Primary Tumor Epigenetic and Transcriptomic Alterations Associated with Nodal Burden and Metastatic Risk in ER+/HER2− Breast Cancer
De-escalation of axillary surgery has resulted in the loss of pathologic nodal information, yet the extent of lymph node involvement remains an important determinant of treatment decisions in estrogen receptor-positive (ER+)/HER2− disease. We examined whether primary tumors differed molecularly according to the extent of this regional dissemination. Genome-wide DNA methylation profiling of primary ER+/HER2− tumors from 47 patients with pN1 (n = 29) vs. >pN1 (n = 18) disease showed differences concentrated at promoters of developmental and cell-adhesion genes. By integrating methylomes with transcriptomes from the TCGA-BRCA cohort (n = 148) and clinical outcomes from KM Plotter (RFS, n = 1154; OS, n = 442; DMFS, n = 423), we identified four genes (ARL10, RIC3, CXCL14, KCNH2) showing concordant molecular and clinical associations, from which we derived the Lymph-node Involvement Outcome Numerator (LION) score. Lower LION scores were observed in metastatic lesions from the AURORA US cohort (n = 45). In SCAN-B (n = 3969), lower scores were associated with shorter distant recurrence-free intervals (HR = 0.38; 95% CI 0.23–0.62); this association persisted after adjustment for age, nodal and tumor category but was lost after adjustment for histological grade (HR = 0.83; 95% CI 0.48–1.44), indicating that the score and grade capture overlapping biology. These findings suggest that primary tumors already display coordinated epigenetic and transcriptional alterations associated with the extent of metastatic dissemination.
Authors
- Soo Kyung Ahn (ORCID: https://orcid.org/0000-0002-3510-6652)
- Miquel Ensenyat-Méndez (ORCID: https://orcid.org/0000-0003-4192-806X)
- Maggie Lee DiNome (ORCID: https://orcid.org/0000-0002-1926-292X)
- Pere Llinàs‐Arias (ORCID: https://orcid.org/0000-0002-3666-0532)
- Diego M. Marzese (ORCID: https://orcid.org/0000-0002-3258-8852)
- Andrés F. Bedoya-López
- Sandra Iñiguez-Muñoz
- Rachel E. Factor
Institutions
- Duke University (US)
- Hallym University Kangnam Sacred Heart Hospital (KR)
- Health Research Institute of the Balearic Islands (ES)
- Duke Medical Center (US)
- Duke Cancer Institute
Publication Details
- Journal
- International Journal of Molecular Sciences
- Published
- 2026-09-04
- DOI
- https://doi.org/10.3390/ijms27177901
- Primary Topic
- Breast Cancer Treatment Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- U.S. Department of Defense
- Duke University
- Govern de les Illes Balears