They took out a nonbearing wall.    From Wordnet, Princeton University. 

But we are developing our livestock; slaughtering is restricted to bulls and nonbearing cows.    From Wordnik.com.  [CASTRO SPEECH AT VITA NUOVA PASTA FACTORY] Reference

The two women chatting in the shade of a huge nonbearing pear tree watched his progress down the sidewalk with trepidation.    From Wordnik.com.  [The Kid « First 50 Words – Writing Prompts] Reference

"This new magazine will reflect the growing concerns and needs of women in the child-nonbearing age group," says Melody Barron, a spokesperson.    From Wordnik.com.  [Greg Gutfeld: COOL NEW MAGAZINE!] Reference

As a general rule, if the wall you wish to remove is parallel to the ceiling joists, the wall is nonbearing.    From Wordnik.com.  [www.philadelphiaweekly.com Philadelphia Weekly] Reference