ArticleJAMA oncology2018
Association of 70-Gene Signature Assay Findings With Physicians' Treatment Guidance for Patients With Early Breast Cancer Classified as Intermediate Risk by the 21-Gene Assay.
Article in JAMA oncology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed, 46 citations in OpenAlex.
- Using Oncotype DX breast recurrence score® assay to define the role of neoadjuvant endocrine therapy in early-stage hormone receptor-positive breast cancer.Breast cancer research and treatment · 2023Trial
- MammaPrint guides treatment decisions in breast Cancer: results of the IMPACt trial.BMC cancer · 2020Trial
- Strong impact of MammaPrint and BluePrint on treatment decisions in luminal early breast cancer: results of the WSG-PRIMe study.Breast cancer research and treatment · 2019Trial
- Prognostic value of pre-treatment serum CA19-9 and lymphocyte-to-monocyte ratio in HR+/HER2- breast cancer: a retrospective cohort study.BMC cancer · 2026Article
- Multimodal Deep Learning with Routine Clinical Data for Recurrence Risk Stratification in HRResearch (Washington, D.C.) · 2026Article
- Integrating machine learning and experimental validation identifies a post-translational modification gene signature for prognosis and treatment response in breast cancer.Scientific reports · 2025Article
- Article
- Characteristics of premenopausal breast cancer patients with a midrange 21-gene recurrence score.Annals of surgical treatment and research · 2025Article
- Nomogram prediction of the 70-gene signature (MammaPrint) binary and quartile categorized risk using medical history, imaging features and clinicopathological data among Chinese breast cancer patients.Journal of translational medicine · 2023Article
- Clinical and molecular characteristics of estrogen receptor-positive ultralow risk breast cancer tumors identified by the 70-gene signature.International journal of cancer · 2022Article
- A novel cuproptosis-related prognostic 2-lncRNAs signature in breast cancer.Frontiers in pharmacology · 2022Article
- Are we closer to being able to select patients with node-positive hormone receptor-positive breast cancer who can safely omit chemotherapy?Therapeutic advances in medical oncology · 2022Review
- Advancement of prognostic models in breast cancer: a narrative review.Gland surgery · 2021Review
- Commentary: Novel strategies and new tools to curtail the health effects of pesticides.Environmental health : a global access science source · 2021Article
- Prognostic value of the 21-gene recurrence score in ER-positive, HER2-negative, node-positive breast cancer was similar in node-negative diseases: a single-center study of 800 patients.Frontiers of medicine · 2021Article
- A Prognostic Model for Breast Cancer Based on Cancer Incidence-Related DNA Methylation Pattern.Frontiers in genetics · 2021Article
- Article
- Genomic Signatures in Luminal Breast Cancer.Breast care (Basel, Switzerland) · 2020Review
- Clinicopathological characteristics, adjuvant chemotherapy decision and disease outcome in patients with breast cancer with a 21-gene recurrence score of 26-30.Oncology letters · 2020Article
- Genomic Assays in Node Positive Breast Cancer Patients: A Review.Frontiers in oncology · 2020Review
Corrections and comments
- Erratum issued
Authors and funding
14 authors at 8 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
importanceAmong patients who undergo the 21-gene assay (21-GA), 39% to 67% receive an intermediate risk result and may receive ambiguous treatment guidance. The 70-gene signature assay (70-GS) may be associated with physicians' treatment decisions in this population with early breast cancer.
objectiveTo determine whether 70-GS findings are associated with physicians' decisions about adjuvant treatment and confidence in their recommendations and to evaluate the dichotomous (high- vs low-risk) and continuous distribution of 70-GS indices among this group of patients with intermediate risk. DESIGN, SETTING, AND
participantsThe Prospective Study of MammaPrint in Breast Cancer Patients With an Intermediate Recurrence Score (PROMIS trial) was an impact study conducted from May 20, 2012, through December 31, 2015, that enrolled 840 patients with early-stage breast cancer and a 21-gene assay recurrence score of 18 to 30. Patients were treated in 58 US institutions.
interventionsThe 70-GS result was given to physicians before adjuvant treatment. MAIN OUTCOMES AND MEASURES: Change in physician treatment decision before vs after receiving the 70-GS result. With a treatment change of greater than 20%, the odds ratio (OR) was applied.
resultsAmong the 840 patients who underwent 70-GS classification (mean age, 59 years; range, 27-93 years), 374 (44.5%) had a low-risk and 466 (55.5%) had a high-risk result. The distribution of 70-GS indices did not correlate with recurrence score within the 21-GA intermediate range, with 70-GS low- and high-risk patients observed at every recurrence score. A significant change in adjuvant treatment was associated with receiving the 70-GS classifications with an OR of 0.64 (95% CI, 0.50-0.82; McNemar test, P < .001) for all patients. Among the low-risk patients, 108 of 374 (28.9%) had chemotherapy removed from their treatment recommendation; among the high-risk patients, 171 of 466 (36.7%) had chemotherapy added. Results of the 70-GS were associated with the physician's adjuvant treatment recommendation; 409 high-risk patients (87.8%) were recommended to receive adjuvant chemotherapy, and 339 low-risk patients (90.6%) were recommended no chemotherapy. Physicians reported having greater confidence in their treatment recommendation in 660 cases (78.6%) based on 70-GS results. CONCLUSIONS AND RELEVANCE: The 70-GS provides clinically actionable information regarding patients classified as intermediate risk by the 21-GA and was associated with a change in treatment decision in 282 of these patients (33.6%). Chemotherapy was added or withheld by the treating physician based on the results of the 70-GS test. Physicians reported more confidence with their treatment recommendation after receiving 70-GS results.
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