RS and RSPC improved when intermediate risk was defined as RS 11-25. CONCLUSIONS This real-world data demonstrate the value of genomic tests in reducing the use of adjuvant chemotherapy in breast cancer. Incorporating clinical characteristics or RSPC scores gives additional prognostic information which may also aid clinicians' decision making.
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Affiliation(s)
- Valerie E Crolley
- Royal Free London NHS Foundation Trust, London, UK. .,Barts Health NHS Trust, London, UK.
| | | | - Shabbir Rawther
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | | | | | | | - Anup Vinayan
- Luton & Dunstable NHS Trust, Luton, UK.,Mount Vernon Cancer Centre, Northwood, UK
| | | | - Anne Rigg
- Guys and St Thomas NHS Foundation Trust, London, UK
| | | | | | | | - Hannah Bond
- Royal Cornwall Hospitals NHS Trust, Truro, UK
| | - Fharat Raja
- University College London Hospitals NHS Foundation Trust, London, UK.,North Middlesex University Hospital NHS Trust, London, UK
| | - Judy King
- Royal Free London NHS Foundation Trust, London, UK
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27
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Rabie MA, Rankin A, Burger A, Youssef MMG. The effect of Oncotype DX ® on adjuvant chemotherapy treatment decisions in early breast cancer. Ann R Coll Surg Engl 2019; 101:596-601. [PMID: 31219316 PMCID: PMC6818070 DOI: 10.1308/rcsann.2019.0096] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/28/2018] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION The aim of this study was to objectively establish the value of the Oncotype DX® (ODX) gene assay in adjuvant treatment decisions for intermediate risk patients with early, oestrogen receptor positive, human epidermal growth factor receptor 2 negative, lymph node negative breast cancer at a district general hospital. METHODS All patients who underwent surgery for breast cancer between January 2015 and December 2017 at Queen Elizabeth Hospital in King's Lynn were considered for inclusion in the study. Those who did not meet the criteria for ODX referral were excluded. Patients were divided into two cohorts based on whether they were treated before or after the introduction of ODX testing in this hospital (June 2016): the pre-ODX and post-ODX groups. The primary outcome was the percentage of patients for whom adjuvant chemotherapy (AC) was recommended in each group. RESULTS Of the 462 patients who underwent surgery during the study period, 43 met the eligibility criteria for ODX testing: 18 in the pre-ODX group and 25 in the post-ODX group. AC was recommended and given to 11 (61%) of the patients in the pre-ODX group. In the post-ODX group, AC was recommended for seven patients with an ODX Recurrence Score® (RS) of >25; this was given to six patients (24%). One patient (with a RS of 26) declined AC. ODX testing led to a significant reduction in the proportion of patients who received AC (p=0.015). CONCLUSIONS In intermediate risk patients with breast cancer, the results of the ODX gene assay may change the decision for adjuvant treatment. It represents a valuable tool to assist patients' and clinicians' decision making regarding adjuvant chemotherapy.
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Affiliation(s)
- MA Rabie
- Department of General Surgery, Ain Shams University, Cairo, Egypt
- Queen Elizabeth Hospital King’s Lynn NHS Foundation Trust, UK
| | - A Rankin
- Queen Elizabeth Hospital King’s Lynn NHS Foundation Trust, UK
| | - A Burger
- Queen Elizabeth Hospital King’s Lynn NHS Foundation Trust, UK
| | - MMG Youssef
- Surgical Oncology department, National Cancer Institute, Cairo, Egypt
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28
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Matikas A, Foukakis T, Swain S, Bergh J. Avoiding over- and undertreatment in patients with resected node-positive breast cancer with the use of gene expression signatures: are we there yet? Ann Oncol 2019; 30:1044-1050. [PMID: 31131397 PMCID: PMC6695578 DOI: 10.1093/annonc/mdz126] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Prediction of benefit from adjuvant chemotherapy following resection of early breast cancer and, as a result, proper selection of candidates remains an elusive goal since the relative magnitude of benefit is the same regardless of the presence of clinicopathologic factors. Multiple studies, including randomized trials, establish the role of certain gene expression signatures in node-negative disease since they predict the risk of breast cancer relapse being so low that adjuvant chemotherapy can be omitted. In contrast, more limited data are available in higher risk, node-positive breast cancer patients, making the exclusion of adjuvant chemotherapy potentially hazardous. 'Prospective-retrospective' studies and limited prospective data show that several signatures, namely Oncotype Dx, MammaPrint, Prosigna, EndoPredict and Breast Cancer Index, select with different levels of success node-positive patients at very low risk for distant recurrence despite not receiving chemotherapy, although the long-term follow-up is still awaited. Pending, however the publication of the results from ongoing randomized studies which enroll patients with node-positive disease, major caution is warranted. Improper use and misinterpretation of these transcriptomic profiles can lead to undertreatment and exposure of patients to unnecessary risks resulting in increased breast cancer mortality for patients with axillary node-positive disease. With this review we critically discuss the available data on gene expression signatures that are used in clinical practice and offer practical recommendations regarding the management of patients with ER-positive, human epidermal growth factor receptor 2 (HER2)-negative, node-positive breast cancer.
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Affiliation(s)
- A Matikas
- Department of Oncology/Pathology, Karolinska Institutet, Stockholm; Breast Center, Theme Cancer, Karolinska University Hospital, Solna, Stockholm, Sweden.
| | - T Foukakis
- Department of Oncology/Pathology, Karolinska Institutet, Stockholm; Breast Center, Theme Cancer, Karolinska University Hospital, Solna, Stockholm, Sweden
| | - S Swain
- Georgetown Lombardi Comprehensive Cancer Center, Washington; MedStar Health, Washington, USA
| | - J Bergh
- Department of Oncology/Pathology, Karolinska Institutet, Stockholm; Breast Center, Theme Cancer, Karolinska University Hospital, Solna, Stockholm, Sweden
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29
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Shao J, Rodrigues M, Corter AL, Baxter NN. Multidisciplinary care of breast cancer patients: a scoping review of multidisciplinary styles, processes, and outcomes. Curr Oncol 2019; 26:e385-e397. [PMID: 31285683 PMCID: PMC6588064 DOI: 10.3747/co.26.4713] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background Clinical practice guidelines recommend a multidisciplinary approach to cancer care that brings together all relevant disciplines to discuss optimal disease management. However, the literature is characterized by heterogeneous definitions and few reviews about the processes and outcomes of multidisciplinary care. The objective of this scoping review was to identify and classify the definitions and characteristics of multidisciplinary care, as well as outcomes and interventions for patients with breast cancer. Methods A systematic search for quantitative and qualitative studies about multidisciplinary care for patients with breast cancer was conducted for January 2001 to December 2017 in the following electronic databases: medline, embase, PsycInfo, and cinahl. Two reviewers independently applied our eligibility criteria at level 1 (title/abstract) and level 2 (full-text) screening. Data were extracted and synthesized descriptively. Results The search yielded 9537 unique results, of which 191 were included in the final analysis. Two main types of multidisciplinary care were identified: conferences and clinics. Most studies focused on outcomes of multidisciplinary care that could be variously grouped at the patient, provider, and system levels. Research into processes tended to focus on processes that facilitate implementation: team-working, meeting logistics, infrastructure, quality audit, and barriers and facilitators. Summary Approaches to multidisciplinary care using conferences and clinics are well described. However, studies vary by design, clinical context, patient population, and study outcome. The heterogeneity of the literature, including the patient populations studied, warrants further specification of multidisciplinary care practice and systematic reviews of the processes or contexts that make the implementation and operation of multidisciplinary care effective.
