Further analysis of the myeloid cell clusters revealed the presence of four transcriptionally distinct CD68+ liver myeloid cell subpopulations (LM1–LM4) in both lean individuals and individuals with obesity (Fig. 1d,e and Supplementary Table 2). Here, CD68 is linked to obesity due to melanocortin 4 receptor deficiency.