Objective. To assess if microstructural bone lesions in individuals at risk of developing rheumatoid arthritis (RA) are related to the spectrum of anti-modified protein antibodies (AMPAs) and affect the risk of developing RA.Methods. Cortical microchannels as well as cortical and trabecular bone mineral density (BMD) volumes (expressed as mg hydroxyapatite/cm 3 ) were analyzed by high-resolution peripheral quantitative computed tomography of the hand joints of individuals at risk of RA. AMPA response was profiled, including reactivities against citrullinated proteins (vimentin, enolase, and fibrinogen) as well as carbamylated and acetylated vimentin. All subjects were followed up for the development of RA.Results. Subjects at risk of developing RA (n = 75) who had broad-spectrum AMPAs (6-8 reactivities) had significantly more severe microstructural changes, including a higher mean AE SD number of cortical microchannels per joint (95 AE 3) and lower total volumetric BMD (vBMD; 265 AE 45), trabecular vBMD (176 AE 42), and cortical vBMD (585 AE 138), than those with moderate AMPA reactivity (3-5 reactivities) (number of cortical microchannels, 79 AE 30; total vBMD, 293 AE 33; trabecular vBMD, 195 AE 32; and cortical vBMD, 627 AE 91) and those with narrow AMPA reactivity (1-2 reactivities) (number of cortical microchannels, 47 AE 20; total vBMD, 311 AE 34; trabecular vBMD, 211 AE 30; and cortical vBMD, 674 AE 56). Progressors to RA had significantly higher numbers of cortical microchannels (103 AE 30 versus 71 AE 35) and lower bone volume (258 AE 37 versus 295 AE 34) compared to nonprogressors. Furthermore, rate of progression to RA was high in subjects with broad AMPA reactivity (48%) versus those with medium AMPA reactivity (26%) or narrow AMPA reactivity (0%), as well as in those with a high number of cortical microchannels (44%) versus those with a low number of cortical microchannels (10%).Conclusion. Microstructural changes in individuals at risk of RA are associated with broad-spectrum autoimmunity and predict the onset of RA. These data support the concept of structural priming of joints by autoimmunity before the onset of the inflammatory phase of the disease.