5. Dexcom
R&D spending: $199,700,000
Percentage of revenues: 19.4%
2019 overall revenue ranking: 62
Dexcom’s research and development expenses went toward developing its continuous glucose monitoring technology, clinical trials, regulatory expenses, quality assurance programs, materials and products for clinical trials, according to its SEC annual report filing.