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Transcriptomic Insights into Lobular Breast Cancer Biology and Patient Outcomes: Analysis of the MINDACT Clinical Trial

  • Christine Desmedt
  • , Ha Linh Nguyen
  • , François Richard
  • , Sabine Linn
  • , Otto Metzger Fihlo
  • , Coralie Poncet
  • , Jelle Wesseling
  • , Kim Aalders
  • , Mauro Delorenzi
  • , Suzette Delaloge
  • , Jean Yves Pierga
  • , Etienne Brain
  • , Suzan Vrijaldenhoven
  • , Karen Van Baelen
  • , Marion Maetens
  • , Emiel Rutgers
  • , Martine Piccart
  • , Laura Van 't Veer
  • , Giuseppe Viale
  • , Fatima Cardoso

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)3338-3350
Number of pages13
JournalClinical cancer research : an official journal of the American Association for Cancer Research
Volume32
Issue number15
DOIs
Publication statusPublished - 3 Aug 2026

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