I also have a Janome. When my thread cutter isn't working, it is usually cuz some random snippet of thread or dust bunny got 'lost' in it. So I really clean out my machine every time I rethread the bobbin.
If that doesn't work...take it in for a servicing. They'll fix it for you.
warm quilt hugs, sue in CA