CD163 and obesity due to melanocortin 4 receptor deficiency: Multivariate regression confirmed this association in CRC (β = 16405.198, 95% CI: 11878.446 ~ 20931.949), suggesting that obesity-induced TME changes may contribute to CD163+ TAM enrichment and tumorigenesis.