Evidence map›Paper›PMID 28662222›Full record

Trial reportJAMA oncology2017

Use of Molecular Tools to Identify Patients With Indolent Breast Cancers With Ultralow Risk Over 2 Decades.

Laura J Esserman, Christina Yau, Carlie K Thompson, Laura J van 't Veer, Alexander D Borowsky, Katherine A Hoadley, Nicholas P Tobin, Bo Nordenskjöld, Tommy Fornander, Olle Stål and 2 more

Erratum issuedOpen access · bronzeAbstract readRandomized Controlled Trial
In one paragraph

Trial report in JAMA oncology, 2017. 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 53 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
53citing papers in PubMed, 2 pooled it
3.4field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

53 citing papers in PubMed, 2 syntheses or guidelines pooled it, 129 citations in OpenAlex.

  1. Guideline
  2. Pooled it
  3. Trial
  4. Trial
  5. Trial
  6. Trial
  7. Article
  8. Article
  9. Personalized recurrence risk prediction in early-stage breast cancer through an integrative mathematical model based on MammaPrint®, radiotherapy, phenotype, and clinicopathological factors.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Article
  10. Article
  11. Article
  12. Article
  13. Identification of Early-Stage Breast Cancer with a Minimal Risk of Recurrence by the Breast Cancer Index.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Article
  14. Review
  15. Article
  16. Gene Expression Assays to Tailor Adjuvant Endocrine Therapy for HR+/HER2- Breast Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
    Review
  17. Article
  18. Review
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors at 7 institutions in 2 countries.

Laura J EssermanHelen Diller Family Comprehensive Cancer Center, University of California-San Francisco, San Francisco.
Christina YauHelen Diller Family Comprehensive Cancer Center, University of California-San Francisco, San Francisco.
Carlie K ThompsonHelen Diller Family Comprehensive Cancer Center, University of California-San Francisco, San Francisco.
Laura J van 't VeerHelen Diller Family Comprehensive Cancer Center, University of California-San Francisco, San Francisco.
Alexander D BorowskyCenter for Comparative Medicine, University of California-Davis, Davis.
Katherine A HoadleyLineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill.
Nicholas P TobinDepartment of Oncology-Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden.
Bo NordenskjöldDepartment of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden.
Tommy FornanderDepartment of Oncology-Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden.
Olle StålDepartment of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden.
Christopher C BenzHelen Diller Family Comprehensive Cancer Center, University of California-San Francisco, San Francisco.
Linda S LindströmDepartment of Biosciences and Nutrition, Karolinska Institutet and University Hospital, Stockholm, Sweden.
University of California, San Francisco · USKarolinska Institutet · SELinköping University · SEUCSF Helen Diller Family Comprehensive Cancer Center · USKarolinska University Hospital · SEUNC Lineberger Comprehensive Cancer CenterUniversity of California, Davis · US

Funding

Virology Research Program (Program 4)P30CA016086 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI David Darr · 1985 to 2026
$201.5M
Elucidating the molecular and contextual basis for IDLE ultralow risk lesions and the tumor immune microenvironment of high risk in situ and invasive breast cancersU01CA196406 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BOROWSKY, ALEXANDER D, ESSERMAN, LAURA J · 2015 to 2020
$5.8M
Modeling the Impact of Targeted Therapy Based on Breast Cancer SubtypesU01CA187945 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BERRY, DONALD A, ESSERMAN, LAURA J · 2014 to 2018
$2.5M
NCI NIH HHS P30 CA016086NCI NIH HHS U01 CA187945NCI NIH HHS U01 CA196406
6 · The paper itself

Abstract

importanceThe frequency of cancers with indolent behavior has increased with screening. Better tools to identify indolent tumors are needed to avoid overtreatment.

objectiveTo determine if a multigene classifier is associated with indolent behavior of invasive breast cancers in women followed for 2 decades. DESIGN, SETTING, AND

participantsThis is a secondary analysis of a randomized clinical trial of tamoxifen vs no systemic therapy, with more than 20-year follow-up. An indolent threshold (ultralow risk) of the US Food and Drug Administration-cleared MammaPrint 70-gene expression score was established above which no breast cancer deaths occurred after 15 years in the absence of systemic therapy. Immunohistochemical markers (n = 727 women) and Agilent microarrays, for MammaPrint risk scoring (n = 652 women), were performed from formalin-fixed paraffin-embedded primary tumor blocks. Participants were postmenopausal women with clinically detected node-negative breast cancers treated with mastectomy or lumpectomy and radiation enrolled in the Stockholm tamoxifen (STO-3) trial, 1976 to 1990. EXPOSURES: After 2 years of tamoxifen vs no systemic therapy, regardless of hormone receptor status, patients without relapse who reconsented were further randomized to 3 additional years or none. MAIN OUTCOMES AND MEASURES: Breast cancer-specific survival assessed by Kaplan-Meier analyses and multivariate Cox proportional hazard modeling, adjusted for treatment, patient age, year of diagnosis, tumor size, grade, hormone receptors, and ERBB2/HER2 and Ki67 status.

resultsIn this secondary analysis of node-negative postmenopausal women, conducted in the era before mammography screening, among the 652 women with MammaPrint scoring available (median age, 62.8 years of age), 377 (58%) and 275 (42%) were MammaPrint low and high risk, respectively, while 98 (15%) were ultralow risk. At 20 years, women with 70-gene high and low tumors but not ultralow tumors had a significantly higher risk of disease-specific death compared with ultralow-risk patients by Cox analysis (hazard ratios, 4.73 [95% CI, 1.38-16.22] and 4.54 [95% CI, 1.40-14.80], respectively). There were no deaths in the ultralow-risk tamoxifen-treated arm at 15 years, and these patients had a 20-year disease-specific survival rate of 97%, whereas for untreated patients the survival rate was 94%. Recursive partitioning identified ultralow risk as the most significant predictor of good outcome. In tumors "not ultralow risk," tumor size greater than 2 cm was the most predictive of outcome. CONCLUSIONS AND RELEVANCE: The ultralow-risk threshold of the 70-gene MammaPrint assay can identify patients whose long-term systemic risk of death from breast cancer after surgery alone is exceedingly low.

Indexed as

Oligonucleotide Array Sequence AnalysisTranscriptomeAntineoplastic Agents, HormonalBiomarkers, TumorBreast NeoplasmsChemotherapy, AdjuvantDisease-Free SurvivalFemaleGene Expression ProfilingHumansImmunohistochemistryKaplan-Meier EstimateMastectomyMastectomy, SegmentalMiddle AgedMultivariate AnalysisAntineoplastic Agents, HormonalBiomarkers, TumorTamoxifen

Identifiers

PMID28662222
PMCPMC5710197
OpenAlexW2729482777

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.