The present invention provides a carbon nanohorn complex that is excellent in characteristics of adsorption or inclusion of drugs and release, in particular, a sustained release of drugs as a novel drug carrier in drug delivery systems, as well as a process for producing the complex. The complex of drug and carbon nanohorns comprises a steroidal or metal-containing drug being adsorbed onto the oxidized carbon nanohorns, or included in pores opened thereof.