TNF and Insulin resistance: In WAT of KK-Ay mice fed fucoxanthin, mRNA expression levels of pro-inflammatory adipocytokines, such as interleukin-6 (IL-6) and tumor necrosis factor-α (TNF-α), which are thought to induce insulin resistance, were markedly suppressed [38].