Collagen cross-linking is altered in many diseases of bone, and enzymatic collagen cross-links are important to bone quality as evidenced by losses of strength following lysyl oxidase inhibition (lathyrism). We hypothesized that cross-links also contribute directly to bone fracture toughness. A mouse model of lathyrism using subcutaneous injection of up to 500mg/kg β-aminopropionitrile (BAPN) was developed and characterized (60 animals across 4 dosage groups). Three weeks of 150 or 350 mg/kg BAPN treatment in young growing mice significantly reduced cortical bone fracture toughness, strength, and pyridinoline cross-link content. Ratios reflecting relative cross-link maturity were positive regressors of fracture toughness (HP/[DHLNL+HLNL] r2=0.208, p<0.05; [HP+LP]/[DHNL+HLNL] r2=0.196, p<0.1), whereas quantities of mature pyridinoline cross-links were significant positive regressors of tissue strength (lysyl pyridinoline r2=0.159, p=0.014; hydroxylysyl pyridinoline r2=0.112, p<0.05). Immature and pyrrole cross-links, which were not significantly reduced by BAPN, did not correlate with mechanical properties. The effect of BAPN treatment on mechanical properties was dose specific, with the greatest impact found at the intermediate (350mg/kg) dose. Calcein labeling was used to define locations of new bone formation, allowing for the identification of regions of normally cross-linked (preexisting) and BAPN treated (newly formed, cross-link-deficient) bone. Raman spectroscopy revealed spatial differences due to relative tissue age and effects of cross-link inhibition. Newly deposited tissues had lower mineral/matrix, carbonate/phosphate and Amide I cross-link (matrix maturity) ratios compared to preexisting tissues. BAPN treatment did not affect mineral measures, but significantly increased the cross-link (matrix maturity) ratio compared to newly formed control tissue. Our study reveals that spatially localized effects of short term BAPN cross-link inhibition can alter the whole bone collagen cross-link profile to a measureable degree, and this cross-link profile correlates with bone fracture toughness and strength. Thus, cross-link profile perturbations associated with bone disease may provide insight into bone mechanical quality and fracture risk.