Meta-analytic Evidence for Four Amplifier Loops in Chronic Pain Chronification: The Pain Amplifier Loop Framework (PALF) as a Conceptual Risk Index for Prospective Validation
This meta-analysis of over 500,000 participants quantifies the significant impact of four biopsychosocial amplifier loops—sleep disturbance, pain catastrophizing, metabolic/inflammatory markers, and preoperative opioid use—on chronic pain chronification, proposing the Pain Amplifier Loop Framework (PALF) as a hypothesis-driven composite risk index that requires prospective validation before clinical application.