-Dicarboxylic acids with an even number of carbon atoms have been proposed as an alternate energy substrate for enteral or parenteral nutrition in the acutely ill patient, due to their water solubility and their yielding TCA cycle intermediates upon -oxidation. In the present work, a nonlinear compartmental model of the kinetics of dodecanedioic acid is developed, and its parameters are estimated from time concentration experimental observations obtained from six healthy volunteers undergoing a per os administration of 3 g of the substance. Although the model is linear in the transfer of the free substance from plasma to the tissues, the exchange between gut and plasma compartments is represented as a saturable function. Albumin binding is then incorporated to obtain the final model in terms of the measured total concentrations. Estimates of the model's structural parameters were computed for each experimental subject, and the usual single-subject approximate confidence regions for the parameters were derived by inversion of the Hessian at the optimum. To verify the applicability of this approximation, the nonlinearity of the expectation surface at the optimum was measured by computing the normal (intrinsic) component of curvature. Because the model curvature was excessive in all subjects, the usual approximation could not be trusted to provide acceptable approximations to the parameter confidence regions. A suitable Monte Carlo simulation yielded empirical joint parameter distributions from which the approximate parameter variances could finally be obtained. mathematical models; metabolism; kinetics; nonlinear parameter estimation; confidence regions DICARBOXYLIC ACIDS (DA) constitute a class of substances (1, 2, 11, 23) with two terminal carboxylic groups, which confer to the molecule an elevated water solubility. This peculiarity differentiates DA from monocarboxylic acids, which are lipophilic because of their aliphatic chain. DA, being water soluble, are bound to plasma albumin to a lesser extent than both medium- (11,16,23,24) and long-chain monocarboxylic acids (10,13,21,25). Their intravenous administration does not require emulsifying, because they can be injected as salts of inorganic cations.Even-numbered DA are metabolized to acetyl-CoA and enter the TCA cycle. In addition, the metabolism of DA produces, as intermediate, succinyl-CoA, which is both a gluconeogenetic precursor and an intermediate of TCA cycle.The possible use of DA as alternate fuel substrate for enteral or parenteral nutrition has been suggested (6, 7, 8, 14, 15, 17-20, 22, 27, 28), and their characteristics might make them useful in different pathological conditions. In dyslipidemia and late sepsis, where the tissue utilization of triglycerides administered as emulsion is impaired because of reduced clearance, DA can be more effectively administered and delivered to the tissues than conventional lipids. In decompensated diabetes mellitus or in those clinical conditions, like malnourishment or sepsis, where excessive gluconeogenes...