Evidence map›Paper›PMID 40526879›Full record

ArticleJCO precision oncology2025

Immune Subtyping Identifies Patients With Hormone Receptor-Positive Early-Stage Breast Cancer Who Respond to Neoadjuvant Immunotherapy (IO): Results From Five IO Arms of the I-SPY2 Trial.

Denise M Wolf, Christina Yau, Michael Campbell, Annuska Glas, Andrei Barcaru, Lorenza Mittempergher, Midas Kuilman, Lamorna Brown-Swigart, Gillian Hirst, Amrita Basu and 26 more

Abstract read
In one paragraph

Article in JCO precision oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Observational
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

36 authors.

Denise M WolfDepartment of Laboratory Medicine, University of California San Francisco, San Francisco, CA.ORCID 0000-0002-3676-653X
Christina YauDepartment of Surgery, University of California San Francisco, San Francisco, CA.ORCID 0000-0002-1937-0859
Michael CampbellDepartment of Surgery, University of California San Francisco, San Francisco, CA.
Annuska GlasAgendia Inc, Irvine, CA.ORCID 0000-0002-0775-138X
Andrei BarcaruAgendia Inc, Irvine, CA.
Lorenza MittempergherAgendia Inc, Irvine, CA.ORCID 0000-0003-3425-3965
Midas KuilmanAgendia Inc, Irvine, CA.
Lamorna Brown-SwigartDepartment of Laboratory Medicine, University of California San Francisco, San Francisco, CA.ORCID 0000-0003-2076-5177
Gillian HirstDepartment of Surgery, University of California San Francisco, San Francisco, CA.ORCID 0000-0002-4502-0035
Amrita BasuDepartment of Surgery, University of California San Francisco, San Francisco, CA.ORCID 0000-0001-5362-1343
Mark MagbanuaDepartment of Laboratory Medicine, University of California San Francisco, San Francisco, CA.ORCID 0000-0003-2113-3593
Rosalyn SayamanDepartment of Laboratory Medicine, University of California San Francisco, San Francisco, CA.ORCID 0000-0003-1343-0619
Laura HuppertDivision of Hematology/Oncology, University of California San Francisco, San Francisco, CA.ORCID 0000-0003-3400-7908
Amy DelsonBreast Science Advocacy Core, University of California San Francisco, San Francisco, CA.ORCID 0000-0002-2837-3218
I-SPY2 Investigators
W Fraser SymmansDepartment of Pathology, University of Texas MD Anderson Cancer Center, Houston, TX.ORCID 0000-0002-1526-184X
Alexander BorowskyDepartment of Pathology, University of California Davis, Davis, CA.
Paula PohlmannDivision of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX.ORCID 0000-0001-7914-5162
Hope RugoDivision of Hematology/Oncology, University of California San Francisco, San Francisco, CA.ORCID 0000-0001-6710-4814
Amy ClarkPerelman School of Medicine, University of Pennsylvania, Philadelphia, PA.ORCID 0000-0002-3685-6535
Douglas YeeDepartment of Medicine, University of Minnesota, Minneapolis, MN.ORCID 0000-0002-3387-4009
Angela DeMichelePerelman School of Medicine, University of Pennsylvania, Philadelphia, PA.ORCID 0000-0003-1297-4251
Jane PerlmutterGemini Group, Ann Arbor, MI.
Emmanuel F PetricoinCenter for Applied Proteomics, George Mason University, Manassas, VA.ORCID 0000-0001-9146-5572
Jo ChienDivision of Hematology/Oncology, University of California San Francisco, San Francisco, CA.ORCID 0000-0003-2978-6249
Erica Stringer-ReasorDepartment of Medicine, University of Alabama, Birmingham, AL.ORCID 0000-0002-1862-3367
Rebecca ShatskyDepartment of Medicine, University of California San Diego, San Diego, CA.ORCID 0000-0003-2289-6234
Minetta LiuDepartment of Oncology, Mayo Clinic, Rochester, MN.ORCID 0000-0002-8206-5232
Hyo HanDepartment of Medical Oncology, Moffitt Cancer Center, Tampa, FL.
Hatem SolimanDepartment of Medical Oncology, Moffitt Cancer Center, Tampa, FL.ORCID 0000-0001-6644-2264
Claudine IsaacsDepartment of Medicine, Georgetown University, Washington, DC.ORCID 0000-0002-9646-1260
Rita NandaDepartment of Medicine, University of Chicago, Chicago, IL.ORCID 0000-0001-5248-0876
Nola HyltonDepartment of Radiology, University of California San Francisco, San Francisco, CA.ORCID 0000-0002-6747-1662
Lajos PusztaiYale School of Medicine, Yale University, New Haven, CT.ORCID 0000-0001-9632-6686
Laura EssermanDepartment of Surgery, University of California San Francisco, San Francisco, CA.ORCID 0000-0001-9202-4568
Laura van 't VeerDepartment of Laboratory Medicine, University of California San Francisco, San Francisco, CA.ORCID 0000-0002-9838-8298

