Joachim Friedrich's sister was Sophie, who married Christian Wettin, Duke of Saxony. From that line came the later Frederick August I (the Strong) Duke of Saxony and King of Poland .
Joachim Friedrich's second marriage, in 1603, (apparently his first marriage was unimportant) was to Eleonore Hohenzollern, born 1583, daughter of Albert Frederick, Duke of Prussia.