The present invention provides synthetic DNA strands that find use as controls or in nucleic acid testing methods. In particular, provided herein are synthetic DNA strands of known composition for use as control molecules in stool DNA testing, e.g., of mutations and/or methylation of DNA isolated from stool samples.