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.

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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
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article
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article

Transcriptomic insights into lobular breast cancer biology and patient outcomes: analysis of the MINDACT clinical trial

Ha-Linh Nguyen, Étienne Brain, Coralie Poncet, Marion Maetens et al.
Clinical Cancer Research
Breast Cancer Treatment Studies
article

Transcriptomic insights into lobular breast cancer biology and patient outcomes: analysis of the MINDACT clinical trial

Ha-Linh Nguyen, Étienne Brain, Coralie Poncet, Marion Maetens, Jean‐Yves Pierga, Jelle Wesseling, Fátima Cardoso, Otto Metzger, Suzan Vrijaldenhoven, François Richard, K.C. Aalders, G Viale, Christine Desmedt, Karen Van Baelen, Mauro Delorenzi, Suzette Delaloge, M J Piccart, Sabine Linn, Emiel Rutgers, Laura van 't Veer
article en

Abstract

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.

Clinical Cancer Research
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)
Good health and well-being
Openalex Percentile: Top 14%
Breast Cancer Treatment Studies
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