Evidence map›Paper›PMID 41709333›Full record

ArticleBreast cancer research : BCR2026

Development and cross-validation of a novel multi-omic assay to assess locoregional recurrence risk and adjuvant therapy benefit in early-stage hormone receptor positive invasive breast cancer patients.

Troy Bremer, Karuna Mittal, Chirag Shah, Frank Vicini, Naamit K Gerber, Melissa Krystel-Whittemore, Clayton C Yates, Balasubramanyam Karanam, Walter Bell, Samuel G Borak and 11 more

Abstract readMulticenter Study
In one paragraph

Article in Breast cancer research : BCR, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

21 authors.

Troy BremerPreludeDx, Laguna Hills, CA, USA. tbremer@preludedx.com.
Karuna MittalPreludeDx, Laguna Hills, CA, USA. Kmittal@preludedx.com.
Chirag ShahAllegheny Health Network, Pittsburgh, PA, USA.
Frank ViciniMichigan Healthcare Professionals, Farmington Hills, MI, USA.
Naamit K GerberLaura and Isaac Perlmutter Cancer Center, New York, NY, USA.
Melissa Krystel-WhittemoreNYU Grossman School of Medicine, New York, NY, USA.
Clayton C YatesJohns Hopkins School of Medicine, Baltimore, MD, USA.
Balasubramanyam KaranamTuskegee University, Tuskegee, AL, USA.
Walter BellBaptist Health, University of Alabama Birmingham, Montgomery, AL, USA.
Samuel G BorakBaptist Health, University of Alabama Birmingham, Montgomery, AL, USA.
Charles E CoxUniversity of South Florida, Morsani College of Medicine, Tampa, FL, USA.
Abigail BeardUniversity of South Florida, Morsani College of Medicine, Tampa, FL, USA.
Geza AcsAdventHealth Tampa, Tampa, FL, USA.
Vincent ReidHall Perrine Cancer Center, Mercy Medical Center, Cedar Rapids, IA, USA.
Zahraa Al-HilliIntegrated Surgical Institute, Cleveland Clinic, Cleveland, OH, USA.
Steven C ShiversPreludeDx, Laguna Hills, CA, USA.
Mark MentrikoskiPreludeDx, Laguna Hills, CA, USA.
David DabbsPreludeDx, Laguna Hills, CA, USA.
Jess SavalaPreludeDx, Laguna Hills, CA, USA.
Pat W WhitworthPreludeDx, Laguna Hills, CA, USA.
Charlotta WadstenSundsvall Hospital, Sundsvall, Sweden. charlotta.wadsten@rvn.se.

Funding

Research Education CoreU54CA295336 · NCI · JOHNS HOPKINS UNIVERSITY · PI Rao Khan, Heng Li · 2024 to 2026
$5.4M
Research EducationU54CA295337 · NCI · HOWARD UNIVERSITY · PI CARLA D WILLIAMS · 2024 to 2026
$5.4M
NCI NIH HHS U54 CA295336NCI NIH HHS U54 CA295337
6 · The paper itself

Abstract

purposeBreast cancer management is shifting towards personalized treatment regimens, particularly for early-stage, hormone receptor positive (HR+) invasive breast cancer (IBC) patients following breast conserving surgery (BCS) where locoregional recurrence (LRR) rates are low. A critical unmet need is the development of tools that can both improve prognostic risk assessment and identify which patients are likely to benefit or not benefit from adjuvant radiation therapy (RT). Herein we developed and cross validated a novel multi-omic assay to assess LRR risk and expected RT benefit for early-stage HR+/HER2-negative IBCs.

methodsA retrospective multi-institutional cohort of 922 patients (T1-2, N0-1, HR+, HER2-) treated with definitive breast conserving surgery (BCS) with or without adjuvant treatment was used to develop and cross-validate a test to predict IBC LRR after BCS ± RT. Treatment assignment was not randomized. The test integrated NGS and proteomic assay data using two biosignatures to generate results: a Decision Score (DS) to predict 10-year LRR prognosis and a radiation resistance index (RRI) to predict differential RT effect on LRR. Associations between DS and RRI with LRR risk and RT interaction were tested using multivariable Cox models.

resultsIncreasing continuous DS was associated with increasing LRR risk (HR 3.4 per 5 units; p<.001, n = 922) after adjusting for clinicopathologic risk factors, while RT was associated with reduced LRR risk (HR 0.2; p < .001). Increasing continuous RRI was associated with increasing LRR risk for patients treated with RT (HR = 3.1 per 5 units; RT: RRI pinteraction = 0.002). Biosignature utility was demonstrated for categorical risk groups, which were also associated with differential RT benefit. DS Elevated Risk patients (DS > 5) had higher LRR risk without RT (HR = 4.8; p = .0014) with corresponding 10-year risks of 24% in DS Elevated Risk versus 7% in DS Low Risk (DS ≤ 5). In DS Low Risk patients, a statistically significant reduction in LRR risk (HR = 1.0, p = .96) was not observed. However, in the DS Elevated Risk group, RT was associated with decreased LRR risk (HR = 0.4, p = .0097) for patients with a lower radio resistance index (DS > 5, RRI ≤ 5), whereas RT was not associated with a statistically significant reduction in LRR risk (HR = 0.8, p = .51) for patients with a higher radio resistance index (DS > 5, RRI > 5).

conclusionsIn this large retrospective, non- randomized multi-institutional cohort, the novel multi-omic biosignature was associated with lower and higher LRR risk after BCS and associated with statistically significant differential RT effect for LRR risk reduction. Clinically meaningful risk groups that were associated with differential RT benefit were identified using the biosignature, supporting its potential utility in the assessment of the LRR risk in early-stage HR+/HER2-negative IBC. Further clinical validation studies are in process, and prospective validation studies are being planned to establish the role of the test in clinical practice.

Indexed as

Breast NeoplasmsNeoplasm Recurrence, LocalAdultAgedBiomarkers, TumorErb-b2 Receptor Tyrosine KinasesFemaleHumansMastectomy, SegmentalMiddle AgedMultiomicsNeoplasm StagingPrognosisProteomicsRadiotherapy, AdjuvantReceptors, EstrogenBiomarkers, TumorErb-b2 Receptor Tyrosine KinasesReceptors, EstrogenReceptors, Progesterone

Identifiers

PMID41709333
PMCPMC12961866

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.