Chronic progressive external ophthalmoplegia (CPEO) is a mitochondrial myopathy commonly caused by deleterious changes in the mitochondrial DNA (mtDNA). We describe a 45-year-old man who was referred to us for investigation of progressive ptosis. We performed a multiplex ligation-dependent probe amplification (MLPA) assay of mtDNA from muscle tissue and peripheral blood leukocytes, and followed up with gap-polymerase chain reaction (PCR) and direct sequence analysis. Results showed a deletion of a 4,407 bp segment in the mtDNA region, ranging from nucleotide position 8,577 in the MT-ATP6 gene to nucleotide position 12,983 in the MT-ND5 gene. To the best of our knowledge, this is the first report of a CPEO patient with a large novel deletion of mtDNA genetically confirmed by MLPA assay. MLPA can be a feasible platform for clinical laboratories to detect large deletion mutations in the mtDNA for suspected cases.