Evidence map›Paper›PMID 40907570›Full record

ArticleCancer research and treatment2026

Long-term Prognostic Value and Analytical Parameters of the Next-Generation Sequencing-Based Multigene Assay in Hormone Receptor-Positive, HER2-Negative Breast Cancer.

Hyunji Kim, Jiwon Koh, Hyunwoo Lee, Gyungyub Gong, Sujin Oh, Jiyoung Lee, Ho Eun Chang, Yunhee Choi, Eunhye Kang, Jai Min Ryu and 8 more

Abstract read
In one paragraph

Article in Cancer research and treatment, 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

18 authors.

Hyunji Kim *Department of Laboratory Medicine, Seoul National University Bundang Hospital, Seongnam, Korea.
Jiwon Koh *Department of Pathology, Seoul National University Hospital, Seoul, Korea.
Hyunwoo Lee *Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
Gyungyub GongDepartment of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
Sujin OhDepartment of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea.
Jiyoung LeeDepartment of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea.
Ho Eun ChangDepartment of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea.
Yunhee ChoiMedical Research Collaborating Center, Seoul National University Hospital, Seoul, Korea.
Eunhye KangDepartment of Surgery, Seoul National University College of Medicine, Seoul, Korea.
Jai Min RyuDivision of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
Dong Seung ShinDivision of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
Sae Byul LeeDivision of Breast Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
Hee Jin LeeDepartment of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea.
Hong-Kyu KimDepartment of Surgery, Seoul National University College of Medicine, Seoul, Korea.
Hee-Chul ShinDepartment of Surgery, Seoul National University College of Medicine, Seoul, Korea.
Wonshik HanDepartment of Surgery, Seoul National University College of Medicine, Seoul, Korea.
Han-Byoel LeeDepartment of Surgery, Seoul National University College of Medicine, Seoul, Korea. hblee80@gmail.com.
Kyoung Un ParkDepartment of Laboratory Medicine, Seoul National University Bundang Hospital, Seongnam, Korea. m91w95pf@snu.ac.kr.

Funding

DCGen, Co., Ltd.
6 · The paper itself

Abstract

Purpose: In hormone receptor (HR)-positive, human epidermal growth factor receptor 2 (HER2)-negative early breast cancer, gene expression testing facilitates treatment decisions. A next-generation sequencing (NGS)-based assay was developed to address test decentralization and underrepresentation of younger/premenopausal patients. We aimed to validate the long-term prognostic value of the NGS-based assay and analyze its quality control (QC) parameters. Materials and Methods: We analyzed samples from 265 patients with breast cancer with at least 10 years of follow-up. We evaluated the long-term prognostic ability of the NGS-based assay according to the risk groups for distant recurrence, as determined by the Decision Index, and the performance of the QC parameters used for the experimental process. Results: Among 265 participants, 60.4% were ≤ 50 years old, and 39 (14.7%) experienced distant recurrence within 10 years. In the Decision Index-stratified low- and high-risk groups (n=186, 70.2% and n=79, 29.8%), 10-year distant metastasis-free survival rates were 96.1% (95% confidence interval [CI], 92.1 to 98.1) and 79.3% (95% CI, 68.4 to 86.8), respectively. In patients aged ≤ 50 years, the high-risk group had a hazard ratio of 5.89 (95% CI, 2.84 to 12.20). Analyses including 106 samples that failed the stringent QC criteria showed inferior prognostic value, wherein DV200 and cDNA concentrations were the most crucial parameters. Conclusion: We validated the prognostic ability of an NGS-based assay to stratify HR-positive/HER2-negative breast cancers and predict the risk of distant recurrence, and confirmed the requirement for stringent QC criteria to ensure its prognostic ability.

Indexed as

Biomarkers, TumorBreast NeoplasmsErb-b2 Receptor Tyrosine KinasesHigh-Throughput Nucleotide SequencingReceptors, EstrogenReceptors, ProgesteroneAdultAgedFemaleHumansMiddle AgedNeoplasm Recurrence, LocalPrognosisBiomarkers, TumorERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesReceptors, EstrogenReceptors, ProgesteroneBreast neoplasmsHormone receptorMultigene assayNext-generation sequencingPrognostic valueQuality controlRNA expression analysis

Identifiers

PMID40907570
PMCPMC13680082

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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.