1. Artificial Intelligence–Assisted Amphiregulin and Epiregulin IHC Predicts Panitumumab Benefit in RAS Wild-Type Metastatic Colorectal Cancer
- Author
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Auranuch Lorsakul, Andrea Muranyi, Uday Kurkure, Kien Nguyen, Wen-Wei Liu, Isaac Bai, Jennifer H. Barrett, Christoph Guetter, Kandavel Shanmugam, Matthew T. Seymour, Philip Quirke, Michael Barnes, Dongyao Yan, Jenny F. Seligmann, Susan D. Richman, Zuo Zhao, Nicholas P. West, Xiao-Meng Xu, Xingwei Wang, Liping Zhang, James R. Martin, Faye Elliott, Michael Shires, Christopher J.M. Williams, Sarah Brown, Judith Pugh, and Shalini Singh
- Subjects
0301 basic medicine ,Cancer Research ,business.industry ,Colorectal cancer ,medicine.disease ,Primary tumor ,Epiregulin ,Irinotecan ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Oncology ,Amphiregulin ,Response Evaluation Criteria in Solid Tumors ,030220 oncology & carcinogenesis ,medicine ,Immunohistochemistry ,Panitumumab ,Artificial intelligence ,business ,medicine.drug - Abstract
Purpose: High tumor mRNA levels of the EGFR ligands amphiregulin (AREG) and epiregulin (EREG) are associated with anti-EGFR agent response in metastatic colorectal cancer (mCRC). However, ligand RNA assays have not been adopted into routine practice due to issues with analytic precision and practicality. We investigated whether AREG/EREG IHC could predict benefit from the anti-EGFR agent panitumumab. Experimental Design: Artificial intelligence algorithms were developed to assess AREG/EREG IHC in 274 patients from the PICCOLO trial of irinotecan with or without panitumumab (Ir vs. IrPan) in RAS wild-type mCRC. The primary endpoint was progression-free survival (PFS). Secondary endpoints were RECIST response rate (RR) and overall survival (OS). Models were repeated adjusting separately for BRAF mutation status and primary tumor location (PTL). Results: High ligand expression was associated with significant PFS benefit from IrPan compared with Ir [8.0 vs. 3.2 months; HR, 0.54; 95% confidence interval (CI), 0.37–0.79; P = 0.001]; whereas low ligand expression was not (3.4 vs. 4.4 months; HR, 1.05; 95% CI, 0.74–1.49; P = 0.78). The ligand-treatment interaction was significant (Pinteraction = 0.02) and remained significant after adjustment for BRAF-mutation status and PTL. Likewise, RECIST RR was significantly improved in patients with high ligand expression (IrPan vs. Ir: 48% vs. 6%; P < 0.0001) but not those with low ligand expression (25% vs. 14%; P = 0.10; Pinteraction = 0.01). The effect on OS was similar but not statistically significant. Conclusions: AREG/EREG IHC identified patients who benefitted from the addition of panitumumab to irinotecan chemotherapy. IHC is a practicable assay that may be of use in routine practice.
- Published
- 2021
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