This is a single-center, randomized, open-label pilot study enrolling 50 adult oncology patients requiring PN (parenteral nutrition). Participants are randomized to weight-based dosing or indirect calorimetry-guided dosing. Outcomes include feasibility, acceptability, changes in PN prescription, adverse events, quality of life, and survival.