The immense pressure at the bottom of the ocean would cause a nuclear explosion's fireball to shrink and collapse quickly.
From “What If You Detonated a Nuclear Bomb In The Marianas Trench? (Science not Fantasy)” — Kurzgesagt
see it said at 2:42
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