TY - JOUR
T1 - Transcriptomic Insights into Lobular Breast Cancer Biology and Patient Outcomes
T2 - Analysis of the MINDACT Clinical Trial
AU - Desmedt, Christine
AU - Nguyen, Ha Linh
AU - Richard, François
AU - Linn, Sabine
AU - Metzger Fihlo, Otto
AU - Poncet, Coralie
AU - Wesseling, Jelle
AU - Aalders, Kim
AU - Delorenzi, Mauro
AU - Delaloge, Suzette
AU - Pierga, Jean Yves
AU - Brain, Etienne
AU - Vrijaldenhoven, Suzan
AU - Van Baelen, Karen
AU - Maetens, Marion
AU - Rutgers, Emiel
AU - Piccart, Martine
AU - Van 't Veer, Laura
AU - Viale, Giuseppe
AU - Cardoso, Fatima
N1 - Publisher Copyright:
© 2026 The Authors.
PY - 2026/8/3
Y1 - 2026/8/3
N2 - PURPOSE: 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 (ER)-positive/HER2-negative ILC and ER+/HER2- IBC-NST; classic and nonclassic ER+/HER2- ILC; and recurring and nonrecurring ER+/HER2- ILC in patients with a low genomic risk and either a low clinical/low genomic (cL/gL) or high clinical/low genomic (cH/gL) risk. EXPERIMENTAL DESIGN: We analyzed 4,262 ER+/HER2- tumors (63.7%; 464 ILC and 3,798 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 survival and distant recurrence-free survival. RESULTS: An increased expression of CDH1 (E-cadherin) in IBC-NST compared with ILC was observed. ILC showed more uptake of extracellular lipid sources (LPL, CD36, LEP, and LEPR), whereas IBC-NST favored lipid synthesis (FASN). Decreased ER signaling, increased PI3K/Akt signaling, and differences related to the extracellular matrix were also observed in ILC. Classic and nonclassic ILC differed subtly, notably in cell-cycle regulation. In patients with ER+/HER2- ILC with a cL/gL risk, enrichment of apoptosis, inflammatory response, hypoxia, and oncogenic signaling (PI3K/Akt, Ras, and c-Myc) were 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. These findings may provide insights to refine treatment strategies and relapse risk assessment for patients with ILC.
AB - PURPOSE: 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 (ER)-positive/HER2-negative ILC and ER+/HER2- IBC-NST; classic and nonclassic ER+/HER2- ILC; and recurring and nonrecurring ER+/HER2- ILC in patients with a low genomic risk and either a low clinical/low genomic (cL/gL) or high clinical/low genomic (cH/gL) risk. EXPERIMENTAL DESIGN: We analyzed 4,262 ER+/HER2- tumors (63.7%; 464 ILC and 3,798 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 survival and distant recurrence-free survival. RESULTS: An increased expression of CDH1 (E-cadherin) in IBC-NST compared with ILC was observed. ILC showed more uptake of extracellular lipid sources (LPL, CD36, LEP, and LEPR), whereas IBC-NST favored lipid synthesis (FASN). Decreased ER signaling, increased PI3K/Akt signaling, and differences related to the extracellular matrix were also observed in ILC. Classic and nonclassic ILC differed subtly, notably in cell-cycle regulation. In patients with ER+/HER2- ILC with a cL/gL risk, enrichment of apoptosis, inflammatory response, hypoxia, and oncogenic signaling (PI3K/Akt, Ras, and c-Myc) were 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. These findings may provide insights to refine treatment strategies and relapse risk assessment for patients with ILC.
UR - https://www.scopus.com/pages/publications/105046466924
U2 - 10.1158/1078-0432.CCR-25-3808
DO - 10.1158/1078-0432.CCR-25-3808
M3 - Article
C2 - 41995722
AN - SCOPUS:105046466924
SN - 1078-0432
VL - 32
SP - 3338
EP - 3350
JO - Clinical cancer research : an official journal of the American Association for Cancer Research
JF - Clinical cancer research : an official journal of the American Association for Cancer Research
IS - 15
ER -