Drew Barrymore books "How to Be Single"

Actress Drew Barrymore arrives to attend the premiere of the film 'Lucky You' during the Tribeca Film Festival in New York May 1, 2007. [Agencies]

The creative team behind the upcoming romantic comedy "He's Just Not That Into You" is teaming up again for another laugh-infused romance.

New Line has picked up the rights to former writer "Sex and the City" writer Liz Tuccillo's best-selling novel "How to Be Single" for Drew Barrymore's production company.

The book follows the dating lives of five single New York women, one of whom, the narrator, is writing a book about how bachelorettes across the world manage. The woman embarks on a trip around the world for the book and gets involved in an international affair, while her four friends duke it out on the New York dating scene. The book was published in June.

Barrymore and production partner Nancy Juvonen will produce, setting Marc Silverstein and Abby Kohn to adapt.

Juvonen and Barrymore are producing "Into You," which Silverstein and Kohn adapted from a nonfiction tome written by Tuccillo and Greg Behrendt.

With the strong box office performance of "Sex and the City" this year and the scheduled February 6 release of "He's Just Not That Into You," New Line is hoping to keep its female-skewing, romantic-comedy streak going with "How to Be Single."