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Affiliation(s)
- J Shao
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON
| | - M Rodrigues
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON
| | - A L Corter
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON
| | - N N Baxter
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON
- Department of Surgery, St. Michael's Hospital, Toronto, ON
- Institute for Clinical Evaluative Sciences, University of Toronto, Toronto, ON
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON
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30
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Olsson-Brown A, Piskilidis P, O'Hagan J, Thorp N, Robson P, Innes H, Wong H, Cicconi S, Jackson R, Kiernan T, Holcombe C, O'Reilly S, Palmieri C. The impact of the 21-gene recurrence score (Oncotype DX) on concordance of adjuvant therapy decision making as measured by the Liverpool Systemic Therapy Adjuvant Decision Tool. Breast 2019; 44:94-100. [PMID: 30703670 DOI: 10.1016/j.breast.2019.01.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 01/09/2019] [Accepted: 01/17/2019] [Indexed: 01/18/2023] Open
Abstract
PURPOSE The 21-gene recurrence score (Oncotype DX) (RS) informs systemic therapy decision making in ER-positive HER2-negative early breast cancer (BC). To date no study has described the more nuanced discussions that take place regarding systemic therapy or the impact of the RS on concordance in such decision making. Here we utilized a novel decision making tool to assess the impact of the RS on decision making as well as concordance of treatment recommendations. PATIENTS AND METHODS The clinicopathological information (CPI) of 50 BCs without and with the RS were presented to a panel of breast oncologists in a simulated MDT. The Liverpool Adjuvant Systemic Therapy Decision Tool (LASTDT) was developed and used to categorize treatment recommendations. Outcome measures included the impact of the RS on decisiveness and concordance in decision making and its impact on treatment recommendations. RESULTS Availability of the RS increased definitive decision making from 8% (4/50) to 56% (28/50) [χ2 = 79.35, p < 0.001] and altered the LASTDT category in 68% (34/50) of cases (p < 0.001), 74% of which were to forgo chemotherapy. With knowledge of RS, universal concordance rose from 14% to 64% [K = 0.328: K = 0.729]. CONCLUSIONS The RS improves certainty of decision making as well as concordance amongst oncologists. This provides evidence that the availability of the RS can improve consistency of decision making amongst oncologists and thus helps to ensure patients are managed consistently. This is particularly important when patients are managed in a loco-regional, multidisciplinary team manner where heterogeneous decisions can lead to disparity in care.
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Affiliation(s)
- Anna Olsson-Brown
- The University of Liverpool, Department of Molecular and Pharmacology, Institute of Translational Medicine, Liverpool, L69 3GE, UK; The Clatterbridge Cancer Centre NHS Foundation Trust, Wirral, CH63 4JY, UK.
| | - Pavlos Piskilidis
- The Clatterbridge Cancer Centre NHS Foundation Trust, Wirral, CH63 4JY, UK
| | - Julie O'Hagan
- The Clatterbridge Cancer Centre NHS Foundation Trust, Wirral, CH63 4JY, UK
| | - Nicky Thorp
- The Clatterbridge Cancer Centre NHS Foundation Trust, Wirral, CH63 4JY, UK
| | - Peter Robson
- The Clatterbridge Cancer Centre NHS Foundation Trust, Wirral, CH63 4JY, UK
| | - Helen Innes
- The Clatterbridge Cancer Centre NHS Foundation Trust, Wirral, CH63 4JY, UK
| | - Helen Wong
- The Clatterbridge Cancer Centre NHS Foundation Trust, Wirral, CH63 4JY, UK
| | - Silvia Cicconi
- The University of Liverpool, Liverpool Cancer Trials Unit, Liverpool, L69 3GE, UK
| | - Richard Jackson
- The University of Liverpool, Liverpool Cancer Trials Unit, Liverpool, L69 3GE, UK
| | - Tamara Kiernan
- St Helens and Knowsley NHS Trust, St Helens, Merseyside, WA10 1ED, UK
| | - Christopher Holcombe
- The Royal Liverpool and Broadgreen University Teaching Hospitals NHS Trust, Liverpool, L7 8XP, UK
| | - Susan O'Reilly
- The Clatterbridge Cancer Centre NHS Foundation Trust, Wirral, CH63 4JY, UK
| | - Carlo Palmieri
- The Clatterbridge Cancer Centre NHS Foundation Trust, Wirral, CH63 4JY, UK; The University of Liverpool, Department of Molecular and Clinical Cancer Medicine, Institute of Translational Medicine, Liverpool, L69 3GE, UK; Liverpool and Merseyside Academic Breast Unit, Clatterbridge Cancer Centre-The Linda McCartney Centre, Liverpool, L7 8XP, UK.
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Green N, Al-Allak A, Fowler C. Benefits of introduction of Oncotype DX ® testing. Ann R Coll Surg Engl 2019; 101:55-59. [PMID: 30322288 PMCID: PMC6303812 DOI: 10.1308/rcsann.2018.0173] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/30/2018] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Decisions regarding adjuvant chemotherapy in women with oestrogen receptor positive, human epidermal growth factor receptor 2 negative, node negative, early invasive breast cancer are unclear. The Recurrence Score® (RS) from Oncotype DX® (ODX) testing guides decisions based on individual cancer genomics. The aim of this study was to evaluate the impact of introducing ODX results on adjuvant treatment decisions and its potential economic benefits. METHODS Patients offered the test were identified from the ODX requesting system. Information on reasons behind chemotherapy treatment decisions were collected from clinical letters and the pathology system. The Nottingham prognostic index (NPI) scores were calculated for each individual patient. RESULTS A total of 101 patients were identified as having undergone ODX testing over 21 months. The median age was 57 years (range: 41-72 years), the median NPI was 3.70 (range: 3.40-5.26) and the median RS was 17 (range: 0-59). NPI did not predict the risk category. All of the patients in the high risk group, 35.1% in the intermediate risk group and 5.4% in the low risk group received chemotherapy. The majority of low risk patients who received chemotherapy made a decision prior to the ODX result. CONCLUSIONS In our unit, RS aided our decision making regarding adjuvant chemotherapy. Patients with a higher RS were more likely to receive chemotherapy. If NPI had been used alone, more women would have been offered chemotherapy. Good communication with patients prior to testing is important to ensure it is cost effective.
