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Mohamed A, Olsson LT, Geradts J. Differential distribution of actual and surrogate oncotype DX recurrence scores in breast cancer patients by age, menopausal status, race, and body mass index. Breast Cancer Res Treat 2023; 201:447-460. [PMID: 37453958 DOI: 10.1007/s10549-023-07025-8] [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: 04/29/2023] [Accepted: 06/26/2023] [Indexed: 07/18/2023]
Abstract
PURPOSE The Oncotype DX Recurrence Score (RS) is a widely used prognostic tool for estrogen receptor-positive breast cancer patients. Multiple surrogate models can predict RS with good accuracy. In this study we aimed to determine whether the RS and two surrogate indices were differentially distributed by age, menopausal status, race, and body mass index (BMI). METHODS 516 breast cancer cases treated at a single institution were analyzed. Epidemiologic data, RS, tumor size, grade, and biomarker data were abstracted. Breast Cancer Prognostic Score (BCPS) and modified Magee equation 2 were used to calculate surrogate RS. Patients were stratified into different groups based on age, menopausal status, race, BMI, or a combination of strata. Mean and standard deviation were calculated for each group/subgroup. RESULTS Age below median (< 63) was associated with higher RS, especially in obese and Black patients. RS was also higher in obese and Black patients in the premenopausal subgroup. Black patients had a higher RS compared to White women in the premenopausal and non-obese subgroups. BMI < 30 was associated with higher RS, especially in older, postmenopausal, and Black patients. Some of these observations were replicated by the two surrogate models. The surrogate recurrence scores were higher in the younger age group, in non-obese older/postmenopausal women, and in younger/premenopausal obese individuals. CONCLUSIONS Higher RS was observed in younger and premenopausal breast cancer patients, especially among the Black and obese subgroups, and in non-obese patients, especially among Black and older/postmenopausal women, suggesting more aggressive disease in these subgroups. Some statistical differences could be replicated by both surrogate models, suggesting that they may have utility in breast cancer epidemiology studies that do not have access to Oncotype DX RS or patient outcome data.
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Affiliation(s)
- Anas Mohamed
- Department of Pathology and Laboratory Medicine, East Carolina University Brody School of Medicine, 600 Moye Blvd, Mailstop 642, Greenville, NC, 27834, USA
| | - Linnea T Olsson
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Joseph Geradts
- Department of Pathology and Laboratory Medicine, East Carolina University Brody School of Medicine, 600 Moye Blvd, Mailstop 642, Greenville, NC, 27834, USA.
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The impact of age and nodal status on variations in oncotype DX testing and adjuvant treatment. NPJ Breast Cancer 2022; 8:27. [PMID: 35232996 PMCID: PMC8888624 DOI: 10.1038/s41523-022-00394-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 01/24/2022] [Indexed: 12/26/2022] Open
Abstract
Oncotype DX (ODX) recurrence score (RS) is a validated tool to guide the use of adjuvant chemotherapy (AC) in hormone receptor+/HER2- breast cancer. In this analysis, we examine (1) characteristics associated with ODX testing and (2) the association between ODX RS and receipt of AC across age and nodal status. Women with HR+/HER2–, early-stage (T1-2, N0-1) breast cancers from 2010–2017 in the National Cancer Database were included. 530,125 met inclusion and 255,971 received ODX testing. Older women were less likely to receive testing; however, nodal positivity increased use of testing. High ODX RS was associated with increased mortality, though the association was not consistent across age and was most strongly associated with mortality among younger, node-negative women. Older women with high ODX RS, regardless of nodal status, were less likely to receive AC. Clinicians may be employing ODX RS to support treatment decisions against the receipt of AC.
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Gagnet S, Diorio C, Provencher L, Mbuya-Bienge C, Lapointe J, Morin C, Lemieux J, Nabi H. Identifying Clinicopathological Factors Associated with Oncotype DX ® 21-Gene Recurrence Score: A Real-World Retrospective Cohort Study of Breast Cancer Patients in Quebec City, Canada. J Pers Med 2021; 11:858. [PMID: 34575635 PMCID: PMC8471231 DOI: 10.3390/jpm11090858] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/05/2021] [Accepted: 08/26/2021] [Indexed: 12/22/2022] Open
Abstract
Gene expression profiling tests such as the Oncotype DX (ODX) 21-gene recurrence score (RS) assay is increasingly used in clinical practice to predict the risk of recurrence and support treatment planning for early-stage breast cancer (BC). However, this test has some disadvantages such as a high cost and a long turnaround time to get results, which may lead to disparities in access. We aim to identify clinicopathological factors associated with ODX RS in women with early-stage BC. We conducted a retrospective cohort study of women identified in the medical database of the Deschênes-Fabia Breast Disease Center of Quebec City University, Canada. Our sample consists of 425 women diagnosed with early-stage BC who have obtained an ODX RS between January 2011 and April 2015. The ODX RS has been categorized into three levels as originally defined: low (0-17), intermediate (18-30), and high (>30). The mean RS was 17.8 (SD = 9.2). Univariate analyses and multinomial logistic regressions were performed to identify factors associated with intermediate and high RS compared with low RS. A total of 237 (55.8%) patients had low RS, 148 (34.8%) had intermediate RS, and 40 (9.4%) had high RS. Women with progesterone receptor (PR)-negative (ORs ranging from 3.51 to 10.34) and histologic grade II (ORs ranging from 3.16 to 23.04) tumors were consistently more likely to have intermediate or high RS than low RS. Similar patterns of associations were observed when the RS was categorised using redefined thresholds from (i.e., from the TAILORx study or dichotomized). This study provides evidence suggesting that histologic grade and PR status are predictive factors for intermediate or high RS in women with early-stage BC. If these results are confirmed in future studies, considering these clinicopathological factors could spare women the need to get such a test before the beginning of a possible adjuvant therapy. This option could be considered in settings where the cost of testing is an issue.
