Transcriptomic insights into lobular breast cancer biology and patient outcomes: analysis of the MINDACT clinical trial
BACKGROUND: Invasive lobular carcinoma (ILC) is the second most common subtype of breast cancer after invasive breast cancer of no special type (IBC-NST). This retrospective analysis of the MINDACT trial investigated transcriptomic differences between estrogen receptor-positive/HER2-negative (ER+/HER2-) ILC versus ER+/HER2- IBC-NST, classic and non-classic ER+/HER2- ILC, and, recurring and non-recurring ER+/HER2- ILC in patients with a low genomic risk and either a low (cL/gL) or high clinical risk (cH/gL). PATIENTS AND METHODS: We analyzed 4261 ER+/HER2- tumors (63.7%, 464 ILC, 3798 IBC-NST) with central pathology review. Differential gene expression analysis was adjusted for age and grade, followed by gene set enrichment analysis. Adjusted regression models evaluated associations of transcriptomic profiles with disease-free (DFS) and distant recurrence-free survival (DRFS). RESULTS: An increased expression of CDH1 (E-cadherin) in IBC-NST compared to ILC was observed. ILC showed more uptake of extracellular lipid sources (LPL, CD36, LEP, LEPR), while IBC-NST favored lipid synthesis (FASN). Decreased ER-signaling, increased PI3K/Akt-signaling, and differences related to the extracellular matrix was also observed in ILC. Classic and non-classic ILC differed subtly, notably in cell cycle regulation. In ER+/HER2- ILC patients with a cL/gL risk, enrichment of apoptosis, inflammatory response, hypoxia and oncogenic signaling (PI3K/Akt, Ras, c-Myc) was associated with worse survival. In contrast, in the cH/gL group, associations between ILC transcriptomic features and survival were more subtle. CONCLUSIONS: This represents the largest transcriptomic dataset for ILC from a clinical trial with central histology review. Findings may provide insights to refine treatment and relapse risk assessment for ILC patients.
Authors
- Ha-Linh Nguyen (ORCID: https://orcid.org/0000-0002-2538-7657)
- Étienne Brain (ORCID: https://orcid.org/0000-0003-0881-9371)
- Coralie Poncet (ORCID: https://orcid.org/0000-0002-8635-9350)
- Marion Maetens (ORCID: https://orcid.org/0000-0002-0505-2622)
- Jean‐Yves Pierga (ORCID: https://orcid.org/0000-0002-2863-9995)
- Jelle Wesseling (ORCID: https://orcid.org/0000-0002-8940-2676)
- Fátima Cardoso (ORCID: https://orcid.org/0000-0002-6692-2249)
- Otto Metzger (ORCID: https://orcid.org/0000-0003-0792-0320)
- Suzan Vrijaldenhoven
- François Richard (ORCID: https://orcid.org/0000-0003-4353-3619)
- K.C. Aalders (ORCID: https://orcid.org/0000-0003-1088-2476)
- G Viale
- Christine Desmedt (ORCID: https://orcid.org/0000-0002-5223-5579)
- Karen Van Baelen (ORCID: https://orcid.org/0000-0002-5700-3574)
- Mauro Delorenzi (ORCID: https://orcid.org/0000-0001-7631-3263)
- Suzette Delaloge (ORCID: https://orcid.org/0000-0003-2106-9165)
- M J Piccart
- Sabine Linn
- Emiel Rutgers (ORCID: https://orcid.org/0009-0008-4865-5248)
- Laura van 't Veer (ORCID: https://orcid.org/0000-0002-9838-8298)
Institutions
- Champalimaud Foundation (PT)
- University of California, San Francisco (US)
- European CanCer Organisation (BE)
- Institut Jules Bordet (BE)
- Institut Gustave Roussy (FR)
- Noordwest Ziekenhuisgroep (NL)
- Dana-Farber Cancer Institute (US)
- Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital (NL)
- European Organisation for Research and Treatment of Cancer (BE)
- Physique des Cellules et Cancers (FR)
- European Institute of Oncology (IT)
- University of San Francisco (US)
- Institut Curie (FR)
- University of Lausanne (CH)
- KU Leuven (BE)
Publication Details
- Journal
- Clinical Cancer Research
- Published
- 2026-04-17
- DOI
- https://doi.org/10.1158/1078-0432.ccr-25-3808
- Primary Topic
- Breast Cancer Treatment Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00