In June 2005, after PIJ members were killed in a shootout with Israeli troops, Adnan "called on all Palestinian militant groups to resume fighting with Israel" and accused the governing entity the PNA of collaborating with Israel. In August 2005, Adnan was arrested and imprisoned by Israel for 15 months. According to Addameer, he held a 12-day hunger strike to protest his isolation in Kfar Yona in 2005. A YouTube video of a rally in 2007 shows him praising and encouraging suicide bombings: "Who among you will carry the next explosive belt? Who among you will fire the next bullets? Who among you will have his body parts blown all over?" He was held by Israel for another six months in administrative detention beginning in March 2008. Arrested by the PNA in 2010 for his political activity, Gideon Levy said he undertook his first hunger strike during this 12-day detention. At the time of his most recent arrest, Adnan was no longer an active spokesman for the PIJ. He was working as a baker while studying for a master's degree in economics at the Bir Zeit University. He owns the bakery in nearby Qabatya and a produce store in his hometown of Arraba, near Jenin in the West Bank. A father to two daughters, Maali and Bissan, Randa was pregnant with their third child, when he was arrested by the Israeli Army on 17 December 2011 from their home in Arraba in the middle of the night. The next day he began a hunger strike that ended 66 days later on 21 February 2012. In a letter he gave to his lawyers for public release, Adnan explained why he was on hunger strike:  The Israeli occupation has gone to extremes against our people, especially prisoners. I have been humiliated, beaten, and harassed by interrogators for no reason, and thus I swore to God I would fight the policy of administrative detention to which I and hundreds of my fellow prisoners fell prey … The only thing I can do is offer my soul to God, as I believe righteousness and justice will eventually triumph over tyranny and oppression. I hereby assert that I am confronting the occupiers not for my own sake as an individual, but for the sake of thousands of prisoners who are being deprived of their simplest human rights while the world and international community look on. It is time the international community and the UN support prisoners and force the State of Israel to respect international human rights and stop treating prisoners as if they were not humans. Adnan was interrogated for 18 days following his arrest; he told his lawyers that during this time Israeli soldiers made sexual innuendos about his wife, mocked his Islamic faith, beat him, tied him to a chair in painful positions, ripped hair from his beard and wiped dirt on his face.