A Delhi court on Thursday extended the judicial custody of former Delhi Deputy Chief Minister Manish Sisodia till November 22 in a money laundering case registered by the Enforcement Directorate (ED) in connection with the alleged irregularities in the now-scrapped Delhi excise policy.