ALB and Hypoalbuminemia: Similarly, Ryvlin et al. highlighted that while a threshold of 3.5 g/dL is commonly used to define hypoalbuminemia, albumin exerts a level-dependent effect on outcomes—with lower levels being consistently associated with worse survival and complications for patients undergoing metastatic spinal tumor surgery [21].