We have developed an image-based HTS assay, using a dual-labeling strategy for analysis, that reliably identifies both the cilium and the basal body, enabling screening of small-molecule compounds for the targeted rescue of cilia defects associated with VHL deficiency. This evidence concerns the gene VHL and hyperinsulinemic hypoglycemia, familial, 4.