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Affiliation(s)
- N Green
- Royal United Hospitals Bath NHS Foundation Trust, UK
| | - A Al-Allak
- Gloucestershire Hospitals NHS Foundation Trust, UK
| | - C Fowler
- Gloucestershire Hospitals NHS Foundation Trust, UK
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Altman AM, Marmor S, Tuttle TM, Hui JYC. 21-Gene Recurrence Score Testing in HER2-positive Patients. Clin Breast Cancer 2019; 19:126-130. [PMID: 30595493 DOI: 10.1016/j.clbc.2018.11.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 11/09/2018] [Accepted: 11/21/2018] [Indexed: 11/19/2022]
Abstract
INTRODUCTION The 21-gene recurrence score (RS) has been extensively studied and validated in patients with estrogen receptor-positive (ER+), human epidermal growth factor 2 (HER2)-negative breast cancer; however, RS testing is not routinely performed in patients with HER2-positive (HER2+) disease. We sought to determine patterns of RS testing, to characterize RS distributions, and to determine the impact of RS results on clinical decision-making for patients with ER+, HER2+ breast cancer. MATERIALS AND METHODS Using the Surveillance and Epidemiology End Results program database, we identified women with ER+, HER2+ breast cancer. We stratified patients using TAILORx RS cutoffs and evaluated treatment characteristics across patients. Multivariable logistic regression was performed to determine factors associated with RS testing and receipt of a high-risk RS. RESULTS Overall, 5% of patients with ER+, HER2+, early stage breast cancer underwent RS testing. The distribution of RS testing by TAILORx cutoffs were: high-risk, 17%; intermediate-risk, 49%; and low-risk, 34%. Chemotherapy utilization among those not tested was 66%. Among those tested, utilization was significantly associated with RS results: 67% of high-risk, 30% of intermediate-risk, and 19% of low-risk patients received chemotherapy. Progesterone receptor-negative status, larger tumor size, and high tumor grade were significantly associated with high-risk RS. CONCLUSIONS RS testing is used sparingly among patients with HER2+ early-stage breast cancer; however, test results appear to impact clinician's decision-making on chemotherapy use.
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Affiliation(s)
- Ariella M Altman
- Department of Surgery, University of Minnesota Medical School, Minneapolis, MN
| | - Schelomo Marmor
- Department of Surgery, University of Minnesota Medical School, Minneapolis, MN
| | - Todd M Tuttle
- Department of Surgery, University of Minnesota Medical School, Minneapolis, MN
| | - Jane Yuet Ching Hui
- Department of Surgery, University of Minnesota Medical School, Minneapolis, MN.
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Zarella MD, Heintzelman RC, Popnikolov NK, Garcia FU. BCL-2 expression aids in the immunohistochemical prediction of the Oncotype DX breast cancer recurrence score. BMC Clin Pathol 2018; 18:14. [PMID: 30574014 PMCID: PMC6299556 DOI: 10.1186/s12907-018-0082-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Accepted: 11/29/2018] [Indexed: 01/08/2023] Open
Abstract
Background The development of molecular techniques to estimate the risk of breast cancer recurrence has been a significant addition to the suite of tools available to pathologists and breast oncologists. It has previously been shown that immunohistochemistry can provide a surrogate measure of tumor recurrence risk, effectively providing a less expensive and more rapid estimate of risk without the need for send-out. However, concordance between gene expression-based and immunohistochemistry-based approaches has been modest, making it difficult to determine when one approach can serve as an adequate substitute for the other. We investigated whether immunohistochemistry-based methods can be augmented to provide a useful therapeutic indicator of risk. Methods We studied whether the Oncotype DX breast cancer recurrence score can be predicted from routinely acquired immunohistochemistry of breast tumor histology. We examined the effects of two modifications to conventional scoring measures based on ER, PR, Ki-67, and Her2 expression. First, we tested a mathematical transformation that produces a more diagnostic-relevant representation of the staining attributes of these markers. Second, we considered the expression of BCL-2, a complex involved in regulating apoptosis, as an additional prognostic marker. Results We found that the mathematical transformation improved concordance rates over the conventional scoring model. By establishing a measure of prediction certainty, we discovered that the difference in concordance between methods was even greater among the most certain cases in the sample, demonstrating the utility of an accompanying measure of prediction certainty. Including BCL-2 expression in the scoring model increased the number of breast cancer cases in the cohort that were considered high certainty, effectively expanding the applicability of this technique to a greater proportion of patients. Conclusions Our results demonstrate an improvement in concordance between immunohistochemistry-based and gene expression-based methods to predict breast cancer recurrence risk following two simple modifications to the conventional scoring model.
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Affiliation(s)
- Mark D Zarella
- 1Department of Pathology & Laboratory Medicine, Drexel University, 245 N 15th St, Philadelphia, PA 19102 USA
| | - Rebecca C Heintzelman
- 2Cancer Treatment Centers of America, Eastern Regional Medical Center, Department of Pathology & Laboratory Medicine, 1331 E. Wyoming Ave, Philadelphia, PA 19124 USA
| | - Nikolay K Popnikolov
- 1Department of Pathology & Laboratory Medicine, Drexel University, 245 N 15th St, Philadelphia, PA 19102 USA
| | - Fernando U Garcia
- 2Cancer Treatment Centers of America, Eastern Regional Medical Center, Department of Pathology & Laboratory Medicine, 1331 E. Wyoming Ave, Philadelphia, PA 19124 USA
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Ross E, Swallow J, Kerr A, Cunningham-Burley S. Online accounts of gene expression profiling in early-stage breast cancer: Interpreting genomic testing for chemotherapy decision making. Health Expect 2018; 22:74-82. [PMID: 30387238 PMCID: PMC6351409 DOI: 10.1111/hex.12832] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Revised: 08/09/2018] [Accepted: 08/10/2018] [Indexed: 11/29/2022] Open
Abstract
Background Genomic techniques are being developed within oncology and beginning to be experienced within routine cancer care. Little is known about how these tools feature in patients’ experiences of treatment decision making. Objective This research explores the ways in which women interpret and discuss gene expression profiling for breast cancer treatment decision making, as articulated within online accounts. Design This study used a qualitative approach to analyse written exchanges focusing on gene expression profiling in the UK (Oncotype DX test). Accounts are taken from online forums hosted by two UK cancer charity websites, comprising 132 discussion threads from a total of seven forums. Authors qualitatively analysed the data and developed key themes drawing on existing literature from medical sociology. Findings Women used online spaces to share and discuss results of gene expression profiling. Women interpreted results in the context of indirect experience of cancer treatment, and sociocultural depictions of cancer and chemotherapy. Users largely represented the test positively, emphasizing its ability to “personalize” treatment pathways, though many also pointed to inherent uncertainties with regards the possibility of cancer recurrence. Discussion and Conclusions We highlight the complex contexts in which genomic techniques are experienced, with these shaped by personal biographies, online environments and pervasive cultural narratives of cancer and its treatment. We highlight tensions between the claims of genomic testing to aid treatment decision making and patient reflections on the capability of these techniques to resolve uncertainties surrounding treatment decisions.
