This study is among the first and largest to report on the association between aneurysmal disease and genetic variants in TNXB. Our biocomputational analyses predicted alterations in protein structure that may explain the observed development of arterial aneurysmal diseases in humans. This evidence concerns the gene TNXB and Vascular dilatation.