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AD Combination Therapy Matrix

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AD Combination Therapy Matrix

Introduction

Single-target therapies have demonstrated only modest benefit in [Alzheimer's disease](/diseases/alzheimers-disease) — [Lecanemab](/entities/lecanemab) shows 27% slowing of cognitive decline[@vanDyck2023], while [Donanemab](/entities/donaneumab) demonstrates 35% slowing in a subset of patients[@Mintun2024]. This modest efficacy suggests that combination therapy targeting multiple mechanisms simultaneously may be necessary for meaningful disease modification. The rationale is grounded in AD's multifactorial pathogenesis: amyloid pathology, tau neurodegeneration, neuroinflammation, metabolic dysfunction, and vascular impairment all contribute concurrently[@Cummings2024].

Matrix Size: 15x15 (105 unique pairwise combinations). Each combination is scored across four dimensions: Mechanistic Synergy, Safety Compatibility, Delivery Compatibility, and Clinical Evidence (each 0-10, max 40).

Overview

AD is fundamentally a multi-pathology disease. Even the best anti-amyloid antibodies reduce amyloid burden by 60-70% but achieve only modest clinical benefit[@Sims2024]. This gap between biomarker reduction and clinical outcomes underscores the need to simultaneously address downstream mechanisms (tau, neuroinflammation, metabolic dysfunction) alongside upstream pathology removal.

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