Denovo Biopharma is a private San Diego based biotech company, also operating in China, providing a novel biomarker solution to personalize drug development. The core technology of the company is its industry’s first platform and algorithm to perform de novo genomic biomarker discovery retrospectively using archived clinical samples. This technology is especially useful for late stage clinical drugs that have completed trials with unsatisfactory efficacy or side effects. By identifying biomarkers correlated to patients’ responsiveness to drug candidates retrospectively, our technology enables biotech and pharmaceutical companies to design new clinical trials in targeted patient population to achieve higher efficacy and/or less adverse effects. Our platform can be broadly applied to biomarker discovery in most therapeutic areas, such as oncology and neurological diseases.