They were also included on the first Taste of Chaos tour in 2005 with such notable acts as The Used, My Chemical Romance, and Killswitch Engage. They also headlined a few tours of their own during this time with The Early November from Drive Thru and Emanuel from Vagrant. The album was reissued in November 2005 with bonus tracks and new album art. In addition to the original track listing, it featured acoustic versions of songs from the album, an unreleased track, and a cover of the Suicidal Tendencies song "Institutionalized." In 2005, the band's web site announced the departure, by mutual agreement, of guitarist Dave Miller. He was replaced by Heath Saraceno, previously the guitarist and vocalist of the band Midtown. Miller started his own record label called DMI (Dave Miller Industries) in September 2006. The song "Lady in a Blue Dress," from this album, was released as a downloadable track on the Rock Band Network on March 4, 2010. Still Searching (2006–2007) After taking a break from touring, and acquiring a new lineup, Senses Fail began to write their second studio album. The new album, titled Still Searching was produced by Brian McTernan (Thrice, Cave In) and mixed by Chris Lord-Alge. This album eased up on the aggression on previous albums and showed more emotion. On the subject of the new songs, Nielsen explained, "I like my lyrics to be open to interpretation, but I didn't want to paint pictures of things no one was going to understand; I want our fans to be able to relate. At some point, we all start examining our lives. If you don't, there's something wrong with you." In support of the new album, the band toured on the Taste of Chaos again. In 2006 they toured with the Taste of Chaos International, and in 2007 Senses Fail returned to North America for the 2007 Taste of Chaos tour. In the summer of 2007 they also participated in a few dates of the Zumiez Couch Tour alongside From Autumn to Ashes. They headlined in late 2006 with Saosin and Bleeding Through as supporters. On October 5, 2007, Senses Fail began a 33-city co-headlining tour with New Found Glory which started in Las Vegas, Nevada. Also on the tour was Set Your Goals. The tour ended on November 24, 2007, in San Diego, California. On November 13, 2007, Senses Fail released a deluxe