Only 5% of traditional preclinical research succeeds in human trials
Traditional animal testing faces numerous challenges such as high costs, lengthy timelines, and ethical concerns. Moreover, animal studies often fail to accurately predict human responses. Statistics show that approximately 95% of drugs that pass animal testing do not succeed in human trials, with failures mostly caused by ineffective results and severe toxicities affecting critical organs like the heart, liver, and brain. Our in silico NAMs are grounded in accuracy and confirmed against clinical trials that followed our predictions.
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