Why do you even want to use that 35mm lens.
Obviously all lenses that can be housed can also be used underwater, but most are not sensible, so three main types of lenses tend to be used.
1. The macro lens: This is used to photograph the tiny subjects that can be found underwater (in some locations in plentiful variety). Because they focus really close, you can get very close to your subject. Usually macro photography is done with additional lightsources. This is one of the most used lenses.
2. The wide angle lens: This lens is commonly used for reef scenes and large fish (sharks etc). The wide lens allows you to get very close so that your lights can hit your subject and still have a big scene.
3. The fisheye lens: This is used in a similar way to the wide angle lens. The benefit is, you can get even closer. The downside is you need to get closer so anything that you don't want to be close to, or that doesn't come near is not ideal. Not ideal for subjects like wrecks where you want to keep the straight lines intact.
There is also a fourth type which is used but not as commonly, because it often results in a longer distance to your subject.
The standard lens: You can use this for fish portraits and also larger subjects where it's impossible to get closer. You still try to get as close as possible so that your light reaches the subject.
Remember that you want to reduce the amount of water you shoot through at all times. Always trying to get closer. A 35mm lens is kind of wide (so not that great for skittish fish) but not nearly wide enough that you can get close to the reef to light it up. That is why pretty much no one uses such a lens underwater.