A murder and suicide case is under investigation in Duluth, Minnesota after at least five people were found dead at two homes, police say.

Five people, including two children, were found dead in Duluth Thursday afternoon in what police believe is a murder-suicide.

Five people, including the suspect and two children, were found dead at two Duluth homes on Thursday after a series of shootings, police say.

Liam Payne did not commit suicide according to the prosecutor on the case. The former One Direction star died on Oct. 16 after falling from the third floor of his hotel room in Argentina. Prosecutors told TMZ that suicide has officially been ruled out as the cause of the 31-year-old’s plummet from his suite at the Casa Sur Palermo Hotel,

On Wednesday, Argentina's National Criminal and Correctional Prosecutor’s Office announced in a press release that Payne did not die by suicide.

After the singer fell from his third-story hotel room last month, Argentina officials have ruled out suicide as Liam Payne's cause of death.