Simultaneously, we identified a pronounced expression of the TF HIF1A, known to facilitate tumor immune escape (23) within SPP1+ M1 macrophages, a population that was notably abundant in the NpCR group (Figures 9E, F). Here, HIF1A is linked to neoplasm.