Structured literature searching of PubMed and Google Scholar databases identified Bhlhe40, Col4a2 and Pitx1 as the top-ranked candidate genes with publications related to arthritis or skeletal cell biology (Fig. 1, Supplementary Data 7). Here, PITX1 is linked to arthritic joint disease.