Increasingly, new drug development by major pharmaceutical companies relies on in-licensing of innovative therapies. Often there are limited data accompanying these novel entities. By focusing on scientific principles and generating key preclinical and clinical data, discovery companies can improve their valuations. From the lens of a large pharmaceutical company, we highlight key scientific aspects that are assessed to mitigate risk in valuations and deal terms. Our focus is on clinical development aspects for oncology drugs by stage of development. However, these lessons apply equally to other therapeutic areas.
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