Thoracic aortic aneurysms leading to acute aortic dissections are a preventable cause of premature deaths if individuals at risk can be identified. Individuals with early-onset aortic dissections without a family history or syndromic features have an increased burden of rare genetic variants of unknown significance (VUSs) in genes with pathogenic variants for heritable thoracic aortic disease (HTAD). We assessed the role of VUSs in the development of disease using both in vitro enzymatic assays and mouse models. VUSs in LOX and MYLK identified in individuals with acute aortic dissections were assayed to determine whether they disrupted enzymatic activity. A subset of VUSs reduced enzymatic activity compared to the wild-type proteins but less than pathogenic variants. Additionally, a Myh11 variant, p.Arg247Cys, which does not cause aortic disease in either humans or mice, was crossed with the Acta2 mouse, which has aortic enlargement with age while Acta2 mice do not. Acta2Myh11 mice have aortic dilation by 3 months of age without medial degeneration, indicating that two variants not known to cause disease do lead to aortic enlargement in combination. Furthermore, the addition of Myh11 to the Acta2 mouse model accelerates aortic enlargement and increases medial degeneration. Therefore, our results emphasize the need for a classification system for variants in Mendelian genes that goes beyond the 5-tier system of pathogenic, likely pathogenic, VUS, likely benign, and benign, and includes a designation for low-penetrant "risk variants" that trigger disease either in combination with other risk factors or in a stochastic manner.