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Affiliation(s)
- Emily Ross
- The Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Julia Swallow
- School of Sociology and Social Policy, University of Leeds, Leeds, UK
| | - Anne Kerr
- School of Sociology and Social Policy, University of Leeds, Leeds, UK
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Khan MA, Henderson L, Clarke D, Harries S, Jones L. The Warwick Experience of the Oncotype DX® Breast Recurrence Score® Assay as a Predictor of Chemotherapy Administration. Breast Care (Basel) 2018; 13:369-372. [PMID: 30498424 DOI: 10.1159/000489131] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Introduction Oncotype DX® analyses the expression of 21 genes within tumour tissue to determine a Recurrence Score® (RS). RS is a marker of risk for distant recurrence in oestrogen receptor-positive early breast cancer, allowing patient-specific benefit of chemotherapy to be evaluated. Our aim was to determine whether the introduction of Oncotype DX led to a net reduction in chemotherapy use. Methods Consecutive patients that underwent Oncotype DX at Warwick Hospital were reviewed. Patients were anonymised and re-discussed at a multidisciplinary team meeting (MDM; without RS), and treatment recommendations were recorded. This was compared to the original MDM outcome (recommendations made with RS). Differences were analysed using Wilcoxon signed-rank test. Results 67 patients were identified. Proportions of high, intermediate and low risk were 28, 33 and 39% (n = 19/22/26), respectively. Without RS, 56 (84%) patients were recommended for chemotherapy and 3 were not. The remaining 8 patients were deemed borderline for requiring chemotherapy and referred for discussion with an oncologist. With availability of RS, 34 (50%) patients were recommended for chemotherapy, and 24 (43%) patients were spared chemotherapy (p < 0.0005). The net reduction in chemotherapy was 33%. Conclusion There has been a significant reduction in chemotherapy usage in patients at Warwick since the introduction of Oncotype DX.
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Affiliation(s)
| | | | | | - Simon Harries
- The Warwick Breast Unit, Warwick Hospital, Warwick, UK
| | - Lucie Jones
- The Warwick Breast Unit, Warwick Hospital, Warwick, UK
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Kim YY, Oh SJ, Chun YS, Lee WK, Park HK. Gene expression assay and Watson for Oncology for optimization of treatment in ER-positive, HER2-negative breast cancer. PLoS One 2018; 13:e0200100. [PMID: 29979736 PMCID: PMC6034851 DOI: 10.1371/journal.pone.0200100] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Accepted: 06/19/2018] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Personalized treatment for cancer patients is a hot topic of debate, particularly the decision to initiate chemotherapy in patients with Estrogen receptor (ER)-positive, HER2-negative tumors in the early stages of breast cancer (BC). Owing to significant advancements in information technology (IT) and genomics, clinicians are increasingly attaining therapeutic goals rapidly and safely by effectively differentiating patient subsets that require chemotherapy. IBM Watson for Oncology (WFO) is a cognitive computing system employed by clinicians to provide evidence-based treatment options for cancer. WFO aids in clinical diagnosis, with claims that it may be superior in performance to human clinicians. The current study was based on the hypothesis that WFO alone cannot effectively determine whether or not chemotherapy is essential for the subset of ER-positive, HER2-negative BC patients. PATIENTS AND METHODS From December 2015 to July 2017, 95 patients with ER-positive, HER2- negative BC subjected to treatment were retrospectively examined using WFO, and outputs compared to real clinical practice. Treatment options were suggested by WFO, and WFO recommendations calculated both with and without data from the gene expression assay (GEA). RESULTS WFO without GEA was unable to determine the groups of patients that did not require chemotherapy. Concordant therapeutic recommendations between real clinical practice and WFO without GEA were obtained for 23.2% of the patient group. On the other hand, the results of WFO with GEA showed good clinical applicability. Sensitivity, specificity, positive predictive and negative predictive values of WFO with GEA were 100%, 80%, 61% and 100%, respectively. CONCLUSIONS Our collective findings indicate that WFO without the gene expression assay has limited clinical utility.
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Affiliation(s)
- Yun Yeong Kim
- Department of Surgery, Breast Cancer Center, Gil Medical Center, Gachon University College of Medicine, Incheon, Republic of Korea
| | - Se Jeong Oh
- Department of Surgery, Breast Cancer Center, Catholic University Saint Mary’s Hospital, Incheon, Republic of Korea
| | - Yong Soon Chun
- Department of Surgery, Breast Cancer Center, Gil Medical Center, Gachon University College of Medicine, Incheon, Republic of Korea
| | - Woon Kee Lee
- Department of Surgery, Gil Medical Center, Gachon University College of Medicine, Incheon, Republic of Korea
| | - Heung Kyu Park
- Department of Surgery, Breast Cancer Center, Gil Medical Center, Gachon University College of Medicine, Incheon, Republic of Korea
- * E-mail:
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Williams AD, Reyes SA, Arlow RL, Tchou J, De La Cruz LM. Is Age Trumping Genetic Profiling in Clinical Practice? Relationship of Chemotherapy Recommendation and Oncotype DX Recurrence Score in Patients Aged < 50 Years versus ≥ 50 Years, and Trends Over Time. Ann Surg Oncol 2018; 25:2875-2883. [DOI: 10.1245/s10434-018-6600-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Indexed: 01/19/2023]
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Altman AM, Kizy S, Yuan J, Denbo JW, Jensen EH, Hui JYC, Tuttle TM, Marmor S. Distribution of 21-Gene Recurrence Scores in Male Breast Cancer in the United States. Ann Surg Oncol 2018; 25:2296-2302. [PMID: 29907942 DOI: 10.1245/s10434-018-6566-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND The 21-gene recurrence score (RS) is a RT-PCR assay estimating risk of distant recurrence in estrogen receptor positive (ER+), human epidermal growth factor receptor 2 negative (HER2) breast cancer (BC). Studies validating RS are limited to women. Our objective was to assess RS distribution and factors associated with high-risk RS in male BC. METHODS Using the Surveillance, Epidemiology, and End Results database, we identified men and women with ER+/HER2- BC from 2010 to 2013. Patients were categorized into risk groups using the traditional and the Trial Assigning Individualized Options for Treatment (TAILORx) cutoffs. Multivariable logistic regression determined factors associated with testing and high-risk TAILORx RS. RESULTS We identified 1388 men and 154,196 women with ER+/HER2- BC. Twenty-five percent of men and 30% of women had RS testing. Mean age of tested men was 63; most were white (81%), had grade I or II tumors (67%), and had stage I or II (95%) BC. Factors associated with increased RS testing were younger age, recent year of diagnosis, lymph node negativity, and lower-stage tumors (p ≤ 0.05). By TAILORx, 21% of men had high-risk RS compared with 14% of tested women. Men with grade III and PR negative tumors were more likely to have a high-risk RS (p ≤ 0.05). Chemotherapy utilization was correlated with RS. CONCLUSIONS Using a large population-based dataset, we found that compared with women, men were significantly more likely to have high-risk RS. Grade III and PR-negative BC were significantly associated with high-risk RS. Higher RS in men correlated with increased chemotherapy utilization.
