Seasonal temperature variation poses a major physiological challenge for cold-water aquaculture species, yet the molecular mechanisms underlying seasonal adaptation in large-sized triploid rainbow trout (Oncorhynchus mykiss) remain largely unexplored. Here, we integrated liver transcriptomics and LC...