Aim: Cannabis-based medicines are gaining interest and being explored for new therapeutic indications, many of which commonly affect older medical patients. As most previous studies of the population pharmacokinetics of cannabinoids have been performed in healthy adults, this study aimed to investigate the population pharmacokinetics of THC and its active metabolite 11-hydroxy-Δ9-tetrahydrocannabinol (THC-OH) in older medical patients with poor appetite. Methods: We administered two fixed doses of Sativex® oromucosal spray to 20 patients, each dose consisting of 2 or 3 sprays (2.7 mg THC and 2.5 mg cannabidiol per spray), with a dosing interval of four hours. Blood samples were collected for up to eight hours to obtain plasma concentration-time data for non-linear mixed-effects modeling. Population pharmacokinetic models were developed for THC and THC-OH sequentially, resulting in a combined parent-metabolite model. Results: We found a one-compartment model and a two-compartment model to be the best fits for THC and THC-OH, respectively, with apparent clearance of THC through conversion to THC-OH (765 L/h) and other pathways (162 L/h). Absorption of THC was modeled with a delay through three transit compartments. The inter- and intra-individual variability on pharmacokinetic parameters was generally large (CV% = 40.2-152%). Using the parent-metabolite model, it was investigated whether physiological characteristics such as kidney function and body composition influence THC pharmacokinetics. Conclusion: the parent-metabolite model describes and quantifies the pharmacokinetics of oromucosally administered THC in older medical patients with poor appetite. The covariate analysis did not show any clinically significant effect on pharmacokinetic parameters of THC or THC-OH.