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Affiliation(s)
- Ariella M Altman
- Department of Surgery, University of Minnesota, Minneapolis, MN, USA
| | - Scott Kizy
- Department of Surgery, University of Minnesota, Minneapolis, MN, USA
| | - Jianling Yuan
- Department of Radiation Oncology, University of Minnesota, Minneapolis, MN, USA
| | - Jason W Denbo
- Department of Surgery, University of Minnesota, Minneapolis, MN, USA
| | - Eric H Jensen
- Department of Surgery, University of Minnesota, Minneapolis, MN, USA
| | - Jane Y C Hui
- Department of Surgery, University of Minnesota, Minneapolis, MN, USA
| | - Todd M Tuttle
- Department of Surgery, University of Minnesota, Minneapolis, MN, USA
| | - Schelomo Marmor
- Department of Surgery, University of Minnesota, Minneapolis, MN, USA.
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Thompson JA, Christensen BC, Marsit CJ. Methylation-to-Expression Feature Models of Breast Cancer Accurately Predict Overall Survival, Distant-Recurrence Free Survival, and Pathologic Complete Response in Multiple Cohorts. Sci Rep 2018; 8:5190. [PMID: 29581450 PMCID: PMC5979962 DOI: 10.1038/s41598-018-23494-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 03/13/2018] [Indexed: 12/03/2022] Open
Abstract
Prognostic biomarkers serve a variety of purposes in cancer treatment and research, such as prediction of cancer progression, and treatment eligibility. Despite growing interest in multi-omic data integration for defining prognostic biomarkers, validated methods have been slow to emerge. Given that breast cancer has been the focus of intense research, it is amenable to studying the benefits of multi-omic prognostic models due to the availability of datasets. Thus, we examined the efficacy of our methylation-to-expression feature model (M2EFM) approach to combining molecular and clinical predictors to create risk scores for overall survival, distant metastasis, and chemosensitivity in breast cancer. Gene expression, DNA methylation, and clinical variables were integrated via M2EFM to build models of overall survival using 1028 breast tumor samples and applied to validation cohorts of 61 and 327 samples. Models of distant recurrence-free survival and pathologic complete response were built using 306 samples and validated on 182 samples. Despite different populations and assays, M2EFM models validated with good accuracy (C-index or AUC ≥ 0.7) for all outcomes and had the most consistent performance compared to other methods. Finally, we demonstrated that M2EFM identifies functionally relevant genes, which could be useful in translating an M2EFM biomarker to the clinic.
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Affiliation(s)
- Jeffrey A Thompson
- Department of Biostatistics, University of Kansas Medical Center, Kansas City, USA.
| | - Brock C Christensen
- Department of Epidemiology, Geisel School of Medicine at Dartmouth College, Hanover, USA
| | - Carmen J Marsit
- Department of Environmental Health, Rollins School of Public Health at Emory University, Atlanta, USA
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Kizy S, Huang JL, Marmor S, Blaes A, Yuan J, Beckwith H, Tuttle TM, Hui JYC. Distribution of 21-Gene Recurrence Scores Among Breast Cancer Histologic Subtypes. Arch Pathol Lab Med 2018. [PMID: 29528718 DOI: 10.5858/arpa.2017-0169-oa] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT - The 21-gene recurrence score (RS) provides a probability of distant recurrence for estrogen receptor-positive, human epidermal growth factor receptor 2 (HER2)-negative breast cancers. The utility of RS for rarer histologic subtypes of breast cancer is uncertain. OBJECTIVE - To determine the distribution of RS among various histologic subtypes using a population database. DESIGN - Women between the ages of 18 and 75 with estrogen receptor-positive, HER2-negative breast cancer and known RS results were identified using the Surveillance, Epidemiology, and End Results database. Recurrence scores were categorized into risk groups using both traditional and Trial Assigning Individualized Options for Treatment cutoffs. Multivariable logistic regression was used to determine factors associated with high-risk RS. RESULTS - We identified 45 618 patients with stage I to III, estrogen receptor-positive, HER2-negative breast cancer who had RS available. Overall, 3087 (7%) and 6337 (14%) of cancers were classified as high risk based on traditional and Trial Assigning Individualized Options for Treatment RS cutoffs, respectively. The proportion of high-risk RS ranged from 1% (tubular, 2 of 225) to 68% (medullary, 13 of 19) and 4% (tubular, 10 of 225) to 79% (medullary, 15 of 19) for traditional and Trial Assigning Individualized Options for Treatment cutoffs, respectively. Based on multivariable logistic regression (excluding medullary), subtypes other than invasive ductal carcinoma and papillary carcinoma were significantly associated with lower RS. The strongest predictors of a high-risk RS were higher tumor grade and negative progesterone receptor status. CONCLUSIONS - We identified distinct distributions of RS among different histologic subtypes of breast cancer. Excluding medullary carcinoma, histologic subtypes other than invasive ductal carcinoma and papillary carcinoma all predict lower RS.
