Any breed can develop the lumps but they seem to be more prevalent in Labradors, Shetland sheepdogs, dachshunds, cocker spaniels, weimaraners, miniature schnauzers and doberman pinschers. Dogs with hypothyroidism and those that are overweight are also more likely to develop lipomas.