Evidence map›Paper›PMID 38153734›Full record

ArticleJAMA network open2023

Race, Gene Expression Signatures, and Clinical Outcomes of Patients With High-Risk Early Breast Cancer.

Beverly Kyalwazi, Christina Yau, Michael J Campbell, Toshio F Yoshimatsu, A Jo Chien, Anne M Wallace, Andres Forero-Torres, Lajos Pusztai, Erin D Ellis, Kathy S Albain and 24 more

Abstract readMulticenter Study
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Ethnic disparities in survival and progression among EGFR-mutated adenocarcinoma of lung cancer patients treated with tyrosine kinase inhibitors: a systematic review and meta-analysis.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2025
    Pooled it
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Associations of Immune Checkpoint Predictive Biomarkers (MHC-I and MHC-II) with Clinical and Molecular Features in a Diverse Breast Cancer Cohort.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
    Article
  8. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

34 authors.

Beverly KyalwaziCenter for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois.
Christina YauDepartment of Surgery, University of California, San Francisco.
Michael J CampbellDepartment of Surgery, University of California, San Francisco.
Toshio F YoshimatsuCenter for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois.
A Jo ChienDepartment of Hematology Oncology and Surgery, University of California, San Francisco Helen Diller Comprehensive Cancer Center, San Francisco.
Anne M WallaceDivision of Breast Surgery and the Comprehensive Breast Health Center, University of California San Diego, La Jolla.
Andres Forero-TorresDivision of Hematology/Oncology, The University of Alabama at Birmingham.
Lajos PusztaiDepartment of Medical Oncology, Yale School of Medicine, Yale University, New Haven, Connecticut.
Erin D EllisSwedish Cancer Institute, Seattle, Washington.
Kathy S AlbainDivision of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis.
Anne H BlaesDivision of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis.
Barbara B HaleyDivision of Hematology-Oncology, University of Texas Southwestern Medical Center, Dallas.
Judy C BougheyDepartment of Surgery, Mayo Clinic, Rochester, Minnesota.
Anthony D EliasUniversity of Colorado Cancer Center, Aurora.
Amy S ClarkDivision of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia.
Claudine J IsaacsDepartment of Medicine, Georgetown University, Washington, DC.
Rita NandaDepartment of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois.
Hyo S HanDepartment of Breast Oncology, Moffitt Cancer Center, Tampa, Florida.
Rachel L YungDepartment of Medicine, School of Medicine, University of Washington, Seattle.
Debasish TripathyDivision of Cancer Medicine, Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston.
Kristen K EdmistonInova Health System, Fairfax, Virginia.
Rebecca K ViscusiDepartment of Surgery, University of Arizona College of Medicine, Tucson.
Donald W NorthfeltDepartment of Medical Oncology, Mayo Clinic, Phoenix, Arizona.
Qamar J KhanDivision of Medical Oncology, Department of Internal Medicine, University of Kansas Medical Center, Kansas City.
Smita M AsareQuantum Leap Healthcare Collaborative, San Francisco, California.
Amy WilsonQuantum Leap Healthcare Collaborative, San Francisco, California.
Gillian L HirstDepartment of Surgery, University of California, San Francisco.
Ruixiao LuQuantum Leap Healthcare Collaborative, San Francisco, California.
William Fraser SymmansDivision of Pathology and Laboratory Medicine, Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston.
Douglas YeeDivision of Hematology-Oncology, Department of Medicine, University of Minnesota, Minneapolis.
Angela M DeMicheleDivision of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia.
Laura J van 't VeerDepartment of Laboratory Medicine, University of California, San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco.
Laura J EssermanDepartment of Surgery, University of California, San Francisco.
Olufunmilayo I OlopadeCenter for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, Illinois.

