Analgesics work by interfering with the pain signaling pathways in the body. For instance, NSAIDs reduce inflammation by inhibiting enzymes involved in the production of prostaglandins, which play a role in pain and inflammation. Opioids work by binding to specific receptors in the brain and spinal cord, blocking the transmission of pain signals.