The business of clinical trials is booming. Private equity has taken notice.

After finding success investing in the more obviously lucrative corners of American medicine — like surgery centers and dermatology practices — private equity firms have moved aggressively into the industry’s more hidden niches: They are pouring billions into the business of clinical drug trials.