Atletico see Celik as a replacement for Kieran Trippier, who has been sold to Newcastle United.
Lille are prepared to sell Celik for around €15-20m.
Atletico are determined to find Simeone a replacement for Trippier, with the coach disappointed to lose the England international.
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