More than 30,000 marathoners partook in the annual run from Hopkinton, Mass. to downtown Boston, with many of them finishing in three, four, five hours or more — and often forgoing a bathroom break.

Olympic athlete Taylor Knibb sparked amusement after she announced on live television that she experienced a digestive mishap. While many ridiculed the awkward blunder, others quickly came to defend ...