since parting ways with the "appetite for destruction" lineup, axl has remained a constant member and many lineups have changed since. the last studio album the band released was "chinese democracy", which had been delayed for over 10 years, to mixed reactions. in 2016, slash and duff rejoined the band, along with the band's first female member, , who replaced chris.