e15243 Background: Tumor infiltrating leukocytes (TILs) are major determinants of anti-tumor immune responses and mediate effector functions for diverse immunotherapies. Techniques relying on intact cells such as flow cytometry (FACS), immunohistochemistry (IHC), and scRNA-Seq can be powerful for measuring TIL heterogeneity. However, such methods are often impractical on large patient cohorts, can be poorly quantitative, and some cannot be applied to formalin-fixed paraffin embedded (FFPE) specimens. We developed iSort, a transcriptome deconvolution method based on CIBERSORTx for TIL enumeration. We evaluated iSort by comparing its performance in FFPE and fresh frozen (FF) human tumor tissues to established methods. Methods: We profiled human tumors for diverse TIL subsets, as quantified by iSort, FACS, and IHC. iSort was performed on RNA-Seq libraries derived from bulk human tumors, including FF tumor tissue samples, tumor cell suspensions obtained after dissociation, and FFPE specimens. We assessed the influence of tissue fixation on common TIL subsets enumerated by iSort, by comparing matched pairs of FF and FFPE lung tumor specimens (NSCLC). Finally, we compared iSort with automated microscopic enumeration of CD8 TILs by IHC on primary human lung tumors (FFPE/NSCLC). Results: iSort TIL enumeration was highly correlated with FACS across primary human tumors (CRC = 3, HNSCC = 1) for common TIL subsets (B cells, CD8 T, CD4 T, monocytes/macrophages, dendritic cells, PMNs/MDSCs) and total immune content (median r = 0.91 [0.71 - 0.99]). Tissue dissociation caused significant depletion of monocytes/macrophages (p < 0.01), when comparing bulk tumor specimens with cell suspensions after sample digestion. iSort showed high correlation across 12 TIL subsets when comparing 9 pairs of FF and FFPE specimens (r = 0.90). Finally, we observed high linearity between iSort and microscopic enumeration of CD8 TILs from IHC (r = 0.87, n = 5). Conclusions: iSort digital cytometry achieves accurate and robust TIL enumeration as compared with FACS and IHC, showing comparable performance in fixed and frozen primary human tumors. Importantly, iSort is directly applicable to bulk tumors and is unaffected by tissue dissociation artifacts, unlike methods requiring cell suspensions for TIL enumeration (FACS, scRNA-seq). Therefore, iSort is a promising approach for development and measurement of immunotherapy biomarkers.