Here MR can answer two important questions: first, is there empirical evidence that perturbations in genes mimicking HMGCR or beta-adrenergic receptors are associated with risk of RA, OA or IPF? This evidence concerns the gene HMGCR and idiopathic pulmonary fibrosis.