These findings underscore the importance of examining the metabolic sub-microenvironment in greater detail, as it holds critical implications for understanding how PEBP1/STK11 co-expression impacts tumor biology and could offer new avenues for targeted therapeutic interventions. Here, STK11 is linked to neoplasm.