STRs have become almost the exclusive tool of genetic scientists in forensic typing work. Consequently, large numbers of samples are genotyped and the detection of rare abnormalities is to be expected. We found rare losses of alleles, also known as drop-out, at the two STR loci D13S317 and CD4. Drop-out at D13S317 was accidentally found in typing of suspects in a murder case and three other examples of drop-out were found at locus CD4 during paternity testing. The lost alleles reappeared when alternative PCR primer pairs were used. Sequences of lost alleles were characterised at the molecular level after cloning. Variations were found in the primer sequences and these are believed to prevent amplification or to reduce amplification yield and to be the origin of the allele drop-out.