Insights into key genetic contributors, such as KCND3 and VANGL2 in SB and COUP-TFII on chromosome 15q26 in CDH, have advanced our understanding of the molecular mechanisms underlying these conditions. Here, KCND3 is linked to congenital diaphragmatic hernia.