Identifying the biological dependencies that sustain disease.

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AnnieGuard leverages reconstructed causal architectures to identify disease-maintenance dependencies and prioritize mechanistically grounded therapeutic opportunities beyond conventional mutation-based targeting.

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Research Application: Our UPS cohort reconstruction identified proteostasis buffering as a candidate therapeutic dependency, establishing a focused hypothesis for experimental validation.