BMC Medical Genomics · 2012 · 175 citations · 23 references
MedicineGeneticsMolecular GeneticsHuman GeneticsMedical GeneticsPrenatal DiagnosisChromosomal AbnormalitiesFetal AnomaliesFetal Anomaly DetectionNoninvasive Prenatal TestingPrenatal Genetic DiagnosisPrenatal Molecular TestingAutosomal AneuploidyAutosomal TrisomyFetal Aneuploidy DetectionNon-invasive Prenatal TestingPolynomial RegressionPrenatal Aneuploidy ScreeningSex Chromosome AneuploidiesSex Chromosome Aneuploidy Detection
Conventional prenatal screening tests such as maternal serum tests and ultrasound scans have limited resolution and accuracy. The study developed an advanced noninvasive prenatal diagnosis method based on massively parallel sequencing. The NIFTY test uses an optimized Student’s t‑test with locally weighted polynomial regression and binary hypotheses, and was applied to 903 pregnancies with results compared to full karyotyping. The NIFTY test achieved 100 % sensitivity and 99.9 % specificity for autosomal aneuploidies and 85.7 % sensitivity and 99.9 % specificity for sex‑chromosomal aneuploidies, correctly identifying all tested trisomies and most sex‑chromosome abnormalities, and outperformed prior z‑score methods.
Abstract Background Conventional prenatal screening tests, such as maternal serum tests and ultrasound scan, have limited resolution and accuracy. Methods We developed an advanced noninvasive prenatal diagnosis method based on massively parallel sequencing. The Noninvasive Fetal Trisomy (NIFTY) test, combines an optimized Student’s t-test with a locally weighted polynomial regression and binary hypotheses. We applied the NIFTY test to 903 pregnancies and compared the diagnostic results with those of full karyotyping. Results 16 of 16 trisomy 21, 12 of 12 trisomy 18, two of two trisomy 13, three of four 45, X, one of one XYY and two of two XXY abnormalities were correctly identified. But one false positive case of trisomy 18 and one false negative case of 45, X were observed. The test performed with 100% sensitivity and 99.9% specificity for autosomal aneuploidies and 85.7% sensitivity and 99.9% specificity for sex chromosomal aneuploidies. Compared with three previously reported z-score approaches with/without GC-bias removal and with internal control, the NIFTY test was more accurate and robust for the detection of both autosomal and sex chromosomal aneuploidies in fetuses. Conclusion Our study demonstrates a powerful and reliable methodology for noninvasive prenatal diagnosis.
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