No previous studies have investigated the role of LAR, lactate alone, albumin alone, and SOFA score as predictive marker for in-hospital outcomes among patients diagnosed with both sepsis and ARF, which signifies the importance of LAR as a better predictive marker than lactate alone, albumin alone, and SOFA score in predicting in-hospital outcomes and requires a larger sample size evaluation. Here, ALB is linked to Sepsis.