Ashton Tamburro was last seen leaving an address in the Squire’s Gate area, possibly on a bike, at approximately 3am today (March 29).
He was reportedly spoken to at around 9.20am where he said he would returning home shortly, but police said he has not been seen or heard from since.
They are now extremely worried for the 35-year-old’s welfare and are urging anybody with information to get in touch.
Sgt Alison Kent, of Blackpool Police, said: “We are extremely worried about Ashton as this is extremely out of character.
“We are asking people to study his photo carefully and to let us know if they see him, or have any information about where he might be.
“Similarly, we would ask Ashton himself, if he sees this appeal, to get in touch and let us know he is safe.”
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Ashton is described as white, around 5ft 8in tall, of slim build, with short, brown hair. His front teeth are also missing, police said.
The 35-year-old was last seen wearing a navy blue tracksuit, a dark-coloured parka jacket with fur hood and white Fila trainers.
He has links to Blackpool and St Annes.
Anybody who has seen him, or has any information about his whereabouts, can contact police on 101, quoting log number 119 of March 29.