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
The I SPY 2.2 TRIAL: Evolving to Imaging and Molecular Biomarker Response Directed Adaptive Sequential Treatment to Optimize Breast Cancer OutcomesP01CA210961 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Nola M. Hylton-Watson · 2017 to 2026
$22.9M
UChicago Interdisciplinary Cancer Health Disparities SPOREP20CA233307 · NCI · UNIVERSITY OF CHICAGO · PI HUO, DEZHENG · 2018 to 2020
$3.4M
NCATS NIH HHS UL1 TR001863NCI NIH HHS P01 CA210961NCI NIH HHS P20 CA233307
6 · The paper itself

Abstract

Importance: There has been little consideration of genomic risk of recurrence by breast cancer subtype despite evidence of racial disparities in breast cancer outcomes. Objective: To evaluate associations between clinical trial end points, namely pathologic complete response (pCR) and distant recurrence-free survival (DRFS), and race and examine whether gene expression signatures are associated with outcomes by race. Design, Setting, and Participants: This retrospective cohort study used data from the Investigation of Serial Studies to Predict Your Therapeutic Response With Imaging and Molecular Analysis 2 (I-SPY 2) multicenter clinical trial of neoadjuvant chemotherapy with novel agents and combinations for patients with previously untreated stage II/III breast cancer. Analyses were conducted of associations between race and short- and long-term outcomes, overall and by receptor subtypes, and their association with 28 expression biomarkers. The trial enrolled 990 female patients between March 30, 2010, and November 5, 2016, with a primary tumor size of 2.5 cm or greater and clinical or molecular high risk based on MammaPrint or hormone receptor (HR)-negative/ERBB2 (formerly HER2 or HER2/neu)-positive subtyping across 9 arms. This data analysis was performed between June 10, 2021, and October 20, 2022. Exposure: Race, tumor receptor subtypes, and genomic biomarker expression of early breast cancer. Main Outcomes and Measures: The primary outcomes were pCR and DRFS assessed by race, overall, and by tumor subtype using logistic regression and Cox proportional hazards regression models. The interaction between 28 expression biomarkers and race, considering pCR and DRFS overall and within subtypes, was also evaluated. Results: The analytic sample included 974 participants (excluding 16 self-reporting as American Indian or Alaska Native, Native Hawaiian or Other Pacific Islander, or multiple races due to small sample sizes), including 68 Asian (7%), 120 Black (12%), and 786 White (81%) patients. Median (range) age at diagnosis was 47 (25-71) years for Asian, 49 (25-77) for Black, and 49 (23-73) years for White patients. The pCR rates were 32% (n = 22) for Asian, 30% for Black (n = 36), and 32% for White (n = 255) patients (P = .87). Black patients with HR-positive/ERBB2-negative tumors not achieving pCR had significantly worse DRFS than their White counterparts (hazard ratio, 2.28; 95% CI, 1.24-4.21; P = .01), with 5-year DRFS rates of 55% (n = 32) and 77% (n = 247), respectively. Black patients with HR-positive/ERBB2-negative tumors, compared with White patients, had higher expression of an interferon signature (mean [SD], 0.39 [0.87] and -0.10 [0.99]; P = .007) and, compared with Asian patients, had a higher mitotic score (mean [SD], 0.07 [1.08] and -0.69 [1.06]; P = .01) and lower estrogen receptor/progesterone receptor signature (mean [SD], 0.31 [0.90] and 1.08 [0.95]; P = .008). A transforming growth factor β signature had a significant association with race relative to pCR and DRFS, with a higher signature associated with lower pCR and worse DRFS outcomes among Black patients only. Conclusions and Relevance: The findings show that women with early high-risk breast cancer who achieve pCR have similarly good outcomes regardless of race, but Black women with HR-positive/ERBB2-negative tumors without pCR may have worse DRFS than White women, highlighting the need to develop and test novel biomarker-informed therapies in diverse populations.

Indexed as

Breast NeoplasmsRacial GroupsDisease-Free SurvivalFemaleHumansPathologic Complete ResponseRetrospective StudiesTranscriptome

Identifiers

PMID38153734
PMCPMC10755617

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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.