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Affiliation(s)
- Simon Gagnet
- Axe Oncologie, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC G1R 3S3, Canada; (S.G.); (C.D.); (L.P.); (C.M.-B.); (J.L.); (J.L.)
| | - Caroline Diorio
- Axe Oncologie, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC G1R 3S3, Canada; (S.G.); (C.D.); (L.P.); (C.M.-B.); (J.L.); (J.L.)
- Département de Médecine Sociale et Préventive, Faculté de Médecine, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche sur le Cancer, Université Laval, Québec, QC G1V 0A6, Canada
- Centre des Maladies du Sein Deschênes-Fabia, CHU de Québec-Université Laval, Québec, QC G1S 4L8, Canada;
| | - Louise Provencher
- Axe Oncologie, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC G1R 3S3, Canada; (S.G.); (C.D.); (L.P.); (C.M.-B.); (J.L.); (J.L.)
- Centre des Maladies du Sein Deschênes-Fabia, CHU de Québec-Université Laval, Québec, QC G1S 4L8, Canada;
| | - Cynthia Mbuya-Bienge
- Axe Oncologie, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC G1R 3S3, Canada; (S.G.); (C.D.); (L.P.); (C.M.-B.); (J.L.); (J.L.)
- Département de Médecine Sociale et Préventive, Faculté de Médecine, Université Laval, Québec, QC G1V 0A6, Canada
| | - Julie Lapointe
- Axe Oncologie, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC G1R 3S3, Canada; (S.G.); (C.D.); (L.P.); (C.M.-B.); (J.L.); (J.L.)
| | - Claudya Morin
- Centre des Maladies du Sein Deschênes-Fabia, CHU de Québec-Université Laval, Québec, QC G1S 4L8, Canada;
| | - Julie Lemieux
- Axe Oncologie, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC G1R 3S3, Canada; (S.G.); (C.D.); (L.P.); (C.M.-B.); (J.L.); (J.L.)
- Centre des Maladies du Sein Deschênes-Fabia, CHU de Québec-Université Laval, Québec, QC G1S 4L8, Canada;
| | - Hermann Nabi
- Axe Oncologie, Centre de Recherche du CHU de Québec-Université Laval, Québec, QC G1R 3S3, Canada; (S.G.); (C.D.); (L.P.); (C.M.-B.); (J.L.); (J.L.)
- Département de Médecine Sociale et Préventive, Faculté de Médecine, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche sur le Cancer, Université Laval, Québec, QC G1V 0A6, Canada
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Villarreal-Garza C, Ferrigno AS, De la Garza-Ramos C, Barragan-Carrillo R, Lambertini M, Azim HA. Clinical utility of genomic signatures in young breast cancer patients: a systematic review. NPJ Breast Cancer 2020; 6:46. [PMID: 33062888 PMCID: PMC7519162 DOI: 10.1038/s41523-020-00188-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 08/06/2020] [Indexed: 12/14/2022] Open
Abstract
Risk stratification by genomic signatures has been shown to improve prognostication and guide treatment decisions among patients with hormone-sensitive breast cancer. However, their role in young women has not been fully elucidated. In this review, a systematic search was conducted for published articles and abstracts from major congresses that evaluated the use of genomic signatures in young breast cancer patients. A total of 71 studies were analyzed, including 561,188 patients of whom 27,748 (4.9%) were young. Women aged ≤40 years were subjected to genomic testing at a similar rate to older women but had a higher proportion of intermediate- to high-risk tumors when classified by EndoPredict (p = 0.04), MammaPrint (p < 0.01), and Oncotype DX (p < 0.01). In young women with low genomic risk, 6-year distant recurrence-free survival was 94%, while 5-year overall survival was nearly 100%. Nonetheless, young patients classified as low-risk had a higher tendency to receive chemotherapy compared to their older counterparts. In conclusion, genomic tests are useful tools for identifying young patients in whom chemotherapy omission is appropriate.
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Affiliation(s)
- Cynthia Villarreal-Garza
- Breast Cancer Center, Hospital Zambrano Hellion, Tecnologico de Monterrey, San Pedro Garza Garcia, Mexico
| | - Ana S. Ferrigno
- Breast Cancer Center, Hospital Zambrano Hellion, Tecnologico de Monterrey, San Pedro Garza Garcia, Mexico
| | - Cynthia De la Garza-Ramos
- Breast Cancer Center, Hospital Zambrano Hellion, Tecnologico de Monterrey, San Pedro Garza Garcia, Mexico
| | - Regina Barragan-Carrillo
- Department of Oncology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Matteo Lambertini
- Department of Medical Oncology, U.O.C. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Internal Medicine and Medical Specialties (DIMI), School of Medicine, University of Genova, Genoa, Italy
| | - Hatem A. Azim
- Breast Cancer Center, Hospital Zambrano Hellion, Tecnologico de Monterrey, San Pedro Garza Garcia, Mexico
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