A suture loop assembly is provided for securing a specimen collection bag in a closed condition. The suture loop assembly generally includes a length of suture material forming a distal loop and a one-way ferrule for securing the distal loop in a closed condition about an upper end of the specimen collection bag. A specimen retrieval device is also provided for use with the suture loop assembly.