The New England Journal of Medicine AUGUST 25, 2016

70-Gene Signature as an Aid to Treatment Decisions in Early-Stage Breast Cancer

Cardoso F, van't Veer LJ, Bogaerts J, et al.

Bottom Line

The MINDACT trial demonstrated that a 70-gene signature (MammaPrint) can safely identify a subset of patients with high-risk clinical features who have a low risk of recurrence and derive little benefit from adjuvant chemotherapy.

Key Findings

1. In patients with high clinical risk and low genomic risk, the 5-year distant metastasis-free survival (DMFS) was 94.7% (95% CI: 92.5–96.2) for those who did not receive chemotherapy.
2. The 70-gene signature test reclassified 46% of patients deemed 'high clinical risk' by conventional criteria into the 'low genomic risk' category, identifying a significant population for potential chemotherapy de-escalation.
3. The study met its noninferiority primary endpoint, as the lower boundary of the 95% confidence interval for 5-year DMFS in the clinical-high/genomic-low group (not receiving chemotherapy) remained above the pre-specified 92% threshold.

Study Design

Design
RCT
Open-Label
Sample
6,693
Patients
Duration
5 yr
Median
Setting
9 countries
Population Women with early-stage, invasive breast cancer (node-negative or 1-3 positive nodes) and varying risk profiles assessed by Adjuvant! Online and MammaPrint.
Intervention Treatment strategy based on MammaPrint genomic risk (in cases of discordance with clinical risk).
Comparator Treatment strategy based on standard clinicopathological risk assessment.
Outcome Distant metastasis-free survival at 5 years.

Study Limitations

The study used an older version of the clinical risk estimation tool (Adjuvant! Online), which may not reflect current clinical practice.
The trial was not powered to show equivalence between chemotherapy and no chemotherapy in the discordant groups, limiting the statistical strength of direct comparisons between these arms.
The primary analysis focused on a 5-year follow-up, which may not fully capture the long-term benefit of chemotherapy in certain patient subgroups, particularly given the biology of luminal breast cancers.

Clinical Significance

MINDACT provides level 1A evidence supporting the use of the MammaPrint 70-gene signature to guide adjuvant chemotherapy decisions in early-stage breast cancer, particularly to avoid unnecessary treatment in clinically high-risk patients who are genomically low-risk.

Historical Context

Prior to MINDACT, chemotherapy decisions were primarily driven by clinicopathological factors (e.g., tumor size, grade, nodal status), often leading to the overtreatment of patients with low-risk tumor biology. This study was the first prospective, phase III randomized trial to provide clinical validation for a genomic assay in this context.

Guided Discussion

High-yield insights from every perspective

Med Student
Medical Student

What is the fundamental difference between a 'prognostic' biomarker and a 'predictive' biomarker in the context of the 70-gene signature (MammaPrint) evaluated in the MINDACT trial?

Key Response

A prognostic biomarker provides information about the likely patient outcome (e.g., risk of recurrence) regardless of the treatment received. A predictive biomarker identifies the likelihood of response to a specific therapy. The 70-gene signature acts as both: it identifies patients with a 'Low Risk' of recurrence (prognostic) and identifies a subset of clinically high-risk patients who derive no significant survival benefit from chemotherapy (predictive).

Resident
Resident

In a patient with 'Clinical High Risk' features (e.g., T2, Grade 3) but a 'Genomic Low Risk' MammaPrint result, what was the absolute difference in 5-year distant metastasis-free survival (DMFS) between those who received chemotherapy and those who did not?

Key Response

In the MINDACT trial, the 5-year DMFS for the Clinical High/Genomic Low group was 95.9% for those receiving chemotherapy and 94.4% for those who did not. This absolute difference of 1.5% was not statistically significant, providing a clinical basis for the safe omission of adjuvant chemotherapy in this discordant group to avoid unnecessary toxicity.

Fellow
Fellow

How do the MINDACT findings regarding node-positive (N1) disease integrate with the results of the RxPONDER trial when deciding whether to omit chemotherapy in a premenopausal woman with 1-3 positive lymph nodes?

Key Response

While MINDACT included N1 patients and suggested that genomic-low status could allow for chemotherapy omission, the subsequent RxPONDER trial (using the 21-gene Oncotype DX assay) specifically showed that premenopausal women with 1-3 positive nodes derived a significant benefit from chemotherapy regardless of their genomic score. Therefore, current evidence suggests that for premenopausal N1 patients, clinical risk often overrides genomic low-risk scores when deciding on chemotherapy.

Attending
Attending

Considering the long-term (8.7-year) follow-up of MINDACT, how should the divergence of survival curves in the ER-positive, 'Clinical High/Genomic Low' cohort influence shared decision-making for patients who prioritize long-term risk reduction over avoiding short-term toxicity?

Key Response

Longer-term data showed that while the absolute benefit of chemotherapy remains small (approx. 2.6% at 8 years for DMFS), the curves do slightly diverge over time in the discordant group. For an attending, the teaching point is that 'non-inferiority' is a statistical threshold; for a young patient with a high clinical burden, even a 2-3% absolute gain may be personally significant, requiring a nuanced discussion beyond a binary 'chemo vs. no chemo' decision.

Scholarly Review

Critical appraisal through the lens of expert reviewers and guideline development

PhD
PhD

The MINDACT trial used 'Adjuvant! Online' to define clinical risk, a tool that is no longer clinically available. How does this reliance on a specific version of a defunct algorithmic model impact the replicability and contemporary generalizability of the trial's 'Clinical High' definitions?

Key Response

Adjuvant! Online (version 8.0) utilized specific thresholds for age, grade, and tumor size that may not perfectly align with contemporary tools like PREDICT v2.1 or Clinical PATH. This creates a 'calibration drift' where the 'Clinical High' population in 2024 might not be identical to the 2007-2011 MINDACT cohort, potentially affecting the negative predictive value of the genomic assay when applied to modern clinical risk strata.

Journal Editor
Journal Editor

The primary endpoint for the 'Clinical High/Genomic Low' group was a 95% lower boundary of the 95% CI for DMFS exceeding 92%. As a reviewer, why might you challenge the clinical significance of this non-inferiority margin in the context of early-stage breast cancer?

Key Response

A 92% threshold is relatively permissive. If the lower bound of the confidence interval allows for an 8% recurrence rate, it suggests the study might accept a clinically meaningful loss of survival benefit to achieve a 'positive' non-inferiority result. Editors must weigh whether the 'safety' of de-escalation is overstated if the study was not powered to detect smaller, yet still life-saving, differences in the discordant population.

Guideline Committee
Guideline Committee

Given that ASCO and NCCN guidelines now incorporate MammaPrint for node-negative and certain node-positive (1-3 nodes) postmenopausal patients, what specific evidence from MINDACT justifies the different recommendations for pre- vs. post-menopausal women?

Key Response

MINDACT and the subsequent update (2021) indicated that the benefit of chemotherapy omission in 'Clinical High/Genomic Low' patients was most robust in postmenopausal women. In premenopausal women, there was a trend toward chemotherapy benefit (potentially due to chemotherapy-induced ovarian function suppression). Consequently, NCCN guidelines (Category 1) support its use for de-escalation in postmenopausal N1 disease but remain more cautious (Category 2A/2B) for premenopausal N1 disease.

Clinical Landscape

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2021

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Comparator

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Endpoint

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