It is definitely a good idea to look at it independently because there might well be, say, some genes that cause mild case and, in combination with another gene

It is definitely a good idea to look at it independently because there might well be, say, some genes that cause mild case and, in combination with another gene that causes a debilitating one. Its important to not throw the baby out with the bathwater.