Funding

Translational InformaticsP30CA082103 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Kate Taylor Shumate · 1999 to 2026
$209.7M
XRAY CRYSTALLOGRAPHYP30CA013148 · NCI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Robert S Welner · 1985 to 2026
$165.9M
Tissue Culture Shared ResourceP30CA051008 · NCI · GEORGETOWN UNIVERSITY · PI Louis M Weiner · 1990 to 2026
$71.5M
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 LAURA J ESSERMAN · 2017 to 2026
$22.9M
The Cancer Cell Map Initiative v2.0U54CA274502 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Trey Ideker, Nevan J Krogan · 2022 to 2026
$14.2M
Strategy for combining circulating tumor DNA (ctDNA) and magnetic resonance imaging (MRI) measures of tumor burden for prediction of response and outcome in neoadjuvant-treated early breast cancerR01CA255442 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI LI, WEN, MAGBANUA, MARK JESUS · 2021 to 2025
$3.3M
UCSF Paul Calabresi K12 Career Development Program in Clinical OncologyK12CA260225 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BERGSLAND, EMILY K, BIVONA, TREVER G · 2021 to 2025
$2.6M
A systems biology approach to elucidate the biology of immune-associated outcomes in breast cancerK01CA279498 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Rosalyn Wong Sayaman · 2023 to 2026
$696k
NCI NIH HHS K01 CA279498NCI NIH HHS K12 CA260225NCI NIH HHS P01 CA210961NCI NIH HHS P30 CA013148NCI NIH HHS P30 CA051008NCI NIH HHS P30 CA082103NCI NIH HHS R01 CA255442NCI NIH HHS U54 CA274502
6 · The paper itself

Abstract

purposeNeoadjuvant immunotherapy (IO) has become the standard of care for early-stage triple-negative breast cancer (TNBC), but not yet for other subtypes. We previously developed a clinical-grade mRNA-based immune classifier (ImPrint) predicting response to IO that is now being used in I-SPY2.2 as part of the response predictive subtypes. We report the performance of ImPrint in hormone receptor-positive and human epidermal growth factor receptor 2-negative (HR+HER2-) patients from five IO arms.

methodsA total of 204 HR+HER2- (MammaPrint high-risk) patients from five IO arms (anti-PD-1, anti-PD-L1/poly [ADP-ribose] polymerase inhibitor combination, anti-PD-1/toll-like receptor 9 dual-IO combination, and anti-PD-1 ± lymphocyte activation gene 3 dual-IO combination) and 191 patients from the chemotherapy-only control arm were included in this analysis. Patients were classified as ImPrint+ (likely sensitive) versus ImPrint- (likely resistant), using pretreatment mRNA. Performance of ImPrint for predicting pathologic complete response (pCR) to IO-containing arms was characterized and compared with tumor grade (III), MammaPrint (ultra) High2 risk (MP2), and estrogen receptor (ER)-low (ER ≤ 10%).

resultsOverall, the pCR rate across the five IO arms was 33%. 26% of HR+HER2- patients were ImPrint+, and pCR rates with IO were 75% in ImPrint+ versus 17% in ImPrint-, with the highest pCR rate >90% in a dual-IO arm. In the control arm, pCR rates were 33% in ImPrint+ and 8% in ImPrint-. Tumor grade (III), MP2, and ER-low showed pCR rates in IO of 45%, 56%, and 63%, respectively, with lower pCR odds ratios (OR < 7.5) compared with ImPrint (OR = 14.5).

conclusionUsing an accurate selection strategy, HR+HER2- patients could achieve pCR rates similar to what is seen with best neoadjuvant therapies in TNBC and HER2+ (ie, pCR rate >65%-70%). ImPrint, an Food and Drug Administration IDE-enabled assay, may represent a way to identify HR+HER2- patients for IO that best balances likely benefit versus risk of serious immune-related adverse events.

Indexed as

Breast NeoplasmsImmunotherapyNeoadjuvant TherapyAdultAgedErb-b2 Receptor Tyrosine KinasesFemaleHumansMiddle AgedNeoplasm StagingReceptors, EstrogenReceptors, ProgesteroneERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesReceptors, EstrogenReceptors, Progesterone

Identifiers

PMID40526879
PMCPMC12184982

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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.