Whitebeard was already sweating before that, given he was an old, sick man that just received a heart attack and with a hole blown into the chest.
One chapter before Luffy's CoC display:
Meanwhile healthy and perfectly fresh admirals, one of them being in his prime, turned pale witnessing Luffy's Haoshoku, with both Kizaru and Dobermann pointing out that it's a terrifying power.