Multimodal diagnostic models and subtype analysis for neoadjuvant therapy in breast cancer.

Journal: Frontiers in immunology
PMID:

Abstract

BACKGROUND: Breast cancer, a heterogeneous malignancy, comprises multiple subtypes and poses a substantial threat to women's health globally. Neoadjuvant therapy (NAT), administered prior to surgery, is integral to breast cancer treatment strategies. It aims to downsize tumors, optimize surgical outcomes, and evaluate tumor responsiveness to treatment. However, accurately predicting NAT efficacy remains challenging due to the disease's complexity and the diverse responses across different molecular subtypes.

Authors

  • Zheng Ye
    Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China.
  • Jiaqi Yuan
  • Deqing Hong
    Institute of Computational Science and Technology, Guangzhou University, Guangzhou, China.
  • Peng Xu
    Department of Urology, Zhujiang Hospital, Southern Medical University, Guangzhou, China.
  • Wenbin Liu
    Department of Radiology, Changhai Hospital.