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Van Alsten SC, Dunn MR, Hamilton AM, Ivory JM, Gao X, Kirk EL, Nsonwu-Farley JS, Carey LA, Abdou Y, Reeder-Hayes KE, Roberson ML, Wheeler SB, Emerson MA, Hyslop T, Troester MA. Disparities in OncotypeDx Testing and Subsequent Chemotherapy Receipt by Geography and Socioeconomic Status. Cancer Epidemiol Biomarkers Prev 2024; 33:654-661. [PMID: 38270534 PMCID: PMC11062804 DOI: 10.1158/1055-9965.epi-23-1201] [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: 10/10/2023] [Revised: 12/07/2023] [Accepted: 01/23/2024] [Indexed: 01/26/2024] Open
Abstract
BACKGROUND OncotypeDx is a prognostic and predictive genomic assay used in early-stage hormone receptor-positive, HER2- (HR+/HER2-) breast cancer. It is used to inform adjuvant chemotherapy decisions, but not all eligible women receive testing. We aimed to assess variation in testing by demographics and geography, and to determine whether testing was associated with chemotherapy. METHODS For 1,615 women in the Carolina Breast Cancer Study with HR+/HER2-, Stage I-II tumors, we estimated prevalence differences (PD) and 95% confidence intervals (CI) for receipt of OncotypeDx genomic testing in association with and sociodemographic characteristics. We assessed associations between testing and chemotherapy receipt overall and by race. Finally, we calculated the proportion of eligible women receiving OncotypeDx by county-level rurality, census tract-level socioeconomic status, and Area Health Education Center regions. RESULTS 38% (N = 609) of potentially eligible women were tested, with lower testing prevalences in Black (31%; PD, -11%; 95% CI, -16%-6%) and low-income women (24%; PD, -20%; 95% CI, -29% to -11%) relative to non-Black and higher income women. Urban participants were less likely to be tested than rural participants, though this association varied by region. Among women with low genomic risk tumors, tested participants were 29% less likely to receive chemotherapy than untested participants (95% CI, -40% to -17%). Racial differences in chemotherapy were restricted to untested women. CONCLUSIONS Both individual and area-level socioeconomics predict likelihood of OncotypeDx testing. IMPACT Variable adoption of OncotypeDx by socioeconomics and across geographic settings may contribute to excess chemotherapy among patients with HR+/HER2- cancers. See related In the Spotlight, p. 635.
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Affiliation(s)
- Sarah C. Van Alsten
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Matthew R. Dunn
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Alina M. Hamilton
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Joannie M. Ivory
- Division of Oncology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Xiaohua Gao
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Erin L. Kirk
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Lisa A. Carey
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Yara Abdou
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Katherine E. Reeder-Hayes
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Mya L. Roberson
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Stephanie B. Wheeler
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Marc A. Emerson
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Melissa A. Troester
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
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Hurson AN, Hamilton AM, Olsson LT, Kirk EL, Sherman ME, Calhoun BC, Geradts J, Troester MA. Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay. Breast Cancer Res Treat 2023; 199:147-154. [PMID: 36892725 PMCID: PMC10147733 DOI: 10.1007/s10549-023-06888-1] [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: 08/05/2022] [Accepted: 02/05/2023] [Indexed: 03/10/2023]
Abstract
BACKGROUND The PAM50 assay is used routinely in clinical practice to determine breast cancer prognosis and management; however, research assessing how technical variation and intratumoral heterogeneity contribute to misclassification and reproducibility of these tests is limited. METHODS We evaluated the impact of intratumoral heterogeneity on the reproducibility of results for the PAM50 assay by testing RNA extracted from formalin-fixed paraffin embedded breast cancer blocks sampled at distinct spatial locations. Samples were classified according to intrinsic subtype (Luminal A, Luminal B, HER2-enriched, Basal-like, or Normal-like) and risk of recurrence with proliferation score (ROR-P, high, medium, or low). Intratumoral heterogeneity and technical reproducibility (replicate assays on the same RNA) were assessed as percent categorical agreement between paired intratumoral and replicate samples. Euclidean distances between samples, calculated across the PAM50 genes and the ROR-P score, were compared for concordant vs. discordant samples. RESULTS Technical replicates (N = 144) achieved 93% agreement for ROR-P group and 90% agreement on PAM50 subtype. For spatially distinct biological replicates (N = 40 intratumoral replicates), agreement was lower (81% for ROR-P and 76% for PAM50 subtype). The Euclidean distances between discordant technical replicates were bimodal, with discordant samples showing higher Euclidian distance and biologic heterogeneity. CONCLUSION The PAM50 assay achieved very high technical reproducibility for breast cancer subtyping and ROR-P, but intratumoral heterogeneity is revealed by the assay in a small proportion of cases.