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Affiliation(s)
| | | | | | | | | | | | | | - Jane Yuet Ching Hui
- From the Department of Surgery (Drs Kizy, Huang, Marmor, Tuttle, and Hui), the Division of Hematology, Oncology, and Transplantation (Drs Blaes and Beckwith), and the Department of Radiation Oncology (Dr Yuan), University of Minnesota, Minneapolis
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Park SJ, Lee MH, Kong SY, Song MK, Joo J, Kwon Y, Lee EG, Han JH, Sim SH, Jung SY, Lee S, Lee KS, Park IH, Lee ES. Use of adjuvant chemotherapy in hormone receptor-positive breast cancer patients with or without the 21-gene expression assay. Breast Cancer Res Treat 2018. [PMID: 29516374 DOI: 10.1007/s10549-018-4740-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
PURPOSE We assessed the use of chemotherapy in breast cancer patients to investigate the factors that changed trends in chemotherapy following the adoption of the 21-gene expression assay in tumor genomic profiling. METHODS Our study used 2033 patients from the National Cancer Center in Korea diagnosed with hormone receptor (HR)-positive, human epidermal growth factor receptor 2 (HER2)-negative breast cancer (tumor size of 0.5 cm or larger and 0-3 node metastases) from 2010 to 2015. We analyzed use of the 21-gene expression assay, changes in frequency of adjuvant chemotherapy use, and clinicopathological factors related to adjuvant chemotherapy to assess the impact of the 21-gene expression assay. RESULTS Adjuvant chemotherapy use declined from 33.33% (2011) to 13.59% (2015) [relative risk (RR), 0.71; 95% CI 0.56-0.89; ptrend = 0.004] in patients with 21-gene expression assay data. Among patients without assay data, adjuvant chemotherapy use decreased from 76.79 to 40.17% between 2010 and 2015 (RR 0.87; 95% CI 0.84-0.91; ptrend < 0.001), especially for patients with node-negative/micrometastasis (RR 0.85; 95% CI 0.81-0.89; ptrend < 0.001). The frequency of adjuvant chemotherapy was significantly decreased after introduction of the 21-gene expression assay (p < 0.001). Tumor size (p < 0.001), progesterone receptor (PgR) status (p = 0.001), and proliferation index (Ki-67) levels (p < 0.001) were important factors for chemotherapy decision-making in node-negative/micrometastasis patients who did not undergo the assay. CONCLUSIONS For HR-positive, HER2-negative breast cancer patients with 0-1 node metastases, chemotherapy use declined significantly after the adoption of the 21-gene assay. PgR status and Ki-67 were useful for chemotherapy decision-making in cases without the 21-gene assay.
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Affiliation(s)
- Soo Jin Park
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea
| | - Moo Hyun Lee
- Department of Surgery, Keimyung University School of Medicine, Daegu, Republic of Korea
| | - Sun-Young Kong
- Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Republic of Korea.,Department of Laboratory Medicine & Genetic Counselling Clinics, Research Institute and Hospital, National Cancer Center, Goyang, Republic of Korea
| | - Mi Kyung Song
- Biometrics Research Branch, Division of Cancer Epidemiology and Management, Research Institute, National Cancer Center, Goyang, Republic of Korea
| | - Jungnam Joo
- Biometrics Research Branch, Division of Cancer Epidemiology and Management, Research Institute, National Cancer Center, Goyang, Republic of Korea
| | - Youngmee Kwon
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea
| | - Eun-Gyeong Lee
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea
| | - Jai Hong Han
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea
| | - Sung Hoon Sim
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea
| | - So-Youn Jung
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea
| | - Seeyoun Lee
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea
| | - Keun Seok Lee
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea
| | - In Hae Park
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea.
| | - Eun Sook Lee
- Center for Breast Cancer, Research Institute and Hospital, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Goyang, 10408, Republic of Korea. .,Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Republic of Korea.
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Siow ZR, De Boer RH, Lindeman GJ, Mann GB. Spotlight on the utility of the Oncotype DX ® breast cancer assay. Int J Womens Health 2018; 10:89-100. [PMID: 29503586 PMCID: PMC5827461 DOI: 10.2147/ijwh.s124520] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
The Oncotype DX® assay was developed to address the need for optimizing the selection of adjuvant systemic therapy for patients with estrogen receptor (ER)-positive, lymph node-negative breast cancer. It has ushered in the era of genomic-based personalized cancer care for ER-positive primary breast cancer and is now widely utilized in various parts of the world. Together with several other genomic assays, Oncotype DX has been incorporated into clinical practice guidelines on biomarker use to guide treatment decisions. The Oncotype DX result is presented as the recurrence score which is a continuous score that predicts the risk of distant disease recurrence. The assay, which provides information on clinicopathological factors, has been validated for use in the prognostication and prediction of degree of adjuvant chemotherapy benefit in both lymph node-positive and lymph node-negative early breast cancers. Clinical studies have consistently shown that the Oncotype DX has a significant impact on decision making in adjuvant therapy recommendations and appears to be cost-effective in diverse health care settings. In this article, we provide an overview of the validation and clinical impact studies for the Oncotype DX assay. We also discuss its potential use in the neoadjuvant setting, as well as the more recent prospective validation trials, and the economic and utility implications of studies that use a lower cutoff score to define low-risk disease.
