Lead discovery is a long and expensive endeavor with multiple unforeseen difficulties creating setbacks for discovery teams. The preclinical candidate is typically a compromise among multiple parameters and candidate selection at the end is often influenced by management pressure due to the escalating discovery timelines.

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