TNF and malnutrition: We therefore derived a nutrient–inflammation interaction score (NIIS) by multiplying log-transformed TNF-α with an inverse-normalised GNRI, reasoning that this composite metric would more faithfully reflect the biological axis along which HF, malnutrition, and carcinogenesis converge.