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A patient with HER2-positive metastatic breast cancer initially responds to trastuzumab therapy, with tumor shrinkage observed on imaging. After six months, the tumor begins to regrow. A biopsy of the recurrent tumor shows that the HER2 receptor is still expressed but lacks the extracellular domain necessary for antibody binding, and downstream MAPK/PI3K signalling remains active.
Which mechanism best explains the observed resistance to trastuzumab?