Lipoprotein lipase (LPL) plays a key role in lipid metabolism. Molecular modeling of dimeric LPL was carried out using INSIGHT II based upon the crystal structures of human, porcine, and horse pancreatic lipase. The dimeric model reveals a saddle-shaped structure and the key heparinbinding residues in the amino-terminal domain located on the top of this saddle. The models of two dimeric conformations -a closed, inactive form and an open, active form -differ with respect to how surface-loop positions affect substrate access to the catalytic site. In the closed form, the surface loop covers the catalytic site, which becomes inaccessible to solvent. Large conformational changes in the open form, especially in the loop and carboxyl-terminal domain, allow substrate access to the active site. To dissect the structure-function relationships of the LPL carboxylterminal domain, several residues predicted by the model structure to be essential for the functions of heparin binding and substrate recognition were mutagenized. Arg405 plays an important role in heparin binding in the active dimer. Lys413/Lys414 or Lys414 regulates heparin affinity in both monomeric and dimeric forms. To evaluate the prediction that LPL forms a homodimer in a Ôhead-to-tailÕ orientation, two inactive LPL mutants -a catalytic site mutant (S132T) and a substrate-recognition mutant (W390A/W393A/ W394A) -were cotransfected into COS7 cells. Lipase activity could be recovered only when heterodimerization occurred in a head-to-tail orientation. After cotransfection, 50% of the wild-type lipase activity was recovered, indicating that lipase activity is determined by the interaction between the catalytic site on one subunit and the substraterecognition site on the other.Keywords: lipoprotein lipase; dimeric model structure; heparin binding; substrate recognition; catalytic activity.Lipoprotein lipase (LPL) belongs to a mammalian lipase family that includes pancreatic lipase (PL), hepatic lipase (HL), gastric lipase, and endothelial lipase [1,2]. The primary function of LPL is triglyceride hydrolysis in triglyceride-rich lipoproteins, such as chylomicron and very low density lipoprotein (VLDL) particles, which are converted to remnants. LPL is secreted from a variety of tissues, such as adipocyte, macrophage, and muscle cells, and is bound to the capillary bed of endothelium via cellular surface heparan sulfate proteoglycans (HSPG), a function reflected in LPL's strong affinity for heparin. LPL deficiencies in humans are manifested as severe hypertriglyceridemia [3-5] and arteriosclerosis [6]. Genetically engineered mice lacking LPL also exhibit hypertriglyceridemia. In addition to lipolytic activity, LPL functions as a ligand for lipoprotein receptors, such as low density lipoprotein (LDL) receptor, LDL receptor related protein (LRP), GP330/ LRP-2, and VLDL receptor [7][8][9][10][11].A model structure of LPL had previously been constructed, based on the crystal structure of human PL as a template [12]. The model structure exhibited two domainsa large N-t...