It has been estimated that a number of non-HLA susceptibility loci exist in rheumatoid arthritis (RA), each making relatively small contributions (lambda s < 2). Previous approaches for whole genome screening are unlikely to be sufficiently sensitive to detect such loci. As the pathology of RA already indicates several molecules that may be of potential importance in disease susceptibility, we propose an alternative approach, targeting candidate genes directly. Highly polymorphic dinucleotide markers within a candidate gene sequence or close to the gene can be used as markers, and the selection of the most appropriate markers is discussed. RA sibling pair families from the Arthritis and Rheumatism Council National Repository (n = 200) are used in linkage analysis studies. The data generated are analyzed using sib pair analysis methods to examine evidence of linkage. The interpretation of such results is also discussed, in particular, minimizing the possibility of type I errors, and the interpretation of negative results.