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Affiliation(s)
- Amber N Hurson
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Alina M Hamilton
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Linnea T Olsson
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Erin L Kirk
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Mark E Sherman
- Quantitative Health Sciences Research, Mayo Clinic, Jacksonville, FL, USA
| | - Benjamin C Calhoun
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Joseph Geradts
- Department of Pathology and Laboratory Medicine, East Carolina University Brody School of Medicine, Greenville, NC, USA
| | - Melissa A Troester
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Department of Epidemiology, University of North Carolina at Chapel Hill, 253 Rosenau, CB# 7435, Chapel Hill, NC, 27599, USA.
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White MJ, Kolbow M, Prathibha S, Praska C, Ankeny JS, LaRocca CJ, Jensen EH, Tuttle TM, Hui JYC, Marmor S. Chemotherapy refusal and subsequent survival in healthy older women with high genomic risk estrogen receptor-positive breast cancer. Breast Cancer Res Treat 2023; 198:309-319. [PMID: 36692668 DOI: 10.1007/s10549-023-06862-x] [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: 07/18/2022] [Accepted: 01/08/2023] [Indexed: 01/25/2023]
Abstract
BACKGROUND Patients with estrogen receptor (ER)-positive, HER2-negative breast cancer (BC), and high-risk 21-gene recurrence score (RS) results benefit from chemotherapy. We evaluated chemotherapy refusal and survival in healthy older women with high-RS, ER-positive BC. METHODS Retrospective review of the National Cancer Database (2010-2017) identified women ≥ 65 years of age, with ER-positive, HER2-negative, high-RS (≥ 26) BC. Patients with Charlson Comorbidity Index ≥ 1, stage III/IV disease, or incomplete data were excluded. Women were compared by chemotherapy receipt or refusal using the Cochrane-Armitage test, multivariable logistical regression modeling, the Kaplan-Meier method, and Cox's proportional hazards modeling. RESULTS 6827 women met study criteria: 5449 (80%) received chemotherapy and 1378 (20%) refused. Compared to women who received chemotherapy, women who refused were older (71 vs 69 years), were diagnosed more recently (2014-2017, 67% vs 61%), and received radiation less frequently (67% vs 71%) (p ≤ 0.05). Refusal was associated with decreased 5-year OS for women 65-74 (92% vs 95%) and 75-79 (85% vs 92%) (p ≤ 0.05), but not for women ≥ 80 years old (84% vs 91%; p = 0.07). On multivariable analysis, hazard of death increased with refusal overall (HR 1.12, 95% CI 1.04-1.2); but, when stratified by age, was not increased for women ≥ 80 years (HR 1.10, 95% CI 0.80-1.51). CONCLUSIONS Among healthy women with high-RS, ER-positive BC, chemotherapy refusal was associated with decreased OS for women ages 65-79, but did not impact the OS of women ≥ 80 years old. Genomic testing may have limited utility in this population, warranting prudent shared decision-making and further study.
