Notably, our studies have also identified the gene set enrichment analysis (GSEA) signatures of ICAM1 related to HDAC and HIF1 targets, consistent with published reports on DNA modifications of CTC clusters in breast cancer and metabolic switching of tumor cell clusters with hypoxic signaling in other cancers34,42. Here, ICAM1 is linked to breast carcinoma.