Here's why:
* Underlining is outdated: Underlining was a common practice for titles in the days of typewriters, but it's no longer the standard for most written works.
* Italics are the modern standard: Italics are used to emphasize words and titles in digital and printed texts. This includes books, movies, plays, albums, and yes, memoirs.
Example:
Instead of writing "I enjoyed reading the memoir, "Eat, Pray, Love," I learned a lot about the author's journey."
You should write: "I enjoyed reading the memoir, *Eat, Pray, Love.* I learned a lot about the author's journey."