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Affiliation(s)
- Zhen Rong Siow
- ACRF Stem Cells and Cancer Division, Walter and Eliza Hall Institute of Medical Research.,Department of Medical Oncology, Peter MacCallum Cancer Centre.,Familial Cancer Centre, The Royal Melbourne Hospital
| | - Richard H De Boer
- Department of Medical Oncology, Peter MacCallum Cancer Centre.,Familial Cancer Centre, The Royal Melbourne Hospital
| | - Geoffrey J Lindeman
- ACRF Stem Cells and Cancer Division, Walter and Eliza Hall Institute of Medical Research.,Department of Medical Oncology, Peter MacCallum Cancer Centre.,Familial Cancer Centre, The Royal Melbourne Hospital.,Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - G Bruce Mann
- Department of Medical Oncology, Peter MacCallum Cancer Centre.,Familial Cancer Centre, The Royal Melbourne Hospital.,Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville, VIC, Australia
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Dieci MV, Guarneri V, Giarratano T, Mion M, Tortora G, De Rossi C, Gori S, Oliani C, Merlini L, Pasini F, Bonciarelli G, Griguolo G, Orvieto E, Michieletto S, Saibene T, Del Bianco P, De Salvo GL, Conte P. First Prospective Multicenter Italian Study on the Impact of the 21-Gene Recurrence Score in Adjuvant Clinical Decisions for Patients with ER Positive/HER2 Negative Breast Cancer. Oncologist 2017; 23:297-305. [PMID: 29133514 DOI: 10.1634/theoncologist.2017-0322] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Accepted: 10/02/2017] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND The Breast DX Italy prospective study evaluated the impact of the 21-gene recurrence score (RS) result on adjuvant treatment decisions for patients with early breast cancer. MATERIALS AND METHODS Nine centers (two Hub and seven Spoke centers of the Veneto Oncology Network) participated. Consecutive patients with estrogen receptor positive, human epidermal growth receptor negative, T1-T3, N0-N1 early breast cancer were prospectively registered; only those meeting protocol-defined clinicopathological "intermediate risk" criteria were eligible for the RS test. Pre-RS and post-RS physicians' treatment recommendations and treatment actually received were collected. RESULTS A total of n = 124 N0 and n = 126 N1 patients underwent the RS assay. The majority had Grade 2 tumors (71%); median age was 55 years, median tumor size was 16 mm, and median Ki67 expression was 20%. Patients enrolled at Hub centers presented higher-risk features. The distribution of RS results was <18 (60.8%), 18-30 (32.4%), and >30 (6.8%). The indication before RS was hormonal therapy (HT) alone in 52% of cases. An indication before RS of chemotherapy (CT)+HT was more frequent for patients with N1 versus N0 tumors (57% vs. 39%, p = .0035) and for patients enrolled at Hub versus Spoke centers (54% vs. 36%, p = .007).The overall rate of change in treatment decision was 16% (n = 40), mostly from CT+HT to HT (n = 30). According to nodal status, rate of change in treatment decision was 12% for the N0 cohort and 20% for the N1 cohort. The proportion of patients recommended to CT+HT was significantly reduced from before to after RS (48% to 40%, p < .0016), especially in the N1 cohort (57% to 45%, p = .0027) and at Hub centers (54% to 44%, p = .001). CONCLUSION Despite frequent indication of HT before RS, the use of the RS assay further contributed to sparing CT, especially for patients with N1 tumors and at Hub centers. IMPLICATIONS FOR PRACTICE This study shows that, although a high proportion of patients were recommended to receive endocrine treatment alone before knowing the recurrence score (RS) assay, the RS test further contributed in sparing chemotherapy for some of these patients, especially in case of the N1 stage or for patients enrolled at referral centers. These data highlight the need for further work in collaboration with health authorities and companies in order to define strategies for the implementation of the use of RS testing in clinical practice in the Italian setting.
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Affiliation(s)
- Maria Vittoria Dieci
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
- Medical Oncology 2, Istituto Oncologico Veneto - IRCCS, Padova, Italy
| | - Valentina Guarneri
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
- Medical Oncology 2, Istituto Oncologico Veneto - IRCCS, Padova, Italy
| | - Tommaso Giarratano
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
| | - Marta Mion
- Medical Oncology, Ospedale Civile, Camposampiero, Italy
| | - Giampaolo Tortora
- Department of Medical Oncology, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Costanza De Rossi
- Medical Oncology Department, Angelo General Hospital, Mestre and SS Giovanni e Paolo General Hospital, Venezia, Italy
| | - Stefania Gori
- Oncology Unit, Ospedale Sacro Cuore-don Calabria, Negrar, Italy
| | - Cristina Oliani
- Oncology Unit, AULSS8 Berica Distretto Ovest, Vicenza, Italy
| | - Laura Merlini
- Department of Medical Oncology, Ospedale Civile S Bortolo, Vicenza, Italy
| | - Felice Pasini
- Department of Oncology, Ospedale Civile, Rovigo, Italy
| | | | - Gaia Griguolo
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
| | - Enrico Orvieto
- Department of Pathology, Azienda Ospedaliera di Padova, Padova, Italy
| | | | - Tania Saibene
- Breast Surgery Unit, Istituto Oncologico Veneto - IRCCS, Padova, Italy
| | - Paola Del Bianco
- Clinical Trials and Biostatistics Unit, Istituto Oncologico Veneto - IRCCS, Padova, Italy
| | - Gian Luca De Salvo
- Clinical Trials and Biostatistics Unit, Istituto Oncologico Veneto - IRCCS, Padova, Italy
| | - PierFranco Conte
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
- Medical Oncology 2, Istituto Oncologico Veneto - IRCCS, Padova, Italy
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Lux MP, Nabieva N, Hildebrandt T, Rebscher H, Kümmel S, Blohmer JU, Schrauder MG. Budget impact analysis of gene expression tests to aid therapy decisions for breast cancer patients in Germany. Breast 2017; 37:89-98. [PMID: 29128582 DOI: 10.1016/j.breast.2017.11.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 10/31/2017] [Accepted: 11/01/2017] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVES Many women with early-stage, hormone receptor-positive breast cancer may not benefit from adjuvant chemotherapy. Gene expression tests can reduce chemotherapy over- and undertreatment by providing prognostic information on the likelihood of recurrence and, with Oncotype DX, predictive information on chemotherapy benefit. These tests are currently not reimbursed by German healthcare payers. An analysis was conducted to evaluate the budget impact of gene expression tests in Germany. MATERIALS AND METHODS Costs of gene expression tests and medical and non-medical costs associated with treatment were assessed from healthcare payer and societal perspectives. Costs were estimated from data collected at a university hospital and were combined with decision impact data for Oncotype DX, MammaPrint, Prosigna and EndoPredict (EPclin). Changes in chemotherapy use and budget impact were evaluated over 1 year for 20,000 women. RESULTS Chemotherapy was associated with substantial annual costs of EUR 19,003 and EUR 84,412 per therapy from the healthcare payer and societal perspective, respectively. Compared with standard care, only Oncotype DX was associated with cost savings to healthcare payers and society (EUR 5.9 million and EUR 253 million, respectively). Scenario analysis showed that both women at high clinical but low genomic risk and low clinical but high genomic risk were important contributors to costs. CONCLUSIONS Oncotype DX was the only gene expression test that was estimated to reduce costs versus standard care in Germany. The reimbursement of Oncotype DX testing in standard clinical practice in Germany should be considered.
