Engineering plant cells to express protein drugs for oral delivery involves transforming plant cells through either nuclear or chloroplast transformation to produce therapeutic proteins. The engineered cells are grown in bioreactors or hydroponic facilities at scale. The harvested cells are lyophilized into a powder or formulated as juice to provide long-term storage and oral delivery of the protein drugs to treat diseases without the need for refrigeration.