“…MacParland et al using single-cell RNA techniques have shown that there are at least 2 different types of immune cells in the liver, and this may be key for HCC-directed therapies. 41 Different authors have published a wide range of possible biomarkers in HCC diagnosis and surveillance, such as osteopontin, 42 GALAD score and BALAD-2, 43 midkine, 44 DCP, lectin-bound alphafetoprotein (or AFP-L3), 45 Dickkopf-1, glypcan-3, HCCR, alpha-L-fucosidase, 46,47 golgi protein-73, squamous-cell carcinoma antigen (or SCC-IgM), 48,49 micro-RNA, kininogen, 50,51 metabolomics, proteomics, 52,53 circulating tumour cells and cell-free DNA, 54 polo-like kinase genes, PD-1 (programmed cell death protein 1) and TIM-3 (T-cell immunoglobulin and mucin-domain containing-3). 55,56 Most of this research has not been done in the transplant population.…”