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Affiliation(s)
- M P Lux
- Universitäts-Brustzentrum Franken, Frauenklinik, Universitätsklinikum Erlangen, CCC Erlangen-EMN, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany.
| | - N Nabieva
- Universitäts-Brustzentrum Franken, Frauenklinik, Universitätsklinikum Erlangen, CCC Erlangen-EMN, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
| | - T Hildebrandt
- Universitäts-Brustzentrum Franken, Frauenklinik, Universitätsklinikum Erlangen, CCC Erlangen-EMN, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
| | - H Rebscher
- Institut für Gesundheitsökonomie und Versorgungsforschung, Gyhum-Hesedorf, Germany
| | - S Kümmel
- Interdisziplinäres Brust-/Krebszentrum, Kliniken Essen-Mitte, Essen, Germany
| | - J-U Blohmer
- Klinik für Gynäkologie mit Brustzentrum, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - M G Schrauder
- Universitäts-Brustzentrum Franken, Frauenklinik, Universitätsklinikum Erlangen, CCC Erlangen-EMN, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
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Losk K, Freedman RA, Lin NU, Golshan M, Pochebit SM, Lester SC, Natsuhara K, Camuso K, King TA, Bunnell CA. Implementation of Surgeon-Initiated Gene Expression Profile Testing (Onco type DX) Among Patients With Early-Stage Breast Cancer to Reduce Delays in Chemotherapy Initiation. J Oncol Pract 2017; 13:e815-e820. [PMID: 28858535 DOI: 10.1200/jop.2017.023788] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
PURPOSE Delays to adjuvant chemotherapy initiation in breast cancer may adversely affect clinical outcomes and patient satisfaction. We previously identified an association between genomic testing (Onco type DX) and delayed chemotherapy initiation. We sought to reduce the interval between surgery and adjuvant chemotherapy initiation by developing standardized criteria and workflows for Onco type DX testing. METHODS Criteria for surgeon-initiated reflex Onco type DX testing, workflows for communication between surgeons and medical oncologists, and a streamlined process for receiving and processing Onco type DX requests in pathology were established by multidisciplinary consensus. Criteria for surgeon-initiated testing included patients ≤ 65 years old with T1cN0 (grade 2 or 3), T2N0 (grade 1 or 2), or T1/T2N1 (grade 1 or 2) breast cancer on final surgical pathology. Medical oncologists could elect to initiate Onco type testing for cases falling outside the criteria. We then examined 720 consecutive patients with breast cancer who underwent Onco type DX testing postoperatively between January 1, 2014 and November 28, 2016 and measured intervals between date of surgery, Onco type DX order date, result received date, and chemotherapy initiation date (if applicable) before and after intervention implementation. RESULTS The introduction of standardized criteria and workflows reduced time between surgery and Onco type DX ordering, and time from surgery to receipt of result, by 7.3 days ( P < .001) and 6.3 days ( P < .001), respectively. The mean number of days between surgery and initiation of chemotherapy was also reduced by 6.4 days ( P = .004). CONCLUSION Developing consensus on Onco type DX testing criteria and implementing streamlined workflows has led to clinically significant reductions in wait times to chemotherapy decision making and initiation.
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Affiliation(s)
- Katya Losk
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
| | - Rachel A Freedman
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
| | - Nancy U Lin
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
| | - Mehra Golshan
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
| | - Stephen M Pochebit
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
| | - Susan C Lester
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
| | - Kelsey Natsuhara
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
| | - Kristen Camuso
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
| | - Tari A King
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
| | - Craig A Bunnell
- Dana-Farber Cancer Institute; Dana-Farber/Brigham and Women's Cancer Center; Brigham and Women's Hospital; and Harvard Medical School, Boston, MA
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McVeigh TP, Kerin MJ. Clinical use of the Oncotype DX genomic test to guide treatment decisions for patients with invasive breast cancer. BREAST CANCER-TARGETS AND THERAPY 2017; 9:393-400. [PMID: 28615971 PMCID: PMC5459968 DOI: 10.2147/bctt.s109847] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Implementation of the Oncotype DX assay has led to a change in the manner in which chemotherapy is utilized in patients with early stage, estrogen receptor (ER)-positive, node-negative breast cancer; ensuring that patients at highest risk of recurrence are prescribed systemic treatment, while at the same time sparing low-risk patients potential adverse events from therapy unlikely to influence their survival. This test generates a recurrence score between 0 and 100, which correlates with probability of distant disease recurrence. Patients with low-risk recurrence scores (0–17) are unlikely to derive significant survival benefit with adjuvant chemotherapy and hormonal agents derived from using adjuvant hormonal therapy only. Conversely, adjuvant chemotherapy has been shown to significantly improve survival in patients with high-risk recurrence scores (≥31). Trials are ongoing to determine how best to manage patients with recurrence scores in the intermediate range. This review outlines the introduction and impact of Oncotype DX testing on practice; ongoing clinical trials investigating its utility; and challenging clinical scenarios where the absolute recurrence score may require careful interpretation. We also performed a bibliometric analysis of publications on the topics of breast cancer and Oncotype DX as a surrogate marker of acceptability and incorporation of the assay into the management of patients with breast cancer.
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Affiliation(s)
- Terri P McVeigh
- Discipline of Surgery, Lambe Institute for Translational Research, National University of Ireland Galway, Galway, Republic of Ireland
| | - Michael J Kerin
- Discipline of Surgery, Lambe Institute for Translational Research, National University of Ireland Galway, Galway, Republic of Ireland
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Xin L, Liu YH, Martin TA, Jiang WG. The Era of Multigene Panels Comes? The Clinical Utility of Oncotype DX and MammaPrint. World J Oncol 2017; 8:34-40. [PMID: 29147432 PMCID: PMC5649994 DOI: 10.14740/wjon1019w] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2017] [Indexed: 11/15/2022] Open
Abstract
The AJCC Cancer Staging Manual, eighth edition published in late 2016, will become the new global guideline for cancer diagnosis and treatment from January 1, 2018. The new edition for the tumor staging system has numerous updates, including building up the prognostic stage group of tumors for the first time and adding a large number of non-anatomical factors into the prognostic evaluation. Oncotype DX and MammaPrint are two of the genomic predictors that will be part of routine clinical practice in the future. Numerous studies have proved the clinical utility of multigene panels in predicting clinical outcome and treatment response. Here we present our review of the studies on these multigene panels and their application to breast cancer.
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Affiliation(s)
- Ling Xin
- Department of Breast Disease, Peking University First Hospital, Xishiku Street, Xicheng District, Beijing 100034, China.,Cardiff China Medical Research Collaborative (CCMRC), School of Medicine, Cardiff University, Ground Floor, Henry Welcome Building, Heath Park, Cardiff CF14 4XN, UK
| | - Yin-Hua Liu
- Department of Breast Disease, Peking University First Hospital, Xishiku Street, Xicheng District, Beijing 100034, China
| | - Tracey A Martin
- Cardiff China Medical Research Collaborative (CCMRC), School of Medicine, Cardiff University, Ground Floor, Henry Welcome Building, Heath Park, Cardiff CF14 4XN, UK
| | - Wen G Jiang
- Cardiff China Medical Research Collaborative (CCMRC), School of Medicine, Cardiff University, Ground Floor, Henry Welcome Building, Heath Park, Cardiff CF14 4XN, UK
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