HUAFANG HUANG1,2,#, GUILIN WANG3,#, DONGYUN ZENG4,5, LUZ ANGELA TORRES-DE LA ROCHE2, RUI ZHUO1,2, RUDY LEON DE WILDE2, WANWAN WANG6, ULF D. KAHLERT7,*, WENJIE SHI7,*
Oncology Research, Vol.33, No.3, pp. 631-640, 2025, DOI:10.32604/or.2024.054642
- 28 February 2025
Abstract Background: Neoadjuvant chemotherapy (NAC) significantly enhances clinical outcomes in patients with triple-negative breast cancer (TNBC); however, chemoresistance frequently results in treatment failure. Consequently, understanding the mechanisms underlying resistance and accurately predicting this phenomenon are crucial for improving treatment efficacy. Methods: Ultrasound images from 62 patients, taken before and after neoadjuvant therapy, were collected. Mitochondrial-related genes were extracted from a public database. Ultrasound features associated with NAC resistance were identified and correlated with significant mitochondrial-related genes. Subsequently, a prognostic model was developed and evaluated using the GSE58812 dataset. We also assessed this model alongside clinical factors… More >