Osteogenesis imperfecta (OI), or brittle bone disease, often results from missense mutation of one of the conserved glycine residues present in the repeating Gly-X-Y sequence characterizing the triplehelical region of type I collagen. A composite model was developed for predicting the clinical lethality resulting from glycine mutations in the R1 chain of type I collagen. The lethality of mutations in which bulky amino acids are substituted for glycine is predicted by their position relative to the N-terminal end of the triple helix. The effect of a Gly f Ser mutation is modeled by the relative thermostability of the Gly-X-Y triplet on the carboxy side of the triplet containing the substitution. This model also predicts the lethality of Gly f Ser and Gly f Cys mutations in the R2 chain of type I collagen. The model was validated with an independent test set of six novel Gly f Ser mutations. The hypothesis derived from the model of an asymmetric interaction between a Gly f Ser mutation and its neighboring residues was tested experimentally using collagen-like peptides. Consistent with the prediction, a significant decrease in stability, calorimetric enthalpy, and folding time was observed for a peptide with a low-stability triplet C-terminal to the mutation compared to a similar peptide with the low-stability triplet on the N-terminal side. The computational and experimental results together relate the position-specific effects of Gly f Ser mutations to the local structural stability of collagen and lend insight into the etiology of OI.Collagen is a fibrous protein that provides functional and structural integrity in the human body. Type I collagen, the major protein in bone, skin, and other tissues, is a heterotrimer comprised of two R1(I) and one R2(I) polypeptide chains, encoded by the COL1A1 and COL1A2 genes, respectively. Each chain includes 338 uninterrupted repeats of the Gly-X-Y triplet, where X and Y can be any amino acid but are most often proline and hydroxyproline (Hyp or O). 1 In the heterotrimeric protein, the Gly-X-Y repeats form the triple-helical structure that is characteristic of the collagen family. The conserved glycines in every third position are essential for the integrity of the protein since larger amino acids cannot be accommodated in the tightly packed core of the triple helix without disruption of the structure.Missense mutation of a conserved Gly in the triple-helical region of type I collagen generally leads to osteogenesis imperfecta (OI). OI, often called brittle bone disease, is characterized by bone fragility and increased susceptibility to fracture, which may be accompanied by bone deformity, decreased life span, dentinogenesis imperfecta, hearing loss, and altered scleral hue (1, 2). The disease presents in a wide array of phenotypes ranging from mild to lethal. The severity depends on the chain in which the Gly substitution occurs, the location within the chain, and the substituting amino acid (3), but it is not currently possible to predict reliably the lethality fr...