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Affiliation(s)
- McKenzie J White
- Department of Surgery, University of Minnesota Medical School, 420 Delaware St SE, MMC 195, Minneapolis, MN, 55455, USA
| | - Madison Kolbow
- University of Minnesota Medical School, 420 Delaware St SE, Minneapolis, MN, 55455, USA
| | - Saranya Prathibha
- Department of Surgery, University of Minnesota Medical School, 420 Delaware St SE, MMC 195, Minneapolis, MN, 55455, USA
| | - Corinne Praska
- University of Minnesota Medical School, 420 Delaware St SE, Minneapolis, MN, 55455, USA
- School of Medicine and Public Health, Department of Surgery, Clinical Science Center, University of Wisconsin, 600 Highland Ave, Madison, WI, 53792, USA
| | - Jacob S Ankeny
- Department of Surgery, University of Minnesota Medical School, 420 Delaware St SE, MMC 195, Minneapolis, MN, 55455, USA
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN, 55455, USA
| | - Christopher J LaRocca
- Department of Surgery, University of Minnesota Medical School, 420 Delaware St SE, MMC 195, Minneapolis, MN, 55455, USA
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN, 55455, USA
| | - Eric H Jensen
- Department of Surgery, University of Minnesota Medical School, 420 Delaware St SE, MMC 195, Minneapolis, MN, 55455, USA
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN, 55455, USA
| | - Todd M Tuttle
- Department of Surgery, University of Minnesota Medical School, 420 Delaware St SE, MMC 195, Minneapolis, MN, 55455, USA
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN, 55455, USA
| | - Jane Y C Hui
- Department of Surgery, University of Minnesota Medical School, 420 Delaware St SE, MMC 195, Minneapolis, MN, 55455, USA
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN, 55455, USA
| | - Schelomo Marmor
- Department of Surgery, University of Minnesota Medical School, 420 Delaware St SE, MMC 195, Minneapolis, MN, 55455, USA.
- Masonic Cancer Center, University of Minnesota, 420 Delaware St SE, MMC 806, Minneapolis, MN, 55455, USA.
- Center for Clinical Quality & Outcomes Discovery & Evaluation (C-QODE), University of Minnesota, 420 Delaware St SE, MMC 195, Minneapolis, MN, 55455, USA.
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Hospital Rurality and Gene Expression Profiling for Early-Stage Breast Cancer among Iowa Residents (2010-2018). Breast J 2022; 2022:8582894. [PMID: 36111211 PMCID: PMC9448596 DOI: 10.1155/2022/8582894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 08/09/2022] [Indexed: 01/28/2023]
Abstract
Objective Given the challenges rural cancer patients face in accessing cancer care as well as the slower diffusion and adoption of new medical technologies among rural providers, the aim of our study was to examine trends in gene expression profiling (GEP) testing and evaluate the association between hospital rurality and receipt of GEP testing. Methods Data from the Iowa Cancer Registry (ICR) were used to identify women with newly diagnosed, histologically confirmed breast cancer from 2010 through 2018 who met eligibility criteria for GEP testing. Patients were allocated to the hospitals where their most definitive surgical treatment was received, and Rural-Urban Commuting Area codes were used to categorize hospitals into urban (N = 43), large rural (N = 16), and small rural (N = 48). Adjusted odds ratios (aORs) and 95% confidence intervals (CIs) were estimated using multivariable logistic regression to evaluate the association between hospital rurality and GEP test use, adjusting for demographic and clinical characteristics. The association between test result and treatment received was assessed among patients who received Oncotype DX (ODX) testing. Results Of 6,726 patients eligible for GEP test use, 46% (N = 3,069) underwent testing with 95% receiving ODX. While overall GEP testing rates increased over time from 42% between 2010 and 2012 to 51% between 2016 and 2018 (P trend < 0.0001), use continued to be the lowest among patients treated at hospitals in small rural areas. The odds of GEP testing remained significantly lower among patients treated at hospitals located in small rural areas (aOR 0.55; 95% CI 0.43-0.71), after adjusting for demographic and clinical characteristics. ODX recurrence scores were highly correlated with chemotherapy use across all strata of hospital rurality. Conclusions GEP testing continues to be underutilized, especially among those treated at small rural hospitals. Targeted interventions aimed at increasing rates of GEP testing to ensure the appropriate use of adjuvant chemotherapy may improve health outcomes and lower treatment-related costs.
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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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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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