HyperAI Super Neural
HyperAI Super Neural
Mar 2, 2026 · Artificial Intelligence

MIT's Pichia-CLM model learns yeast DNA language, boosting protein yield up to 3‑fold

A MIT research team introduced Pichia-CLM, a GRU‑based language model trained on a 27 k‑pair Pichia pastoris dataset that optimizes codon usage, and demonstrated across six proteins that it consistently outperforms four commercial codon‑optimization tools, delivering up to a three‑fold increase in heterologous protein secretion.

GRUPichia pastorisSynthetic Biology
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MIT's Pichia-CLM model learns yeast DNA language, boosting protein yield up to 3‑fold