The present invention relates to new proteins that bind to MMP9 and comprise at least one fragment of a heavy chain variable region and/or at least one fragment of a light chain variable region of an antibody. In particular, the MMP9 binding proteins according to the invention are able to neutralize MMP9 activity and are useful in the prevention and/or treatment of inflammatory and/or autoimmune diseases or cancers.