Precision neoadjuvant treatment with AI-assisted subtyping in HR+/HER2-breast cancer: A randomized, phase 2 trial FASCINATE-N.

Li, Jun-Jie; Ma, Lin-Xiaoxi; Ji, Peng; Chen, Li; Wu, Jiong; Liu, Guang-Yu; Hou, Yi-Feng; Di, Gen-Hong et al. · Cell Rep Med · 2026

rct · Level II

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Abstract

In this phase 2 trial (NCT05582499), patients with stage II-III hormone-receptor-positive/human epidermal growth factor receptor 2-negative (HR+/HER2-) breast cancer were categorized into endocrine-based and targeted-based groups based on previously proposed similarity network fusion (SNF) subtyping by digital pathology classification and were then randomly assigned in a 1:1 ratio to receive precision or control treatment. The primary endpoint was pathological complete response (pCR). Among 251 randomized patients, 49 were classified into an endocrine-based group and 202 into a targeted-based group. Patients receiving precision treatment had a significantly higher pCR rate (11.1% [90% confidence interval (CI), 6.8-16.8] vs. 4.0% [90% CI, 1.6-8.2]; p = 0.033), with the benefit mainly derived from the targeted-based group (13.9% in precision vs. 4.0% in control; p = 0.026). Toxicity was manageable. Our findings highlight that guiding neoadjuvant precision treatment by SNF subtyping in patients with HR+/HER2- breast cancer showed potential clinical benefits, with improvement of pCR in the targeted-based group and better tolerance in the endocrine-based group.